This is another functional simplification to Stockfish passed pawn evaluation.
Stockfish evaluates some pawns which are not yet passed as "candidate" passed pawns, which are given half the bonus of fully passed ones. Prior to this commit, Stockfish considered a passed pawn to be a "candidate" if (a) it would not be a passed pawn if moved one square forward (the blocking square), or (b) there were other pawns (of either color) in front of it on the file. This latter condition used a fairly complicated method, forward_file_bb; here, rather than inspect the entire forward file, we simply re-use the blocking square. As a result, some pawns previously considered "candidates", but which are able to push forward, no longer have their bonus halved.
Simplification tests passed quickly at both STC and LTC. The results from both tests imply that this simplification is, most likely, additionally a small Elo gain, with a LTC likelihood of superiority of 87 percent.
STC:
LLR: 2.95 (-2.94,2.94) [-3.00,1.00]
Total: 12908 W: 2909 L: 2770 D: 7229
http://tests.stockfishchess.org/tests/view/5d2a1c880ebc5925cf0d9006
LTC:
LLR: 2.96 (-2.94,2.94) [-3.00,1.00]
Total: 20723 W: 3591 L: 3470 D: 13662
http://tests.stockfishchess.org/tests/view/5d2a21fd0ebc5925cf0d9118
Bench: 3377831
In Stockfish, both the middlegame and endgame bonus for a passed pawn are calculated as a product of two factors. The first is k, chosen based on the presence of defended and unsafe squares. The second is w, a quadratic function of the pawn's rank. Both are only applied if the pawn's relative rank is at least RANK_4.
It does not appear that the complexity of a quadratic function is necessary for w. Here, we replace it with a simpler linear one, which performs equally at both STC and LTC.
STC:
LLR: 2.96 (-2.94,2.94) [-3.00,1.00]
Total: 46814 W: 10386 L: 10314 D: 26114
http://tests.stockfishchess.org/tests/view/5d29686e0ebc5925cf0d76a1
LTC:
LLR: 2.96 (-2.94,2.94) [-3.00,1.00]
Total: 82372 W: 13845 L: 13823 D: 54704
http://tests.stockfishchess.org/tests/view/5d2980650ebc5925cf0d7bfd
Bench: 3328507
We recently added a bonus for double pawn attacks on unsupported enemy pawns,
on June 27. However, it is possible that the unsupported pawn may become a passer
by simply pushing forward out of the double attack. By rewarding double attacks,
we may inadvertently reward the creation of enemy passers, by encouraging both of
our would-be stoppers to attack the enemy pawn even if there is no opposing
friendly pawn on the same file.
Here, we revise this term to exclude passed pawns. In order to simplify the code
with this change included, we non-functionally rewrite Attacked2Unsupported to
be a penalty for enemy attacks on friendly pawns, rather than a bonus for our
attacks on enemy pawns. This allows us to exclude passed pawns with a simple
& ~e->passedPawns[Us], while passedPawns[Them] is not yet defined in this part
of the code.
This dramatically reduces the proportion of positions in which Attacked2Unsupported
is applied, to about a third of the original. To compensate, maintaining the same
average effect across our bench positions, we nearly triple Attacked2Unsupported
from S(0, 20) to S(0, 56). Although this pawn formation is rare, it is worth more
than half a pawn in the endgame!
STC: (stopped automatically by fishtest after 250,000 games)
LLR: -0.87 (-2.94,2.94) [0.50,4.50]
Total: 250000 W: 56585 L: 55383 D: 138032
http://tests.stockfishchess.org/tests/view/5d25795e0ebc5925cf0cfb51
LTC:
LLR: 2.96 (-2.94,2.94) [0.00,3.50]
Total: 81038 W: 13965 L: 13558 D: 53515
http://tests.stockfishchess.org/tests/view/5d25f3920ebc5925cf0d10dd
Closes https://github.com/official-stockfish/Stockfish/pull/2233
Bench: 3765158
Stockfish evaluates passed pawns in part based on a variable k, which shapes the passed pawn bonus based on the number of squares between the current square and promotion square that are attacked by enemy pieces, and the number defended by friendly ones. Prior to this commit, we gave a large bonus when all squares between the pawn and the promotion square were defended, and if they were not, a somewhat smaller bonus if at least the pawn's next square was. However, this distinction does not appear to provide any Elo at STC or LTC.
Where do we go from here? Many promising Elo-gaining patches were attempted in the past few months to refine passed pawn calculation, by altering the definitions of unsafe and defended squares. Stockfish uses these definitions to choose the value of k, so those tests interact with this PR. Therefore, it may be worthwhile to retest previously promising but not-quite-passing tests in the vicinity of this patch.
STC:
LLR: 2.96 (-2.94,2.94) [-3.00,1.00]
Total: 42344 W: 9455 L: 9374 D: 23515
http://tests.stockfishchess.org/tests/view/5cf83ede0ebc5925cf0904fb
LTC:
LLR: 2.96 (-2.94,2.94) [-3.00,1.00]
Total: 69548 W: 11855 L: 11813 D: 45880
http://tests.stockfishchess.org/tests/view/5cf8698f0ebc5925cf0908c8
Bench: 3854907
We evaluate defended and unsafe squares for a passed pawn push based on friendly and enemy rooks and queens on the passed pawn's file. Prior to this patch, we further required that these rooks and queens be able to directly attack the passed pawn. However, this restriction appears unnecessary and worth almost exactly 0 Elo at LTC.
The simplified code allows rooks and queens to attack/defend the passed pawn through other pieces of either color.
STC:
LLR: 2.95 (-2.94,2.94) [-3.00,1.00]
Total: 29019 W: 6488 L: 6381 D: 16150
http://tests.stockfishchess.org/tests/view/5cdcf7270ebc5925cf05d30c
LTC:
LLR: 2.96 (-2.94,2.94) [-3.00,1.00]
Total: 54224 W: 9200 L: 9133 D: 35891
http://tests.stockfishchess.org/tests/view/5cddc6210ebc5925cf05eca3
Bench: 3415326
The kingDanger term is intended to give a penalty which increases rapidly in the middlegame but less so in the endgame. To this end, the middlegame component is quadratic, and the endgame component is linear. However, this produces unintended consequences for relatively small values of kingDanger: the endgame penalty will exceed the middlegame penalty. This remains true up to kingDanger = 256 (a S(16, 16) penalty), so some of these inaccurate penalties are actually rather large.
In this patch, we increase the threshold for applying the kingDanger penalty to eliminate some of this unintended behavior. This was very nearly, but not quite, sufficient to pass on its own. The patch was finally successful by integrating a second kingDanger tweak by @Vizvezdenec, increasing the kingDanger constant term slightly and improving both STC and LTC performance.
Where do we go from here? I propose that in the future, any attempts to tune kingDanger coefficients should also consider tuning the kingDanger threshold. The evidence shows clearly that it should not be automatically taken to be zero.
Special thanks to @Vizvezdenec for the kingDanger constant tweak. Thanks also to all the approvers and CPU donors who made this possible!
STC:
LLR: -2.96 (-2.94,2.94) [0.00,4.00]
Total: 141225 W: 31239 L: 30846 D: 79140
http://tests.stockfishchess.org/tests/view/5cabbdb20ebc5925cf00b86c
LTC:
LLR: 2.95 (-2.94,2.94) [0.00,4.00]
Total: 30708 W: 5296 L: 5043 D: 20369
http://tests.stockfishchess.org/tests/view/5cabff760ebc5925cf00c22d
Bench: 3445945
Recent tests by @xoto10, @Vizvezdenec, and myself seemed to hint that Elo could
be gained by expanding the number of cases where king safety is applied. Several
users (@Spliffjiffer, @Vizvezdenec) have anticipated benefits specifically in
evaluation of tactics. It appears that we actually do not need to restrict the
cases in which we initialize and evaluate king safety at all: initializing and
evaluating it in every position appears roughly Elo-neutral at STC and possibly
a substantial Elo gain at LTC.
Any explanation for this scaling is, at this point, conjecture. Assuming it is
not due to chance, my hypothesis is that initialization of king safety in all
positions is a mild slowdown, offset by an Elo gain of evaluating king safety
in all positions. At STC this produces Elo gains and losses that offset each
other, while at longer time control the slowdown is much less important, leaving
only the Elo gain. It probably helps SF to explore king attacks much earlier in
search with high numbers of enemy pieces concentrating but not essentially attacking
king ring.
Thanks to @xoto10 and @Vizvezdenec for helping run my LTC!
Closes https://github.com/official-stockfish/Stockfish/pull/1906
STC:
LLR: 2.95 (-2.94,2.94) [-3.00,1.00]
Total: 35432 W: 7815 L: 7721 D: 19896
http://tests.stockfishchess.org/tests/view/5c24779d0ebc5902ba131b26
LTC:
LLR: 2.95 (-2.94,2.94) [-3.00,1.00]
Total: 12887 W: 2217 L: 2084 D: 8586
http://tests.stockfishchess.org/tests/view/5c25049a0ebc5902ba132586
Bench: 3163951
------------------
How to continue from there?
* Next step will be to tune all the king danger terms once more after that :-)
~stronglyProtected is quite similar to ~attackedBy[Them][PAWN] & ~attackedBy2[Them],
the only difference appears to be that the former includes squares attacked twice
by both sides. The resulting logic is simpler, and the change appears to be at least
Elo-neutral at both STC and LTC.
STC:
LLR: 2.95 (-2.94,2.94) [-3.00,1.00]
Total: 35924 W: 7978 L: 7885 D: 20061
http://tests.stockfishchess.org/tests/view/5c14a5c00ebc5902ba11ed72
LTC:
LLR: 2.96 (-2.94,2.94) [-3.00,1.00]
Total: 37078 W: 6125 L: 6030 D: 24923
http://tests.stockfishchess.org/tests/view/5c14ae880ebc5902ba11eed8
Bench: 3646542
On November 30th, @xoto10 experimented with removing this threshold,
but the simplification barely failed LTC. I was inspired to try various
[0, 4] tweaks to increase its value, which would narrow the effects of
this threshold without removing it entirely. Various values repeatedly
led to Elo gains at both STC and LTC, most of which were insufficient
to pass.
After a couple of weeks, I tried again to find an Elo-gaining tweak
but noticed that I could raise the threshold higher and higher without
regression. I decided to try removing it entirely--forgetting that
@xoto10 had already attempted this. However, this now performs much
better at both STC and LTC, producing a STC Elo gain and also potentially
a smaller LTC one.
The reason appears to be a recent change in master (e8ffca3) near
this code, which interacts with this patch. This simplification
governs the conditions under which that patch's effects are applied.
Something non-obvious about that change has significantly improved
the performance of this simplification.
I recognize and thank @xoto10, who originally had this idea. Since
I ran several LTCs recently (to determine whether to open this PR,
or one for a related [0, 4]), I would also like to acknowledge the
other developers and CPU donors for their patience. Thank you all!
STC:
LLR: 2.96 (-2.94,2.94) [-3.00,1.00]
Total: 13445 W: 3000 L: 2862 D: 7583
http://tests.stockfishchess.org/tests/view/5c11f01b0ebc5902ba11a6b8
LTC:
LLR: 2.96 (-2.94,2.94) [-3.00,1.00]
Total: 33868 W: 5663 L: 5563 D: 22642
http://tests.stockfishchess.org/tests/view/5c11ffe90ebc5902ba11a8a9
Closes https://github.com/official-stockfish/Stockfish/pull/1870
Bench: 3343286
On November 16th, before the removal of the depth condition, I tried
revising castling extensions to only handle castling moves, rather than
moves that change castling rights generally. It appeared to be a slight
Elo gain at STC but insufficient to pass [0, 4] (+0.5 Elo), but what I
overlooked was that it made pos.can_castle(us) irrelevant and should
have been a simplification. Recent discussion with @Chess13234 and
Michael Chaly (@Vizvezdenec) inspired me to take a second look, and
the simplification continues to pass when rebased on the current master.
This replaces two conditions with one, because type_of(move) == CASTLING
implies pos.can_castle(Us), allowing us to remove the latter condition.
STC:
LLR: 2.95 (-2.94,2.94) [-3.00,1.00]
Total: 110948 W: 24209 L: 24263 D: 62476
http://tests.stockfishchess.org/tests/view/5bf8f65c0ebc5902bced3a63
LTC:
LLR: 2.95 (-2.94,2.94) [-3.00,1.00]
Total: 88283 W: 14681 L: 14668 D: 58934
http://tests.stockfishchess.org/tests/view/5bf994a60ebc5902bced4349
Bench: 3939338
A recent LTC tuning session by @candirufish showed this term decreasing significantly. It appears that it can be removed altogether without significant Elo loss.
I also thank @GuardianRM, whose attempt to remove tropism from king danger inspired this one.
After this PR is merged, my next step will be to attempt to tune the coefficients of this new, simplified kingDanger calculation.
STC:
LLR: 2.95 (-2.94,2.94) [-3.00,1.00]
Total: 12518 W: 2795 L: 2656 D: 7067
http://tests.stockfishchess.org/tests/view/5befadda0ebc595e0ae3a289
LTC:
LLR: 2.96 (-2.94,2.94) [-3.00,1.00]
Total: 164771 W: 26463 L: 26566 D: 111742
http://tests.stockfishchess.org/tests/view/5befcca70ebc595e0ae3a343
LTC 2, rebased on Stockfish 10 beta:
LLR: 2.96 (-2.94,2.94) [-3.00,1.00]
Total: 75226 W: 12563 L: 12529 D: 50134
http://tests.stockfishchess.org/tests/view/5bf2e8910ebc5902bcecb919
Bench: 3412071
We calculate tropism as a sum of two factors. The first is the number of squares in our kingFlank and Camp that are attacked by the enemy; the second is number of these squares that are attacked twice. Prior to this commit, we excluded squares we defended with pawns from this second value, but this appears unnecessary. (Doubly-attacked squares near our king are still dangerous.) The removal of this exclusion is a possible small Elo gain at STC (estimated +1.59) and almost exactly neutral at LTC (estimated +0.04).
STC:
LLR: 2.96 (-2.94,2.94) [-3.00,1.00]
Total: 20942 W: 4550 L: 4427 D: 11965
http://tests.stockfishchess.org/tests/view/5be4e0ae0ebc595e0ae308a0
LTC:
LLR: 2.94 (-2.94,2.94) [-3.00,1.00]
Total: 56941 W: 9172 L: 9108 D: 38661
http://tests.stockfishchess.org/tests/view/5be4ec340ebc595e0ae30938
Bench: 3813986
This PR is a combination of two unrelated [0, 4] patches that appeared promising
but not quite strong enough to pass on their own. The combination initially failed
STC with a positive score after a long run, and the subsequent speculative LTC test
passed.
* tweak_threatOnQueen4 :
Increase the middlegame components of ThreatByMinor[QUEEN]
and ThreatByRook[QUEEN] by 15 each. Bryan's (@crossbr) analysis of CCC Bonus Game 10
inspired several tests on penalizing a queen with limited safe mobility. While
attempting to implement this idea, I noticed that when I did not include the queen's
current square in the calculations, the Elo gains seemed to vanish--and only then did
I have the idea to revisit ThreatByMinor[QUEEN] and ThreatByRook[QUEEN], adding a
corresponding value to each. Without Bryan's work, this test would never have been
submitted. I would also like to recognize the efforts and contributions of @SFisGOD,
who also vigorously worked on this idea.
* Use pure static eval for null move pruning :
This idea was directly re-purposed from a promising test by Jerry Donald Watson
(@jerrydonaldwatson) in August. It was also independently developed and tested by
Stefan Geschwentner (@locutus2) previously.
Thank you all!
STC (failed yellow):
LLR: -2.96 (-2.94,2.94) [0.00,4.00]
Total: 83913 W: 17986 L: 17825 D: 48102
http://tests.stockfishchess.org/tests/view/5bbc59300ebc592439f76aa5
LTC:
LLR: 2.95 (-2.94,2.94) [0.00,4.00]
Total: 137198 W: 22351 L: 21772 D: 93075
http://tests.stockfishchess.org/tests/view/5bbce35f0ebc592439f77639
Bench: 4312846
In the current master, ThreatByKing is an array of two Scores, one for
when we have a single attack and one for when we have many. The latter
case is very rarely called during bench and was recently given a strange
negative value during a tuning run, as pointed out by @candirufish on
commit efd4ca2. Here, we simplify away this second case entirely, and
increase the remaining ThreatByKing to compensate.
Although I derived the parameter tweak independently, with the goal of
preserving the same average bonus, I later noticed that a very similar
Score had already been derived by an ongoing SPSA tuning session.
I therefore recognize @candirufish for first discovering these values.
I would also like to thank @Rocky640 for valuable feedback that pointed
me in the direction of ThreatByKing.
STC:
LLR: 2.95 (-2.94,2.94) [-3.00,1.00]
Total: 7677 W: 1772 L: 1623 D: 4282
http://tests.stockfishchess.org/tests/view/5b3db0320ebc5902b9ffe97a
LTC:
LLR: 2.95 (-2.94,2.94) [-3.00,1.00]
Total: 108031 W: 18329 L: 18350 D: 71352
http://tests.stockfishchess.org/tests/view/5b3dbf4b0ebc5902b9ffe9db
Closes https://github.com/official-stockfish/Stockfish/pull/1666
Bench: 4678861
