=== Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:04 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:04 === [23:38:04.961] === FindBestCardAsync: Position=N, CardsPlayed=1 === [23:38:04.961] Contract: 3N, Declarer: S, Dealer: E [23:38:04.961] Auction: P-2N-P-3N-P-P-P [23:38:04.962] Deal: N:... ... ... ... [23:38:04.962] Position N is on declarer's side - score table shifted by 0 declarer tricks won [23:38:04.962] ****************************** [23:38:04.962] FindMatchingDealsWithPlayInternal Input: [23:38:04.962] Position parameter: N [23:38:04.962] Deal from game: N:... ... ... ... [23:38:04.962] Hand for N: T76.T.AKQ9842.T3 [23:38:04.962] Hand for E: (null) [23:38:04.962] Hand for S: AKQ.AKQ7.75.Q975 [23:38:04.962] Hand for W: (null) [23:38:04.962] Cards played: S9 [23:38:04.962] Declarer: S [23:38:04.962] ****************************** [23:38:04.963] [DealFinder] Seed from player N hand: -836602129 [23:38:04.963] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:04.963] [DealFinder] Explained bid E P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [23:38:04.963] [DealFinder] Explained bid S 2N: "Opening Bid, balish, HCP >= 20, HCP <= 21" -> require: (none) [23:38:04.963] [DealFinder] Explained bid W P: "Responses to 2N, True" -> require: (none) [23:38:04.964] [DealFinder] Explained bid N 3N: "Responses to 2N-P, HCP > 3, NOT (Comb. Pts >= 32, CombinedHcpMin >= 28)" -> require: (none) [23:38:04.964] [DealFinder] Explained bid E P: "Responses to 2N-P-3N, Defensive bidding after two bids from opponents, True" -> require: (none) [23:38:04.964] [DealFinder] Explained bid S P: "Passable situations - 2N, True" -> require: (none) [23:38:04.964] [DealFinder] Explained bid W P: "Responses to 2N-P-3N-P-P, True" -> require: (none) [23:38:04.966] [DealFinder] N Spades: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:04.966] [DealFinder] N Hearts: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:04.966] [DealFinder] N constraints: HCP[4-37], Suits=S[0-4] H[0-4], Trivial=False [23:38:04.966] [DealFinder] Expression (1003 chars): HCP > 3 & NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget Subtract 2 & CombinedHcpMin < NtSmallSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget & CombinedHcpMax >= NtGrandSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget) & NOT (IsNtSlamViable & (CombinedHcpMin >= NtGrandSlamPointTarget OR (CombinedHcpMin >= NtGrandSlamPointTarget Subtract 2 & Aces = 4))) & H < 5 & S < 5 & NOT ((H >= 4 OR S >= 4) & Comb. Pts >= 23) & NOT (C >= 4 & D >= 4 & Comb. Pts >= 29) & NOT (C >= 5 & D >= 5 & Comb. Pts >= 25) & NOT (H >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (S >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (HCP >= 4 & S >= 4 & H >= 4 & H Add S >= 9) [23:38:04.966] [Timing] N precompute: 2ms mem d=80KB (total=1536MB) [23:38:04.973] [DealFinder] E constraints: HCP[0-11], Suits=(none), Trivial=False [23:38:04.973] [DealFinder] Expression (3579 chars): HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (D >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(D) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & S <= 4) & NOT (H >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(H) & LoserLevel >= 3 & S <= 4 & RuleOf < 21) & NOT (S >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4) & NOT (S >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(S) & LoserLevel >= 3 & H <= 4 & RuleOf < 21) & NOT (C >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (C >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (D >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (C >= 9 & TP >= 32) & NOT (D >= 9 & TP >= 32) & NOT (H >= 9 & TP >= 32) & NOT (S >= 9 & TP >= 32) & NOT (Balanced & HCP >= 33 & HCP <= 34) & NOT (C >= 9 & HCP >= 31 & TP >= 35) & NOT (D >= 9 & HCP >= 31 & TP >= 35) & NOT (H >= 9 & HCP >= 31 & TP >= 35) & NOT (S >= 9 & HCP >= 31 & TP >= 35) & NOT (Balanced & HCP >= 36 & TP >= 35) & NOT (HCP >= 12 & HCP <= 21 &... [23:38:04.973] [Timing] E precompute: 7ms mem d=185KB (total=1536MB) [23:38:04.974] [DealFinder] S Spades: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:04.975] [DealFinder] S Hearts: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:04.975] [DealFinder] S Diamonds: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:04.975] [DealFinder] S Clubs: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:04.975] [DealFinder] S constraints: HCP[20-21], Suits=S[2-5] H[2-5] D[2-5] C[2-5], Trivial=False [23:38:04.975] [DealFinder] Expression (484 chars): balish & HCP >= 20 & HCP <= 21 & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (balish & HCP >= 25 & HCP <= 27 & H <= 4 & S <= 4) & True [23:38:04.975] [Timing] S precompute: 1ms mem d=80KB (total=1536MB) [23:38:04.978] [DealFinder] W constraints: HCP[0-37], Suits=(none), Trivial=False [23:38:04.978] [DealFinder] Expression (344 chars): True & NOT Overcall(C) & NOT Overcall(D) & NOT Overcall(H) & NOT Overcall(S) & NOT FourLevelOvercall(C) & NOT FourLevelOvercall(D) & NOT FourLevelOvercall(H) & NOT FourLevelOvercall(S) & NOT ClubCompGame & NOT DiamondCompGame & True & NOT ((FourLevelOvercall(H) OR Sacrifice OK(H, True))) & NOT ((FourLevelOvercall(S) OR Sacrifice OK(S, True))) [23:38:04.978] [Timing] W precompute: 2ms mem d=64KB (total=1536MB) [23:38:04.978] [Timing] Pre-computation (constraints): 15ms mem d=0MB (total=1536MB, gc2=15) [23:38:04.978] [DealFinder] Using cardsPlayedCount=1 for visibility calculation [23:38:04.978] [ExtractPartialDeal] Position=N, Declarer=S, CardsPlayed=1 [23:38:04.978] [ExtractPartialDeal] Visible hands: N, S [23:38:04.978] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:04.979] [ExtractPartialDeal] Extracted hands: [23:38:04.979] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:04.979] E: ... (0 cards) [23:38:04.979] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:04.979] W: ... (0 cards) [23:38:04.979] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:04.979] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:04.979] [ComputePlayedCards] Card 1: S9 played by W [23:38:04.979] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: [23:38:04.979] [DealFinder] Added 0 played cards to E (was 0 cards): [23:38:04.979] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: [23:38:04.979] [DealFinder] Added 1 played cards to W (was 0 cards): S9 [23:38:04.979] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[0-4] C[0-7] (2 iterations) [23:38:04.980] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[0-4] C[0-7] (2 iterations) [23:38:04.980] [DealFinder] Known cards per player: N=13, E=0, S=13, W=1 [23:38:04.980] [DealFinder] Locked players: N, S [23:38:04.980] [DealFinder] Total known cards: 27, Remaining deck: 25, Cards to deal: 25 [23:38:04.980] [DealFinder] Players needing cards: E:13, W:12 [23:38:04.980] Large number of cards remaining. Using random generation. [23:38:04.980] [DealFinder] Hands to validate (not 13 cards in partial): E, W [23:38:05.001] [VerifyHands] FAIL for E: 842.J86532.3.AK4 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:05.001] [VerifyHands] FAIL for E: 4.653.T3.AKJ8642 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:05.004] [VerifyHands] FAIL for E: J852.985432.T6.A (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:05.009] [VerifyHands] FAIL for E: .9865432.T3.AJ64 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:05.009] [VerifyHands] FAIL for E: 3.J98652.J6.KJ84 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:05.010] [Timing] Total: 46ms, Generation: 1ms, Verification: 27ms [23:38:05.010] [Timing] Attempts: 55, PassedSimpleCheck: 55, FailedVerification: 5, Found: 50 [23:38:05.026] Search complete. Returning 50 deals. [23:38:05.026] Found 50 sample deals for simulation. [23:38:05.027] Valid deals for DDS: 50 / 50 [23:38:05.027] [SAMPLE-VAL] Validating 50 samples, hidden: E,W, contract: NT [23:38:05.034] [SAMPLE-VAL] Opening lead NN validation (S9): 50/50 samples adjusted [23:38:05.079] [SAMPLE-VAL] Opening lead rule validation (S9): 2/50 samples penalized for convention violation [23:38:05.079] [SAMPLE-VAL] Done. Weight range: 0.005-0.500 [23:38:05.079] After sample validation: 50 deals remaining [23:38:05.079] [PLAY-INFER] No completed tricks -- skipping [23:38:05.080] Using weighted samples: 50/50 have non-uniform weights (range 0.005-0.500) [23:38:05.080] Sample deals (50 total, showing first 20, by weight): [23:38:05.080] [1] (w=0.500) N:T76.T.AKQ9842.T3 83.962.J63.AJ842 AKQ.AKQ7.75.Q975 J9542.J8543.T.K6 [23:38:05.080] [2] (w=0.500) N:T76.T.AKQ9842.T3 83.96.JT63.K8642 AKQ.AKQ7.75.Q975 J9542.J85432..AJ [23:38:05.080] [3] (w=0.100) N:T76.T.AKQ9842.T3 543.653.JT6.AJ82 AKQ.AKQ7.75.Q975 J982.J9842.3.K64 [23:38:05.080] [4] (w=0.100) N:T76.T.AKQ9842.T3 52.9.JT63.AKJ842 AKQ.AKQ7.75.Q975 J9843.J865432..6 [23:38:05.080] [5] (w=0.100) N:T76.T.AKQ9842.T3 842.J63.JT3.A842 AKQ.AKQ7.75.Q975 J953.98542.6.KJ6 [23:38:05.080] [6] (w=0.100) N:T76.T.AKQ9842.T3 J8532.J984.6.J82 AKQ.AKQ7.75.Q975 94.6532.JT3.AK64 [23:38:05.080] [7] (w=0.100) N:T76.T.AKQ9842.T3 5432.J9654.T6.42 AKQ.AKQ7.75.Q975 J98.832.J3.AKJ86 [23:38:05.081] [8] (w=0.100) N:T76.T.AKQ9842.T3 5.J9632.JT3.A642 AKQ.AKQ7.75.Q975 J98432.854.6.KJ8 [23:38:05.081] [9] (w=0.100) N:T76.T.AKQ9842.T3 J853.9653.J3.AK8 AKQ.AKQ7.75.Q975 942.J842.T6.J642 [23:38:05.081] [10] (w=0.100) N:T76.T.AKQ9842.T3 J542.843.6.AKJ64 AKQ.AKQ7.75.Q975 983.J9652.JT3.82 [23:38:05.081] [11] (w=0.100) N:T76.T.AKQ9842.T3 542.843.T63.KJ84 AKQ.AKQ7.75.Q975 J983.J9652.J.A62 [23:38:05.081] [12] (w=0.100) N:T76.T.AKQ9842.T3 J842.J96.63.AK62 AKQ.AKQ7.75.Q975 953.85432.JT.J84 [23:38:05.081] [13] (w=0.100) N:T76.T.AKQ9842.T3 J432.9654.JT.KJ8 AKQ.AKQ7.75.Q975 985.J832.63.A642 [23:38:05.081] [14] (w=0.100) N:T76.T.AKQ9842.T3 84.654.JT63.A864 AKQ.AKQ7.75.Q975 J9532.J9832..KJ2 [23:38:05.081] [15] (w=0.100) N:T76.T.AKQ9842.T3 J8532.J982.63.AK AKQ.AKQ7.75.Q975 94.6543.JT.J8642 [23:38:05.081] [16] (w=0.100) N:T76.T.AKQ9842.T3 J432.932.3.AK642 AKQ.AKQ7.75.Q975 985.J8654.JT6.J8 [23:38:05.082] [17] (w=0.100) N:T76.T.AKQ9842.T3 832.J6532.JT3.A8 AKQ.AKQ7.75.Q975 J954.984.6.KJ642 [23:38:05.082] [18] (w=0.100) N:T76.T.AKQ9842.T3 543.86432.JT6.K8 AKQ.AKQ7.75.Q975 J982.J95.3.AJ642 [23:38:05.082] [19] (w=0.100) N:T76.T.AKQ9842.T3 J8543.643.J.AJ64 AKQ.AKQ7.75.Q975 92.J9852.T63.K82 [23:38:05.082] [20] (w=0.100) N:T76.T.AKQ9842.T3 54.J965432.6.J82 AKQ.AKQ7.75.Q975 J9832.8.JT3.AK64 [23:38:05.082] ... and 30 more [23:38:05.172] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:05.172] S7: [720, 630, 720, 630, 720, 720, 720, 720, 720, 720, 720, 720, 720, 630, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 600, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:05.173] ST: [720, 630, 720, 630, 720, 720, 720, 720, 720, 720, 720, 720, 720, 630, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 600, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:05.173] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:05.173] S7: [13, 10, 13, 10, 13, 13, 13, 13, 13, 13, 13, 13, 13, 10, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 9, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13] [23:38:05.173] ST: [13, 10, 13, 10, 13, 13, 13, 13, 13, 13, 13, 13, 13, 10, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 9, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13] [23:38:05.173] --- IMP Calculation Output (card -> average IMP) --- [23:38:05.173] S7: 0.00 [23:38:05.173] ST: 0.00 [23:38:05.173] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:05.173] S7: 0.000 [23:38:05.173] ST: 0.000 [23:38:05.174] === DDS DETAILED ANALYSIS === [23:38:05.174] Cards analyzed: 2, Samples per card: 50 [23:38:05.174] [23:38:05.174] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:05.174] ----- ------ --------- ------- ----------- -------------------------------- [23:38:05.174] S7 0.00 12.74 100 % 3 [13, 10, 13, 10, 13, 13, 13, 13, 13, 13, 13, 13, 13, 10, 13, 13, 13, 13, 13, 13...] [23:38:05.174] ST 0.00 12.74 100 % 3 [13, 10, 13, 10, 13, 13, 13, 13, 13, 13, 13, 13, 13, 10, 13, 13, 13, 13, 13, 13...] [23:38:05.174] [23:38:05.174] Selected: S7 (IMPs=0.00, avgTricks=12.74) [23:38:05.174] =================== [23:38:05.174] Selected: S7 (MP 0.000, 0.00 IMPs, 12.74 tricks) -- 1 tied card(s): ST [23:38:05.175] [stage-timing] ok sample=64ms validate=0ms nn=52ms signal=0ms simgames=2ms dds=90ms total=213ms samples=50 cards=1 [23:38:05.190] === FindBestCardAsync: Position=N, CardsPlayed=1 === [23:38:05.190] Finding card to play for N: T76.T.AKQ9842.T3 [23:38:05.190] Relative position: Dummy, Contract type: NoTrump [23:38:05.190] Cards in hand mask: 2 [23:38:05.191] Candidate: xS = 92.2 % [23:38:05.191] Candidate: TS = 7.8 % [23:38:05.191] Selected: S6 (92.2 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:06 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:06 === [23:38:06.826] === FindBestCardAsync: Position=S, CardsPlayed=3 === [23:38:06.827] Contract: 3N, Declarer: S, Dealer: E [23:38:06.827] Auction: P-2N-P-3N-P-P-P [23:38:06.827] Deal: N:... ... ... ... [23:38:06.827] All 3 moves are equivalent (SASKSQ), playing lowest: SQ [23:38:06.827] [stage-timing] equivalent-shortcut total=0ms cards=3 [23:38:06.828] === FindBestCardAsync: Position=S, CardsPlayed=3 === [23:38:06.828] Finding card to play for S: AKQ.AKQ7.75.Q975 [23:38:06.828] Relative position: Declarer, Contract type: NoTrump [23:38:06.828] Cards in hand mask: 3 [23:38:06.829] Candidate: AS = 67.7 % [23:38:06.829] Candidate: QS = 22.0 % [23:38:06.829] Candidate: KS = 10.3 % [23:38:06.829] Selected: SA (67.7 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:07 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:07 === [23:38:07.520] === FindBestCardAsync: Position=S, CardsPlayed=4 === [23:38:07.520] Contract: 3N, Declarer: S, Dealer: E [23:38:07.521] Auction: P-2N-P-3N-P-P-P [23:38:07.521] Deal: N:... ... ... ... [23:38:07.521] Position S is on declarer's side - score table shifted by 1 declarer tricks won [23:38:07.521] ****************************** [23:38:07.521] FindMatchingDealsWithPlayInternal Input: [23:38:07.521] Position parameter: S [23:38:07.521] Deal from game: N:... ... ... ... [23:38:07.521] Hand for N: T76.T.AKQ9842.T3 [23:38:07.521] Hand for E: (null) [23:38:07.521] Hand for S: AKQ.AKQ7.75.Q975 [23:38:07.521] Hand for W: (null) [23:38:07.521] Cards played: S9, ST, SJ, SA [23:38:07.521] Declarer: S [23:38:07.521] ****************************** [23:38:07.522] [DealFinder] Seed from player S hand: -2001559935 [23:38:07.522] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:07.522] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:07.522] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1534MB, gc2=15) [23:38:07.522] [DealFinder] Using cardsPlayedCount=4 for visibility calculation [23:38:07.522] [ExtractPartialDeal] Position=S, Declarer=S, CardsPlayed=4 [23:38:07.522] [ExtractPartialDeal] Visible hands: S, N [23:38:07.522] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:07.522] [ExtractPartialDeal] Extracted hands: [23:38:07.522] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:07.522] E: ... (0 cards) [23:38:07.522] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:07.522] W: ... (0 cards) [23:38:07.522] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:07.523] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:07.523] [ComputePlayedCards] Card 1: S9 played by W [23:38:07.523] [ComputePlayedCards] Card 2: ST played by N [23:38:07.523] [ComputePlayedCards] Card 3: SJ played by E [23:38:07.523] [ComputePlayedCards] Card 4: SA played by S [23:38:07.523] [ComputePlayedCards] Trick complete. Winner: S [23:38:07.523] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST [23:38:07.523] [DealFinder] Added 1 played cards to E (was 0 cards): SJ [23:38:07.523] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA [23:38:07.523] [DealFinder] Added 1 played cards to W (was 0 cards): S9 [23:38:07.523] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[0-4] C[0-7] (2 iterations) [23:38:07.523] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[0-4] C[0-7] (2 iterations) [23:38:07.524] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-11] [23:38:07.524] [DealFinder] Re-propagated HCP after played-card floor: W HCP[0-10] [23:38:07.524] [DealFinder] Known cards per player: N=13, E=1, S=13, W=1 [23:38:07.524] [DealFinder] Locked players: N, S [23:38:07.524] [DealFinder] Total known cards: 28, Remaining deck: 24, Cards to deal: 24 [23:38:07.524] [DealFinder] Players needing cards: E:12, W:12 [23:38:07.524] Large number of cards remaining. Using random generation. [23:38:07.524] [DealFinder] Hands to validate (not 13 cards in partial): E, W [23:38:07.526] [VerifyHands] FAIL for E: J3.J98542.6.AJ84 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:07.526] [VerifyHands] FAIL for E: J832.J986532..A8 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:07.530] [VerifyHands] FAIL for E: J3.J986542..AK64 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:07.533] [Timing] Total: 11ms, Generation: 0ms, Verification: 7ms [23:38:07.533] [Timing] Attempts: 53, PassedSimpleCheck: 53, FailedVerification: 3, Found: 50 [23:38:07.549] Search complete. Returning 50 deals. [23:38:07.550] Found 50 sample deals for simulation. [23:38:07.550] Valid deals for DDS: 50 / 50 [23:38:07.550] [SAMPLE-VAL] Validating 50 samples, hidden: E,W, contract: NT [23:38:07.558] [SAMPLE-VAL] Opening lead NN validation (S9): 50/50 samples adjusted [23:38:07.559] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:07.559] [SAMPLE-VAL] Sample 1: weight 0.100 -> 0.092 [E:T1-SJ=84 %] [23:38:07.560] [SAMPLE-VAL] Sample 2: weight 0.100 -> 0.086 [E:T1-SJ=74 %] [23:38:07.560] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.091 [E:T1-SJ=82 %] [23:38:07.561] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.095 [E:T1-SJ=89 %] [23:38:07.561] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.076 [E:T1-SJ=58 %] [23:38:07.561] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.097 [E:T1-SJ=93 %] [23:38:07.562] [SAMPLE-VAL] Sample 7: weight 0.100 -> 0.092 [E:T1-SJ=84 %] [23:38:07.562] [SAMPLE-VAL] Sample 8: weight 0.100 -> 0.094 [E:T1-SJ=89 %] [23:38:07.563] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.094 [E:T1-SJ=88 %] [23:38:07.563] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.094 [E:T1-SJ=88 %] [23:38:07.563] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.098 [E:T1-SJ=96 %] [23:38:07.564] [SAMPLE-VAL] Sample 12: weight 0.500 -> 0.375 [E:T1-SJ=56 %] [23:38:07.564] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.093 [E:T1-SJ=87 %] [23:38:07.565] [SAMPLE-VAL] Sample 14: weight 0.100 -> 0.085 [E:T1-SJ=73 %] [23:38:07.565] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.098 [E:T1-SJ=96 %] [23:38:07.565] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.092 [E:T1-SJ=84 %] [23:38:07.566] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.097 [E:T1-SJ=95 %] [23:38:07.566] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.089 [E:T1-SJ=80 %] [23:38:07.567] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.093 [E:T1-SJ=86 %] [23:38:07.567] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.089 [E:T1-SJ=80 %] [23:38:07.568] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.082 [E:T1-SJ=67 %] [23:38:07.568] [SAMPLE-VAL] Sample 22: weight 0.100 -> 0.091 [E:T1-SJ=83 %] [23:38:07.568] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.081 [E:T1-SJ=65 %] [23:38:07.569] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.088 [E:T1-SJ=77 %] [23:38:07.570] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.097 [E:T1-SJ=94 %] [23:38:07.570] [SAMPLE-VAL] Sample 27: weight 0.100 -> 0.091 [E:T1-SJ=83 %] [23:38:07.570] [SAMPLE-VAL] Sample 28: weight 0.100 -> 0.076 [E:T1-SJ=58 %] [23:38:07.571] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.090 [E:T1-SJ=81 %] [23:38:07.571] [SAMPLE-VAL] Sample 30: weight 0.100 -> 0.095 [E:T1-SJ=91 %] [23:38:07.572] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.096 [E:T1-SJ=93 %] [23:38:07.572] [SAMPLE-VAL] Sample 32: weight 0.100 -> 0.097 [E:T1-SJ=93 %] [23:38:07.573] [SAMPLE-VAL] Sample 33: weight 0.100 -> 0.093 [E:T1-SJ=87 %] [23:38:07.573] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.082 [E:T1-SJ=68 %] [23:38:07.574] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.087 [E:T1-SJ=76 %] [23:38:07.574] [SAMPLE-VAL] Sample 37: weight 0.100 -> 0.087 [E:T1-SJ=76 %] [23:38:07.575] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.094 [E:T1-SJ=89 %] [23:38:07.575] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.092 [E:T1-SJ=85 %] [23:38:07.575] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.095 [E:T1-SJ=90 %] [23:38:07.576] [SAMPLE-VAL] Sample 41: weight 0.100 -> 0.089 [E:T1-SJ=80 %] [23:38:07.576] [SAMPLE-VAL] Sample 42: weight 0.500 -> 0.472 [E:T1-SJ=89 %] [23:38:07.577] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.077 [E:T1-SJ=59 %] [23:38:07.577] [SAMPLE-VAL] Sample 44: weight 0.100 -> 0.078 [E:T1-SJ=62 %] [23:38:07.577] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.089 [E:T1-SJ=79 %] [23:38:07.578] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.080 [E:T1-SJ=63 %] [23:38:07.579] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.084 [E:T1-SJ=71 %] [23:38:07.579] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.081 [E:T1-SJ=66 %] [23:38:07.579] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.095 [E:T1-SJ=90 %] [23:38:07.580] [SAMPLE-VAL] Done. Weight range: 0.076-0.472 [23:38:07.580] [SAMPLE-VAL] Top sample 42 (w=0.472): E:J84.J54.J63.AJ62 W:9532.98632.T.K84 [E:T1-SJ=89 %] [23:38:07.580] [SAMPLE-VAL] Top sample 12 (w=0.375): E:J8542.J8.T6.AJ62 W:93.965432.J3.K84 [E:T1-SJ=56 %] [23:38:07.580] [SAMPLE-VAL] Top sample 47 (w=0.100): E:J.J8543.J63.AK86 W:985432.962.T.J42 [E:T1-SJ=100 %] [23:38:07.580] [SAMPLE-VAL] Top sample 35 (w=0.099): E:J8.965432.T6.A82 W:95432.J8.J3.KJ64 [E:T1-SJ=99 %] [23:38:07.580] [SAMPLE-VAL] Top sample 24 (w=0.099): E:J8.J94.J6.AKJ642 W:95432.86532.T3.8 [E:T1-SJ=99 %] [23:38:07.580] After sample validation: 50 deals remaining [23:38:07.580] [PLAY-INFER] No inference observations detected [23:38:07.581] Using weighted samples: 50/50 have non-uniform weights (range 0.076-0.472) [23:38:07.581] Sample deals (50 total, showing first 20, by weight): [23:38:07.581] [1] (w=0.472) N:T76.T.AKQ9842.T3 J84.J54.J63.AJ62 AKQ.AKQ7.75.Q975 9532.98632.T.K84 [23:38:07.581] [2] (w=0.375) N:T76.T.AKQ9842.T3 J8542.J8.T6.AJ62 AKQ.AKQ7.75.Q975 93.965432.J3.K84 [23:38:07.581] [3] (w=0.100) N:T76.T.AKQ9842.T3 J.J8543.J63.AK86 AKQ.AKQ7.75.Q975 985432.962.T.J42 [23:38:07.581] [4] (w=0.099) N:T76.T.AKQ9842.T3 J8.965432.T6.A82 AKQ.AKQ7.75.Q975 95432.J8.J3.KJ64 [23:38:07.581] [5] (w=0.099) N:T76.T.AKQ9842.T3 J8.J94.J6.AKJ642 AKQ.AKQ7.75.Q975 95432.86532.T3.8 [23:38:07.581] [6] (w=0.098) N:T76.T.AKQ9842.T3 J3.J95432.JT3.K6 AKQ.AKQ7.75.Q975 98542.86.6.AJ842 [23:38:07.581] [7] (w=0.098) N:T76.T.AKQ9842.T3 J3.J9853.J3.K642 AKQ.AKQ7.75.Q975 98542.642.T6.AJ8 [23:38:07.581] [8] (w=0.097) N:T76.T.AKQ9842.T3 J5.J9862.T3.KJ64 AKQ.AKQ7.75.Q975 98432.543.J6.A82 [23:38:07.581] [9] (w=0.097) N:T76.T.AKQ9842.T3 J82.J632.6.AJ642 AKQ.AKQ7.75.Q975 9543.9854.JT3.K8 [23:38:07.582] [10] (w=0.097) N:T76.T.AKQ9842.T3 J82.J98543.J.KJ6 AKQ.AKQ7.75.Q975 9543.62.T63.A842 [23:38:07.582] [11] (w=0.097) N:T76.T.AKQ9842.T3 J3.J9862.T63.AJ2 AKQ.AKQ7.75.Q975 98542.543.J.K864 [23:38:07.582] [12] (w=0.096) N:T76.T.AKQ9842.T3 J82.963.J63.K864 AKQ.AKQ7.75.Q975 9543.J8542.T.AJ2 [23:38:07.582] [13] (w=0.095) N:T76.T.AKQ9842.T3 J85.986543.JT6.A AKQ.AKQ7.75.Q975 9432.J2.3.KJ8642 [23:38:07.582] [14] (w=0.095) N:T76.T.AKQ9842.T3 J83.J95432.T.AJ6 AKQ.AKQ7.75.Q975 9542.86.J63.K842 [23:38:07.582] [15] (w=0.095) N:T76.T.AKQ9842.T3 J83.J8.T3.AKJ642 AKQ.AKQ7.75.Q975 9542.965432.J6.8 [23:38:07.582] [16] (w=0.095) N:T76.T.AKQ9842.T3 J32.J8532..AK862 AKQ.AKQ7.75.Q975 9854.964.JT63.J4 [23:38:07.582] [17] (w=0.094) N:T76.T.AKQ9842.T3 J53.J86542.J63.J AKQ.AKQ7.75.Q975 9842.93.T.AK8642 [23:38:07.582] [18] (w=0.094) N:T76.T.AKQ9842.T3 J52.98643.63.J42 AKQ.AKQ7.75.Q975 9843.J52.JT.AK86 [23:38:07.582] [19] (w=0.094) N:T76.T.AKQ9842.T3 J54.6532.J6.KJ42 AKQ.AKQ7.75.Q975 9832.J984.T3.A86 [23:38:07.582] [20] (w=0.094) N:T76.T.AKQ9842.T3 J52.8643.JT3.K82 AKQ.AKQ7.75.Q975 9843.J952.6.AJ64 [23:38:07.583] ... and 30 more [23:38:07.658] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:07.658] D5: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 630, 720, 600, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:07.658] D7: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 630, 720, 600, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:07.658] SK: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 630, 720, 600, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:07.658] HA: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 630, 720, 630, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:07.658] C5: [630, 630, 630, 630, 630, 630, 630, 630, 660, 630, 630, 630, 690, 630, 630, 630, 660, 630, 630, 630, 630, 660, 630, 630, 630, 630, 630, 630, 630, 630, 600, 630, 630, 630, 660, 630, 630, 630, 630, 630, 660, 630, 630, 630, 630, 630, 630, 630, 630, 630] [23:38:07.658] C7: [630, 630, 630, 630, 630, 630, 630, 630, 660, 630, 630, 630, 690, 630, 630, 630, 660, 630, 630, 630, 630, 660, 630, 630, 630, 630, 630, 630, 630, 630, 600, 630, 630, 630, 660, 630, 630, 630, 630, 630, 660, 630, 630, 630, 630, 630, 630, 630, 630, 630] [23:38:07.658] C9: [630, 630, 630, 630, 630, 630, 630, 630, 660, 600, 600, 630, 690, 600, 630, 630, 660, 630, 630, 630, 630, 660, 630, 630, 600, 600, 600, 630, 630, 630, 600, 630, 630, 600, 660, 630, 630, 630, 600, 630, 660, 630, 600, 630, 630, 600, 630, 630, 630, 600] [23:38:07.658] CQ: [630, 630, 630, 630, 630, 630, 630, 630, 630, 600, 600, 630, 690, 600, 630, 660, 660, 600, 630, 630, 630, 630, 630, 660, 600, 600, 600, 630, 630, 660, 600, 630, 630, 600, 630, 630, 630, 600, 600, 630, 660, 630, 600, 660, 630, 600, 630, 630, 630, 600] [23:38:07.658] H7: [630, 630, 630, 600, 630, 600, 600, 630, 630, 630, 630, 600, 660, 630, 630, 630, 630, 630, 630, 600, 630, 630, 630, 630, 600, 600, 600, 630, 630, 630, 600, 630, 600, 600, 630, 600, 600, 630, 600, 600, 630, 630, 630, 630, 630, 630, 630, 600, 630, 600] [23:38:07.658] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:07.658] D5: [12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 9, 12, 8, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12] [23:38:07.658] D7: [12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 9, 12, 8, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12] [23:38:07.658] SK: [12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 9, 12, 8, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12] [23:38:07.659] HA: [12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 9, 12, 9, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12] [23:38:07.659] C5: [9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 11, 9, 9, 9, 10, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 8, 9, 9, 9, 10, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9] [23:38:07.659] C7: [9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 11, 9, 9, 9, 10, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 8, 9, 9, 9, 10, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9] [23:38:07.659] C9: [9, 9, 9, 9, 9, 9, 9, 9, 10, 8, 8, 9, 11, 8, 9, 9, 10, 9, 9, 9, 9, 10, 9, 9, 8, 8, 8, 9, 9, 9, 8, 9, 9, 8, 10, 9, 9, 9, 8, 9, 10, 9, 8, 9, 9, 8, 9, 9, 9, 8] [23:38:07.659] CQ: [9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 9, 11, 8, 9, 10, 10, 8, 9, 9, 9, 9, 9, 10, 8, 8, 8, 9, 9, 10, 8, 9, 9, 8, 9, 9, 9, 8, 8, 9, 10, 9, 8, 10, 9, 8, 9, 9, 9, 8] [23:38:07.659] H7: [9, 9, 9, 8, 9, 8, 8, 9, 9, 9, 9, 8, 10, 9, 9, 9, 9, 9, 9, 8, 9, 9, 9, 9, 8, 8, 8, 9, 9, 9, 8, 9, 8, 8, 9, 8, 8, 9, 8, 8, 9, 9, 9, 9, 9, 9, 9, 8, 9, 8] [23:38:07.660] --- IMP Calculation Output (card -> average IMP) --- [23:38:07.660] HA: 1.76 [23:38:07.660] D5: 1.74 [23:38:07.661] D7: 1.74 [23:38:07.661] SK: 1.74 [23:38:07.661] C5: -1.29 [23:38:07.661] C7: -1.29 [23:38:07.661] C9: -1.41 [23:38:07.661] CQ: -1.41 [23:38:07.661] H7: -1.59 [23:38:07.661] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:07.661] HA: 0.623 [23:38:07.661] D5: 0.604 [23:38:07.661] D7: 0.604 [23:38:07.661] SK: 0.604 [23:38:07.661] C5: -0.387 [23:38:07.661] C7: -0.387 [23:38:07.662] C9: -0.505 [23:38:07.662] CQ: -0.517 [23:38:07.662] H7: -0.636 [23:38:07.662] === DDS DETAILED ANALYSIS === [23:38:07.662] Cards analyzed: 9, Samples per card: 50 [23:38:07.662] [23:38:07.662] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:07.662] ----- ------ --------- ------- ----------- -------------------------------- [23:38:07.662] HA 1.76 11.88 100 % 2 [12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12...] [23:38:07.662] D5 1.74 11.86 100 % 3 [12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12...] [23:38:07.662] D7 1.74 11.86 100 % 3 [12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12...] [23:38:07.663] SK 1.74 11.86 100 % 3 [12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12...] [23:38:07.663] C5 -1.29 9.12 100 % 4 [9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 11, 9, 9, 9, 10, 9, 9, 9...] [23:38:07.663] C7 -1.29 9.12 100 % 4 [9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 11, 9, 9, 9, 10, 9, 9, 9...] [23:38:07.663] C9 -1.41 8.90 100 % 4 [9, 9, 9, 9, 9, 9, 9, 9, 10, 8, 8, 9, 11, 8, 9, 9, 10, 9, 9, 9...] [23:38:07.663] CQ -1.41 8.88 100 % 4 [9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 9, 11, 8, 9, 10, 10, 8, 9, 9...] [23:38:07.663] H7 -1.59 8.68 100 % 3 [9, 9, 9, 8, 9, 8, 8, 9, 9, 9, 9, 8, 10, 9, 9, 9, 9, 9, 9, 8...] [23:38:07.663] [23:38:07.663] Selected: HA (IMPs=1.76, avgTricks=11.88) [23:38:07.663] =================== [23:38:07.663] Selected: HA (MP 0.623, 1.76 IMPs, 11.88 tricks) [23:38:07.663] [stage-timing] ok sample=28ms validate=0ms nn=30ms signal=0ms simgames=2ms dds=78ms total=143ms samples=50 cards=4 [23:38:07.670] SUITC_CALL_BEGIN: input=' -F1 -u -c100 -ls1 75 AKQ9842 JT63' [23:38:08.269] SUITC_CALL_END: jsonLength=848 [23:38:08.269] SUITC_JSON_PREVIEW: {"SuitCAnalysis": {"OptimalResults":[ {"Tricks":7,"Percentage":90.4348} ],"Result":6.9043, "OptimumPlays":[ {"OptimumPlayFor": "MAX, N7","Plays":[{"Tricks":7,"Percentage":90.4348},{"Tricks":6,"Percent [23:38:08.269] AGREE: Diamonds inner=D5 optimal=[7,5] leader=75 partner=AKQ9842 opp=JT63 tricks=6.90 [23:38:08.269] === FindBestCardAsync: Position=S, CardsPlayed=4 === [23:38:08.269] Finding card to play for S: AKQ.AKQ7.75.Q975 [23:38:08.269] Relative position: Declarer, Contract type: NoTrump [23:38:08.270] Cards in hand mask: 10 [23:38:08.270] Candidate: xD = 89.1 % [23:38:08.270] Candidate: KS = 2.9 % [23:38:08.270] Candidate: xH = 2.7 % [23:38:08.270] Candidate: AH = 2.4 % [23:38:08.271] Candidate: xC = 2.1 % [23:38:08.271] Candidate: QH = 0.3 % [23:38:08.271] Candidate: QS = 0.1 % [23:38:08.271] Candidate: QC = 0.1 % [23:38:08.271] Candidate: KH = 0.1 % [23:38:08.271] Candidate: 9C = 0.0 % [23:38:08.271] Selected: D5 (89.1 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:09 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:09 === [23:38:09.756] === FindBestCardAsync: Position=N, CardsPlayed=6 === [23:38:09.756] Contract: 3N, Declarer: S, Dealer: E [23:38:09.756] Auction: P-2N-P-3N-P-P-P [23:38:09.756] Deal: N:... ... ... ... [23:38:09.756] Position N is on declarer's side - score table shifted by 1 declarer tricks won [23:38:09.756] ****************************** [23:38:09.756] FindMatchingDealsWithPlayInternal Input: [23:38:09.756] Position parameter: N [23:38:09.757] Deal from game: N:... ... ... ... [23:38:09.757] Hand for N: T76.T.AKQ9842.T3 [23:38:09.757] Hand for E: (null) [23:38:09.757] Hand for S: AKQ.AKQ7.75.Q975 [23:38:09.757] Hand for W: (null) [23:38:09.757] Cards played: S9, ST, SJ, SA, D5, D6 [23:38:09.757] Declarer: S [23:38:09.757] ****************************** [23:38:09.757] [DealFinder] Seed from player N hand: -836602129 [23:38:09.757] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:09.757] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:09.757] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1548MB, gc2=15) [23:38:09.757] [DealFinder] Using cardsPlayedCount=6 for visibility calculation [23:38:09.758] [ExtractPartialDeal] Position=N, Declarer=S, CardsPlayed=6 [23:38:09.758] [ExtractPartialDeal] Visible hands: N, S [23:38:09.758] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:09.758] [ExtractPartialDeal] Extracted hands: [23:38:09.758] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:09.758] E: ... (0 cards) [23:38:09.758] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:09.758] W: ... (0 cards) [23:38:09.758] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:09.758] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:09.758] [ComputePlayedCards] Card 1: S9 played by W [23:38:09.758] [ComputePlayedCards] Card 2: ST played by N [23:38:09.758] [ComputePlayedCards] Card 3: SJ played by E [23:38:09.758] [ComputePlayedCards] Card 4: SA played by S [23:38:09.759] [ComputePlayedCards] Trick complete. Winner: S [23:38:09.759] [ComputePlayedCards] Card 5: D5 played by S [23:38:09.759] [ComputePlayedCards] Card 6: D6 played by W [23:38:09.759] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST [23:38:09.759] [DealFinder] Added 1 played cards to E (was 0 cards): SJ [23:38:09.759] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA, D5 [23:38:09.759] [DealFinder] Added 2 played cards to W (was 0 cards): S9, D6 [23:38:09.759] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[0-4] C[0-7] (2 iterations) [23:38:09.759] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[0-4] C[0-7] (2 iterations) [23:38:09.760] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-11] [23:38:09.760] [DealFinder] Re-propagated HCP after played-card floor: W HCP[0-10] [23:38:09.760] [DealFinder] Known cards per player: N=13, E=1, S=13, W=2 [23:38:09.760] [DealFinder] Locked players: N, S [23:38:09.760] [DealFinder] Total known cards: 29, Remaining deck: 23, Cards to deal: 23 [23:38:09.760] [DealFinder] Players needing cards: E:12, W:11 [23:38:09.760] Large number of cards remaining. Using random generation. [23:38:09.760] [DealFinder] Hands to validate (not 13 cards in partial): E, W [23:38:09.761] [VerifyHands] FAIL for E: J832.986542..AJ6 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:09.762] [VerifyHands] FAIL for E: J85432.J854.T.K8 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:09.763] [VerifyHands] FAIL for E: J432.865432.JT.A (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:09.765] [VerifyHands] FAIL for E: J5.986532.J.AK64 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:09.769] [VerifyHands] FAIL for E: J5.986532.J3.AK2 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:09.774] [Timing] Total: 16ms, Generation: 1ms, Verification: 11ms [23:38:09.774] [Timing] Attempts: 59, PassedSimpleCheck: 59, FailedVerification: 9, Found: 50 [23:38:09.793] Search complete. Returning 50 deals. [23:38:09.794] Found 50 sample deals for simulation. [23:38:09.794] Valid deals for DDS: 50 / 50 [23:38:09.794] [SAMPLE-VAL] Validating 50 samples, hidden: E,W, contract: NT [23:38:09.802] [SAMPLE-VAL] Opening lead NN validation (S9): 50/50 samples adjusted [23:38:09.804] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:09.804] [SAMPLE-VAL] T2: S=D5 W=D6 (leader=S) (partial) [23:38:09.805] [SAMPLE-VAL] Sample 1: weight 0.100 -> 0.084 [E:T1-SJ=79 %, W:T2-D6=88 %] [23:38:09.806] [SAMPLE-VAL] Sample 2: weight 0.100 -> 0.074 [E:T1-SJ=62 %, W:T2-D6=88 %] [23:38:09.807] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.092 [E:T1-SJ=90 %, W:T2-D6=94 %] [23:38:09.808] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.061 [E:T1-SJ=75 %, W:T2-D6=50 %] [23:38:09.808] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.092 [E:T1-SJ=85 %, W:T2-D6=100 %] [23:38:09.809] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.070 [E:T1-SJ=56 %, W:T2-D6=89 %] [23:38:09.810] [SAMPLE-VAL] Sample 7: weight 0.100 -> 0.093 [E:T1-SJ=87 %, W:T2-D6=100 %] [23:38:09.811] [SAMPLE-VAL] Sample 8: weight 0.100 -> 0.091 [E:T1-SJ=84 %, W:T2-D6=100 %] [23:38:09.812] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.074 [E:T1-SJ=89 %, W:T2-D6=61 %] [23:38:09.813] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.094 [E:T1-SJ=88 %, W:T2-D6=100 %] [23:38:09.814] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.089 [E:T1-SJ=83 %, W:T2-D6=94 %] [23:38:09.815] [SAMPLE-VAL] Sample 12: weight 0.100 -> 0.072 [E:T1-SJ=53 %, W:T2-D6=100 %] [23:38:09.816] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.093 [E:T1-SJ=86 %, W:T2-D6=100 %] [23:38:09.817] [SAMPLE-VAL] Sample 14: weight 0.100 -> 0.088 [E:T1-SJ=87 %, W:T2-D6=88 %] [23:38:09.818] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.084 [E:T1-SJ=77 %, W:T2-D6=92 %] [23:38:09.819] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.067 [E:T1-SJ=67 %, W:T2-D6=67 %] [23:38:09.820] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.085 [E:T1-SJ=72 %, W:T2-D6=99 %] [23:38:09.820] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.091 [E:T1-SJ=88 %, W:T2-D6=93 %] [23:38:09.821] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.094 [E:T1-SJ=95 %, W:T2-D6=92 %] [23:38:09.822] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.078 [E:T1-SJ=61 %, W:T2-D6=100 %] [23:38:09.823] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.095 [E:T1-SJ=91 %, W:T2-D6=100 %] [23:38:09.823] [SAMPLE-VAL] Sample 22: weight 0.100 -> 0.059 [E:T1-SJ=83 %, W:T2-D6=41 %] [23:38:09.824] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.079 [E:T1-SJ=62 %, W:T2-D6=99 %] [23:38:09.825] [SAMPLE-VAL] Sample 24: weight 0.100 -> 0.064 [E:T1-SJ=95 %, W:T2-D6=43 %] [23:38:09.826] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.079 [E:T1-SJ=70 %, W:T2-D6=90 %] [23:38:09.827] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.090 [E:T1-SJ=87 %, W:T2-D6=93 %] [23:38:09.827] [SAMPLE-VAL] Sample 27: weight 0.100 -> 0.089 [E:T1-SJ=85 %, W:T2-D6=93 %] [23:38:09.828] [SAMPLE-VAL] Sample 28: weight 0.100 -> 0.077 [E:T1-SJ=65 %, W:T2-D6=91 %] [23:38:09.829] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.087 [E:T1-SJ=82 %, W:T2-D6=92 %] [23:38:09.830] [SAMPLE-VAL] Sample 30: weight 0.100 -> 0.086 [E:T1-SJ=80 %, W:T2-D6=93 %] [23:38:09.830] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.092 [E:T1-SJ=85 %, W:T2-D6=99 %] [23:38:09.831] [SAMPLE-VAL] Sample 32: weight 0.100 -> 0.086 [E:T1-SJ=75 %, W:T2-D6=99 %] [23:38:09.832] [SAMPLE-VAL] Sample 33: weight 0.100 -> 0.093 [E:T1-SJ=97 %, W:T2-D6=89 %] [23:38:09.833] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.083 [E:T1-SJ=69 %, W:T2-D6=99 %] [23:38:09.834] [SAMPLE-VAL] Sample 35: weight 0.100 -> 0.049 [E:T1-SJ=64 %, W:T2-D6=37 %] [23:38:09.834] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.092 [E:T1-SJ=86 %, W:T2-D6=99 %] [23:38:09.835] [SAMPLE-VAL] Sample 37: weight 0.100 -> 0.093 [E:T1-SJ=93 %, W:T2-D6=94 %] [23:38:09.836] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.061 [E:T1-SJ=99 %, W:T2-D6=38 %] [23:38:09.837] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.088 [E:T1-SJ=78 %, W:T2-D6=99 %] [23:38:09.837] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.087 [E:T1-SJ=75 %, W:T2-D6=100 %] [23:38:09.838] [SAMPLE-VAL] Sample 41: weight 0.100 -> 0.058 [E:T1-SJ=58 %, W:T2-D6=59 %] [23:38:09.839] [SAMPLE-VAL] Sample 42: weight 0.100 -> 0.099 [E:T1-SJ=98 %, W:T2-D6=100 %] [23:38:09.840] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.056 [E:T1-SJ=74 %, W:T2-D6=42 %] [23:38:09.841] [SAMPLE-VAL] Sample 44: weight 0.100 -> 0.091 [E:T1-SJ=85 %, W:T2-D6=99 %] [23:38:09.841] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.071 [E:T1-SJ=50 %, W:T2-D6=100 %] [23:38:09.842] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.055 [E:T1-SJ=83 %, W:T2-D6=36 %] [23:38:09.843] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.073 [E:T1-SJ=59 %, W:T2-D6=91 %] [23:38:09.844] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.061 [E:T1-SJ=78 %, W:T2-D6=48 %] [23:38:09.845] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.059 [E:T1-SJ=73 %, W:T2-D6=47 %] [23:38:09.845] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.086 [E:T1-SJ=75 %, W:T2-D6=98 %] [23:38:09.845] [SAMPLE-VAL] Done. Weight range: 0.049-0.099 [23:38:09.846] [SAMPLE-VAL] Top sample 42 (w=0.099): E:J8.J853.JT.J8642 W:95432.9642.63.AK [E:T1-SJ=98 %, W:T2-D6=100 %] [23:38:09.846] [SAMPLE-VAL] Top sample 21 (w=0.095): E:J83.8654.JT.A864 W:9542.J932.63.KJ2 [E:T1-SJ=91 %, W:T2-D6=100 %] [23:38:09.846] [SAMPLE-VAL] Top sample 10 (w=0.094): E:J42.98652.JT3.J8 W:9853.J43.6.AK642 [E:T1-SJ=88 %, W:T2-D6=100 %] [23:38:09.846] [SAMPLE-VAL] Top sample 19 (w=0.094): E:J3.J98432.T3.KJ4 W:98542.65.J6.A862 [E:T1-SJ=95 %, W:T2-D6=92 %] [23:38:09.846] [SAMPLE-VAL] Top sample 7 (w=0.093): E:J43.98654.JT3.KJ W:9852.J32.6.A8642 [E:T1-SJ=87 %, W:T2-D6=100 %] [23:38:09.846] After sample validation: 50 deals remaining [23:38:09.846] [PLAY-INFER] No inference observations detected [23:38:09.846] Using weighted samples: 50/50 have non-uniform weights (range 0.049-0.099) [23:38:09.846] Sample deals (50 total, showing first 20, by weight): [23:38:09.847] [1] (w=0.099) N:T76.T.AKQ9842.T3 J8.J853.JT.J8642 AKQ.AKQ7.75.Q975 95432.9642.63.AK [23:38:09.847] [2] (w=0.095) N:T76.T.AKQ9842.T3 J83.8654.JT.A864 AKQ.AKQ7.75.Q975 9542.J932.63.KJ2 [23:38:09.847] [3] (w=0.094) N:T76.T.AKQ9842.T3 J42.98652.JT3.J8 AKQ.AKQ7.75.Q975 9853.J43.6.AK642 [23:38:09.847] [4] (w=0.094) N:T76.T.AKQ9842.T3 J3.J98432.T3.KJ4 AKQ.AKQ7.75.Q975 98542.65.J6.A862 [23:38:09.847] [5] (w=0.093) N:T76.T.AKQ9842.T3 J43.98654.JT3.KJ AKQ.AKQ7.75.Q975 9852.J32.6.A8642 [23:38:09.847] [6] (w=0.093) N:T76.T.AKQ9842.T3 J85.J654.J3.K862 AKQ.AKQ7.75.Q975 9432.9832.T6.AJ4 [23:38:09.847] [7] (w=0.093) N:T76.T.AKQ9842.T3 J52.6432.JT.AK82 AKQ.AKQ7.75.Q975 9843.J985.63.J64 [23:38:09.847] [8] (w=0.093) N:T76.T.AKQ9842.T3 J4.986532.T3.K42 AKQ.AKQ7.75.Q975 98532.J4.J6.AJ86 [23:38:09.847] [9] (w=0.092) N:T76.T.AKQ9842.T3 J85.J964.J3.AJ64 AKQ.AKQ7.75.Q975 9432.8532.T6.K82 [23:38:09.847] [10] (w=0.092) N:T76.T.AKQ9842.T3 J53.J983.JT3.842 AKQ.AKQ7.75.Q975 9842.6542.6.AKJ6 [23:38:09.847] [11] (w=0.092) N:T76.T.AKQ9842.T3 J42.6543.T.AKJ62 AKQ.AKQ7.75.Q975 9853.J982.J63.84 [23:38:09.847] [12] (w=0.092) N:T76.T.AKQ9842.T3 J43.J9543.J.A642 AKQ.AKQ7.75.Q975 9852.862.T63.KJ8 [23:38:09.848] [13] (w=0.091) N:T76.T.AKQ9842.T3 J32.J863.JT.KJ64 AKQ.AKQ7.75.Q975 9854.9542.63.A82 [23:38:09.848] [14] (w=0.091) N:T76.T.AKQ9842.T3 J32.9432.J.AJ642 AKQ.AKQ7.75.Q975 9854.J865.T63.K8 [23:38:09.848] [15] (w=0.091) N:T76.T.AKQ9842.T3 J52.9852.J3.KJ62 AKQ.AKQ7.75.Q975 9843.J643.T6.A84 [23:38:09.848] [16] (w=0.090) N:T76.T.AKQ9842.T3 J54.98642.J3.A62 AKQ.AKQ7.75.Q975 9832.J53.T6.KJ84 [23:38:09.848] [17] (w=0.089) N:T76.T.AKQ9842.T3 J53.J653.T3.A642 AKQ.AKQ7.75.Q975 9842.9842.J6.KJ8 [23:38:09.848] [18] (w=0.089) N:T76.T.AKQ9842.T3 J842.J962.J3.K62 AKQ.AKQ7.75.Q975 953.8543.T6.AJ84 [23:38:09.848] [19] (w=0.088) N:T76.T.AKQ9842.T3 J854.J96.T.AKJ86 AKQ.AKQ7.75.Q975 932.85432.J63.42 [23:38:09.848] [20] (w=0.088) N:T76.T.AKQ9842.T3 J53.98652.J3.842 AKQ.AKQ7.75.Q975 9842.J43.T6.AKJ6 [23:38:09.848] ... and 30 more [23:38:09.960] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:09.960] DA: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 630, 720, 720, 720, 720, 720, 630, 720, 720, 720, 720, 720, 720, 630, 720, 720, 720] [23:38:09.960] D2: [630, 600, 630, 630, 630, 600, 630, 600, 630, 600, 630, 600, 630, 630, 630, 600, 600, 600, 630, 600, 630, 630, 630, 630, 630, 600, 630, 600, 600, 600, 600, 630, 630, 630, 600, 630, 600, 600, 630, 630, 630, 630, 630, 600, 630, 630, 630, 630, 630, 630] [23:38:09.960] D4: [630, 600, 630, 630, 630, 600, 630, 600, 630, 600, 630, 600, 630, 630, 630, 600, 600, 600, 630, 600, 630, 630, 630, 630, 630, 600, 630, 600, 600, 600, 600, 630, 630, 630, 600, 630, 600, 600, 630, 630, 630, 630, 630, 600, 630, 630, 630, 630, 630, 630] [23:38:09.960] D9: [630, 600, 630, 630, 630, 600, 630, 600, 630, 600, 630, 600, 630, 630, 630, 600, 600, 600, 630, 600, 630, 630, 630, 630, 630, 600, 630, 600, 600, 600, 600, 630, 630, 720, 600, 630, 600, 600, 630, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:09.960] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:09.960] DA: [12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 9, 12, 12, 12, 12, 12, 9, 12, 12, 12, 12, 12, 12, 9, 12, 12, 12] [23:38:09.960] D2: [9, 8, 9, 9, 9, 8, 9, 8, 9, 8, 9, 8, 9, 9, 9, 8, 8, 8, 9, 8, 9, 9, 9, 9, 9, 8, 9, 8, 8, 8, 8, 9, 9, 9, 8, 9, 8, 8, 9, 9, 9, 9, 9, 8, 9, 9, 9, 9, 9, 9] [23:38:09.960] D4: [9, 8, 9, 9, 9, 8, 9, 8, 9, 8, 9, 8, 9, 9, 9, 8, 8, 8, 9, 8, 9, 9, 9, 9, 9, 8, 9, 8, 8, 8, 8, 9, 9, 9, 8, 9, 8, 8, 9, 9, 9, 9, 9, 8, 9, 9, 9, 9, 9, 9] [23:38:09.961] D9: [9, 8, 9, 9, 9, 8, 9, 8, 9, 8, 9, 8, 9, 9, 9, 8, 8, 8, 9, 8, 9, 9, 9, 9, 9, 8, 9, 8, 8, 8, 8, 9, 9, 12, 8, 9, 8, 8, 9, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12] [23:38:09.961] --- IMP Calculation Output (card -> average IMP) --- [23:38:09.961] DA: 2.67 [23:38:09.961] D9: -0.41 [23:38:09.961] D2: -1.13 [23:38:09.961] D4: -1.13 [23:38:09.961] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:09.961] DA: 0.890 [23:38:09.961] D9: -0.136 [23:38:09.961] D2: -0.377 [23:38:09.962] D4: -0.377 [23:38:09.962] === DDS DETAILED ANALYSIS === [23:38:09.962] Cards analyzed: 4, Samples per card: 50 [23:38:09.962] [23:38:09.962] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:09.962] ----- ------ --------- ------- ----------- -------------------------------- [23:38:09.962] DA 2.67 11.82 100 % 2 [12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12...] [23:38:09.962] D9 -0.41 9.38 100 % 3 [9, 8, 9, 9, 9, 8, 9, 8, 9, 8, 9, 8, 9, 9, 9, 8, 8, 8, 9, 8...] [23:38:09.962] D2 -1.13 8.64 100 % 2 [9, 8, 9, 9, 9, 8, 9, 8, 9, 8, 9, 8, 9, 9, 9, 8, 8, 8, 9, 8...] [23:38:09.962] D4 -1.13 8.64 100 % 2 [9, 8, 9, 9, 9, 8, 9, 8, 9, 8, 9, 8, 9, 9, 9, 8, 8, 8, 9, 8...] [23:38:09.962] [23:38:09.962] Selected: DA (IMPs=2.67, avgTricks=11.82) [23:38:09.962] =================== [23:38:09.963] Selected: DA (MP 0.890, 2.67 IMPs, 11.82 tricks) [23:38:09.963] [stage-timing] ok sample=37ms validate=0ms nn=52ms signal=0ms simgames=1ms dds=112ms total=207ms samples=50 cards=6 [23:38:09.965] SUITC_CALL_BEGIN: input=' -F1 -u -c100 -ls4 75 AKQ9842 JT63' [23:38:10.798] SUITC_CALL_END: jsonLength=848 [23:38:10.798] SUITC_JSON_PREVIEW: {"SuitCAnalysis": {"OptimalResults":[ {"Tricks":7,"Percentage":90.4348} ],"Result":6.9043, "OptimumPlays":[ {"OptimumPlayFor": "MAX, N7","Plays":[{"Tricks":7,"Percentage":90.4348},{"Tricks":6,"Percent [23:38:10.798] === FindBestCardAsync: Position=N, CardsPlayed=6 === [23:38:10.799] Finding card to play for N: T76.T.AKQ9842.T3 [23:38:10.799] Relative position: Dummy, Contract type: NoTrump [23:38:10.799] Cards in hand mask: 6 [23:38:10.799] Candidate: AD = 64.8 % [23:38:10.800] Candidate: QD = 24.9 % [23:38:10.800] Candidate: KD = 7.3 % [23:38:10.800] Candidate: xD = 1.5 % [23:38:10.800] Candidate: 9D = 1.0 % [23:38:10.800] Candidate: 8D = 0.5 % [23:38:10.800] Selected: DA (64.8 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:12 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:12 === [23:38:12.284] === FindBestCardAsync: Position=N, CardsPlayed=8 === [23:38:12.284] Contract: 3N, Declarer: S, Dealer: E [23:38:12.284] Auction: P-2N-P-3N-P-P-P [23:38:12.284] Deal: N:... ... ... ... [23:38:12.284] Position N is on declarer's side - score table shifted by 2 declarer tricks won [23:38:12.285] ****************************** [23:38:12.285] FindMatchingDealsWithPlayInternal Input: [23:38:12.285] Position parameter: N [23:38:12.285] Deal from game: N:... ... ... ... [23:38:12.285] Hand for N: T76.T.AKQ9842.T3 [23:38:12.285] Hand for E: (null) [23:38:12.285] Hand for S: AKQ.AKQ7.75.Q975 [23:38:12.285] Hand for W: (null) [23:38:12.285] Cards played: S9, ST, SJ, SA, D5, D6, DQ, D3 [23:38:12.285] Declarer: S [23:38:12.285] ****************************** [23:38:12.285] [DealFinder] Seed from player N hand: -836602129 [23:38:12.285] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:12.286] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:12.286] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1540MB, gc2=15) [23:38:12.286] [DealFinder] Using cardsPlayedCount=8 for visibility calculation [23:38:12.286] [ExtractPartialDeal] Position=N, Declarer=S, CardsPlayed=8 [23:38:12.286] [ExtractPartialDeal] Visible hands: N, S [23:38:12.286] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:12.286] [ExtractPartialDeal] Extracted hands: [23:38:12.286] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:12.286] E: ... (0 cards) [23:38:12.286] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:12.286] W: ... (0 cards) [23:38:12.286] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:12.286] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:12.287] [ComputePlayedCards] Card 1: S9 played by W [23:38:12.287] [ComputePlayedCards] Card 2: ST played by N [23:38:12.287] [ComputePlayedCards] Card 3: SJ played by E [23:38:12.287] [ComputePlayedCards] Card 4: SA played by S [23:38:12.287] [ComputePlayedCards] Trick complete. Winner: S [23:38:12.287] [ComputePlayedCards] Card 5: D5 played by S [23:38:12.287] [ComputePlayedCards] Card 6: D6 played by W [23:38:12.287] [ComputePlayedCards] Card 7: DQ played by N [23:38:12.287] [ComputePlayedCards] Card 8: D3 played by E [23:38:12.287] [ComputePlayedCards] Trick complete. Winner: N [23:38:12.287] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST, DQ [23:38:12.287] [DealFinder] Added 2 played cards to E (was 0 cards): SJ, D3 [23:38:12.287] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA, D5 [23:38:12.287] [DealFinder] Added 2 played cards to W (was 0 cards): S9, D6 [23:38:12.288] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[0-4] C[0-7] (2 iterations) [23:38:12.288] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[0-4] C[0-7] (2 iterations) [23:38:12.288] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-11] [23:38:12.288] [DealFinder] Re-propagated HCP after played-card floor: W HCP[0-10] [23:38:12.288] [DealFinder] Known cards per player: N=13, E=2, S=13, W=2 [23:38:12.288] [DealFinder] Locked players: N, S [23:38:12.288] [DealFinder] Total known cards: 30, Remaining deck: 22, Cards to deal: 22 [23:38:12.288] [DealFinder] Players needing cards: E:11, W:11 [23:38:12.289] Large number of cards remaining. Using random generation. [23:38:12.289] [DealFinder] Hands to validate (not 13 cards in partial): E, W [23:38:12.289] [VerifyHands] FAIL for E: J532.986543.3.A2 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:12.294] [VerifyHands] FAIL for E: J85432.65.T3.AKJ (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:12.296] [Timing] Total: 10ms, Generation: 0ms, Verification: 6ms [23:38:12.296] [Timing] Attempts: 52, PassedSimpleCheck: 52, FailedVerification: 2, Found: 50 [23:38:12.312] Search complete. Returning 50 deals. [23:38:12.312] Found 50 sample deals for simulation. [23:38:12.312] Valid deals for DDS: 50 / 50 [23:38:12.312] [SAMPLE-VAL] Validating 50 samples, hidden: E,W, contract: NT [23:38:12.320] [SAMPLE-VAL] Opening lead NN validation (S9): 50/50 samples adjusted [23:38:12.321] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:12.321] [SAMPLE-VAL] T2: S=D5 W=D6 N=DQ E=D3 (leader=S) [23:38:12.322] [SAMPLE-VAL] Sample 1: weight 0.100 -> 0.089 [E:T1-SJ=76 % T2-D3=99 %, W:T2-D6=90 %] [23:38:12.323] [SAMPLE-VAL] Sample 2: weight 0.100 -> 0.093 [E:T1-SJ=76 % T2-D3=100 %, W:T2-D6=100 %] [23:38:12.324] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.094 [E:T1-SJ=93 % T2-D3=100 %, W:T2-D6=92 %] [23:38:12.325] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.082 [E:T1-SJ=56 % T2-D3=99 %, W:T2-D6=91 %] [23:38:12.326] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.061 [E:T1-SJ=61 % T2-D3=100 %, W:T2-D6=48 %] [23:38:12.327] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.055 [E:T1-SJ=68 % T2-D3=100 %, W:T2-D6=36 %] [23:38:12.328] [SAMPLE-VAL] Sample 7: weight 0.100 -> 0.080 [E:T1-SJ=42 % T2-D3=96 %, W:T2-D6=100 %] [23:38:12.329] [SAMPLE-VAL] Sample 8: weight 0.100 -> 0.096 [E:T1-SJ=94 % T2-D3=99 %, W:T2-D6=95 %] [23:38:12.330] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.091 [E:T1-SJ=83 % T2-D3=99 %, W:T2-D6=91 %] [23:38:12.331] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.083 [E:T1-SJ=61 % T2-D3=100 %, W:T2-D6=89 %] [23:38:12.332] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.096 [E:T1-SJ=93 % T2-D3=98 %, W:T2-D6=95 %] [23:38:12.333] [SAMPLE-VAL] Sample 12: weight 0.100 -> 0.064 [E:T1-SJ=72 % T2-D3=100 %, W:T2-D6=48 %] [23:38:12.334] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.064 [E:T1-SJ=87 % T2-D3=100 %, W:T2-D6=44 %] [23:38:12.335] [SAMPLE-VAL] Sample 14: weight 0.100 -> 0.098 [E:T1-SJ=93 % T2-D3=100 %, W:T2-D6=100 %] [23:38:12.336] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.095 [E:T1-SJ=92 % T2-D3=99 %, W:T2-D6=94 %] [23:38:12.337] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.089 [E:T1-SJ=80 % T2-D3=100 %, W:T2-D6=89 %] [23:38:12.337] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.096 [E:T1-SJ=98 % T2-D3=98 %, W:T2-D6=94 %] [23:38:12.338] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.096 [E:T1-SJ=87 % T2-D3=99 %, W:T2-D6=100 %] [23:38:12.339] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.097 [E:T1-SJ=99 % T2-D3=99 %, W:T2-D6=95 %] [23:38:12.340] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.057 [E:T1-SJ=80 % T2-D3=100 %, W:T2-D6=36 %] [23:38:12.341] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.058 [E:T1-SJ=87 % T2-D3=100 %, W:T2-D6=36 %] [23:38:12.342] [SAMPLE-VAL] Sample 22: weight 0.100 -> 0.095 [E:T1-SJ=95 % T2-D3=98 %, W:T2-D6=94 %] [23:38:12.343] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.087 [E:T1-SJ=69 % T2-D3=99 %, W:T2-D6=91 %] [23:38:12.344] [SAMPLE-VAL] Sample 24: weight 0.100 -> 0.086 [E:T1-SJ=64 % T2-D3=99 %, W:T2-D6=93 %] [23:38:12.345] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.095 [E:T1-SJ=82 % T2-D3=99 %, W:T2-D6=100 %] [23:38:12.346] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.092 [E:T1-SJ=85 % T2-D3=99 %, W:T2-D6=92 %] [23:38:12.347] [SAMPLE-VAL] Sample 27: weight 0.100 -> 0.088 [E:T1-SJ=61 % T2-D3=99 %, W:T2-D6=100 %] [23:38:12.348] [SAMPLE-VAL] Sample 28: weight 0.100 -> 0.098 [E:T1-SJ=94 % T2-D3=99 %, W:T2-D6=100 %] [23:38:12.349] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.094 [E:T1-SJ=94 % T2-D3=100 %, W:T2-D6=91 %] [23:38:12.350] [SAMPLE-VAL] Sample 30: weight 0.100 -> 0.087 [E:T1-SJ=76 % T2-D3=100 %, W:T2-D6=88 %] [23:38:12.351] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.070 [E:T1-SJ=90 % T2-D3=100 %, W:T2-D6=52 %] [23:38:12.353] [SAMPLE-VAL] Sample 32: weight 0.100 -> 0.095 [E:T1-SJ=92 % T2-D3=99 %, W:T2-D6=95 %] [23:38:12.354] [SAMPLE-VAL] Sample 33: weight 0.100 -> 0.093 [E:T1-SJ=91 % T2-D3=99 %, W:T2-D6=92 %] [23:38:12.355] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.087 [E:T1-SJ=58 % T2-D3=97 %, W:T2-D6=100 %] [23:38:12.356] [SAMPLE-VAL] Sample 35: weight 0.100 -> 0.082 [E:T1-SJ=63 % T2-D3=99 %, W:T2-D6=85 %] [23:38:12.357] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.069 [E:T1-SJ=71 % T2-D3=100 %, W:T2-D6=57 %] [23:38:12.358] [SAMPLE-VAL] Sample 37: weight 0.100 -> 0.098 [E:T1-SJ=94 % T2-D3=100 %, W:T2-D6=100 %] [23:38:12.359] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.062 [E:T1-SJ=84 % T2-D3=100 %, W:T2-D6=41 %] [23:38:12.360] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.098 [E:T1-SJ=94 % T2-D3=99 %, W:T2-D6=100 %] [23:38:12.361] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.055 [E:T1-SJ=52 % T2-D3=100 %, W:T2-D6=42 %] [23:38:12.362] [SAMPLE-VAL] Sample 41: weight 0.100 -> 0.086 [E:T1-SJ=67 % T2-D3=99 %, W:T2-D6=90 %] [23:38:12.363] [SAMPLE-VAL] Sample 42: weight 0.100 -> 0.097 [E:T1-SJ=99 % T2-D3=99 %, W:T2-D6=95 %] [23:38:12.364] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.097 [E:T1-SJ=89 % T2-D3=99 %, W:T2-D6=100 %] [23:38:12.365] [SAMPLE-VAL] Sample 44: weight 0.100 -> 0.063 [E:T1-SJ=92 % T2-D3=100 %, W:T2-D6=42 %] [23:38:12.366] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.058 [E:T1-SJ=72 % T2-D3=100 %, W:T2-D6=40 %] [23:38:12.367] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.094 [E:T1-SJ=99 % T2-D3=94 %, W:T2-D6=91 %] [23:38:12.368] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.067 [E:T1-SJ=94 % T2-D3=100 %, W:T2-D6=47 %] [23:38:12.369] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.096 [E:T1-SJ=96 % T2-D3=98 %, W:T2-D6=95 %] [23:38:12.370] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.092 [E:T1-SJ=86 % T2-D3=99 %, W:T2-D6=93 %] [23:38:12.371] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.094 [E:T1-SJ=94 % T2-D3=98 %, W:T2-D6=92 %] [23:38:12.371] [SAMPLE-VAL] Done. Weight range: 0.055-0.098 [23:38:12.372] [SAMPLE-VAL] Top sample 37 (w=0.098): E:J5.8643.JT3.AJ62 W:98432.J952.6.K84 [E:T1-SJ=94 % T2-D3=100 %, W:T2-D6=100 %] [23:38:12.372] [SAMPLE-VAL] Top sample 28 (w=0.098): E:J2.J932.JT3.KJ84 W:98543.8654.6.A62 [E:T1-SJ=94 % T2-D3=99 %, W:T2-D6=100 %] [23:38:12.372] [SAMPLE-VAL] Top sample 39 (w=0.098): E:J3.6432.JT3.AK86 W:98542.J985.6.J42 [E:T1-SJ=94 % T2-D3=99 %, W:T2-D6=100 %] [23:38:12.372] [SAMPLE-VAL] Top sample 14 (w=0.098): E:J4.J8632.JT3.AK2 W:98532.954.6.J864 [E:T1-SJ=93 % T2-D3=100 %, W:T2-D6=100 %] [23:38:12.372] [SAMPLE-VAL] Top sample 19 (w=0.097): E:J8.98643.J3.AK84 W:95432.J52.T6.J62 [E:T1-SJ=99 % T2-D3=99 %, W:T2-D6=95 %] [23:38:12.372] After sample validation: 50 deals remaining [23:38:12.372] [PLAY-INFER] No inference observations detected [23:38:12.372] Using weighted samples: 50/50 have non-uniform weights (range 0.055-0.098) [23:38:12.372] Sample deals (50 total, showing first 20, by weight): [23:38:12.372] [1] (w=0.098) N:T76.T.AKQ9842.T3 J5.8643.JT3.AJ62 AKQ.AKQ7.75.Q975 98432.J952.6.K84 [23:38:12.372] [2] (w=0.098) N:T76.T.AKQ9842.T3 J2.J932.JT3.KJ84 AKQ.AKQ7.75.Q975 98543.8654.6.A62 [23:38:12.373] [3] (w=0.098) N:T76.T.AKQ9842.T3 J3.6432.JT3.AK86 AKQ.AKQ7.75.Q975 98542.J985.6.J42 [23:38:12.373] [4] (w=0.098) N:T76.T.AKQ9842.T3 J4.J8632.JT3.AK2 AKQ.AKQ7.75.Q975 98532.954.6.J864 [23:38:12.373] [5] (w=0.097) N:T76.T.AKQ9842.T3 J8.98643.J3.AK84 AKQ.AKQ7.75.Q975 95432.J52.T6.J62 [23:38:12.373] [6] (w=0.097) N:T76.T.AKQ9842.T3 J8.9852.J3.AK842 AKQ.AKQ7.75.Q975 95432.J643.T6.J6 [23:38:12.373] [7] (w=0.097) N:T76.T.AKQ9842.T3 J85.9632.JT3.AK2 AKQ.AKQ7.75.Q975 9432.J854.6.J864 [23:38:12.373] [8] (w=0.096) N:T76.T.AKQ9842.T3 J32.J985.JT3.KJ8 AKQ.AKQ7.75.Q975 9854.6432.6.A642 [23:38:12.373] [9] (w=0.096) N:T76.T.AKQ9842.T3 J8.J9832.J3.AJ42 AKQ.AKQ7.75.Q975 95432.654.T6.K86 [23:38:12.373] [10] (w=0.096) N:T76.T.AKQ9842.T3 J3.J8653.J3.K842 AKQ.AKQ7.75.Q975 98542.942.T6.AJ6 [23:38:12.373] [11] (w=0.096) N:T76.T.AKQ9842.T3 J2.98642.J3.AJ62 AKQ.AKQ7.75.Q975 98543.J53.T6.K84 [23:38:12.373] [12] (w=0.096) N:T76.T.AKQ9842.T3 J85.J954.J3.A842 AKQ.AKQ7.75.Q975 9432.8632.T6.KJ6 [23:38:12.373] [13] (w=0.095) N:T76.T.AKQ9842.T3 J3.J9862.J3.J642 AKQ.AKQ7.75.Q975 98542.543.T6.AK8 [23:38:12.374] [14] (w=0.095) N:T76.T.AKQ9842.T3 J85.9543.J3.AK42 AKQ.AKQ7.75.Q975 9432.J862.T6.J86 [23:38:12.374] [15] (w=0.095) N:T76.T.AKQ9842.T3 J32.J832.JT3.AK4 AKQ.AKQ7.75.Q975 9854.9654.6.J862 [23:38:12.374] [16] (w=0.095) N:T76.T.AKQ9842.T3 J84.9843.J3.KJ42 AKQ.AKQ7.75.Q975 9532.J652.T6.A86 [23:38:12.374] [17] (w=0.094) N:T76.T.AKQ9842.T3 J85.J9852.T3.KJ6 AKQ.AKQ7.75.Q975 9432.643.J6.A842 [23:38:12.374] [18] (w=0.094) N:T76.T.AKQ9842.T3 J83.J842.T3.KJ82 AKQ.AKQ7.75.Q975 9542.9653.J6.A64 [23:38:12.374] [19] (w=0.094) N:T76.T.AKQ9842.T3 J83.J6532.J3.842 AKQ.AKQ7.75.Q975 9542.984.T6.AKJ6 [23:38:12.374] [20] (w=0.094) N:T76.T.AKQ9842.T3 J8.J965432.J3.62 AKQ.AKQ7.75.Q975 95432.8.T6.AKJ84 [23:38:12.374] ... and 30 more [23:38:12.457] [DDS] WARNING: All samples produced identical results - hands may be fully known (no sampling variance) [23:38:12.457] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:12.457] S7: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:12.458] HT: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:12.458] DA: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:12.458] C3: [660, 660, 660, 660, 660, 660, 660, 660, 660, 630, 660, 630, 660, 660, 660, 660, 660, 660, 630, 630, 630, 630, 660, 660, 630, 600, 660, 630, 630, 660, 630, 660, 660, 660, 660, 630, 630, 660, 660, 660, 630, 630, 660, 600, 660, 630, 630, 660, 630, 630] [23:38:12.458] CT: [660, 660, 660, 660, 660, 660, 660, 660, 660, 630, 660, 630, 660, 660, 660, 660, 660, 660, 630, 630, 630, 630, 660, 660, 630, 630, 660, 630, 630, 660, 630, 660, 660, 660, 660, 630, 630, 660, 660, 660, 630, 630, 660, 630, 660, 630, 630, 660, 630, 630] [23:38:12.458] D4: [-100, -100, -100, -100, -100, -100, -100, -100, -100, -200, -100, -100, -200, -100, -100, -100, -100, -100, -100, -200, -100, -100, -100, -100, -100, -200, -100, -100, -100, -100, -100, -200, -100, -200, -200, -200, -100, -100, -200, -100, -100, -100, -100, -100, -200, -100, -100, -100, -100, -100] [23:38:12.458] D9: [-100, -100, -100, -100, -100, -100, -100, -100, -100, -200, -100, -100, -200, -100, -100, -100, -100, -100, -100, -200, -100, -100, -100, -100, -100, -200, -100, -100, -100, -100, -100, -200, -100, -200, -200, -200, -100, -100, -200, -100, -100, -100, -100, -100, -200, -100, -100, -100, -100, -100] [23:38:12.458] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:12.458] S7: [11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11] [23:38:12.458] HT: [11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11] [23:38:12.458] DA: [11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11] [23:38:12.458] C3: [9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 9, 8, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 9, 9, 8, 7, 9, 8, 8, 9, 8, 9, 9, 9, 9, 8, 8, 9, 9, 9, 8, 8, 9, 7, 9, 8, 8, 9, 8, 8] [23:38:12.458] CT: [9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 9, 8, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 9, 9, 8, 8, 9, 8, 8, 9, 8, 9, 9, 9, 9, 8, 8, 9, 9, 9, 8, 8, 9, 8, 9, 8, 8, 9, 8, 8] [23:38:12.458] D4: [6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 5, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 5, 6, 5, 5, 5, 6, 6, 5, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6] [23:38:12.459] D9: [6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 5, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 5, 6, 5, 5, 5, 6, 6, 5, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6] [23:38:12.459] --- IMP Calculation Output (card -> average IMP) --- [23:38:12.460] S7: 5.19 [23:38:12.460] HT: 5.19 [23:38:12.460] DA: 5.19 [23:38:12.460] CT: 3.05 [23:38:12.460] C3: 3.04 [23:38:12.460] D4: -10.84 [23:38:12.460] D9: -10.84 [23:38:12.460] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:12.460] S7: 0.667 [23:38:12.460] HT: 0.667 [23:38:12.460] DA: 0.667 [23:38:12.460] CT: -0.161 [23:38:12.460] C3: -0.173 [23:38:12.461] D4: -0.833 [23:38:12.461] D9: -0.833 [23:38:12.461] === DDS DETAILED ANALYSIS === [23:38:12.461] Cards analyzed: 7, Samples per card: 50 [23:38:12.461] [23:38:12.461] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:12.461] ----- ------ --------- ------- ----------- -------------------------------- [23:38:12.461] S7 5.19 11.00 100 % 1 [11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11...] [23:38:12.461] HT 5.19 11.00 100 % 1 [11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11...] [23:38:12.461] DA 5.19 11.00 100 % 1 [11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11...] [23:38:12.461] CT 3.05 8.60 100 % 2 [9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 9, 8, 9, 9, 9, 9, 9, 9, 8, 8...] [23:38:12.462] C3 3.04 8.56 100 % 3 [9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 9, 8, 9, 9, 9, 9, 9, 9, 8, 8...] [23:38:12.462] D4 -10.84 5.80 0 % 2 [6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 5, 6, 6, 6, 6, 6, 6, 5...] [23:38:12.462] D9 -10.84 5.80 0 % 2 [6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 5, 6, 6, 6, 6, 6, 6, 5...] [23:38:12.462] [23:38:12.462] Selected: S7 (IMPs=5.19, avgTricks=11.00) [23:38:12.462] =================== [23:38:12.462] Selected: S7 (MP 0.667, 5.19 IMPs, 11.00 tricks) -- 2 tied card(s): HT, DA [23:38:12.462] [CLAIM] best line wins all 11 remaining tricks in every sample [23:38:12.462] [stage-timing] ok sample=27ms validate=0ms nn=59ms signal=0ms simgames=2ms dds=86ms total=178ms samples=50 cards=8 [23:38:12.464] SUITC_CALL_BEGIN: input=' -F1 -u -c100 -ls4 AKQ9842 75 JT63 -Ls s56Q3' [23:38:12.466] SUITC_CALL_END: jsonLength=276 [23:38:12.466] SUITC_JSON_PREVIEW: {"SuitCAnalysis": {"OptimalResults":[ ],"Result":6.0000, "OptimumPlays":[ {"OptimumPlayFor": "MAX","Plays":[{"Tricks":6,"Percentage":100.0000}], "Result":6.0000 , "GameTree":[ {"T":"S:7","Vs":[{"T":"J [23:38:12.467] === FindBestCardAsync: Position=N, CardsPlayed=8 === [23:38:12.467] Finding card to play for N: T76.T.AKQ9842.T3 [23:38:12.467] Relative position: Dummy, Contract type: NoTrump [23:38:12.467] Cards in hand mask: 9 [23:38:12.468] Candidate: AD = 61.1 % [23:38:12.468] Candidate: TH = 12.5 % [23:38:12.468] Candidate: xS = 11.0 % [23:38:12.468] Candidate: xD = 5.4 % [23:38:12.468] Candidate: KD = 4.6 % [23:38:12.468] Candidate: xC = 3.6 % [23:38:12.468] Candidate: TC = 1.4 % [23:38:12.468] Candidate: 8D = 0.2 % [23:38:12.468] Candidate: 9D = 0.1 % [23:38:12.468] Selected: DA (61.1 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:15 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:15 === [23:38:15.768] === FindBestCardAsync: Position=N, CardsPlayed=12 === [23:38:15.768] Contract: 3N, Declarer: S, Dealer: E [23:38:15.768] Auction: P-2N-P-3N-P-P-P [23:38:15.768] Deal: N:... ... ... ... [23:38:15.768] Position N is on declarer's side - score table shifted by 3 declarer tricks won [23:38:15.768] ****************************** [23:38:15.769] FindMatchingDealsWithPlayInternal Input: [23:38:15.769] Position parameter: N [23:38:15.769] Deal from game: N:... ... ... ... [23:38:15.769] Hand for N: T76.T.AKQ9842.T3 [23:38:15.769] Hand for E: (null) [23:38:15.769] Hand for S: AKQ.AKQ7.75.Q975 [23:38:15.769] Hand for W: (null) [23:38:15.769] Cards played: S9, ST, SJ, SA, D5, D6, DQ, D3, DK, H6, D7, DT [23:38:15.769] Declarer: S [23:38:15.769] ****************************** [23:38:15.769] [DealFinder] Seed from player N hand: -836602129 [23:38:15.769] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:15.769] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:15.770] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1534MB, gc2=15) [23:38:15.770] [DealFinder] Using cardsPlayedCount=12 for visibility calculation [23:38:15.770] [ExtractPartialDeal] Position=N, Declarer=S, CardsPlayed=12 [23:38:15.770] [ExtractPartialDeal] Visible hands: N, S [23:38:15.770] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:15.770] [ExtractPartialDeal] Extracted hands: [23:38:15.770] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:15.770] E: ... (0 cards) [23:38:15.770] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:15.770] W: ... (0 cards) [23:38:15.770] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:15.770] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:15.770] [ComputePlayedCards] Card 1: S9 played by W [23:38:15.770] [ComputePlayedCards] Card 2: ST played by N [23:38:15.770] [ComputePlayedCards] Card 3: SJ played by E [23:38:15.770] [ComputePlayedCards] Card 4: SA played by S [23:38:15.770] [ComputePlayedCards] Trick complete. Winner: S [23:38:15.771] [ComputePlayedCards] Card 5: D5 played by S [23:38:15.771] [ComputePlayedCards] Card 6: D6 played by W [23:38:15.771] [ComputePlayedCards] Card 7: DQ played by N [23:38:15.771] [ComputePlayedCards] Card 8: D3 played by E [23:38:15.771] [ComputePlayedCards] Trick complete. Winner: N [23:38:15.771] [ComputePlayedCards] Card 9: DK played by N [23:38:15.771] [ComputePlayedCards] Card 10: H6 played by E [23:38:15.771] [ComputePlayedCards] Card 11: D7 played by S [23:38:15.771] [ComputePlayedCards] Card 12: DT played by W [23:38:15.771] [ComputePlayedCards] Trick complete. Winner: N [23:38:15.771] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST, DQ, DK [23:38:15.771] [DealFinder] Added 3 played cards to E (was 0 cards): SJ, D3, H6 [23:38:15.771] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA, D5, D7 [23:38:15.771] [DealFinder] Added 3 played cards to W (was 0 cards): S9, D6, DT [23:38:15.772] [DealFinder] Show-out: E void in Diamonds (bidding said [0-13], already held 1) [23:38:15.773] [DealFinder] Assigned 1 Diamonds cards to W: DJ [23:38:15.773] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[1-1] C[0-7] (2 iterations) [23:38:15.773] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[3-3] C[0-7] (2 iterations) [23:38:15.773] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-10] [23:38:15.773] [DealFinder] Re-propagated HCP after played-card floor: W HCP[1-10] [23:38:15.773] [DealFinder] Known cards per player: N=13, E=3, S=13, W=4 [23:38:15.773] [DealFinder] Locked players: N, S [23:38:15.773] [DealFinder] Total known cards: 33, Remaining deck: 19, Cards to deal: 19 [23:38:15.774] [DealFinder] Players needing cards: E:10, W:9 [23:38:15.774] Large number of cards remaining. Using random generation. [23:38:15.774] [DealFinder] Hands to validate (not 13 cards in partial): E, W [23:38:15.775] [VerifyHands] FAIL for E: J4.J86432.3.AK64 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:15.775] [VerifyHands] FAIL for E: J.J8643.3.AKJ864 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:15.777] [VerifyHands] FAIL for E: J85432.65.3.AK64 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:15.779] [VerifyHands] FAIL for E: J3.J86543.3.KJ86 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:15.781] [Timing] Total: 11ms, Generation: 0ms, Verification: 6ms [23:38:15.781] [Timing] Attempts: 54, PassedSimpleCheck: 54, FailedVerification: 4, Found: 50 [23:38:15.796] Search complete. Returning 50 deals. [23:38:15.796] Found 50 sample deals for simulation. [23:38:15.797] Valid deals for DDS: 50 / 50 [23:38:15.797] [SAMPLE-VAL] Validating 50 samples, hidden: E,W, contract: NT [23:38:15.804] [SAMPLE-VAL] Opening lead NN validation (S9): 50/50 samples adjusted [23:38:15.804] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:15.805] [SAMPLE-VAL] T2: S=D5 W=D6 N=DQ E=D3 (leader=S) [23:38:15.805] [SAMPLE-VAL] T3: N=DK E=H6 S=D7 W=DT (leader=N) [23:38:15.806] [SAMPLE-VAL] Sample 1: weight 0.100 -> 0.012 [E:T1-SJ=73 % T2-D3=100 % T3-H6=46 %, W:T2-D6=46 % T3-DT=0 %] [23:38:15.808] [SAMPLE-VAL] Sample 2: weight 0.100 -> 0.009 [E:T1-SJ=71 % T2-D3=100 % T3-H6=5 %, W:T2-D6=53 % T3-DT=0 %] [23:38:15.810] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.014 [E:T1-SJ=88 % T2-D3=100 % T3-H6=62 %, W:T2-D6=60 % T3-DT=0 %] [23:38:15.811] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.008 [E:T1-SJ=58 % T2-D3=100 % T3-H6=5 %, W:T2-D6=43 % T3-DT=0 %] [23:38:15.813] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.013 [E:T1-SJ=94 % T2-D3=100 % T3-H6=71 %, W:T2-D6=39 % T3-DT=0 %] [23:38:15.814] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.012 [E:T1-SJ=87 % T2-D3=100 % T3-H6=42 %, W:T2-D6=46 % T3-DT=0 %] [23:38:15.816] [SAMPLE-VAL] Sample 7: weight 0.100 -> 0.013 [E:T1-SJ=97 % T2-D3=100 % T3-H6=54 %, W:T2-D6=46 % T3-DT=0 %] [23:38:15.817] [SAMPLE-VAL] Sample 8: weight 0.100 -> 0.014 [E:T1-SJ=95 % T2-D3=100 % T3-H6=62 %, W:T2-D6=53 % T3-DT=0 %] [23:38:15.819] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.011 [E:T1-SJ=83 % T2-D3=100 % T3-H6=38 %, W:T2-D6=37 % T3-DT=0 %] [23:38:15.820] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.013 [E:T1-SJ=100 % T2-D3=100 % T3-H6=43 %, W:T2-D6=55 % T3-DT=0 %] [23:38:15.822] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.010 [E:T1-SJ=67 % T2-D3=100 % T3-H6=20 %, W:T2-D6=45 % T3-DT=0 %] [23:38:15.823] [SAMPLE-VAL] Sample 12: weight 0.100 -> 0.014 [E:T1-SJ=94 % T2-D3=100 % T3-H6=82 %, W:T2-D6=43 % T3-DT=0 %] [23:38:15.825] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.013 [E:T1-SJ=90 % T2-D3=100 % T3-H6=49 %, W:T2-D6=48 % T3-DT=0 %] [23:38:15.827] [SAMPLE-VAL] Sample 14: weight 0.100 -> 0.012 [E:T1-SJ=93 % T2-D3=100 % T3-H6=38 %, W:T2-D6=44 % T3-DT=0 %] [23:38:15.828] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.011 [E:T1-SJ=71 % T2-D3=100 % T3-H6=15 %, W:T2-D6=48 % T3-DT=0 %] [23:38:15.830] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.011 [E:T1-SJ=92 % T2-D3=100 % T3-H6=21 %, W:T2-D6=52 % T3-DT=0 %] [23:38:15.831] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.012 [E:T1-SJ=90 % T2-D3=100 % T3-H6=41 %, W:T2-D6=46 % T3-DT=0 %] [23:38:15.833] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.012 [E:T1-SJ=71 % T2-D3=100 % T3-H6=69 %, W:T2-D6=35 % T3-DT=0 %] [23:38:15.834] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.010 [E:T1-SJ=68 % T2-D3=100 % T3-H6=20 %, W:T2-D6=42 % T3-DT=0 %] [23:38:15.836] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.012 [E:T1-SJ=84 % T2-D3=100 % T3-H6=54 %, W:T2-D6=39 % T3-DT=0 %] [23:38:15.837] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.013 [E:T1-SJ=74 % T2-D3=100 % T3-H6=31 %, W:T2-D6=48 % T3-DT=0 %] [23:38:15.839] [SAMPLE-VAL] Sample 22: weight 0.100 -> 0.010 [E:T1-SJ=93 % T2-D3=100 % T3-H6=12 %, W:T2-D6=47 % T3-DT=0 %] [23:38:15.840] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.011 [E:T1-SJ=66 % T2-D3=100 % T3-H6=39 %, W:T2-D6=40 % T3-DT=0 %] [23:38:15.842] [SAMPLE-VAL] Sample 24: weight 0.100 -> 0.014 [E:T1-SJ=86 % T2-D3=100 % T3-H6=70 %, W:T2-D6=49 % T3-DT=0 %] [23:38:15.844] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.012 [E:T1-SJ=82 % T2-D3=100 % T3-H6=72 %, W:T2-D6=34 % T3-DT=0 %] [23:38:15.845] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.013 [E:T1-SJ=82 % T2-D3=100 % T3-H6=69 %, W:T2-D6=44 % T3-DT=0 %] [23:38:15.847] [SAMPLE-VAL] Sample 27: weight 0.100 -> 0.012 [E:T1-SJ=79 % T2-D3=100 % T3-H6=67 %, W:T2-D6=37 % T3-DT=0 %] [23:38:15.848] [SAMPLE-VAL] Sample 28: weight 0.100 -> 0.013 [E:T1-SJ=90 % T2-D3=100 % T3-H6=79 %, W:T2-D6=42 % T3-DT=0 %] [23:38:15.850] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.014 [E:T1-SJ=96 % T2-D3=100 % T3-H6=79 %, W:T2-D6=51 % T3-DT=0 %] [23:38:15.851] [SAMPLE-VAL] Sample 30: weight 0.500 -> 0.081 [E:T1-SJ=52 % T2-D3=100 % T3-H6=33 %, W:T2-D6=43 % T3-DT=1 %] [23:38:15.853] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.011 [E:T1-SJ=76 % T2-D3=100 % T3-H6=26 %, W:T2-D6=47 % T3-DT=0 %] [23:38:15.854] [SAMPLE-VAL] Sample 32: weight 0.100 -> 0.012 [E:T1-SJ=94 % T2-D3=100 % T3-H6=26 %, W:T2-D6=49 % T3-DT=0 %] [23:38:15.856] [SAMPLE-VAL] Sample 33: weight 0.100 -> 0.012 [E:T1-SJ=70 % T2-D3=100 % T3-H6=38 %, W:T2-D6=45 % T3-DT=0 %] [23:38:15.857] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.011 [E:T1-SJ=71 % T2-D3=100 % T3-H6=40 %, W:T2-D6=40 % T3-DT=0 %] [23:38:15.859] [SAMPLE-VAL] Sample 35: weight 0.100 -> 0.011 [E:T1-SJ=88 % T2-D3=100 % T3-H6=24 %, W:T2-D6=47 % T3-DT=0 %] [23:38:15.861] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.008 [E:T1-SJ=67 % T2-D3=100 % T3-H6=4 %, W:T2-D6=45 % T3-DT=0 %] [23:38:15.862] [SAMPLE-VAL] Sample 37: weight 0.100 -> 0.013 [E:T1-SJ=94 % T2-D3=100 % T3-H6=36 %, W:T2-D6=50 % T3-DT=0 %] [23:38:15.864] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.011 [E:T1-SJ=95 % T2-D3=100 % T3-H6=18 %, W:T2-D6=53 % T3-DT=0 %] [23:38:15.865] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.013 [E:T1-SJ=95 % T2-D3=100 % T3-H6=41 %, W:T2-D6=53 % T3-DT=0 %] [23:38:15.867] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.012 [E:T1-SJ=81 % T2-D3=100 % T3-H6=78 %, W:T2-D6=30 % T3-DT=0 %] [23:38:15.868] [SAMPLE-VAL] Sample 41: weight 0.100 -> 0.013 [E:T1-SJ=95 % T2-D3=100 % T3-H6=26 %, W:T2-D6=56 % T3-DT=0 %] [23:38:15.870] [SAMPLE-VAL] Sample 42: weight 0.100 -> 0.013 [E:T1-SJ=88 % T2-D3=100 % T3-H6=83 %, W:T2-D6=38 % T3-DT=0 %] [23:38:15.871] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.010 [E:T1-SJ=95 % T2-D3=100 % T3-H6=12 %, W:T2-D6=48 % T3-DT=0 %] [23:38:15.873] [SAMPLE-VAL] Sample 44: weight 0.100 -> 0.014 [E:T1-SJ=94 % T2-D3=100 % T3-H6=63 %, W:T2-D6=47 % T3-DT=0 %] [23:38:15.874] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.010 [E:T1-SJ=61 % T2-D3=100 % T3-H6=20 %, W:T2-D6=39 % T3-DT=0 %] [23:38:15.876] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.012 [E:T1-SJ=82 % T2-D3=100 % T3-H6=62 %, W:T2-D6=35 % T3-DT=0 %] [23:38:15.877] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.012 [E:T1-SJ=69 % T2-D3=100 % T3-H6=59 %, W:T2-D6=34 % T3-DT=0 %] [23:38:15.879] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.012 [E:T1-SJ=99 % T2-D3=100 % T3-H6=25 %, W:T2-D6=60 % T3-DT=0 %] [23:38:15.881] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.011 [E:T1-SJ=68 % T2-D3=100 % T3-H6=38 %, W:T2-D6=36 % T3-DT=0 %] [23:38:15.882] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.012 [E:T1-SJ=68 % T2-D3=100 % T3-H6=51 %, W:T2-D6=39 % T3-DT=0 %] [23:38:15.882] [SAMPLE-VAL] Done. Weight range: 0.008-0.081 [23:38:15.883] [SAMPLE-VAL] Top sample 30 (w=0.081): E:J85432.6432.3.J8 W:9.J985.JT6.AK642 [E:T1-SJ=52 % T2-D3=100 % T3-H6=33 %, W:T2-D6=43 % T3-DT=1 %] [23:38:15.883] [SAMPLE-VAL] Top sample 29 (w=0.014): E:J2.J86543.3.J862 W:98543.92.JT6.AK4 [E:T1-SJ=96 % T2-D3=100 % T3-H6=79 %, W:T2-D6=51 % T3-DT=0 %] [23:38:15.883] [SAMPLE-VAL] Top sample 3 (w=0.014): E:J42.96432.3.J642 W:9853.J85.JT6.AK8 [E:T1-SJ=88 % T2-D3=100 % T3-H6=62 %, W:T2-D6=60 % T3-DT=0 %] [23:38:15.883] [SAMPLE-VAL] Top sample 8 (w=0.014): E:J82.J8643.3.J862 W:9543.952.JT6.AK4 [E:T1-SJ=95 % T2-D3=100 % T3-H6=62 %, W:T2-D6=53 % T3-DT=0 %] [23:38:15.883] [SAMPLE-VAL] Top sample 24 (w=0.014): E:J843.86532.3.864 W:952.J94.JT6.AKJ2 [E:T1-SJ=86 % T2-D3=100 % T3-H6=70 %, W:T2-D6=49 % T3-DT=0 %] [23:38:15.883] After sample validation: 50 deals remaining [23:38:15.883] [PLAY-INFER] No inference observations detected [23:38:15.883] Using weighted samples: 50/50 have non-uniform weights (range 0.008-0.081) [23:38:15.883] Sample deals (50 total, showing first 20, by weight): [23:38:15.883] [1] (w=0.081) N:T76.T.AKQ9842.T3 J85432.6432.3.J8 AKQ.AKQ7.75.Q975 9.J985.JT6.AK642 [23:38:15.883] [2] (w=0.014) N:T76.T.AKQ9842.T3 J2.J86543.3.J862 AKQ.AKQ7.75.Q975 98543.92.JT6.AK4 [23:38:15.883] [3] (w=0.014) N:T76.T.AKQ9842.T3 J42.96432.3.J642 AKQ.AKQ7.75.Q975 9853.J85.JT6.AK8 [23:38:15.884] [4] (w=0.014) N:T76.T.AKQ9842.T3 J82.J8643.3.J862 AKQ.AKQ7.75.Q975 9543.952.JT6.AK4 [23:38:15.884] [5] (w=0.014) N:T76.T.AKQ9842.T3 J843.86532.3.864 AKQ.AKQ7.75.Q975 952.J94.JT6.AKJ2 [23:38:15.884] [6] (w=0.014) N:T76.T.AKQ9842.T3 J85.865432.3.K42 AKQ.AKQ7.75.Q975 9432.J9.JT6.AJ86 [23:38:15.884] [7] (w=0.014) N:T76.T.AKQ9842.T3 J83.J9653.3.J842 AKQ.AKQ7.75.Q975 9542.842.JT6.AK6 [23:38:15.884] [8] (w=0.013) N:T76.T.AKQ9842.T3 J52.986432.3.AJ8 AKQ.AKQ7.75.Q975 9843.J5.JT6.K642 [23:38:15.884] [9] (w=0.013) N:T76.T.AKQ9842.T3 J.J6542.3.KJ8642 AKQ.AKQ7.75.Q975 985432.983.JT6.A [23:38:15.884] [10] (w=0.013) N:T76.T.AKQ9842.T3 J54.J86432.3.AJ4 AKQ.AKQ7.75.Q975 9832.95.JT6.K862 [23:38:15.884] [11] (w=0.013) N:T76.T.AKQ9842.T3 J854.86543.3.J62 AKQ.AKQ7.75.Q975 932.J92.JT6.AK84 [23:38:15.884] [12] (w=0.013) N:T76.T.AKQ9842.T3 J4.J6543.3.K8642 AKQ.AKQ7.75.Q975 98532.982.JT6.AJ [23:38:15.884] [13] (w=0.013) N:T76.T.AKQ9842.T3 J83.J98652.3.KJ4 AKQ.AKQ7.75.Q975 9542.43.JT6.A862 [23:38:15.884] [14] (w=0.013) N:T76.T.AKQ9842.T3 J543.J9863.3.642 AKQ.AKQ7.75.Q975 982.542.JT6.AKJ8 [23:38:15.884] [15] (w=0.013) N:T76.T.AKQ9842.T3 J83.J652.3.J8642 AKQ.AKQ7.75.Q975 9542.9843.JT6.AK [23:38:15.885] [16] (w=0.013) N:T76.T.AKQ9842.T3 J84.8642.3.KJ842 AKQ.AKQ7.75.Q975 9532.J953.JT6.A6 [23:38:15.885] [17] (w=0.013) N:T76.T.AKQ9842.T3 J43.98642.3.A864 AKQ.AKQ7.75.Q975 9852.J53.JT6.KJ2 [23:38:15.885] [18] (w=0.013) N:T76.T.AKQ9842.T3 J84.9632.3.KJ862 AKQ.AKQ7.75.Q975 9532.J854.JT6.A4 [23:38:15.885] [19] (w=0.012) N:T76.T.AKQ9842.T3 J532.J6542.3.864 AKQ.AKQ7.75.Q975 984.983.JT6.AKJ2 [23:38:15.885] [20] (w=0.012) N:T76.T.AKQ9842.T3 J843.J6543.3.J62 AKQ.AKQ7.75.Q975 952.982.JT6.AK84 [23:38:15.885] ... and 30 more [23:38:15.961] [DDS] WARNING: All samples produced identical results - hands may be fully known (no sampling variance) [23:38:15.961] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:15.961] DA: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:15.961] HT: [630, 600, 600, 600, 600, 600, 600, 600, 630, 600, 600, 630, -100, 600, 600, 600, 600, 600, 630, 630, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, -100, -100, 600, 600, 600, 600, -100, 600, 600, 600, 630, -100, 600, 600, 600, 600, -100, -100, 600] [23:38:15.961] C3: [630, 600, 600, 600, 600, -100, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 630, 600, 600, 600, -100, -100, 600] [23:38:15.961] CT: [630, 600, 600, 600, 600, -100, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 630, 600, 600, 600, -100, -100, 600] [23:38:15.961] S7: [630, -100, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, -100, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, -100, -100, 600, 600, 600, 600, -100, 600, 600, 600, 630, -100, 600, 600, 600, -100, -100, -100, 600] [23:38:15.961] D9: [600, -100, -100, -100, 600, -100, -100, -100, 600, -100, 600, -100, -100, 600, 600, -100, -100, -100, 600, 600, -100, -100, 600, -100, 600, 600, -100, -100, 600, -100, 600, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, 600, -100, 600, -100, -100, -100, -100, -100, 600] [23:38:15.961] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:15.961] DA: [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10] [23:38:15.961] HT: [7, 6, 6, 6, 6, 6, 6, 6, 7, 6, 6, 7, 5, 6, 6, 6, 6, 6, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 6, 6, 6, 6, 5, 6, 6, 6, 7, 5, 6, 6, 6, 6, 5, 5, 6] [23:38:15.961] C3: [7, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 7, 6, 6, 6, 5, 5, 6] [23:38:15.961] CT: [7, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 7, 6, 6, 6, 5, 5, 6] [23:38:15.961] S7: [7, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 6, 6, 6, 6, 5, 6, 6, 6, 7, 5, 6, 6, 6, 5, 5, 5, 6] [23:38:15.962] D9: [6, 5, 5, 5, 6, 5, 5, 5, 6, 5, 6, 5, 5, 6, 6, 5, 5, 5, 6, 6, 5, 5, 6, 5, 6, 6, 5, 5, 6, 5, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 5, 6, 5, 5, 5, 5, 5, 6] [23:38:15.962] --- IMP Calculation Output (card -> average IMP) --- [23:38:15.962] DA: 4.92 [23:38:15.962] C3: 1.08 [23:38:15.962] CT: 1.08 [23:38:15.962] HT: 0.22 [23:38:15.962] S7: -0.36 [23:38:15.962] D9: -6.93 [23:38:15.963] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:15.963] DA: 1.000 [23:38:15.963] HT: -0.035 [23:38:15.963] C3: -0.042 [23:38:15.963] CT: -0.042 [23:38:15.963] S7: -0.144 [23:38:15.963] D9: -0.737 [23:38:15.963] === DDS DETAILED ANALYSIS === [23:38:15.963] Cards analyzed: 6, Samples per card: 50 [23:38:15.963] [23:38:15.963] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:15.963] ----- ------ --------- ------- ----------- -------------------------------- [23:38:15.963] DA 4.92 10.00 100 % 1 [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10...] [23:38:15.963] HT 0.22 5.98 89 % 3 [7, 6, 6, 6, 6, 6, 6, 6, 7, 6, 6, 7, 5, 6, 6, 6, 6, 6, 7, 7...] [23:38:15.963] C3 1.08 5.98 95 % 3 [7, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6...] [23:38:15.964] CT 1.08 5.98 95 % 3 [7, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6...] [23:38:15.964] S7 -0.36 5.86 85 % 3 [7, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6...] [23:38:15.964] D9 -6.93 5.32 39 % 2 [6, 5, 5, 5, 6, 5, 5, 5, 6, 5, 6, 5, 5, 6, 6, 5, 5, 5, 6, 6...] [23:38:15.964] [23:38:15.964] Selected: DA (IMPs=4.92, avgTricks=10.00) [23:38:15.964] =================== [23:38:15.964] Selected: DA (MP 1.000, 4.92 IMPs, 10.00 tricks) [23:38:15.964] [CLAIM] best line wins all 10 remaining tricks in every sample [23:38:15.964] [stage-timing] ok sample=28ms validate=0ms nn=86ms signal=0ms simgames=2ms dds=76ms total=196ms samples=50 cards=12 [23:38:15.965] === FindBestCardAsync: Position=N, CardsPlayed=12 === [23:38:15.965] Finding card to play for N: T76.T.AKQ9842.T3 [23:38:15.965] Relative position: Dummy, Contract type: NoTrump [23:38:15.965] Cards in hand mask: 8 [23:38:15.966] Candidate: TH = 61.2 % [23:38:15.966] Candidate: AD = 24.2 % [23:38:15.966] Candidate: xS = 5.4 % [23:38:15.966] Candidate: xC = 4.9 % [23:38:15.966] Candidate: xD = 2.0 % [23:38:15.966] Candidate: TC = 1.8 % [23:38:15.966] Candidate: 8D = 0.2 % [23:38:15.966] Candidate: 9D = 0.2 % [23:38:15.966] Selected: HT (61.2 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:17 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:17 === [23:38:17.752] === FindBestCardAsync: Position=S, CardsPlayed=14 === [23:38:17.752] Contract: 3N, Declarer: S, Dealer: E [23:38:17.752] Auction: P-2N-P-3N-P-P-P [23:38:17.753] Deal: N:... ... ... ... [23:38:17.753] Position S is on declarer's side - score table shifted by 3 declarer tricks won [23:38:17.753] ****************************** [23:38:17.753] FindMatchingDealsWithPlayInternal Input: [23:38:17.753] Position parameter: S [23:38:17.753] Deal from game: N:... ... ... ... [23:38:17.753] Hand for N: T76.T.AKQ9842.T3 [23:38:17.753] Hand for E: (null) [23:38:17.753] Hand for S: AKQ.AKQ7.75.Q975 [23:38:17.753] Hand for W: (null) [23:38:17.753] Cards played: S9, ST, SJ, SA, D5, D6, DQ, D3, DK, H6, D7, DT, DA, S5 [23:38:17.753] Declarer: S [23:38:17.753] ****************************** [23:38:17.753] [DealFinder] Seed from player S hand: -2001559935 [23:38:17.754] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:17.754] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:17.754] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1549MB, gc2=15) [23:38:17.754] [DealFinder] Using cardsPlayedCount=14 for visibility calculation [23:38:17.754] [ExtractPartialDeal] Position=S, Declarer=S, CardsPlayed=14 [23:38:17.754] [ExtractPartialDeal] Visible hands: S, N [23:38:17.754] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:17.754] [ExtractPartialDeal] Extracted hands: [23:38:17.754] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:17.754] E: ... (0 cards) [23:38:17.754] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:17.754] W: ... (0 cards) [23:38:17.754] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:17.754] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:17.754] [ComputePlayedCards] Card 1: S9 played by W [23:38:17.755] [ComputePlayedCards] Card 2: ST played by N [23:38:17.755] [ComputePlayedCards] Card 3: SJ played by E [23:38:17.755] [ComputePlayedCards] Card 4: SA played by S [23:38:17.755] [ComputePlayedCards] Trick complete. Winner: S [23:38:17.755] [ComputePlayedCards] Card 5: D5 played by S [23:38:17.755] [ComputePlayedCards] Card 6: D6 played by W [23:38:17.755] [ComputePlayedCards] Card 7: DQ played by N [23:38:17.755] [ComputePlayedCards] Card 8: D3 played by E [23:38:17.755] [ComputePlayedCards] Trick complete. Winner: N [23:38:17.755] [ComputePlayedCards] Card 9: DK played by N [23:38:17.755] [ComputePlayedCards] Card 10: H6 played by E [23:38:17.755] [ComputePlayedCards] Card 11: D7 played by S [23:38:17.755] [ComputePlayedCards] Card 12: DT played by W [23:38:17.755] [ComputePlayedCards] Trick complete. Winner: N [23:38:17.755] [ComputePlayedCards] Card 13: DA played by N [23:38:17.755] [ComputePlayedCards] Card 14: S5 played by E [23:38:17.756] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST, DQ, DK, DA [23:38:17.756] [DealFinder] Added 4 played cards to E (was 0 cards): SJ, D3, H6, S5 [23:38:17.756] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA, D5, D7 [23:38:17.756] [DealFinder] Added 3 played cards to W (was 0 cards): S9, D6, DT [23:38:17.756] [DealFinder] Show-out: E void in Diamonds (bidding said [0-13], already held 1) [23:38:17.756] [DealFinder] Assigned 1 Diamonds cards to W: DJ [23:38:17.756] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[1-1] C[0-7] (2 iterations) [23:38:17.756] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[3-3] C[0-7] (2 iterations) [23:38:17.757] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-10] [23:38:17.757] [DealFinder] Re-propagated HCP after played-card floor: W HCP[1-10] [23:38:17.757] [DealFinder] Known cards per player: N=13, E=4, S=13, W=4 [23:38:17.757] [DealFinder] Locked players: N, S [23:38:17.757] [DealFinder] Total known cards: 34, Remaining deck: 18, Cards to deal: 18 [23:38:17.757] [DealFinder] Players needing cards: E:9, W:9 [23:38:17.757] Large number of cards remaining. Using random generation. [23:38:17.757] [DealFinder] Hands to validate (not 13 cards in partial): E, W [23:38:17.763] [VerifyHands] FAIL for E: J852.J98632.3.A2 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:17.766] [Timing] Total: 12ms, Generation: 0ms, Verification: 8ms [23:38:17.767] [Timing] Attempts: 51, PassedSimpleCheck: 51, FailedVerification: 1, Found: 50 [23:38:17.782] Search complete. Returning 50 deals. [23:38:17.783] Found 50 sample deals for simulation. [23:38:17.783] Valid deals for DDS: 50 / 50 [23:38:17.783] [SAMPLE-VAL] Validating 50 samples, hidden: E,W, contract: NT [23:38:17.790] [SAMPLE-VAL] Opening lead NN validation (S9): 50/50 samples adjusted [23:38:17.791] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:17.791] [SAMPLE-VAL] T2: S=D5 W=D6 N=DQ E=D3 (leader=S) [23:38:17.791] [SAMPLE-VAL] T3: N=DK E=H6 S=D7 W=DT (leader=N) [23:38:17.791] [SAMPLE-VAL] T4: N=DA E=S5 (leader=N) (partial) [23:38:17.793] [SAMPLE-VAL] Sample 1: weight 0.100 -> 0.013 [E:T1-SJ=71 % T2-D3=100 % T3-H6=20 % T4-S5=66 %, W:T2-D6=51 % T3-DT=0 %] [23:38:17.795] [SAMPLE-VAL] Sample 2: weight 0.100 -> 0.011 [E:T1-SJ=70 % T2-D3=100 % T3-H6=23 % T4-S5=58 %, W:T2-D6=46 % T3-DT=0 %] [23:38:17.797] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.010 [E:T1-SJ=92 % T2-D3=100 % T3-H6=66 % T4-S5=10 %, W:T2-D6=44 % T3-DT=0 %] [23:38:17.799] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.011 [E:T1-SJ=83 % T2-D3=100 % T3-H6=28 % T4-S5=41 %, W:T2-D6=43 % T3-DT=0 %] [23:38:17.800] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.011 [E:T1-SJ=57 % T2-D3=100 % T3-H6=24 % T4-S5=85 %, W:T2-D6=42 % T3-DT=0 %] [23:38:17.802] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.010 [E:T1-SJ=85 % T2-D3=100 % T3-H6=18 % T4-S5=33 %, W:T2-D6=47 % T3-DT=0 %] [23:38:17.804] [SAMPLE-VAL] Sample 7: weight 0.100 -> 0.010 [E:T1-SJ=85 % T2-D3=100 % T3-H6=18 % T4-S5=33 %, W:T2-D6=47 % T3-DT=0 %] [23:38:17.806] [SAMPLE-VAL] Sample 8: weight 0.500 -> 0.054 [E:T1-SJ=51 % T2-D3=100 % T3-H6=18 % T4-S5=82 %, W:T2-D6=49 % T3-DT=0 %] [23:38:17.808] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.010 [E:T1-SJ=85 % T2-D3=100 % T3-H6=31 % T4-S5=20 %, W:T2-D6=50 % T3-DT=0 %] [23:38:17.809] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.008 [E:T1-SJ=74 % T2-D3=100 % T3-H6=6 % T4-S5=23 %, W:T2-D6=48 % T3-DT=0 %] [23:38:17.811] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.011 [E:T1-SJ=68 % T2-D3=100 % T3-H6=38 % T4-S5=75 %, W:T2-D6=36 % T3-DT=0 %] [23:38:17.813] [SAMPLE-VAL] Sample 12: weight 0.100 -> 0.011 [E:T1-SJ=67 % T2-D3=100 % T3-H6=52 % T4-S5=58 %, W:T2-D6=34 % T3-DT=0 %] [23:38:17.815] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.012 [E:T1-SJ=69 % T2-D3=100 % T3-H6=50 % T4-S5=64 %, W:T2-D6=40 % T3-DT=0 %] [23:38:17.817] [SAMPLE-VAL] Sample 14: weight 0.100 -> 0.011 [E:T1-SJ=91 % T2-D3=100 % T3-H6=87 % T4-S5=8 %, W:T2-D6=49 % T3-DT=0 %] [23:38:17.819] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.010 [E:T1-SJ=91 % T2-D3=100 % T3-H6=83 % T4-S5=5 %, W:T2-D6=52 % T3-DT=0 %] [23:38:17.820] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.012 [E:T1-SJ=80 % T2-D3=100 % T3-H6=59 % T4-S5=40 %, W:T2-D6=49 % T3-DT=0 %] [23:38:17.822] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.011 [E:T1-SJ=73 % T2-D3=100 % T3-H6=57 % T4-S5=36 %, W:T2-D6=41 % T3-DT=0 %] [23:38:17.824] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.011 [E:T1-SJ=84 % T2-D3=100 % T3-H6=50 % T4-S5=32 %, W:T2-D6=43 % T3-DT=0 %] [23:38:17.826] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.011 [E:T1-SJ=73 % T2-D3=100 % T3-H6=57 % T4-S5=36 %, W:T2-D6=41 % T3-DT=0 %] [23:38:17.828] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.011 [E:T1-SJ=73 % T2-D3=100 % T3-H6=75 % T4-S5=26 %, W:T2-D6=38 % T3-DT=0 %] [23:38:17.830] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.011 [E:T1-SJ=86 % T2-D3=100 % T3-H6=56 % T4-S5=24 %, W:T2-D6=49 % T3-DT=0 %] [23:38:17.831] [SAMPLE-VAL] Sample 22: weight 0.500 -> 0.053 [E:T1-SJ=51 % T2-D3=100 % T3-H6=15 % T4-S5=85 %, W:T2-D6=47 % T3-DT=0 %] [23:38:17.833] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.008 [E:T1-SJ=95 % T2-D3=100 % T3-H6=96 % T4-S5=2 %, W:T2-D6=40 % T3-DT=0 %] [23:38:17.835] [SAMPLE-VAL] Sample 24: weight 0.100 -> 0.011 [E:T1-SJ=67 % T2-D3=100 % T3-H6=31 % T4-S5=69 %, W:T2-D6=45 % T3-DT=0 %] [23:38:17.837] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.011 [E:T1-SJ=90 % T2-D3=100 % T3-H6=52 % T4-S5=20 %, W:T2-D6=43 % T3-DT=0 %] [23:38:17.839] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.011 [E:T1-SJ=79 % T2-D3=100 % T3-H6=29 % T4-S5=29 %, W:T2-D6=55 % T3-DT=0 %] [23:38:17.841] [SAMPLE-VAL] Sample 27: weight 0.100 -> 0.009 [E:T1-SJ=75 % T2-D3=100 % T3-H6=11 % T4-S5=31 %, W:T2-D6=46 % T3-DT=0 %] [23:38:17.843] [SAMPLE-VAL] Sample 28: weight 0.100 -> 0.011 [E:T1-SJ=68 % T2-D3=100 % T3-H6=32 % T4-S5=66 %, W:T2-D6=39 % T3-DT=0 %] [23:38:17.844] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.009 [E:T1-SJ=84 % T2-D3=100 % T3-H6=9 % T4-S5=28 %, W:T2-D6=44 % T3-DT=0 %] [23:38:17.846] [SAMPLE-VAL] Sample 30: weight 0.100 -> 0.011 [E:T1-SJ=72 % T2-D3=100 % T3-H6=26 % T4-S5=68 %, W:T2-D6=45 % T3-DT=0 %] [23:38:17.848] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.011 [E:T1-SJ=68 % T2-D3=100 % T3-H6=28 % T4-S5=58 %, W:T2-D6=43 % T3-DT=0 %] [23:38:17.850] [SAMPLE-VAL] Sample 32: weight 0.100 -> 0.012 [E:T1-SJ=74 % T2-D3=100 % T3-H6=45 % T4-S5=51 %, W:T2-D6=44 % T3-DT=0 %] [23:38:17.851] [SAMPLE-VAL] Sample 33: weight 0.100 -> 0.010 [E:T1-SJ=91 % T2-D3=100 % T3-H6=81 % T4-S5=9 %, W:T2-D6=43 % T3-DT=0 %] [23:38:17.853] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.011 [E:T1-SJ=70 % T2-D3=100 % T3-H6=58 % T4-S5=53 %, W:T2-D6=34 % T3-DT=0 %] [23:38:17.855] [SAMPLE-VAL] Sample 35: weight 0.100 -> 0.013 [E:T1-SJ=84 % T2-D3=100 % T3-H6=73 % T4-S5=20 %, W:T2-D6=45 % T3-DT=0 %] [23:38:17.857] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.011 [E:T1-SJ=76 % T2-D3=100 % T3-H6=33 % T4-S5=50 %, W:T2-D6=46 % T3-DT=0 %] [23:38:17.859] [SAMPLE-VAL] Sample 37: weight 0.100 -> 0.011 [E:T1-SJ=78 % T2-D3=100 % T3-H6=65 % T4-S5=35 %, W:T2-D6=39 % T3-DT=0 %] [23:38:17.860] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.009 [E:T1-SJ=76 % T2-D3=100 % T3-H6=11 % T4-S5=28 %, W:T2-D6=46 % T3-DT=0 %] [23:38:17.862] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.011 [E:T1-SJ=89 % T2-D3=100 % T3-H6=51 % T4-S5=22 %, W:T2-D6=43 % T3-DT=0 %] [23:38:17.864] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.008 [E:T1-SJ=96 % T2-D3=100 % T3-H6=90 % T4-S5=1 %, W:T2-D6=46 % T3-DT=0 %] [23:38:17.866] [SAMPLE-VAL] Sample 41: weight 0.100 -> 0.010 [E:T1-SJ=90 % T2-D3=100 % T3-H6=49 % T4-S5=13 %, W:T2-D6=48 % T3-DT=0 %] [23:38:17.867] [SAMPLE-VAL] Sample 42: weight 0.100 -> 0.009 [E:T1-SJ=86 % T2-D3=100 % T3-H6=16 % T4-S5=14 %, W:T2-D6=47 % T3-DT=0 %] [23:38:17.869] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.008 [E:T1-SJ=95 % T2-D3=100 % T3-H6=85 % T4-S5=2 %, W:T2-D6=38 % T3-DT=0 %] [23:38:17.871] [SAMPLE-VAL] Sample 44: weight 0.500 -> 0.052 [E:T1-SJ=46 % T2-D3=100 % T3-H6=13 % T4-S5=87 %, W:T2-D6=50 % T3-DT=0 %] [23:38:17.873] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.011 [E:T1-SJ=75 % T2-D3=100 % T3-H6=28 % T4-S5=71 %, W:T2-D6=44 % T3-DT=0 %] [23:38:17.875] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.010 [E:T1-SJ=73 % T2-D3=100 % T3-H6=15 % T4-S5=39 %, W:T2-D6=47 % T3-DT=0 %] [23:38:17.877] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.010 [E:T1-SJ=81 % T2-D3=100 % T3-H6=10 % T4-S5=24 %, W:T2-D6=58 % T3-DT=0 %] [23:38:17.880] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.010 [E:T1-SJ=83 % T2-D3=100 % T3-H6=84 % T4-S5=12 %, W:T2-D6=39 % T3-DT=0 %] [23:38:17.883] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.011 [E:T1-SJ=89 % T2-D3=100 % T3-H6=72 % T4-S5=12 %, W:T2-D6=44 % T3-DT=0 %] [23:38:17.886] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.011 [E:T1-SJ=77 % T2-D3=100 % T3-H6=44 % T4-S5=48 %, W:T2-D6=37 % T3-DT=0 %] [23:38:17.886] [SAMPLE-VAL] Done. Weight range: 0.008-0.054 [23:38:17.887] [SAMPLE-VAL] Top sample 8 (w=0.054): E:J85432.653.3.A42 W:9.J9842.JT6.KJ86 [E:T1-SJ=51 % T2-D3=100 % T3-H6=18 % T4-S5=82 %, W:T2-D6=49 % T3-DT=0 %] [23:38:17.887] [SAMPLE-VAL] Top sample 22 (w=0.053): E:J85432.8642.3.J4 W:9.J953.JT6.AK862 [E:T1-SJ=51 % T2-D3=100 % T3-H6=15 % T4-S5=85 %, W:T2-D6=47 % T3-DT=0 %] [23:38:17.887] [SAMPLE-VAL] Top sample 44 (w=0.052): E:J85432.964.3.AJ4 W:9.J8532.JT6.K862 [E:T1-SJ=46 % T2-D3=100 % T3-H6=13 % T4-S5=87 %, W:T2-D6=50 % T3-DT=0 %] [23:38:17.887] [SAMPLE-VAL] Top sample 35 (w=0.013): E:J854.86532.3.J84 W:932.J94.JT6.AK62 [E:T1-SJ=84 % T2-D3=100 % T3-H6=73 % T4-S5=20 %, W:T2-D6=45 % T3-DT=0 %] [23:38:17.888] [SAMPLE-VAL] Top sample 1 (w=0.013): E:J8532.864.3.J864 W:94.J9532.JT6.AK2 [E:T1-SJ=71 % T2-D3=100 % T3-H6=20 % T4-S5=66 %, W:T2-D6=51 % T3-DT=0 %] [23:38:17.888] After sample validation: 50 deals remaining [23:38:17.888] [PLAY-INFER] No inference observations detected [23:38:17.888] Using weighted samples: 50/50 have non-uniform weights (range 0.008-0.054) [23:38:17.888] Sample deals (50 total, showing first 20, by weight): [23:38:17.889] [1] (w=0.054) N:T76.T.AKQ9842.T3 J85432.653.3.A42 AKQ.AKQ7.75.Q975 9.J9842.JT6.KJ86 [23:38:17.889] [2] (w=0.053) N:T76.T.AKQ9842.T3 J85432.8642.3.J4 AKQ.AKQ7.75.Q975 9.J953.JT6.AK862 [23:38:17.889] [3] (w=0.052) N:T76.T.AKQ9842.T3 J85432.964.3.AJ4 AKQ.AKQ7.75.Q975 9.J8532.JT6.K862 [23:38:17.889] [4] (w=0.013) N:T76.T.AKQ9842.T3 J854.86532.3.J84 AKQ.AKQ7.75.Q975 932.J94.JT6.AK62 [23:38:17.890] [5] (w=0.013) N:T76.T.AKQ9842.T3 J8532.864.3.J864 AKQ.AKQ7.75.Q975 94.J9532.JT6.AK2 [23:38:17.890] [6] (w=0.012) N:T76.T.AKQ9842.T3 J542.6543.3.KJ84 AKQ.AKQ7.75.Q975 983.J982.JT6.A62 [23:38:17.890] [7] (w=0.012) N:T76.T.AKQ9842.T3 J8543.642.3.AKJ8 AKQ.AKQ7.75.Q975 92.J9853.JT6.642 [23:38:17.890] [8] (w=0.012) N:T76.T.AKQ9842.T3 J542.98632.3.A62 AKQ.AKQ7.75.Q975 983.J54.JT6.KJ84 [23:38:17.890] [9] (w=0.011) N:T76.T.AKQ9842.T3 J8532.98652.3.42 AKQ.AKQ7.75.Q975 94.J43.JT6.AKJ86 [23:38:17.890] [10] (w=0.011) N:T76.T.AKQ9842.T3 J543.J9865.3.KJ2 AKQ.AKQ7.75.Q975 982.432.JT6.A864 [23:38:17.890] [11] (w=0.011) N:T76.T.AKQ9842.T3 J852.J8653.3.862 AKQ.AKQ7.75.Q975 943.942.JT6.AKJ4 [23:38:17.891] [12] (w=0.011) N:T76.T.AKQ9842.T3 J542.J652.3.J862 AKQ.AKQ7.75.Q975 983.9843.JT6.AK4 [23:38:17.891] [13] (w=0.011) N:T76.T.AKQ9842.T3 J543.86532.3.A64 AKQ.AKQ7.75.Q975 982.J94.JT6.KJ82 [23:38:17.891] [14] (w=0.011) N:T76.T.AKQ9842.T3 J532.J962.3.AKJ2 AKQ.AKQ7.75.Q975 984.8543.JT6.864 [23:38:17.891] [15] (w=0.011) N:T76.T.AKQ9842.T3 J8543.J642.3.A82 AKQ.AKQ7.75.Q975 92.9853.JT6.KJ64 [23:38:17.894] [16] (w=0.011) N:T76.T.AKQ9842.T3 J8543.96543.3.A8 AKQ.AKQ7.75.Q975 92.J82.JT6.KJ642 [23:38:17.894] [17] (w=0.011) N:T76.T.AKQ9842.T3 J852.98643.3.K64 AKQ.AKQ7.75.Q975 943.J52.JT6.AJ82 [23:38:17.895] [18] (w=0.011) N:T76.T.AKQ9842.T3 J532.6543.3.AJ62 AKQ.AKQ7.75.Q975 984.J982.JT6.K84 [23:38:17.895] [19] (w=0.011) N:T76.T.AKQ9842.T3 J542.6532.3.AJ62 AKQ.AKQ7.75.Q975 983.J984.JT6.K84 [23:38:17.895] [20] (w=0.011) N:T76.T.AKQ9842.T3 J8542.6432.3.KJ2 AKQ.AKQ7.75.Q975 93.J985.JT6.A864 [23:38:17.895] ... and 30 more [23:38:17.996] [DDS] WARNING: All samples produced identical results - hands may be fully known (no sampling variance) [23:38:17.996] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:17.996] C5: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:17.996] C7: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:17.997] H7: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:17.997] C9: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:17.997] CQ: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:17.997] HA: [690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 720, 690] [23:38:17.997] SK: [690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 720, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 720, 720] [23:38:17.997] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:17.997] C5: [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10] [23:38:17.997] C7: [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10] [23:38:17.997] H7: [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10] [23:38:17.997] C9: [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10] [23:38:17.997] CQ: [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10] [23:38:17.998] HA: [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9] [23:38:17.998] SK: [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 10] [23:38:17.998] --- IMP Calculation Output (card -> average IMP) --- [23:38:17.999] C5: 0.32 [23:38:17.999] C7: 0.32 [23:38:17.999] H7: 0.32 [23:38:17.999] C9: 0.32 [23:38:17.999] CQ: 0.32 [23:38:17.999] SK: -0.79 [23:38:17.999] HA: -0.83 [23:38:17.999] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:17.999] C5: 0.324 [23:38:17.999] C7: 0.324 [23:38:17.999] H7: 0.324 [23:38:18.000] C9: 0.324 [23:38:18.000] CQ: 0.324 [23:38:18.000] SK: -0.794 [23:38:18.000] HA: -0.828 [23:38:18.000] === DDS DETAILED ANALYSIS === [23:38:18.000] Cards analyzed: 7, Samples per card: 50 [23:38:18.000] [23:38:18.000] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:18.000] ----- ------ --------- ------- ----------- -------------------------------- [23:38:18.000] C5 0.32 10.00 100 % 1 [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10...] [23:38:18.001] C7 0.32 10.00 100 % 1 [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10...] [23:38:18.001] H7 0.32 10.00 100 % 1 [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10...] [23:38:18.001] C9 0.32 10.00 100 % 1 [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10...] [23:38:18.001] CQ 0.32 10.00 100 % 1 [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10...] [23:38:18.001] SK -0.79 9.06 100 % 2 [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9...] [23:38:18.001] HA -0.83 9.02 100 % 2 [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9...] [23:38:18.001] [23:38:18.001] Selected: C5 (IMPs=0.32, avgTricks=10.00) [23:38:18.001] =================== [23:38:18.002] Selected: C5 (MP 0.324, 0.32 IMPs, 10.00 tricks) -- 4 tied card(s): C7, H7, C9, CQ [23:38:18.002] [stage-timing] ok sample=29ms validate=0ms nn=105ms signal=0ms simgames=4ms dds=102ms total=249ms samples=50 cards=14 [23:38:18.002] === FindBestCardAsync: Position=S, CardsPlayed=14 === [23:38:18.002] Finding card to play for S: AKQ.AKQ7.75.Q975 [23:38:18.002] Relative position: Declarer, Contract type: NoTrump [23:38:18.003] Cards in hand mask: 9 [23:38:18.004] Candidate: xC = 60.2 % [23:38:18.004] Candidate: xH = 31.1 % [23:38:18.004] Candidate: QS = 5.7 % [23:38:18.004] Candidate: KS = 1.3 % [23:38:18.004] Candidate: 9C = 1.2 % [23:38:18.004] Candidate: QH = 0.3 % [23:38:18.004] Candidate: QC = 0.2 % [23:38:18.004] Candidate: AH = 0.0 % [23:38:18.004] Candidate: KH = 0.0 % [23:38:18.005] Selected: C5 (60.2 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:19 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:19 === [23:38:19.501] === FindBestCardAsync: Position=N, CardsPlayed=16 === [23:38:19.501] Contract: 3N, Declarer: S, Dealer: E [23:38:19.501] Auction: P-2N-P-3N-P-P-P [23:38:19.501] Deal: N:... ... ... ... [23:38:19.502] Position N is on declarer's side - score table shifted by 4 declarer tricks won [23:38:19.502] ****************************** [23:38:19.502] FindMatchingDealsWithPlayInternal Input: [23:38:19.502] Position parameter: N [23:38:19.502] Deal from game: N:... ... ... ... [23:38:19.502] Hand for N: T76.T.AKQ9842.T3 [23:38:19.502] Hand for E: (null) [23:38:19.502] Hand for S: AKQ.AKQ7.75.Q975 [23:38:19.502] Hand for W: (null) [23:38:19.502] Cards played: S9, ST, SJ, SA, D5, D6, DQ, D3, DK, H6, D7, DT, DA, S5, C5, DJ [23:38:19.502] Declarer: S [23:38:19.502] ****************************** [23:38:19.503] [DealFinder] Seed from player N hand: -836602129 [23:38:19.503] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:19.503] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:19.503] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1543MB, gc2=15) [23:38:19.503] [DealFinder] Using cardsPlayedCount=16 for visibility calculation [23:38:19.503] [ExtractPartialDeal] Position=N, Declarer=S, CardsPlayed=16 [23:38:19.503] [ExtractPartialDeal] Visible hands: N, S [23:38:19.503] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:19.503] [ExtractPartialDeal] Extracted hands: [23:38:19.503] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:19.503] E: ... (0 cards) [23:38:19.503] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:19.503] W: ... (0 cards) [23:38:19.503] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:19.504] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:19.504] [ComputePlayedCards] Card 1: S9 played by W [23:38:19.504] [ComputePlayedCards] Card 2: ST played by N [23:38:19.504] [ComputePlayedCards] Card 3: SJ played by E [23:38:19.504] [ComputePlayedCards] Card 4: SA played by S [23:38:19.504] [ComputePlayedCards] Trick complete. Winner: S [23:38:19.504] [ComputePlayedCards] Card 5: D5 played by S [23:38:19.504] [ComputePlayedCards] Card 6: D6 played by W [23:38:19.504] [ComputePlayedCards] Card 7: DQ played by N [23:38:19.504] [ComputePlayedCards] Card 8: D3 played by E [23:38:19.504] [ComputePlayedCards] Trick complete. Winner: N [23:38:19.504] [ComputePlayedCards] Card 9: DK played by N [23:38:19.504] [ComputePlayedCards] Card 10: H6 played by E [23:38:19.504] [ComputePlayedCards] Card 11: D7 played by S [23:38:19.504] [ComputePlayedCards] Card 12: DT played by W [23:38:19.504] [ComputePlayedCards] Trick complete. Winner: N [23:38:19.504] [ComputePlayedCards] Card 13: DA played by N [23:38:19.505] [ComputePlayedCards] Card 14: S5 played by E [23:38:19.505] [ComputePlayedCards] Card 15: C5 played by S [23:38:19.505] [ComputePlayedCards] Card 16: DJ played by W [23:38:19.505] [ComputePlayedCards] Trick complete. Winner: N [23:38:19.505] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST, DQ, DK, DA [23:38:19.505] [DealFinder] Added 4 played cards to E (was 0 cards): SJ, D3, H6, S5 [23:38:19.505] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA, D5, D7, C5 [23:38:19.505] [DealFinder] Added 4 played cards to W (was 0 cards): S9, D6, DT, DJ [23:38:19.505] [DealFinder] Show-out: E void in Diamonds (bidding said [0-13], already held 1) [23:38:19.505] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[1-1] C[0-7] (2 iterations) [23:38:19.505] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[3-3] C[0-7] (2 iterations) [23:38:19.506] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-10] [23:38:19.506] [DealFinder] Re-propagated HCP after played-card floor: W HCP[1-10] [23:38:19.506] [DealFinder] Known cards per player: N=13, E=4, S=13, W=4 [23:38:19.506] [DealFinder] Locked players: N, S [23:38:19.506] [DealFinder] Total known cards: 34, Remaining deck: 18, Cards to deal: 18 [23:38:19.506] [DealFinder] Players needing cards: E:9, W:9 [23:38:19.506] Large number of cards remaining. Using random generation. [23:38:19.506] [DealFinder] Hands to validate (not 13 cards in partial): E, W [23:38:19.506] [VerifyHands] FAIL for E: J85432.64.3.A842 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:19.507] [VerifyHands] FAIL for E: J85.J965432.3.A2 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:19.508] [VerifyHands] FAIL for E: J852.J98632.3.AK (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:19.510] [VerifyHands] FAIL for E: J542.J98632.3.K6 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:19.511] [VerifyHands] FAIL for E: J85432.9642.3.A8 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:19.514] [Timing] Total: 11ms, Generation: 0ms, Verification: 6ms [23:38:19.514] [Timing] Attempts: 57, PassedSimpleCheck: 57, FailedVerification: 7, Found: 50 [23:38:19.532] Search complete. Returning 50 deals. [23:38:19.532] Found 50 sample deals for simulation. [23:38:19.532] Valid deals for DDS: 50 / 50 [23:38:19.532] [SAMPLE-VAL] Validating 50 samples, hidden: E,W, contract: NT [23:38:19.543] [SAMPLE-VAL] Opening lead NN validation (S9): 50/50 samples adjusted [23:38:19.544] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:19.544] [SAMPLE-VAL] T2: S=D5 W=D6 N=DQ E=D3 (leader=S) [23:38:19.544] [SAMPLE-VAL] T3: N=DK E=H6 S=D7 W=DT (leader=N) [23:38:19.544] [SAMPLE-VAL] T4: N=DA E=S5 S=C5 W=DJ (leader=N) [23:38:19.546] [SAMPLE-VAL] Sample 1: weight 0.500 -> 0.085 [E:T1-SJ=55 % T2-D3=100 % T3-H6=4 % T4-S5=73 %, W:T2-D6=52 % T3-DT=0 % T4-DJ=100 %] [23:38:19.549] [SAMPLE-VAL] Sample 2: weight 0.500 -> 0.100 [E:T1-SJ=61 % T2-D3=100 % T3-H6=13 % T4-S5=75 %, W:T2-D6=53 % T3-DT=0 % T4-DJ=100 %] [23:38:19.551] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.021 [E:T1-SJ=74 % T2-D3=100 % T3-H6=32 % T4-S5=50 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 %] [23:38:19.553] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.020 [E:T1-SJ=67 % T2-D3=100 % T3-H6=16 % T4-S5=71 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 %] [23:38:19.555] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.020 [E:T1-SJ=84 % T2-D3=100 % T3-H6=81 % T4-S5=18 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 %] [23:38:19.557] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.021 [E:T1-SJ=83 % T2-D3=100 % T3-H6=34 % T4-S5=49 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 %] [23:38:19.559] [SAMPLE-VAL] Sample 7: weight 0.500 -> 0.099 [E:T1-SJ=52 % T2-D3=100 % T3-H6=15 % T4-S5=83 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 %] [23:38:19.561] [SAMPLE-VAL] Sample 8: weight 0.100 -> 0.023 [E:T1-SJ=73 % T2-D3=100 % T3-H6=47 % T4-S5=62 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 %] [23:38:19.563] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.021 [E:T1-SJ=90 % T2-D3=100 % T3-H6=78 % T4-S5=15 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 %] [23:38:19.565] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.022 [E:T1-SJ=82 % T2-D3=100 % T3-H6=65 % T4-S5=34 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 %] [23:38:19.567] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.021 [E:T1-SJ=76 % T2-D3=100 % T3-H6=73 % T4-S5=22 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 %] [23:38:19.570] [SAMPLE-VAL] Sample 12: weight 0.100 -> 0.016 [E:T1-SJ=95 % T2-D3=100 % T3-H6=75 % T4-S5=2 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 %] [23:38:19.572] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.018 [E:T1-SJ=93 % T2-D3=100 % T3-H6=69 % T4-S5=6 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 %] [23:38:19.574] [SAMPLE-VAL] Sample 14: weight 0.100 -> 0.020 [E:T1-SJ=81 % T2-D3=100 % T3-H6=60 % T4-S5=22 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 %] [23:38:19.576] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.017 [E:T1-SJ=56 % T2-D3=100 % T3-H6=2 % T4-S5=80 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 %] [23:38:19.578] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.020 [E:T1-SJ=92 % T2-D3=100 % T3-H6=66 % T4-S5=10 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 %] [23:38:19.580] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.016 [E:T1-SJ=94 % T2-D3=100 % T3-H6=37 % T4-S5=4 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 %] [23:38:19.583] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.022 [E:T1-SJ=69 % T2-D3=100 % T3-H6=54 % T4-S5=56 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 %] [23:38:19.585] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.022 [E:T1-SJ=69 % T2-D3=100 % T3-H6=53 % T4-S5=45 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 %] [23:38:19.587] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.024 [E:T1-SJ=74 % T2-D3=100 % T3-H6=32 % T4-S5=60 %, W:T2-D6=48 % T3-DT=0 % T4-DJ=100 %] [23:38:19.589] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.020 [E:T1-SJ=56 % T2-D3=100 % T3-H6=20 % T4-S5=86 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 %] [23:38:19.591] [SAMPLE-VAL] Sample 22: weight 0.500 -> 0.094 [E:T1-SJ=54 % T2-D3=100 % T3-H6=11 % T4-S5=73 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 %] [23:38:19.593] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.024 [E:T1-SJ=68 % T2-D3=100 % T3-H6=8 % T4-S5=66 %, W:T2-D6=54 % T3-DT=0 % T4-DJ=100 %] [23:38:19.595] [SAMPLE-VAL] Sample 24: weight 0.100 -> 0.020 [E:T1-SJ=78 % T2-D3=100 % T3-H6=33 % T4-S5=37 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 %] [23:38:19.597] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.020 [E:T1-SJ=89 % T2-D3=100 % T3-H6=90 % T4-S5=11 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 %] [23:38:19.599] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.022 [E:T1-SJ=83 % T2-D3=100 % T3-H6=62 % T4-S5=39 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 %] [23:38:19.601] [SAMPLE-VAL] Sample 27: weight 0.100 -> 0.022 [E:T1-SJ=78 % T2-D3=100 % T3-H6=72 % T4-S5=25 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 %] [23:38:19.603] [SAMPLE-VAL] Sample 28: weight 0.100 -> 0.022 [E:T1-SJ=75 % T2-D3=100 % T3-H6=23 % T4-S5=52 %, W:T2-D6=55 % T3-DT=0 % T4-DJ=100 %] [23:38:19.605] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.020 [E:T1-SJ=91 % T2-D3=100 % T3-H6=50 % T4-S5=13 %, W:T2-D6=57 % T3-DT=0 % T4-DJ=100 %] [23:38:19.607] [SAMPLE-VAL] Sample 30: weight 0.500 -> 0.106 [E:T1-SJ=56 % T2-D3=100 % T3-H6=27 % T4-S5=79 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 %] [23:38:19.609] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.021 [E:T1-SJ=86 % T2-D3=100 % T3-H6=68 % T4-S5=24 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 %] [23:38:19.611] [SAMPLE-VAL] Sample 32: weight 0.100 -> 0.018 [E:T1-SJ=88 % T2-D3=100 % T3-H6=39 % T4-S5=9 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 %] [23:38:19.613] [SAMPLE-VAL] Sample 33: weight 0.500 -> 0.098 [E:T1-SJ=53 % T2-D3=100 % T3-H6=13 % T4-S5=89 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 %] [23:38:19.615] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.022 [E:T1-SJ=84 % T2-D3=100 % T3-H6=51 % T4-S5=36 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 %] [23:38:19.617] [SAMPLE-VAL] Sample 35: weight 0.100 -> 0.021 [E:T1-SJ=69 % T2-D3=100 % T3-H6=32 % T4-S5=67 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 %] [23:38:19.619] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.021 [E:T1-SJ=70 % T2-D3=100 % T3-H6=33 % T4-S5=67 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 %] [23:38:19.622] [SAMPLE-VAL] Sample 37: weight 0.100 -> 0.022 [E:T1-SJ=80 % T2-D3=100 % T3-H6=71 % T4-S5=27 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 %] [23:38:19.623] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.019 [E:T1-SJ=93 % T2-D3=100 % T3-H6=61 % T4-S5=6 %, W:T2-D6=56 % T3-DT=0 % T4-DJ=100 %] [23:38:19.626] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.019 [E:T1-SJ=94 % T2-D3=100 % T3-H6=50 % T4-S5=12 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 %] [23:38:19.627] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.020 [E:T1-SJ=66 % T2-D3=100 % T3-H6=15 % T4-S5=75 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 %] [23:38:19.630] [SAMPLE-VAL] Sample 41: weight 0.500 -> 0.089 [E:T1-SJ=58 % T2-D3=100 % T3-H6=5 % T4-S5=80 %, W:T2-D6=51 % T3-DT=0 % T4-DJ=100 %] [23:38:19.632] [SAMPLE-VAL] Sample 42: weight 0.100 -> 0.022 [E:T1-SJ=82 % T2-D3=100 % T3-H6=51 % T4-S5=38 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 %] [23:38:19.634] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.021 [E:T1-SJ=65 % T2-D3=100 % T3-H6=22 % T4-S5=74 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 %] [23:38:19.636] [SAMPLE-VAL] Sample 44: weight 0.100 -> 0.019 [E:T1-SJ=90 % T2-D3=100 % T3-H6=79 % T4-S5=9 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 %] [23:38:19.638] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.017 [E:T1-SJ=85 % T2-D3=100 % T3-H6=15 % T4-S5=14 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 %] [23:38:19.640] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.022 [E:T1-SJ=82 % T2-D3=100 % T3-H6=60 % T4-S5=38 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 %] [23:38:19.642] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.020 [E:T1-SJ=68 % T2-D3=100 % T3-H6=14 % T4-S5=71 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 %] [23:38:19.644] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.019 [E:T1-SJ=94 % T2-D3=100 % T3-H6=72 % T4-S5=9 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 %] [23:38:19.646] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.019 [E:T1-SJ=78 % T2-D3=100 % T3-H6=12 % T4-S5=31 %, W:T2-D6=58 % T3-DT=0 % T4-DJ=100 %] [23:38:19.648] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.020 [E:T1-SJ=79 % T2-D3=100 % T3-H6=20 % T4-S5=50 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 %] [23:38:19.648] [SAMPLE-VAL] Done. Weight range: 0.016-0.106 [23:38:19.649] [SAMPLE-VAL] Top sample 30 (w=0.106): E:J85432.6543.3.K4 W:9.J982.JT6.AJ862 [E:T1-SJ=56 % T2-D3=100 % T3-H6=27 % T4-S5=79 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 %] [23:38:19.649] [SAMPLE-VAL] Top sample 2 (w=0.100): E:J5432.965.3.K862 W:98.J8432.JT6.AJ4 [E:T1-SJ=61 % T2-D3=100 % T3-H6=13 % T4-S5=75 %, W:T2-D6=53 % T3-DT=0 % T4-DJ=100 %] [23:38:19.649] [SAMPLE-VAL] Top sample 7 (w=0.099): E:J85432.643.3.K62 W:9.J9852.JT6.AJ84 [E:T1-SJ=52 % T2-D3=100 % T3-H6=15 % T4-S5=83 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 %] [23:38:19.649] [SAMPLE-VAL] Top sample 33 (w=0.098): E:J5432.9863.3.AK6 W:98.J542.JT6.J842 [E:T1-SJ=53 % T2-D3=100 % T3-H6=13 % T4-S5=89 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 %] [23:38:19.649] [SAMPLE-VAL] Top sample 22 (w=0.094): E:J5432.865.3.AK64 W:98.J9432.JT6.J82 [E:T1-SJ=54 % T2-D3=100 % T3-H6=11 % T4-S5=73 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 %] [23:38:19.649] After sample validation: 50 deals remaining [23:38:19.649] [PLAY-INFER] No inference observations detected [23:38:19.649] Using weighted samples: 50/50 have non-uniform weights (range 0.016-0.106) [23:38:19.649] Sample deals (50 total, showing first 20, by weight): [23:38:19.649] [1] (w=0.106) N:T76.T.AKQ9842.T3 J85432.6543.3.K4 AKQ.AKQ7.75.Q975 9.J982.JT6.AJ862 [23:38:19.649] [2] (w=0.100) N:T76.T.AKQ9842.T3 J5432.965.3.K862 AKQ.AKQ7.75.Q975 98.J8432.JT6.AJ4 [23:38:19.649] [3] (w=0.099) N:T76.T.AKQ9842.T3 J85432.643.3.K62 AKQ.AKQ7.75.Q975 9.J9852.JT6.AJ84 [23:38:19.649] [4] (w=0.098) N:T76.T.AKQ9842.T3 J5432.9863.3.AK6 AKQ.AKQ7.75.Q975 98.J542.JT6.J842 [23:38:19.650] [5] (w=0.094) N:T76.T.AKQ9842.T3 J5432.865.3.AK64 AKQ.AKQ7.75.Q975 98.J9432.JT6.J82 [23:38:19.650] [6] (w=0.089) N:T76.T.AKQ9842.T3 J5432.986.3.KJ62 AKQ.AKQ7.75.Q975 98.J5432.JT6.A84 [23:38:19.650] [7] (w=0.085) N:T76.T.AKQ9842.T3 J5432.986.3.AK62 AKQ.AKQ7.75.Q975 98.J5432.JT6.J84 [23:38:19.650] [8] (w=0.024) N:T76.T.AKQ9842.T3 J8532.8643.3.862 AKQ.AKQ7.75.Q975 94.J952.JT6.AKJ4 [23:38:19.650] [9] (w=0.024) N:T76.T.AKQ9842.T3 J8532.986.3.J862 AKQ.AKQ7.75.Q975 94.J5432.JT6.AK4 [23:38:19.650] [10] (w=0.023) N:T76.T.AKQ9842.T3 J532.J653.3.AKJ2 AKQ.AKQ7.75.Q975 984.9842.JT6.864 [23:38:19.650] [11] (w=0.022) N:T76.T.AKQ9842.T3 J532.86532.3.KJ8 AKQ.AKQ7.75.Q975 984.J94.JT6.A642 [23:38:19.650] [12] (w=0.022) N:T76.T.AKQ9842.T3 J8543.986542.3.4 AKQ.AKQ7.75.Q975 92.J3.JT6.AKJ862 [23:38:19.650] [13] (w=0.022) N:T76.T.AKQ9842.T3 J854.J9654.3.J82 AKQ.AKQ7.75.Q975 932.832.JT6.AK64 [23:38:19.650] [14] (w=0.022) N:T76.T.AKQ9842.T3 J542.9863.3.J862 AKQ.AKQ7.75.Q975 983.J542.JT6.AK4 [23:38:19.650] [15] (w=0.022) N:T76.T.AKQ9842.T3 J854.9654.3.AK86 AKQ.AKQ7.75.Q975 932.J832.JT6.J42 [23:38:19.651] [16] (w=0.022) N:T76.T.AKQ9842.T3 J543.986532.3.84 AKQ.AKQ7.75.Q975 982.J4.JT6.AKJ62 [23:38:19.651] [17] (w=0.022) N:T76.T.AKQ9842.T3 J8532.86532.3.A6 AKQ.AKQ7.75.Q975 94.J94.JT6.KJ842 [23:38:19.651] [18] (w=0.022) N:T76.T.AKQ9842.T3 J853.98652.3.AKJ AKQ.AKQ7.75.Q975 942.J43.JT6.8642 [23:38:19.651] [19] (w=0.022) N:T76.T.AKQ9842.T3 J852.9642.3.AJ86 AKQ.AKQ7.75.Q975 943.J853.JT6.K42 [23:38:19.651] [20] (w=0.022) N:T76.T.AKQ9842.T3 J853.96432.3.J42 AKQ.AKQ7.75.Q975 942.J85.JT6.AK86 [23:38:19.651] ... and 30 more [23:38:19.697] [DDS] WARNING: All samples produced identical results - hands may be fully known (no sampling variance) [23:38:19.697] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:19.697] D9: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:19.697] HT: [600, 600, 600, 600, 600, 600, 600, 630, 630, 630, 630, 600, 630, 630, 630, 600, 600, 630, 630, 630, 600, 630, 600, 630, 600, 600, 600, 630, 600, 600, 600, 600, 600, 630, 600, 630, 600, 600, 600, 600, 630, 630, 600, 600, 630, 600, 630, 600, 600, 600] [23:38:19.697] S7: [600, 600, 600, 600, 600, 600, 600, 630, 630, 630, 630, 600, 630, 630, 630, 600, 600, 630, 630, 630, 600, 630, 600, 630, 600, 600, 600, 630, 600, 600, 600, 600, 600, 630, 600, 600, 600, 600, 600, 600, 630, 630, 600, 600, 630, 600, 630, 600, 600, 600] [23:38:19.697] C3: [-100, 600, 600, 630, 600, 600, 630, 600, 630, 630, 630, -200, 630, 630, 630, -100, -100, 630, 630, 600, -100, 630, -100, 630, 600, 600, 630, 630, -100, 600, 600, 600, 600, 630, 600, 630, 600, 600, 600, 600, 630, 630, 630, 600, 630, 600, 600, 630, 600, 600] [23:38:19.697] CT: [-100, 600, 600, 630, 600, 600, 630, 600, 630, 630, 630, -200, 630, 630, 630, -100, -100, 630, 630, 600, -100, 630, -100, 630, 600, 600, 630, 630, -100, 600, 600, 600, 600, 630, 600, 630, 600, 600, 600, 600, 630, 630, 630, 600, 630, 600, 600, 630, 600, 600] [23:38:19.697] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:19.697] D9: [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9] [23:38:19.697] HT: [5, 5, 5, 5, 5, 5, 5, 6, 6, 6, 6, 5, 6, 6, 6, 5, 5, 6, 6, 6, 5, 6, 5, 6, 5, 5, 5, 6, 5, 5, 5, 5, 5, 6, 5, 6, 5, 5, 5, 5, 6, 6, 5, 5, 6, 5, 6, 5, 5, 5] [23:38:19.697] S7: [5, 5, 5, 5, 5, 5, 5, 6, 6, 6, 6, 5, 6, 6, 6, 5, 5, 6, 6, 6, 5, 6, 5, 6, 5, 5, 5, 6, 5, 5, 5, 5, 5, 6, 5, 5, 5, 5, 5, 5, 6, 6, 5, 5, 6, 5, 6, 5, 5, 5] [23:38:19.697] C3: [4, 5, 5, 6, 5, 5, 6, 5, 6, 6, 6, 3, 6, 6, 6, 4, 4, 6, 6, 5, 4, 6, 4, 6, 5, 5, 6, 6, 4, 5, 5, 5, 5, 6, 5, 6, 5, 5, 5, 5, 6, 6, 6, 5, 6, 5, 5, 6, 5, 5] [23:38:19.698] CT: [4, 5, 5, 6, 5, 5, 6, 5, 6, 6, 6, 3, 6, 6, 6, 4, 4, 6, 6, 5, 4, 6, 4, 6, 5, 5, 6, 6, 4, 5, 5, 5, 5, 6, 5, 6, 5, 5, 5, 5, 6, 6, 6, 5, 6, 5, 5, 6, 5, 5] [23:38:19.707] --- IMP Calculation Output (card -> average IMP) --- [23:38:19.707] D9: 3.77 [23:38:19.707] HT: 0.12 [23:38:19.707] S7: 0.10 [23:38:19.707] C3: -1.99 [23:38:19.707] CT: -1.99 [23:38:19.707] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:19.708] D9: 1.000 [23:38:19.708] HT: -0.228 [23:38:19.708] S7: -0.241 [23:38:19.708] C3: -0.266 [23:38:19.708] CT: -0.266 [23:38:19.708] === DDS DETAILED ANALYSIS === [23:38:19.708] Cards analyzed: 5, Samples per card: 50 [23:38:19.708] [23:38:19.708] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:19.708] ----- ------ --------- ------- ----------- -------------------------------- [23:38:19.708] D9 3.77 9.00 100 % 1 [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9...] [23:38:19.708] HT 0.12 5.38 100 % 2 [5, 5, 5, 5, 5, 5, 5, 6, 6, 6, 6, 5, 6, 6, 6, 5, 5, 6, 6, 6...] [23:38:19.708] S7 0.10 5.36 100 % 2 [5, 5, 5, 5, 5, 5, 5, 6, 6, 6, 6, 5, 6, 6, 6, 5, 5, 6, 6, 6...] [23:38:19.708] C3 -1.99 5.26 85 % 4 [4, 5, 5, 6, 5, 5, 6, 5, 6, 6, 6, 3, 6, 6, 6, 4, 4, 6, 6, 5...] [23:38:19.709] CT -1.99 5.26 85 % 4 [4, 5, 5, 6, 5, 5, 6, 5, 6, 6, 6, 3, 6, 6, 6, 4, 4, 6, 6, 5...] [23:38:19.709] [23:38:19.709] Selected: D9 (IMPs=3.77, avgTricks=9.00) [23:38:19.709] =================== [23:38:19.709] Selected: D9 (MP 1.000, 3.77 IMPs, 9.00 tricks) [23:38:19.709] [CLAIM] best line wins all 9 remaining tricks in every sample [23:38:19.709] [stage-timing] ok sample=30ms validate=0ms nn=117ms signal=0ms simgames=2ms dds=55ms total=207ms samples=50 cards=16 [23:38:19.710] === FindBestCardAsync: Position=N, CardsPlayed=16 === [23:38:19.710] Finding card to play for N: T76.T.AKQ9842.T3 [23:38:19.710] Relative position: Dummy, Contract type: NoTrump [23:38:19.710] Cards in hand mask: 7 [23:38:19.711] Candidate: xS = 77.4 % [23:38:19.711] Candidate: TH = 14.1 % [23:38:19.711] Candidate: xC = 5.1 % [23:38:19.711] Candidate: TC = 2.2 % [23:38:19.711] Candidate: 9D = 0.6 % [23:38:19.711] Candidate: xD = 0.4 % [23:38:19.711] Candidate: 8D = 0.2 % [23:38:19.711] Selected: S6 (77.4 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:21 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:21 === [23:38:21.798] === FindBestCardAsync: Position=S, CardsPlayed=18 === [23:38:21.798] Contract: 3N, Declarer: S, Dealer: E [23:38:21.798] Auction: P-2N-P-3N-P-P-P [23:38:21.798] Deal: N:... ... ... ... [23:38:21.798] Position S is on declarer's side - score table shifted by 4 declarer tricks won [23:38:21.798] ****************************** [23:38:21.799] FindMatchingDealsWithPlayInternal Input: [23:38:21.799] Position parameter: S [23:38:21.799] Deal from game: N:... ... ... ... [23:38:21.799] Hand for N: T76.T.AKQ9842.T3 [23:38:21.799] Hand for E: (null) [23:38:21.799] Hand for S: AKQ.AKQ7.75.Q975 [23:38:21.799] Hand for W: (null) [23:38:21.799] Cards played: S9, ST, SJ, SA, D5, D6, DQ, D3, DK, H6, D7, DT, DA, S5, C5, DJ, D8, H4 [23:38:21.799] Declarer: S [23:38:21.799] ****************************** [23:38:21.799] [DealFinder] Seed from player S hand: -2001559935 [23:38:21.799] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:21.799] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:21.800] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1541MB, gc2=15) [23:38:21.800] [DealFinder] Using cardsPlayedCount=18 for visibility calculation [23:38:21.800] [ExtractPartialDeal] Position=S, Declarer=S, CardsPlayed=18 [23:38:21.800] [ExtractPartialDeal] Visible hands: S, N [23:38:21.800] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:21.800] [ExtractPartialDeal] Extracted hands: [23:38:21.800] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:21.800] E: ... (0 cards) [23:38:21.800] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:21.800] W: ... (0 cards) [23:38:21.800] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:21.800] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:21.800] [ComputePlayedCards] Card 1: S9 played by W [23:38:21.801] [ComputePlayedCards] Card 2: ST played by N [23:38:21.801] [ComputePlayedCards] Card 3: SJ played by E [23:38:21.801] [ComputePlayedCards] Card 4: SA played by S [23:38:21.801] [ComputePlayedCards] Trick complete. Winner: S [23:38:21.801] [ComputePlayedCards] Card 5: D5 played by S [23:38:21.801] [ComputePlayedCards] Card 6: D6 played by W [23:38:21.801] [ComputePlayedCards] Card 7: DQ played by N [23:38:21.801] [ComputePlayedCards] Card 8: D3 played by E [23:38:21.801] [ComputePlayedCards] Trick complete. Winner: N [23:38:21.801] [ComputePlayedCards] Card 9: DK played by N [23:38:21.801] [ComputePlayedCards] Card 10: H6 played by E [23:38:21.801] [ComputePlayedCards] Card 11: D7 played by S [23:38:21.801] [ComputePlayedCards] Card 12: DT played by W [23:38:21.801] [ComputePlayedCards] Trick complete. Winner: N [23:38:21.801] [ComputePlayedCards] Card 13: DA played by N [23:38:21.801] [ComputePlayedCards] Card 14: S5 played by E [23:38:21.802] [ComputePlayedCards] Card 15: C5 played by S [23:38:21.802] [ComputePlayedCards] Card 16: DJ played by W [23:38:21.802] [ComputePlayedCards] Trick complete. Winner: N [23:38:21.802] [ComputePlayedCards] Card 17: D8 played by N [23:38:21.802] [ComputePlayedCards] Card 18: H4 played by E [23:38:21.802] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST, DQ, DK, DA, D8 [23:38:21.802] [DealFinder] Added 5 played cards to E (was 0 cards): SJ, D3, H6, S5, H4 [23:38:21.802] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA, D5, D7, C5 [23:38:21.802] [DealFinder] Added 4 played cards to W (was 0 cards): S9, D6, DT, DJ [23:38:21.802] [DealFinder] Show-out: E void in Diamonds (bidding said [0-13], already held 1) [23:38:21.802] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[1-1] C[0-7] (2 iterations) [23:38:21.802] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[3-3] C[0-7] (2 iterations) [23:38:21.803] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-10] [23:38:21.803] [DealFinder] Re-propagated HCP after played-card floor: W HCP[1-10] [23:38:21.803] [DealFinder] Known cards per player: N=13, E=5, S=13, W=4 [23:38:21.803] [DealFinder] Locked players: N, S [23:38:21.803] [DealFinder] Total known cards: 35, Remaining deck: 17, Cards to deal: 17 [23:38:21.803] [DealFinder] Players needing cards: E:8, W:9 [23:38:21.803] Large number of cards remaining. Using random generation. [23:38:21.803] [DealFinder] Hands to validate (not 13 cards in partial): E, W [23:38:21.804] [VerifyHands] FAIL for E: J85.J98642.3.AK2 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:21.805] [VerifyHands] FAIL for E: J52.J96542.3.AK2 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:21.808] [VerifyHands] FAIL for E: J54.9865432.3.AJ (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:21.810] [VerifyHands] FAIL for E: J54.J965432.3.A2 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:21.811] [VerifyHands] FAIL for E: J543.986543.3.AK (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:21.811] [Timing] Total: 11ms, Generation: 0ms, Verification: 6ms [23:38:21.811] [Timing] Attempts: 55, PassedSimpleCheck: 55, FailedVerification: 5, Found: 50 [23:38:21.828] Search complete. Returning 50 deals. [23:38:21.828] Found 50 sample deals for simulation. [23:38:21.828] Valid deals for DDS: 50 / 50 [23:38:21.828] [SAMPLE-VAL] Validating 50 samples, hidden: E,W, contract: NT [23:38:21.837] [SAMPLE-VAL] Opening lead NN validation (S9): 50/50 samples adjusted [23:38:21.837] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:21.837] [SAMPLE-VAL] T2: S=D5 W=D6 N=DQ E=D3 (leader=S) [23:38:21.837] [SAMPLE-VAL] T3: N=DK E=H6 S=D7 W=DT (leader=N) [23:38:21.838] [SAMPLE-VAL] T4: N=DA E=S5 S=C5 W=DJ (leader=N) [23:38:21.838] [SAMPLE-VAL] T5: N=D8 E=H4 (leader=N) (partial) [23:38:21.840] [SAMPLE-VAL] Sample 1: weight 0.100 -> 0.021 [E:T1-SJ=75 % T2-D3=100 % T3-H6=49 % T4-S5=54 % T5-H4=27 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 %] [23:38:21.843] [SAMPLE-VAL] Sample 2: weight 0.100 -> 0.022 [E:T1-SJ=85 % T2-D3=100 % T3-H6=68 % T4-S5=25 % T5-H4=81 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 %] [23:38:21.845] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.020 [E:T1-SJ=88 % T2-D3=100 % T3-H6=86 % T4-S5=6 % T5-H4=73 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 %] [23:38:21.847] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.020 [E:T1-SJ=90 % T2-D3=100 % T3-H6=76 % T4-S5=8 % T5-H4=60 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 %] [23:38:21.850] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.017 [E:T1-SJ=97 % T2-D3=100 % T3-H6=64 % T4-S5=4 % T5-H4=54 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 %] [23:38:21.852] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.021 [E:T1-SJ=58 % T2-D3=100 % T3-H6=15 % T4-S5=86 % T5-H4=18 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 %] [23:38:21.854] [SAMPLE-VAL] Sample 7: weight 0.100 -> 0.020 [E:T1-SJ=88 % T2-D3=100 % T3-H6=56 % T4-S5=21 % T5-H4=61 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 %] [23:38:21.857] [SAMPLE-VAL] Sample 8: weight 0.100 -> 0.021 [E:T1-SJ=79 % T2-D3=100 % T3-H6=41 % T4-S5=55 % T5-H4=35 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 %] [23:38:21.859] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.020 [E:T1-SJ=92 % T2-D3=100 % T3-H6=87 % T4-S5=6 % T5-H4=79 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 %] [23:38:21.861] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.020 [E:T1-SJ=85 % T2-D3=100 % T3-H6=41 % T4-S5=31 % T5-H4=36 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 %] [23:38:21.863] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.020 [E:T1-SJ=70 % T2-D3=100 % T3-H6=37 % T4-S5=64 % T5-H4=35 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 %] [23:38:21.866] [SAMPLE-VAL] Sample 12: weight 0.100 -> 0.021 [E:T1-SJ=76 % T2-D3=100 % T3-H6=54 % T4-S5=49 % T5-H4=38 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 %] [23:38:21.868] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.021 [E:T1-SJ=80 % T2-D3=100 % T3-H6=58 % T4-S5=37 % T5-H4=45 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 %] [23:38:21.870] [SAMPLE-VAL] Sample 14: weight 0.100 -> 0.014 [E:T1-SJ=93 % T2-D3=100 % T3-H6=38 % T4-S5=7 % T5-H4=5 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 %] [23:38:21.873] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.019 [E:T1-SJ=74 % T2-D3=100 % T3-H6=32 % T4-S5=50 % T5-H4=20 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 %] [23:38:21.875] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.018 [E:T1-SJ=87 % T2-D3=100 % T3-H6=53 % T4-S5=6 % T5-H4=36 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 %] [23:38:21.877] [SAMPLE-VAL] Sample 17: weight 0.500 -> 0.083 [E:T1-SJ=52 % T2-D3=100 % T3-H6=14 % T4-S5=92 % T5-H4=9 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 %] [23:38:21.880] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.018 [E:T1-SJ=85 % T2-D3=100 % T3-H6=25 % T4-S5=38 % T5-H4=16 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 %] [23:38:21.882] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.022 [E:T1-SJ=82 % T2-D3=100 % T3-H6=77 % T4-S5=23 % T5-H4=76 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 %] [23:38:21.884] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.022 [E:T1-SJ=71 % T2-D3=100 % T3-H6=56 % T4-S5=63 % T5-H4=57 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 %] [23:38:21.887] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.018 [E:T1-SJ=94 % T2-D3=100 % T3-H6=63 % T4-S5=7 % T5-H4=37 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 %] [23:38:21.889] [SAMPLE-VAL] Sample 22: weight 0.100 -> 0.017 [E:T1-SJ=70 % T2-D3=100 % T3-H6=26 % T4-S5=60 % T5-H4=9 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 %] [23:38:21.891] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.019 [E:T1-SJ=83 % T2-D3=100 % T3-H6=38 % T4-S5=34 % T5-H4=29 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 %] [23:38:21.894] [SAMPLE-VAL] Sample 24: weight 0.100 -> 0.016 [E:T1-SJ=66 % T2-D3=100 % T3-H6=15 % T4-S5=50 % T5-H4=7 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 %] [23:38:21.896] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.021 [E:T1-SJ=82 % T2-D3=100 % T3-H6=76 % T4-S5=25 % T5-H4=69 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 %] [23:38:21.901] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.020 [E:T1-SJ=86 % T2-D3=100 % T3-H6=56 % T4-S5=24 % T5-H4=35 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 %] [23:38:21.904] [SAMPLE-VAL] Sample 27: weight 0.100 -> 0.021 [E:T1-SJ=76 % T2-D3=100 % T3-H6=73 % T4-S5=22 % T5-H4=56 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 %] [23:38:21.906] [SAMPLE-VAL] Sample 28: weight 0.100 -> 0.022 [E:T1-SJ=64 % T2-D3=100 % T3-H6=68 % T4-S5=50 % T5-H4=66 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 %] [23:38:21.909] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.021 [E:T1-SJ=73 % T2-D3=100 % T3-H6=49 % T4-S5=59 % T5-H4=39 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 %] [23:38:21.911] [SAMPLE-VAL] Sample 30: weight 0.100 -> 0.020 [E:T1-SJ=86 % T2-D3=100 % T3-H6=56 % T4-S5=24 % T5-H4=35 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 %] [23:38:21.914] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.022 [E:T1-SJ=72 % T2-D3=100 % T3-H6=52 % T4-S5=61 % T5-H4=60 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 %] [23:38:21.916] [SAMPLE-VAL] Sample 32: weight 0.500 -> 0.103 [E:T1-SJ=64 % T2-D3=100 % T3-H6=30 % T4-S5=81 % T5-H4=26 %, W:T2-D6=48 % T3-DT=0 % T4-DJ=100 %] [23:38:21.919] [SAMPLE-VAL] Sample 33: weight 0.100 -> 0.020 [E:T1-SJ=71 % T2-D3=100 % T3-H6=50 % T4-S5=62 % T5-H4=28 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 %] [23:38:21.921] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.021 [E:T1-SJ=72 % T2-D3=100 % T3-H6=38 % T4-S5=67 % T5-H4=34 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 %] [23:38:21.923] [SAMPLE-VAL] Sample 35: weight 0.100 -> 0.022 [E:T1-SJ=76 % T2-D3=100 % T3-H6=76 % T4-S5=32 % T5-H4=69 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 %] [23:38:21.926] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.014 [E:T1-SJ=77 % T2-D3=100 % T3-H6=13 % T4-S5=28 % T5-H4=3 %, W:T2-D6=51 % T3-DT=0 % T4-DJ=100 %] [23:38:21.928] [SAMPLE-VAL] Sample 37: weight 0.500 -> 0.099 [E:T1-SJ=61 % T2-D3=100 % T3-H6=30 % T4-S5=82 % T5-H4=25 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 %] [23:38:21.931] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.020 [E:T1-SJ=67 % T2-D3=100 % T3-H6=35 % T4-S5=68 % T5-H4=35 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 %] [23:38:21.933] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.017 [E:T1-SJ=97 % T2-D3=100 % T3-H6=51 % T4-S5=3 % T5-H4=41 %, W:T2-D6=58 % T3-DT=0 % T4-DJ=100 %] [23:38:21.936] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.021 [E:T1-SJ=76 % T2-D3=100 % T3-H6=50 % T4-S5=38 % T5-H4=35 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 %] [23:38:21.938] [SAMPLE-VAL] Sample 41: weight 0.100 -> 0.020 [E:T1-SJ=60 % T2-D3=100 % T3-H6=27 % T4-S5=79 % T5-H4=20 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 %] [23:38:21.941] [SAMPLE-VAL] Sample 42: weight 0.100 -> 0.015 [E:T1-SJ=53 % T2-D3=100 % T3-H6=14 % T4-S5=91 % T5-H4=3 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 %] [23:38:21.943] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.019 [E:T1-SJ=69 % T2-D3=100 % T3-H6=36 % T4-S5=66 % T5-H4=24 %, W:T2-D6=32 % T3-DT=0 % T4-DJ=100 %] [23:38:21.945] [SAMPLE-VAL] Sample 44: weight 0.100 -> 0.019 [E:T1-SJ=71 % T2-D3=100 % T3-H6=36 % T4-S5=68 % T5-H4=28 %, W:T2-D6=29 % T3-DT=0 % T4-DJ=100 %] [23:38:21.948] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.017 [E:T1-SJ=95 % T2-D3=100 % T3-H6=89 % T4-S5=2 % T5-H4=75 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 %] [23:38:21.950] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.016 [E:T1-SJ=94 % T2-D3=100 % T3-H6=37 % T4-S5=4 % T5-H4=30 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 %] [23:38:21.952] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.022 [E:T1-SJ=84 % T2-D3=100 % T3-H6=70 % T4-S5=30 % T5-H4=71 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 %] [23:38:21.955] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.020 [E:T1-SJ=71 % T2-D3=100 % T3-H6=45 % T4-S5=68 % T5-H4=27 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 %] [23:38:21.957] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.021 [E:T1-SJ=81 % T2-D3=100 % T3-H6=60 % T4-S5=40 % T5-H4=41 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 %] [23:38:21.959] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.019 [E:T1-SJ=89 % T2-D3=100 % T3-H6=72 % T4-S5=7 % T5-H4=42 %, W:T2-D6=48 % T3-DT=0 % T4-DJ=100 %] [23:38:21.960] [SAMPLE-VAL] Done. Weight range: 0.014-0.103 [23:38:21.960] [SAMPLE-VAL] Top sample 32 (w=0.103): E:J5432.8643.3.KJ8 W:98.J952.JT6.A642 [E:T1-SJ=64 % T2-D3=100 % T3-H6=30 % T4-S5=81 % T5-H4=26 %, W:T2-D6=48 % T3-DT=0 % T4-DJ=100 %] [23:38:21.960] [SAMPLE-VAL] Top sample 37 (w=0.099): E:J5432.9654.3.KJ6 W:98.J832.JT6.A842 [E:T1-SJ=61 % T2-D3=100 % T3-H6=30 % T4-S5=82 % T5-H4=25 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 %] [23:38:21.960] [SAMPLE-VAL] Top sample 17 (w=0.083): E:J5432.9864.3.AJ4 W:98.J532.JT6.K862 [E:T1-SJ=52 % T2-D3=100 % T3-H6=14 % T4-S5=92 % T5-H4=9 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 %] [23:38:21.960] [SAMPLE-VAL] Top sample 31 (w=0.022): E:J8542.6432.3.K82 W:93.J985.JT6.AJ64 [E:T1-SJ=72 % T2-D3=100 % T3-H6=52 % T4-S5=61 % T5-H4=60 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 %] [23:38:21.960] [SAMPLE-VAL] Top sample 2 (w=0.022): E:J854.6543.3.KJ84 W:932.J982.JT6.A62 [E:T1-SJ=85 % T2-D3=100 % T3-H6=68 % T4-S5=25 % T5-H4=81 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 %] [23:38:21.960] After sample validation: 50 deals remaining [23:38:21.960] [PLAY-INFER] No inference observations detected [23:38:21.960] Using weighted samples: 50/50 have non-uniform weights (range 0.014-0.103) [23:38:21.961] Sample deals (50 total, showing first 20, by weight): [23:38:21.961] [1] (w=0.103) N:T76.T.AKQ9842.T3 J5432.8643.3.KJ8 AKQ.AKQ7.75.Q975 98.J952.JT6.A642 [23:38:21.961] [2] (w=0.099) N:T76.T.AKQ9842.T3 J5432.9654.3.KJ6 AKQ.AKQ7.75.Q975 98.J832.JT6.A842 [23:38:21.961] [3] (w=0.083) N:T76.T.AKQ9842.T3 J5432.9864.3.AJ4 AKQ.AKQ7.75.Q975 98.J532.JT6.K862 [23:38:21.961] [4] (w=0.022) N:T76.T.AKQ9842.T3 J8542.6432.3.K82 AKQ.AKQ7.75.Q975 93.J985.JT6.AJ64 [23:38:21.961] [5] (w=0.022) N:T76.T.AKQ9842.T3 J854.6543.3.KJ84 AKQ.AKQ7.75.Q975 932.J982.JT6.A62 [23:38:21.961] [6] (w=0.022) N:T76.T.AKQ9842.T3 J542.965432.3.K8 AKQ.AKQ7.75.Q975 983.J8.JT6.AJ642 [23:38:21.961] [7] (w=0.022) N:T76.T.AKQ9842.T3 J8543.6432.3.AK8 AKQ.AKQ7.75.Q975 92.J985.JT6.J642 [23:38:21.961] [8] (w=0.022) N:T76.T.AKQ9842.T3 J8543.6542.3.A86 AKQ.AKQ7.75.Q975 92.J983.JT6.KJ42 [23:38:21.961] [9] (w=0.022) N:T76.T.AKQ9842.T3 J852.96543.3.KJ2 AKQ.AKQ7.75.Q975 943.J82.JT6.A864 [23:38:21.961] [10] (w=0.022) N:T76.T.AKQ9842.T3 J532.J6542.3.AK8 AKQ.AKQ7.75.Q975 984.983.JT6.J642 [23:38:21.961] [11] (w=0.021) N:T76.T.AKQ9842.T3 J542.98643.3.AJ6 AKQ.AKQ7.75.Q975 983.J52.JT6.K842 [23:38:21.962] [12] (w=0.021) N:T76.T.AKQ9842.T3 J853.86543.3.AKJ AKQ.AKQ7.75.Q975 942.J92.JT6.8642 [23:38:21.962] [13] (w=0.021) N:T76.T.AKQ9842.T3 J543.98643.3.A82 AKQ.AKQ7.75.Q975 982.J52.JT6.KJ64 [23:38:21.962] [14] (w=0.021) N:T76.T.AKQ9842.T3 J532.9642.3.KJ82 AKQ.AKQ7.75.Q975 984.J853.JT6.A64 [23:38:21.962] [15] (w=0.021) N:T76.T.AKQ9842.T3 J85432.9654.3.86 AKQ.AKQ7.75.Q975 9.J832.JT6.AKJ42 [23:38:21.962] [16] (w=0.021) N:T76.T.AKQ9842.T3 J542.J86543.3.84 AKQ.AKQ7.75.Q975 983.92.JT6.AKJ62 [23:38:21.962] [17] (w=0.021) N:T76.T.AKQ9842.T3 J853.J8643.3.AJ6 AKQ.AKQ7.75.Q975 942.952.JT6.K842 [23:38:21.962] [18] (w=0.021) N:T76.T.AKQ9842.T3 J543.98642.3.864 AKQ.AKQ7.75.Q975 982.J53.JT6.AKJ2 [23:38:21.962] [19] (w=0.021) N:T76.T.AKQ9842.T3 J854.J9654.3.J42 AKQ.AKQ7.75.Q975 932.832.JT6.AK86 [23:38:21.962] [20] (w=0.021) N:T76.T.AKQ9842.T3 J8542.9643.3.KJ8 AKQ.AKQ7.75.Q975 93.J852.JT6.A642 [23:38:21.962] ... and 30 more [23:38:22.015] [DDS] WARNING: All samples produced identical results - hands may be fully known (no sampling variance) [23:38:22.015] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:22.015] H7: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:22.015] C7: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:22.016] C9: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:22.016] CQ: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:22.016] HA: [690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690] [23:38:22.016] SK: [690, 690, 690, 690, 690, 690, 690, 690, 720, 720, 720, 720, 720, 690, 690, 690, 720, 720, 720, 690, 720, 720, 720, 720, 690, 690, 690, 690, 720, 690, 720, 690, 690, 690, 690, 720, 720, 690, 720, 690, 720, 690, 720, 690, 720, 690, 690, 690, 720, 690] [23:38:22.016] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:22.016] H7: [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9] [23:38:22.016] C7: [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9] [23:38:22.016] C9: [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9] [23:38:22.016] CQ: [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9] [23:38:22.016] HA: [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8] [23:38:22.016] SK: [8, 8, 8, 8, 8, 8, 8, 8, 9, 9, 9, 9, 9, 8, 8, 8, 9, 9, 9, 8, 9, 9, 9, 9, 8, 8, 8, 8, 9, 8, 9, 8, 8, 8, 8, 9, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 8, 8, 9, 8] [23:38:22.017] --- IMP Calculation Output (card -> average IMP) --- [23:38:22.017] H7: 0.33 [23:38:22.017] C7: 0.33 [23:38:22.017] C9: 0.33 [23:38:22.017] CQ: 0.33 [23:38:22.017] SK: -0.46 [23:38:22.018] HA: -0.87 [23:38:22.018] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:22.018] H7: 0.331 [23:38:22.018] C7: 0.331 [23:38:22.018] C9: 0.331 [23:38:22.018] CQ: 0.331 [23:38:22.018] SK: -0.456 [23:38:22.018] HA: -0.869 [23:38:22.018] === DDS DETAILED ANALYSIS === [23:38:22.018] Cards analyzed: 6, Samples per card: 50 [23:38:22.018] [23:38:22.018] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:22.018] ----- ------ --------- ------- ----------- -------------------------------- [23:38:22.019] H7 0.33 9.00 100 % 1 [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9...] [23:38:22.019] C7 0.33 9.00 100 % 1 [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9...] [23:38:22.019] C9 0.33 9.00 100 % 1 [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9...] [23:38:22.019] CQ 0.33 9.00 100 % 1 [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9...] [23:38:22.019] SK -0.46 8.42 100 % 2 [8, 8, 8, 8, 8, 8, 8, 8, 9, 9, 9, 9, 9, 8, 8, 8, 9, 9, 9, 8...] [23:38:22.019] HA -0.87 8.00 100 % 1 [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8...] [23:38:22.019] [23:38:22.019] Selected: H7 (IMPs=0.33, avgTricks=9.00) [23:38:22.019] =================== [23:38:22.019] Selected: H7 (MP 0.331, 0.33 IMPs, 9.00 tricks) -- 3 tied card(s): C7, C9, CQ [23:38:22.019] [stage-timing] ok sample=29ms validate=0ms nn=132ms signal=0ms simgames=2ms dds=54ms total=221ms samples=50 cards=18 [23:38:22.020] === FindBestCardAsync: Position=S, CardsPlayed=18 === [23:38:22.020] Finding card to play for S: AKQ.AKQ7.75.Q975 [23:38:22.020] Relative position: Declarer, Contract type: NoTrump [23:38:22.020] Cards in hand mask: 9 [23:38:22.021] Candidate: xC = 65.5 % [23:38:22.021] Candidate: xH = 21.7 % [23:38:22.021] Candidate: QS = 8.7 % [23:38:22.021] Candidate: 9C = 2.1 % [23:38:22.021] Candidate: KS = 1.1 % [23:38:22.022] Candidate: QH = 0.5 % [23:38:22.022] Candidate: QC = 0.2 % [23:38:22.022] Candidate: AH = 0.1 % [23:38:22.022] Candidate: KH = 0.0 % [23:38:22.022] Selected: C7 (65.5 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:23 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:23 === [23:38:23.670] === FindBestCardAsync: Position=N, CardsPlayed=20 === [23:38:23.670] Contract: 3N, Declarer: S, Dealer: E [23:38:23.670] Auction: P-2N-P-3N-P-P-P [23:38:23.670] Deal: N:... ... ... ... [23:38:23.670] Position N is on declarer's side - score table shifted by 5 declarer tricks won [23:38:23.670] ****************************** [23:38:23.670] FindMatchingDealsWithPlayInternal Input: [23:38:23.670] Position parameter: N [23:38:23.670] Deal from game: N:... ... ... ... [23:38:23.671] Hand for N: T76.T.AKQ9842.T3 [23:38:23.671] Hand for E: (null) [23:38:23.671] Hand for S: AKQ.AKQ7.75.Q975 [23:38:23.671] Hand for W: (null) [23:38:23.671] Cards played: S9, ST, SJ, SA, D5, D6, DQ, D3, DK, H6, D7, DT, DA, S5, C5, DJ, D8, H4, C7, C2 [23:38:23.671] Declarer: S [23:38:23.671] ****************************** [23:38:23.671] [DealFinder] Seed from player N hand: -836602129 [23:38:23.671] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:23.671] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:23.671] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1539MB, gc2=15) [23:38:23.671] [DealFinder] Using cardsPlayedCount=20 for visibility calculation [23:38:23.671] [ExtractPartialDeal] Position=N, Declarer=S, CardsPlayed=20 [23:38:23.672] [ExtractPartialDeal] Visible hands: N, S [23:38:23.672] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:23.672] [ExtractPartialDeal] Extracted hands: [23:38:23.672] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:23.672] E: ... (0 cards) [23:38:23.672] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:23.672] W: ... (0 cards) [23:38:23.672] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:23.672] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:23.672] [ComputePlayedCards] Card 1: S9 played by W [23:38:23.672] [ComputePlayedCards] Card 2: ST played by N [23:38:23.672] [ComputePlayedCards] Card 3: SJ played by E [23:38:23.672] [ComputePlayedCards] Card 4: SA played by S [23:38:23.672] [ComputePlayedCards] Trick complete. Winner: S [23:38:23.672] [ComputePlayedCards] Card 5: D5 played by S [23:38:23.673] [ComputePlayedCards] Card 6: D6 played by W [23:38:23.673] [ComputePlayedCards] Card 7: DQ played by N [23:38:23.673] [ComputePlayedCards] Card 8: D3 played by E [23:38:23.673] [ComputePlayedCards] Trick complete. Winner: N [23:38:23.673] [ComputePlayedCards] Card 9: DK played by N [23:38:23.673] [ComputePlayedCards] Card 10: H6 played by E [23:38:23.673] [ComputePlayedCards] Card 11: D7 played by S [23:38:23.673] [ComputePlayedCards] Card 12: DT played by W [23:38:23.673] [ComputePlayedCards] Trick complete. Winner: N [23:38:23.673] [ComputePlayedCards] Card 13: DA played by N [23:38:23.673] [ComputePlayedCards] Card 14: S5 played by E [23:38:23.673] [ComputePlayedCards] Card 15: C5 played by S [23:38:23.673] [ComputePlayedCards] Card 16: DJ played by W [23:38:23.673] [ComputePlayedCards] Trick complete. Winner: N [23:38:23.674] [ComputePlayedCards] Card 17: D8 played by N [23:38:23.674] [ComputePlayedCards] Card 18: H4 played by E [23:38:23.674] [ComputePlayedCards] Card 19: C7 played by S [23:38:23.674] [ComputePlayedCards] Card 20: C2 played by W [23:38:23.674] [ComputePlayedCards] Trick complete. Winner: N [23:38:23.674] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST, DQ, DK, DA, D8 [23:38:23.674] [DealFinder] Added 5 played cards to E (was 0 cards): SJ, D3, H6, S5, H4 [23:38:23.674] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA, D5, D7, C5, C7 [23:38:23.674] [DealFinder] Added 5 played cards to W (was 0 cards): S9, D6, DT, DJ, C2 [23:38:23.674] [DealFinder] Show-out: E void in Diamonds (bidding said [0-13], already held 1) [23:38:23.674] [DealFinder] Show-out: W void in Diamonds (bidding said [0-13], already held 3) [23:38:23.674] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[1-1] C[0-7] (2 iterations) [23:38:23.675] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[3-3] C[0-7] (2 iterations) [23:38:23.675] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-10] [23:38:23.675] [DealFinder] Re-propagated HCP after played-card floor: W HCP[1-10] [23:38:23.675] [DealFinder] Known cards per player: N=13, E=5, S=13, W=5 [23:38:23.675] [DealFinder] Locked players: N, S [23:38:23.675] [DealFinder] Total known cards: 36, Remaining deck: 16, Cards to deal: 16 [23:38:23.675] [DealFinder] Players needing cards: E:8, W:8 [23:38:23.675] Large number of cards remaining. Using random generation. [23:38:23.675] [DealFinder] Hands to validate (not 13 cards in partial): E, W [23:38:23.676] [VerifyHands] FAIL for E: J54.J86432.3.AK8 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:23.677] [VerifyHands] FAIL for E: J52.J86432.3.AK4 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:23.679] [VerifyHands] FAIL for E: J852.986542.3.A8 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:23.680] [VerifyHands] FAIL for E: J543.965432.3.AJ (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:23.681] [VerifyHands] FAIL for E: J852.J98643.3.A6 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:23.684] [Timing] Total: 12ms, Generation: 0ms, Verification: 6ms [23:38:23.684] [Timing] Attempts: 58, PassedSimpleCheck: 58, FailedVerification: 8, Found: 50 [23:38:23.700] Search complete. Returning 50 deals. [23:38:23.700] Found 50 sample deals for simulation. [23:38:23.701] Valid deals for DDS: 50 / 50 [23:38:23.701] [SAMPLE-VAL] Validating 50 samples, hidden: E,W, contract: NT [23:38:23.708] [SAMPLE-VAL] Opening lead NN validation (S9): 50/50 samples adjusted [23:38:23.709] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:23.709] [SAMPLE-VAL] T2: S=D5 W=D6 N=DQ E=D3 (leader=S) [23:38:23.709] [SAMPLE-VAL] T3: N=DK E=H6 S=D7 W=DT (leader=N) [23:38:23.709] [SAMPLE-VAL] T4: N=DA E=S5 S=C5 W=DJ (leader=N) [23:38:23.709] [SAMPLE-VAL] T5: N=D8 E=H4 S=C7 W=C2 (leader=N) [23:38:23.712] [SAMPLE-VAL] Sample 1: weight 0.100 -> 0.029 [E:T1-SJ=87 % T2-D3=100 % T3-H6=76 % T4-S5=25 % T5-H4=68 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=68 %] [23:38:23.714] [SAMPLE-VAL] Sample 2: weight 0.100 -> 0.017 [E:T1-SJ=85 % T2-D3=100 % T3-H6=31 % T4-S5=20 % T5-H4=37 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 % T5-C2=3 %] [23:38:23.717] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.011 [E:T1-SJ=89 % T2-D3=100 % T3-H6=16 % T4-S5=6 % T5-H4=3 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 % T5-C2=2 %] [23:38:23.720] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.020 [E:T1-SJ=90 % T2-D3=100 % T3-H6=79 % T4-S5=10 % T5-H4=58 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=10 %] [23:38:23.723] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.023 [E:T1-SJ=78 % T2-D3=100 % T3-H6=54 % T4-S5=38 % T5-H4=56 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=13 %] [23:38:23.726] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.027 [E:T1-SJ=91 % T2-D3=100 % T3-H6=83 % T4-S5=7 % T5-H4=80 %, W:T2-D6=48 % T3-DT=0 % T4-DJ=100 % T5-C2=84 %] [23:38:23.728] [SAMPLE-VAL] Sample 7: weight 0.100 -> 0.029 [E:T1-SJ=73 % T2-D3=100 % T3-H6=75 % T4-S5=26 % T5-H4=65 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=92 %] [23:38:23.731] [SAMPLE-VAL] Sample 8: weight 0.100 -> 0.019 [E:T1-SJ=89 % T2-D3=100 % T3-H6=51 % T4-S5=22 % T5-H4=22 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=8 %] [23:38:23.733] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.021 [E:T1-SJ=88 % T2-D3=100 % T3-H6=77 % T4-S5=10 % T5-H4=67 %, W:T2-D6=54 % T3-DT=0 % T4-DJ=100 % T5-C2=8 %] [23:38:23.736] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.016 [E:T1-SJ=90 % T2-D3=100 % T3-H6=33 % T4-S5=15 % T5-H4=27 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 % T5-C2=3 %] [23:38:23.739] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.019 [E:T1-SJ=84 % T2-D3=100 % T3-H6=30 % T4-S5=48 % T5-H4=11 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=12 %] [23:38:23.741] [SAMPLE-VAL] Sample 12: weight 0.100 -> 0.026 [E:T1-SJ=85 % T2-D3=100 % T3-H6=73 % T4-S5=22 % T5-H4=68 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=39 %] [23:38:23.744] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.023 [E:T1-SJ=82 % T2-D3=100 % T3-H6=51 % T4-S5=38 % T5-H4=38 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=20 %] [23:38:23.746] [SAMPLE-VAL] Sample 14: weight 0.100 -> 0.023 [E:T1-SJ=57 % T2-D3=100 % T3-H6=47 % T4-S5=73 % T5-H4=31 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=20 %] [23:38:23.749] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.026 [E:T1-SJ=87 % T2-D3=100 % T3-H6=90 % T4-S5=4 % T5-H4=82 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=84 %] [23:38:23.751] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.017 [E:T1-SJ=95 % T2-D3=100 % T3-H6=83 % T4-S5=2 % T5-H4=69 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=6 %] [23:38:23.754] [SAMPLE-VAL] Sample 17: weight 0.500 -> 0.124 [E:T1-SJ=60 % T2-D3=100 % T3-H6=17 % T4-S5=83 % T5-H4=20 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=78 %] [23:38:23.757] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.028 [E:T1-SJ=83 % T2-D3=100 % T3-H6=66 % T4-S5=24 % T5-H4=66 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=61 %] [23:38:23.759] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.026 [E:T1-SJ=90 % T2-D3=100 % T3-H6=89 % T4-S5=6 % T5-H4=79 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=70 %] [23:38:23.762] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.029 [E:T1-SJ=81 % T2-D3=100 % T3-H6=66 % T4-S5=30 % T5-H4=60 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=76 %] [23:38:23.764] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.026 [E:T1-SJ=76 % T2-D3=100 % T3-H6=46 % T4-S5=57 % T5-H4=39 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=36 %] [23:38:23.767] [SAMPLE-VAL] Sample 22: weight 0.100 -> 0.025 [E:T1-SJ=66 % T2-D3=100 % T3-H6=41 % T4-S5=68 % T5-H4=22 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=61 %] [23:38:23.769] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.027 [E:T1-SJ=65 % T2-D3=100 % T3-H6=42 % T4-S5=63 % T5-H4=30 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=77 %] [23:38:23.772] [SAMPLE-VAL] Sample 24: weight 0.100 -> 0.028 [E:T1-SJ=60 % T2-D3=100 % T3-H6=51 % T4-S5=54 % T5-H4=35 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=83 %] [23:38:23.775] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.021 [E:T1-SJ=87 % T2-D3=100 % T3-H6=73 % T4-S5=15 % T5-H4=50 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=12 %] [23:38:23.782] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.027 [E:T1-SJ=87 % T2-D3=100 % T3-H6=57 % T4-S5=32 % T5-H4=44 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=61 %] [23:38:23.785] [SAMPLE-VAL] Sample 27: weight 0.500 -> 0.113 [E:T1-SJ=56 % T2-D3=100 % T3-H6=16 % T4-S5=84 % T5-H4=17 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=49 %] [23:38:23.788] [SAMPLE-VAL] Sample 28: weight 0.100 -> 0.025 [E:T1-SJ=56 % T2-D3=100 % T3-H6=27 % T4-S5=82 % T5-H4=15 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=90 %] [23:38:23.791] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.029 [E:T1-SJ=75 % T2-D3=100 % T3-H6=71 % T4-S5=36 % T5-H4=60 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=82 %] [23:38:23.793] [SAMPLE-VAL] Sample 30: weight 0.100 -> 0.027 [E:T1-SJ=73 % T2-D3=100 % T3-H6=37 % T4-S5=63 % T5-H4=32 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=86 %] [23:38:23.796] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.027 [E:T1-SJ=75 % T2-D3=100 % T3-H6=68 % T4-S5=46 % T5-H4=71 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=33 %] [23:38:23.799] [SAMPLE-VAL] Sample 32: weight 0.100 -> 0.029 [E:T1-SJ=68 % T2-D3=100 % T3-H6=51 % T4-S5=55 % T5-H4=48 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=93 %] [23:38:23.801] [SAMPLE-VAL] Sample 33: weight 0.500 -> 0.113 [E:T1-SJ=56 % T2-D3=100 % T3-H6=25 % T4-S5=87 % T5-H4=14 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=43 %] [23:38:23.804] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.024 [E:T1-SJ=93 % T2-D3=100 % T3-H6=83 % T4-S5=3 % T5-H4=73 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 % T5-C2=57 %] [23:38:23.807] [SAMPLE-VAL] Sample 35: weight 0.100 -> 0.028 [E:T1-SJ=69 % T2-D3=100 % T3-H6=55 % T4-S5=55 % T5-H4=49 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=66 %] [23:38:23.809] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.021 [E:T1-SJ=71 % T2-D3=100 % T3-H6=33 % T4-S5=55 % T5-H4=35 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=8 %] [23:38:23.812] [SAMPLE-VAL] Sample 37: weight 0.100 -> 0.025 [E:T1-SJ=76 % T2-D3=100 % T3-H6=48 % T4-S5=56 % T5-H4=31 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=40 %] [23:38:23.815] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.026 [E:T1-SJ=67 % T2-D3=100 % T3-H6=37 % T4-S5=71 % T5-H4=28 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=57 %] [23:38:23.818] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.028 [E:T1-SJ=76 % T2-D3=100 % T3-H6=74 % T4-S5=41 % T5-H4=64 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=46 %] [23:38:23.820] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.023 [E:T1-SJ=70 % T2-D3=100 % T3-H6=38 % T4-S5=65 % T5-H4=40 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=15 %] [23:38:23.823] [SAMPLE-VAL] Sample 41: weight 0.100 -> 0.026 [E:T1-SJ=66 % T2-D3=100 % T3-H6=44 % T4-S5=63 % T5-H4=34 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=51 %] [23:38:23.826] [SAMPLE-VAL] Sample 42: weight 0.100 -> 0.023 [E:T1-SJ=95 % T2-D3=100 % T3-H6=78 % T4-S5=4 % T5-H4=68 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=51 %] [23:38:23.828] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.021 [E:T1-SJ=71 % T2-D3=100 % T3-H6=50 % T4-S5=53 % T5-H4=33 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=7 %] [23:38:23.831] [SAMPLE-VAL] Sample 44: weight 0.100 -> 0.021 [E:T1-SJ=82 % T2-D3=100 % T3-H6=37 % T4-S5=51 % T5-H4=21 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=14 %] [23:38:23.833] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.028 [E:T1-SJ=81 % T2-D3=100 % T3-H6=86 % T4-S5=18 % T5-H4=82 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=71 %] [23:38:23.836] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.028 [E:T1-SJ=73 % T2-D3=100 % T3-H6=49 % T4-S5=59 % T5-H4=39 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=56 %] [23:38:23.839] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.033 [E:T1-SJ=73 % T2-D3=100 % T3-H6=58 % T4-S5=48 % T5-H4=53 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=90 %] [23:38:23.841] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.028 [E:T1-SJ=84 % T2-D3=100 % T3-H6=81 % T4-S5=18 % T5-H4=72 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=88 %] [23:38:23.844] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.017 [E:T1-SJ=96 % T2-D3=100 % T3-H6=81 % T4-S5=3 % T5-H4=72 %, W:T2-D6=31 % T3-DT=0 % T4-DJ=100 % T5-C2=4 %] [23:38:23.847] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.023 [E:T1-SJ=78 % T2-D3=100 % T3-H6=45 % T4-S5=47 % T5-H4=33 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=17 %] [23:38:23.847] [SAMPLE-VAL] Done. Weight range: 0.011-0.124 [23:38:23.847] [SAMPLE-VAL] Top sample 17 (w=0.124): E:J85432.9643.3.K8 W:9.J852.JT6.AJ642 [E:T1-SJ=60 % T2-D3=100 % T3-H6=17 % T4-S5=83 % T5-H4=20 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=78 %] [23:38:23.847] [SAMPLE-VAL] Top sample 33 (w=0.113): E:J5432.J642.3.KJ4 W:98.9853.JT6.A862 [E:T1-SJ=56 % T2-D3=100 % T3-H6=25 % T4-S5=87 % T5-H4=14 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=43 %] [23:38:23.847] [SAMPLE-VAL] Top sample 27 (w=0.113): E:J85432.8642.3.K4 W:9.J953.JT6.AJ862 [E:T1-SJ=56 % T2-D3=100 % T3-H6=16 % T4-S5=84 % T5-H4=17 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=49 %] [23:38:23.847] [SAMPLE-VAL] Top sample 47 (w=0.033): E:J8532.86432.3.84 W:94.J95.JT6.AKJ62 [E:T1-SJ=73 % T2-D3=100 % T3-H6=58 % T4-S5=48 % T5-H4=53 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=90 %] [23:38:23.847] [SAMPLE-VAL] Top sample 32 (w=0.029): E:J8542.96543.3.J8 W:93.J82.JT6.AK642 [E:T1-SJ=68 % T2-D3=100 % T3-H6=51 % T4-S5=55 % T5-H4=48 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=93 %] [23:38:23.847] After sample validation: 50 deals remaining [23:38:23.847] [PLAY-INFER] No inference observations detected [23:38:23.847] Using weighted samples: 50/50 have non-uniform weights (range 0.011-0.124) [23:38:23.848] Sample deals (50 total, showing first 20, by weight): [23:38:23.848] [1] (w=0.124) N:T76.T.AKQ9842.T3 J85432.9643.3.K8 AKQ.AKQ7.75.Q975 9.J852.JT6.AJ642 [23:38:23.848] [2] (w=0.113) N:T76.T.AKQ9842.T3 J5432.J642.3.KJ4 AKQ.AKQ7.75.Q975 98.9853.JT6.A862 [23:38:23.848] [3] (w=0.113) N:T76.T.AKQ9842.T3 J85432.8642.3.K4 AKQ.AKQ7.75.Q975 9.J953.JT6.AJ862 [23:38:23.848] [4] (w=0.033) N:T76.T.AKQ9842.T3 J8532.86432.3.84 AKQ.AKQ7.75.Q975 94.J95.JT6.AKJ62 [23:38:23.848] [5] (w=0.029) N:T76.T.AKQ9842.T3 J8542.96543.3.J8 AKQ.AKQ7.75.Q975 93.J82.JT6.AK642 [23:38:23.848] [6] (w=0.029) N:T76.T.AKQ9842.T3 J542.J96432.3.84 AKQ.AKQ7.75.Q975 983.85.JT6.AKJ62 [23:38:23.848] [7] (w=0.029) N:T76.T.AKQ9842.T3 J543.86543.3.K84 AKQ.AKQ7.75.Q975 982.J92.JT6.AJ62 [23:38:23.848] [8] (w=0.029) N:T76.T.AKQ9842.T3 J532.J6432.3.A86 AKQ.AKQ7.75.Q975 984.985.JT6.KJ42 [23:38:23.848] [9] (w=0.029) N:T76.T.AKQ9842.T3 J852.96543.3.K84 AKQ.AKQ7.75.Q975 943.J82.JT6.AJ62 [23:38:23.848] [10] (w=0.028) N:T76.T.AKQ9842.T3 J854.J96543.3.84 AKQ.AKQ7.75.Q975 932.82.JT6.AKJ62 [23:38:23.848] [11] (w=0.028) N:T76.T.AKQ9842.T3 J854.J6542.3.AK8 AKQ.AKQ7.75.Q975 932.983.JT6.J642 [23:38:23.849] [12] (w=0.028) N:T76.T.AKQ9842.T3 J543.J6542.3.AK4 AKQ.AKQ7.75.Q975 982.983.JT6.J862 [23:38:23.849] [13] (w=0.028) N:T76.T.AKQ9842.T3 J5432.J86432.3.J AKQ.AKQ7.75.Q975 98.95.JT6.AK8642 [23:38:23.849] [14] (w=0.028) N:T76.T.AKQ9842.T3 J8542.96543.3.A6 AKQ.AKQ7.75.Q975 93.J82.JT6.KJ842 [23:38:23.849] [15] (w=0.028) N:T76.T.AKQ9842.T3 J854.86432.3.KJ6 AKQ.AKQ7.75.Q975 932.J95.JT6.A842 [23:38:23.849] [16] (w=0.028) N:T76.T.AKQ9842.T3 J532.98654.3.AJ4 AKQ.AKQ7.75.Q975 984.J32.JT6.K862 [23:38:23.849] [17] (w=0.027) N:T76.T.AKQ9842.T3 J54.9865432.3.K8 AKQ.AKQ7.75.Q975 9832.J.JT6.AJ642 [23:38:23.849] [18] (w=0.027) N:T76.T.AKQ9842.T3 J542.6432.3.AKJ4 AKQ.AKQ7.75.Q975 983.J985.JT6.862 [23:38:23.849] [19] (w=0.027) N:T76.T.AKQ9842.T3 J8543.J8643.3.K8 AKQ.AKQ7.75.Q975 92.952.JT6.AJ642 [23:38:23.849] [20] (w=0.027) N:T76.T.AKQ9842.T3 J853.J8654.3.K84 AKQ.AKQ7.75.Q975 942.932.JT6.AJ62 [23:38:23.849] ... and 30 more [23:38:23.929] [DDS] WARNING: All samples produced identical results - hands may be fully known (no sampling variance) [23:38:23.929] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:23.929] D9: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:23.929] HT: [630, 630, 630, 660, 660, 630, 660, 660, 660, 630, 660, 660, 630, 660, 660, 660, 630, 630, 660, 660, 630, 660, 630, 630, 660, 630, 630, 660, 660, 660, 630, 630, 630, 630, 630, 630, 660, 660, 630, 630, 660, 630, 630, 630, 660, 630, 630, 630, 630, 630] [23:38:23.929] S7: [630, 630, 630, 660, 660, 630, 660, 660, 660, 630, 660, 660, 630, 660, 660, 660, 630, 630, 660, 660, 630, 660, 630, 630, 660, 630, 630, 660, 660, 660, 630, 630, 630, 630, 630, 630, 660, 660, 630, 630, 660, 630, 630, 630, 660, 630, 630, 630, 630, 630] [23:38:23.929] C3: [600, 630, 600, 600, 600, 600, 630, 630, 630, 600, 630, 630, -100, 600, 630, 630, 600, 600, 600, 630, 630, 630, 630, 630, 630, 630, 600, 630, 600, 600, 630, 630, 600, 600, 600, 600, 600, 600, 600, 630, 630, 600, 630, 600, 600, 630, 630, 630, 630, -200] [23:38:23.929] CT: [600, 630, 600, 600, 600, 600, 630, 630, 630, 600, 630, 630, -100, 600, 630, 630, 600, 600, 600, 630, 630, 630, 630, 630, 630, 630, 600, 630, 600, 600, 630, 630, 600, 600, 600, 600, 600, 600, 600, 630, 630, 600, 630, 600, 600, 630, 630, 630, 630, -200] [23:38:23.929] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:23.929] D9: [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8] [23:38:23.929] HT: [5, 5, 5, 6, 6, 5, 6, 6, 6, 5, 6, 6, 5, 6, 6, 6, 5, 5, 6, 6, 5, 6, 5, 5, 6, 5, 5, 6, 6, 6, 5, 5, 5, 5, 5, 5, 6, 6, 5, 5, 6, 5, 5, 5, 6, 5, 5, 5, 5, 5] [23:38:23.930] S7: [5, 5, 5, 6, 6, 5, 6, 6, 6, 5, 6, 6, 5, 6, 6, 6, 5, 5, 6, 6, 5, 6, 5, 5, 6, 5, 5, 6, 6, 6, 5, 5, 5, 5, 5, 5, 6, 6, 5, 5, 6, 5, 5, 5, 6, 5, 5, 5, 5, 5] [23:38:23.930] C3: [4, 5, 4, 4, 4, 4, 5, 5, 5, 4, 5, 5, 3, 4, 5, 5, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 4, 5, 4, 4, 5, 5, 4, 4, 4, 4, 4, 4, 4, 5, 5, 4, 5, 4, 4, 5, 5, 5, 5, 2] [23:38:23.930] CT: [4, 5, 4, 4, 4, 4, 5, 5, 5, 4, 5, 5, 3, 4, 5, 5, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 4, 5, 4, 4, 5, 5, 4, 4, 4, 4, 4, 4, 4, 5, 5, 4, 5, 4, 4, 5, 5, 5, 5, 2] [23:38:23.930] --- IMP Calculation Output (card -> average IMP) --- [23:38:23.930] D9: 2.95 [23:38:23.930] HT: -0.06 [23:38:23.930] S7: -0.06 [23:38:23.930] C3: -1.41 [23:38:23.930] CT: -1.41 [23:38:23.931] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:23.931] D9: 1.000 [23:38:23.931] HT: 0.125 [23:38:23.931] S7: 0.125 [23:38:23.931] C3: -0.625 [23:38:23.931] CT: -0.625 [23:38:23.931] === DDS DETAILED ANALYSIS === [23:38:23.931] Cards analyzed: 5, Samples per card: 50 [23:38:23.931] [23:38:23.931] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:23.931] ----- ------ --------- ------- ----------- -------------------------------- [23:38:23.931] D9 2.95 8.00 100 % 1 [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8...] [23:38:23.931] S7 -0.06 5.42 100 % 2 [5, 5, 5, 6, 6, 5, 6, 6, 6, 5, 6, 6, 5, 6, 6, 6, 5, 5, 6, 6...] [23:38:23.932] HT -0.06 5.42 100 % 2 [5, 5, 5, 6, 6, 5, 6, 6, 6, 5, 6, 6, 5, 6, 6, 6, 5, 5, 6, 6...] [23:38:23.932] C3 -1.41 4.44 97 % 4 [4, 5, 4, 4, 4, 4, 5, 5, 5, 4, 5, 5, 3, 4, 5, 5, 4, 4, 4, 5...] [23:38:23.932] CT -1.41 4.44 97 % 4 [4, 5, 4, 4, 4, 4, 5, 5, 5, 4, 5, 5, 3, 4, 5, 5, 4, 4, 4, 5...] [23:38:23.932] [23:38:23.932] Selected: D9 (IMPs=2.95, avgTricks=8.00) [23:38:23.932] =================== [23:38:23.932] Selected: D9 (MP 1.000, 2.95 IMPs, 8.00 tricks) [23:38:23.932] [CLAIM] best line wins all 8 remaining tricks in every sample [23:38:23.932] [stage-timing] ok sample=30ms validate=0ms nn=146ms signal=0ms simgames=2ms dds=80ms total=262ms samples=50 cards=20 [23:38:23.933] === FindBestCardAsync: Position=N, CardsPlayed=20 === [23:38:23.934] Finding card to play for N: T76.T.AKQ9842.T3 [23:38:23.934] Relative position: Dummy, Contract type: NoTrump [23:38:23.934] Cards in hand mask: 6 [23:38:23.935] Candidate: TH = 93.9 % [23:38:23.935] Candidate: xS = 4.0 % [23:38:23.935] Candidate: xC = 1.2 % [23:38:23.935] Candidate: 9D = 0.5 % [23:38:23.935] Candidate: xD = 0.2 % [23:38:23.935] Candidate: TC = 0.2 % [23:38:23.935] Selected: HT (93.9 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:25 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:25 === [23:38:25.510] === FindBestCardAsync: Position=S, CardsPlayed=22 === [23:38:25.511] Contract: 3N, Declarer: S, Dealer: E [23:38:25.511] Auction: P-2N-P-3N-P-P-P [23:38:25.511] Deal: N:... ... ... ... [23:38:25.511] Position S is on declarer's side - score table shifted by 5 declarer tricks won [23:38:25.511] ****************************** [23:38:25.511] FindMatchingDealsWithPlayInternal Input: [23:38:25.511] Position parameter: S [23:38:25.511] Deal from game: N:... ... ... ... [23:38:25.511] Hand for N: T76.T.AKQ9842.T3 [23:38:25.511] Hand for E: (null) [23:38:25.511] Hand for S: AKQ.AKQ7.75.Q975 [23:38:25.511] Hand for W: (null) [23:38:25.511] Cards played: S9, ST, SJ, SA, D5, D6, DQ, D3, DK, H6, D7, DT, DA, S5, C5, DJ, D8, H4, C7, C2, D9, H5 [23:38:25.512] Declarer: S [23:38:25.512] ****************************** [23:38:25.512] [DealFinder] Seed from player S hand: -2001559935 [23:38:25.512] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:25.512] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:25.512] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1539MB, gc2=15) [23:38:25.512] [DealFinder] Using cardsPlayedCount=22 for visibility calculation [23:38:25.512] [ExtractPartialDeal] Position=S, Declarer=S, CardsPlayed=22 [23:38:25.512] [ExtractPartialDeal] Visible hands: S, N [23:38:25.512] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:25.512] [ExtractPartialDeal] Extracted hands: [23:38:25.512] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:25.512] E: ... (0 cards) [23:38:25.513] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:25.513] W: ... (0 cards) [23:38:25.513] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:25.513] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:25.513] [ComputePlayedCards] Card 1: S9 played by W [23:38:25.513] [ComputePlayedCards] Card 2: ST played by N [23:38:25.513] [ComputePlayedCards] Card 3: SJ played by E [23:38:25.513] [ComputePlayedCards] Card 4: SA played by S [23:38:25.513] [ComputePlayedCards] Trick complete. Winner: S [23:38:25.513] [ComputePlayedCards] Card 5: D5 played by S [23:38:25.513] [ComputePlayedCards] Card 6: D6 played by W [23:38:25.513] [ComputePlayedCards] Card 7: DQ played by N [23:38:25.513] [ComputePlayedCards] Card 8: D3 played by E [23:38:25.513] [ComputePlayedCards] Trick complete. Winner: N [23:38:25.513] [ComputePlayedCards] Card 9: DK played by N [23:38:25.513] [ComputePlayedCards] Card 10: H6 played by E [23:38:25.514] [ComputePlayedCards] Card 11: D7 played by S [23:38:25.514] [ComputePlayedCards] Card 12: DT played by W [23:38:25.514] [ComputePlayedCards] Trick complete. Winner: N [23:38:25.514] [ComputePlayedCards] Card 13: DA played by N [23:38:25.514] [ComputePlayedCards] Card 14: S5 played by E [23:38:25.514] [ComputePlayedCards] Card 15: C5 played by S [23:38:25.514] [ComputePlayedCards] Card 16: DJ played by W [23:38:25.514] [ComputePlayedCards] Trick complete. Winner: N [23:38:25.514] [ComputePlayedCards] Card 17: D8 played by N [23:38:25.514] [ComputePlayedCards] Card 18: H4 played by E [23:38:25.514] [ComputePlayedCards] Card 19: C7 played by S [23:38:25.514] [ComputePlayedCards] Card 20: C2 played by W [23:38:25.514] [ComputePlayedCards] Trick complete. Winner: N [23:38:25.514] [ComputePlayedCards] Card 21: D9 played by N [23:38:25.514] [ComputePlayedCards] Card 22: H5 played by E [23:38:25.514] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST, DQ, DK, DA, D8, D9 [23:38:25.515] [DealFinder] Added 6 played cards to E (was 0 cards): SJ, D3, H6, S5, H4, H5 [23:38:25.515] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA, D5, D7, C5, C7 [23:38:25.515] [DealFinder] Added 5 played cards to W (was 0 cards): S9, D6, DT, DJ, C2 [23:38:25.515] [DealFinder] Show-out: E void in Diamonds (bidding said [0-13], already held 1) [23:38:25.515] [DealFinder] Show-out: W void in Diamonds (bidding said [0-13], already held 3) [23:38:25.515] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[1-1] C[0-7] (2 iterations) [23:38:25.515] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[3-3] C[0-7] (2 iterations) [23:38:25.515] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-10] [23:38:25.516] [DealFinder] Re-propagated HCP after played-card floor: W HCP[1-10] [23:38:25.516] [DealFinder] Known cards per player: N=13, E=6, S=13, W=5 [23:38:25.516] [DealFinder] Locked players: N, S [23:38:25.516] [DealFinder] Total known cards: 37, Remaining deck: 15, Cards to deal: 15 [23:38:25.516] [DealFinder] Players needing cards: E:7, W:8 [23:38:25.516] Large number of cards remaining. Using random generation. [23:38:25.516] [DealFinder] Hands to validate (not 13 cards in partial): E, W [23:38:25.517] [VerifyHands] FAIL for E: J53.986543.3.AK8 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:25.518] [VerifyHands] FAIL for E: J54.J96542.3.AK6 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:25.519] [VerifyHands] FAIL for E: J532.J96542.3.AK (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:25.519] [VerifyHands] FAIL for E: J52.9865432.3.AJ (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:25.520] [VerifyHands] FAIL for E: J54.986543.3.AK6 (HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & R...) [23:38:25.525] [Timing] Total: 12ms, Generation: 1ms, Verification: 7ms [23:38:25.525] [Timing] Attempts: 65, PassedSimpleCheck: 65, FailedVerification: 15, Found: 50 [23:38:25.541] Search complete. Returning 50 deals. [23:38:25.541] Found 50 sample deals for simulation. [23:38:25.541] Valid deals for DDS: 50 / 50 [23:38:25.541] [SAMPLE-VAL] Validating 50 samples, hidden: E,W, contract: NT [23:38:25.549] [SAMPLE-VAL] Opening lead NN validation (S9): 50/50 samples adjusted [23:38:25.549] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:25.550] [SAMPLE-VAL] T2: S=D5 W=D6 N=DQ E=D3 (leader=S) [23:38:25.550] [SAMPLE-VAL] T3: N=DK E=H6 S=D7 W=DT (leader=N) [23:38:25.550] [SAMPLE-VAL] T4: N=DA E=S5 S=C5 W=DJ (leader=N) [23:38:25.550] [SAMPLE-VAL] T5: N=D8 E=H4 S=C7 W=C2 (leader=N) [23:38:25.550] [SAMPLE-VAL] T6: N=D9 E=H5 (leader=N) (partial) [23:38:25.555] [SAMPLE-VAL] Sample 1: weight 0.100 -> 0.022 [E:T1-SJ=71 % T2-D3=100 % T3-H6=37 % T4-S5=70 % T5-H4=31 % T6-H5=5 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=61 %] [23:38:25.558] [SAMPLE-VAL] Sample 2: weight 0.100 -> 0.009 [E:T1-SJ=95 % T2-D3=100 % T3-H6=34 % T4-S5=3 % T5-H4=25 % T6-H5=7 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=0 %] [23:38:25.562] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.028 [E:T1-SJ=84 % T2-D3=100 % T3-H6=80 % T4-S5=23 % T5-H4=79 % T6-H5=53 %, W:T2-D6=30 % T3-DT=0 % T4-DJ=100 % T5-C2=85 %] [23:38:25.565] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.018 [E:T1-SJ=95 % T2-D3=100 % T3-H6=67 % T4-S5=4 % T5-H4=54 % T6-H5=36 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=10 %] [23:38:25.568] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.028 [E:T1-SJ=81 % T2-D3=100 % T3-H6=83 % T4-S5=23 % T5-H4=81 % T6-H5=57 %, W:T2-D6=32 % T3-DT=0 % T4-DJ=100 % T5-C2=68 %] [23:38:25.571] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.027 [E:T1-SJ=69 % T2-D3=100 % T3-H6=54 % T4-S5=56 % T5-H4=48 % T6-H5=35 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=71 %] [23:38:25.574] [SAMPLE-VAL] Sample 7: weight 0.100 -> 0.026 [E:T1-SJ=69 % T2-D3=100 % T3-H6=55 % T4-S5=55 % T5-H4=49 % T6-H5=35 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=66 %] [23:38:25.577] [SAMPLE-VAL] Sample 8: weight 0.100 -> 0.026 [E:T1-SJ=89 % T2-D3=100 % T3-H6=78 % T4-S5=18 % T5-H4=73 % T6-H5=54 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=31 %] [23:38:25.580] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.020 [E:T1-SJ=56 % T2-D3=100 % T3-H6=33 % T4-S5=81 % T5-H4=14 % T6-H5=4 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=83 %] [23:38:25.583] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.028 [E:T1-SJ=87 % T2-D3=100 % T3-H6=78 % T4-S5=24 % T5-H4=75 % T6-H5=50 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=69 %] [23:38:25.586] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.012 [E:T1-SJ=73 % T2-D3=100 % T3-H6=26 % T4-S5=36 % T5-H4=24 % T6-H5=3 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=2 %] [23:38:25.589] [SAMPLE-VAL] Sample 12: weight 0.100 -> 0.014 [E:T1-SJ=86 % T2-D3=100 % T3-H6=30 % T4-S5=16 % T5-H4=35 % T6-H5=6 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=3 %] [23:38:25.592] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.023 [E:T1-SJ=95 % T2-D3=100 % T3-H6=88 % T4-S5=4 % T5-H4=83 % T6-H5=62 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=33 %] [23:38:25.595] [SAMPLE-VAL] Sample 14: weight 0.500 -> 0.124 [E:T1-SJ=64 % T2-D3=100 % T3-H6=40 % T4-S5=72 % T5-H4=40 % T6-H5=21 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=61 %] [23:38:25.598] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.026 [E:T1-SJ=89 % T2-D3=100 % T3-H6=90 % T4-S5=7 % T5-H4=85 % T6-H5=78 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=52 %] [23:38:25.601] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.021 [E:T1-SJ=67 % T2-D3=100 % T3-H6=35 % T4-S5=68 % T5-H4=35 % T6-H5=5 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=47 %] [23:38:25.604] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.019 [E:T1-SJ=90 % T2-D3=100 % T3-H6=79 % T4-S5=10 % T5-H4=58 % T6-H5=31 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=10 %] [23:38:25.607] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.024 [E:T1-SJ=95 % T2-D3=100 % T3-H6=83 % T4-S5=3 % T5-H4=71 % T6-H5=43 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=58 %] [23:38:25.610] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.021 [E:T1-SJ=82 % T2-D3=100 % T3-H6=72 % T4-S5=27 % T5-H4=71 % T6-H5=41 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=8 %] [23:38:25.613] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.029 [E:T1-SJ=84 % T2-D3=100 % T3-H6=78 % T4-S5=17 % T5-H4=69 % T6-H5=50 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=86 %] [23:38:25.616] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.024 [E:T1-SJ=77 % T2-D3=100 % T3-H6=69 % T4-S5=25 % T5-H4=56 % T6-H5=38 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 % T5-C2=25 %] [23:38:25.619] [SAMPLE-VAL] Sample 22: weight 0.100 -> 0.027 [E:T1-SJ=91 % T2-D3=100 % T3-H6=81 % T4-S5=9 % T5-H4=65 % T6-H5=52 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=70 %] [23:38:25.621] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.028 [E:T1-SJ=84 % T2-D3=100 % T3-H6=85 % T4-S5=9 % T5-H4=77 % T6-H5=68 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=89 %] [23:38:25.624] [SAMPLE-VAL] Sample 24: weight 0.100 -> 0.016 [E:T1-SJ=91 % T2-D3=100 % T3-H6=55 % T4-S5=22 % T5-H4=32 % T6-H5=8 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=5 %] [23:38:25.631] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.027 [E:T1-SJ=90 % T2-D3=100 % T3-H6=78 % T4-S5=10 % T5-H4=68 % T6-H5=49 %, W:T2-D6=52 % T3-DT=0 % T4-DJ=100 % T5-C2=66 %] [23:38:25.634] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.028 [E:T1-SJ=81 % T2-D3=100 % T3-H6=80 % T4-S5=12 % T5-H4=79 % T6-H5=71 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=70 %] [23:38:25.637] [SAMPLE-VAL] Sample 27: weight 0.100 -> 0.031 [E:T1-SJ=81 % T2-D3=100 % T3-H6=65 % T4-S5=32 % T5-H4=61 % T6-H5=36 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=93 %] [23:38:25.640] [SAMPLE-VAL] Sample 28: weight 0.100 -> 0.028 [E:T1-SJ=75 % T2-D3=100 % T3-H6=71 % T4-S5=36 % T5-H4=60 % T6-H5=35 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=82 %] [23:38:25.643] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.022 [E:T1-SJ=82 % T2-D3=100 % T3-H6=69 % T4-S5=22 % T5-H4=65 % T6-H5=49 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=10 %] [23:38:25.646] [SAMPLE-VAL] Sample 30: weight 0.100 -> 0.027 [E:T1-SJ=83 % T2-D3=100 % T3-H6=74 % T4-S5=30 % T5-H4=74 % T6-H5=51 %, W:T2-D6=31 % T3-DT=0 % T4-DJ=100 % T5-C2=59 %] [23:38:25.650] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.023 [E:T1-SJ=73 % T2-D3=100 % T3-H6=44 % T4-S5=61 % T5-H4=26 % T6-H5=8 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=79 %] [23:38:25.653] [SAMPLE-VAL] Sample 32: weight 0.100 -> 0.028 [E:T1-SJ=79 % T2-D3=100 % T3-H6=81 % T4-S5=16 % T5-H4=73 % T6-H5=61 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=74 %] [23:38:25.656] [SAMPLE-VAL] Sample 33: weight 0.100 -> 0.018 [E:T1-SJ=89 % T2-D3=100 % T3-H6=55 % T4-S5=19 % T5-H4=39 % T6-H5=14 %, W:T2-D6=56 % T3-DT=0 % T4-DJ=100 % T5-C2=8 %] [23:38:25.659] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.025 [E:T1-SJ=51 % T2-D3=100 % T3-H6=45 % T4-S5=63 % T5-H4=41 % T6-H5=24 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=72 %] [23:38:25.662] [SAMPLE-VAL] Sample 35: weight 0.100 -> 0.029 [E:T1-SJ=84 % T2-D3=100 % T3-H6=78 % T4-S5=17 % T5-H4=69 % T6-H5=50 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=86 %] [23:38:25.665] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.026 [E:T1-SJ=63 % T2-D3=100 % T3-H6=55 % T4-S5=60 % T5-H4=59 % T6-H5=34 %, W:T2-D6=30 % T3-DT=0 % T4-DJ=100 % T5-C2=50 %] [23:38:25.668] [SAMPLE-VAL] Sample 37: weight 0.100 -> 0.028 [E:T1-SJ=84 % T2-D3=100 % T3-H6=77 % T4-S5=15 % T5-H4=67 % T6-H5=41 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=90 %] [23:38:25.671] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.028 [E:T1-SJ=84 % T2-D3=100 % T3-H6=77 % T4-S5=15 % T5-H4=67 % T6-H5=41 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=90 %] [23:38:25.674] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.019 [E:T1-SJ=94 % T2-D3=100 % T3-H6=69 % T4-S5=4 % T5-H4=62 % T6-H5=40 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=11 %] [23:38:25.677] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.020 [E:T1-SJ=88 % T2-D3=100 % T3-H6=89 % T4-S5=8 % T5-H4=85 % T6-H5=70 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=7 %] [23:38:25.680] [SAMPLE-VAL] Sample 41: weight 0.100 -> 0.027 [E:T1-SJ=86 % T2-D3=100 % T3-H6=77 % T4-S5=25 % T5-H4=75 % T6-H5=58 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=38 %] [23:38:25.683] [SAMPLE-VAL] Sample 42: weight 0.100 -> 0.020 [E:T1-SJ=84 % T2-D3=100 % T3-H6=55 % T4-S5=36 % T5-H4=44 % T6-H5=5 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=19 %] [23:38:25.686] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.024 [E:T1-SJ=83 % T2-D3=100 % T3-H6=51 % T4-S5=39 % T5-H4=40 % T6-H5=16 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=52 %] [23:38:25.689] [SAMPLE-VAL] Sample 44: weight 0.100 -> 0.032 [E:T1-SJ=74 % T2-D3=100 % T3-H6=53 % T4-S5=48 % T5-H4=54 % T6-H5=33 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=94 %] [23:38:25.692] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.018 [E:T1-SJ=85 % T2-D3=100 % T3-H6=48 % T4-S5=26 % T5-H4=44 % T6-H5=13 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=9 %] [23:38:25.695] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.029 [E:T1-SJ=85 % T2-D3=100 % T3-H6=78 % T4-S5=25 % T5-H4=78 % T6-H5=55 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=70 %] [23:38:25.697] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.027 [E:T1-SJ=90 % T2-D3=100 % T3-H6=78 % T4-S5=10 % T5-H4=68 % T6-H5=49 %, W:T2-D6=52 % T3-DT=0 % T4-DJ=100 % T5-C2=66 %] [23:38:25.700] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.024 [E:T1-SJ=95 % T2-D3=100 % T3-H6=83 % T4-S5=3 % T5-H4=71 % T6-H5=43 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=58 %] [23:38:25.703] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.020 [E:T1-SJ=74 % T2-D3=100 % T3-H6=50 % T4-S5=51 % T5-H4=38 % T6-H5=13 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 % T5-C2=9 %] [23:38:25.706] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.026 [E:T1-SJ=89 % T2-D3=100 % T3-H6=85 % T4-S5=10 % T5-H4=72 % T6-H5=52 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=70 %] [23:38:25.706] [SAMPLE-VAL] Done. Weight range: 0.009-0.124 [23:38:25.707] [SAMPLE-VAL] Top sample 14 (w=0.124): E:J5432.96543.3.K4 W:98.J82.JT6.AJ862 [E:T1-SJ=64 % T2-D3=100 % T3-H6=40 % T4-S5=72 % T5-H4=40 % T6-H5=21 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=61 %] [23:38:25.707] [SAMPLE-VAL] Top sample 44 (w=0.032): E:J8532.86543.3.J8 W:94.J92.JT6.AK642 [E:T1-SJ=74 % T2-D3=100 % T3-H6=53 % T4-S5=48 % T5-H4=54 % T6-H5=33 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=94 %] [23:38:25.707] [SAMPLE-VAL] Top sample 27 (w=0.031): E:J532.986542.3.J8 W:984.J3.JT6.AK642 [E:T1-SJ=81 % T2-D3=100 % T3-H6=65 % T4-S5=32 % T5-H4=61 % T6-H5=36 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=93 %] [23:38:25.707] [SAMPLE-VAL] Top sample 46 (w=0.029): E:J854.J6543.3.J84 W:932.982.JT6.AK62 [E:T1-SJ=85 % T2-D3=100 % T3-H6=78 % T4-S5=25 % T5-H4=78 % T6-H5=55 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=70 %] [23:38:25.707] [SAMPLE-VAL] Top sample 20 (w=0.029): E:J852.986542.3.84 W:943.J3.JT6.AKJ62 [E:T1-SJ=84 % T2-D3=100 % T3-H6=78 % T4-S5=17 % T5-H4=69 % T6-H5=50 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=86 %] [23:38:25.707] After sample validation: 50 deals remaining [23:38:25.707] [PLAY-INFER] No inference observations detected [23:38:25.707] Using weighted samples: 50/50 have non-uniform weights (range 0.009-0.124) [23:38:25.707] Sample deals (50 total, showing first 20, by weight): [23:38:25.707] [1] (w=0.124) N:T76.T.AKQ9842.T3 J5432.96543.3.K4 AKQ.AKQ7.75.Q975 98.J82.JT6.AJ862 [23:38:25.707] [2] (w=0.032) N:T76.T.AKQ9842.T3 J8532.86543.3.J8 AKQ.AKQ7.75.Q975 94.J92.JT6.AK642 [23:38:25.707] [3] (w=0.031) N:T76.T.AKQ9842.T3 J532.986542.3.J8 AKQ.AKQ7.75.Q975 984.J3.JT6.AK642 [23:38:25.708] [4] (w=0.029) N:T76.T.AKQ9842.T3 J854.J6543.3.J84 AKQ.AKQ7.75.Q975 932.982.JT6.AK62 [23:38:25.708] [5] (w=0.029) N:T76.T.AKQ9842.T3 J852.986542.3.84 AKQ.AKQ7.75.Q975 943.J3.JT6.AKJ62 [23:38:25.708] [6] (w=0.029) N:T76.T.AKQ9842.T3 J852.986543.3.86 AKQ.AKQ7.75.Q975 943.J2.JT6.AKJ42 [23:38:25.708] [7] (w=0.028) N:T76.T.AKQ9842.T3 J854.J6543.3.AJ8 AKQ.AKQ7.75.Q975 932.982.JT6.K642 [23:38:25.708] [8] (w=0.028) N:T76.T.AKQ9842.T3 J853.865432.3.86 AKQ.AKQ7.75.Q975 942.J9.JT6.AKJ42 [23:38:25.708] [9] (w=0.028) N:T76.T.AKQ9842.T3 J852.J6542.3.AKJ AKQ.AKQ7.75.Q975 943.983.JT6.8642 [23:38:25.708] [10] (w=0.028) N:T76.T.AKQ9842.T3 J852.865432.3.J6 AKQ.AKQ7.75.Q975 943.J9.JT6.AK842 [23:38:25.708] [11] (w=0.028) N:T76.T.AKQ9842.T3 J854.J6543.3.K84 AKQ.AKQ7.75.Q975 932.982.JT6.AJ62 [23:38:25.708] [12] (w=0.028) N:T76.T.AKQ9842.T3 J543.J865432.3.4 AKQ.AKQ7.75.Q975 982.9.JT6.AKJ862 [23:38:25.708] [13] (w=0.028) N:T76.T.AKQ9842.T3 J852.J86543.3.84 AKQ.AKQ7.75.Q975 943.92.JT6.AKJ62 [23:38:25.708] [14] (w=0.028) N:T76.T.AKQ9842.T3 J854.J86543.3.86 AKQ.AKQ7.75.Q975 932.92.JT6.AKJ42 [23:38:25.708] [15] (w=0.028) N:T76.T.AKQ9842.T3 J532.J6543.3.A86 AKQ.AKQ7.75.Q975 984.982.JT6.KJ42 [23:38:25.709] [16] (w=0.027) N:T76.T.AKQ9842.T3 J853.J6542.3.KJ6 AKQ.AKQ7.75.Q975 942.983.JT6.A842 [23:38:25.709] [17] (w=0.027) N:T76.T.AKQ9842.T3 J52.986543.3.J86 AKQ.AKQ7.75.Q975 9843.J2.JT6.AK42 [23:38:25.709] [18] (w=0.027) N:T76.T.AKQ9842.T3 J53.986543.3.J86 AKQ.AKQ7.75.Q975 9842.J2.JT6.AK42 [23:38:25.709] [19] (w=0.027) N:T76.T.AKQ9842.T3 J8542.86543.3.A4 AKQ.AKQ7.75.Q975 93.J92.JT6.KJ862 [23:38:25.709] [20] (w=0.027) N:T76.T.AKQ9842.T3 J852.96542.3.AK4 AKQ.AKQ7.75.Q975 943.J83.JT6.J862 [23:38:25.709] ... and 30 more [23:38:25.815] [DDS] WARNING: All samples produced identical results - hands may be fully known (no sampling variance) [23:38:25.815] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:25.815] H7: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:25.815] C9: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:25.815] CQ: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:25.815] SK: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 720, 690, 720, 690, 720, 690, 720, 720, 720, 720, 720, 720, 720, 690, 720, 690, 690, 690] [23:38:25.815] HA: [690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 720, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690] [23:38:25.815] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:25.815] H7: [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8] [23:38:25.815] C9: [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8] [23:38:25.815] CQ: [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8] [23:38:25.816] SK: [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 8, 8, 8, 8, 8, 8, 8, 7, 8, 7, 8, 7, 8, 8, 8, 8, 8, 8, 8, 7, 8, 7, 7, 7] [23:38:25.816] HA: [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7] [23:38:25.816] --- IMP Calculation Output (card -> average IMP) --- [23:38:25.816] H7: 0.28 [23:38:25.816] C9: 0.28 [23:38:25.816] CQ: 0.28 [23:38:25.816] SK: 0.11 [23:38:25.816] HA: -0.95 [23:38:25.816] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:25.817] H7: 0.279 [23:38:25.817] C9: 0.279 [23:38:25.817] CQ: 0.279 [23:38:25.817] SK: 0.115 [23:38:25.817] HA: -0.951 [23:38:25.817] === DDS DETAILED ANALYSIS === [23:38:25.817] Cards analyzed: 5, Samples per card: 50 [23:38:25.817] [23:38:25.817] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:25.817] ----- ------ --------- ------- ----------- -------------------------------- [23:38:25.817] H7 0.28 8.00 100 % 1 [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8...] [23:38:25.817] C9 0.28 8.00 100 % 1 [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8...] [23:38:25.817] CQ 0.28 8.00 100 % 1 [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8...] [23:38:25.817] SK 0.11 7.82 100 % 2 [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 8, 8, 8, 8, 8, 8, 8, 8...] [23:38:25.818] HA -0.95 7.02 100 % 2 [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7...] [23:38:25.818] [23:38:25.818] Selected: H7 (IMPs=0.28, avgTricks=8.00) [23:38:25.818] =================== [23:38:25.818] Selected: H7 (MP 0.279, 0.28 IMPs, 8.00 tricks) -- 2 tied card(s): C9, CQ [23:38:25.818] [stage-timing] ok sample=30ms validate=0ms nn=165ms signal=0ms simgames=2ms dds=106ms total=307ms samples=50 cards=22 [23:38:25.819] SUITC_CALL_BEGIN: input=' -F1 -u -c100 -ls1 T AKQ7 J98532' [23:38:25.839] SUITC_CALL_END: jsonLength=745 [23:38:25.839] SUITC_JSON_PREVIEW: {"SuitCAnalysis": {"OptimalResults":[ {"Tricks":4,"Percentage":35.5280} ],"Result":3.3553, "OptimumPlays":[ {"OptimumPlayFor": "MAX, N4","Plays":[{"Tricks":4,"Percentage":35.5280},{"Tricks":3,"Percent [23:38:25.839] === FindBestCardAsync: Position=S, CardsPlayed=22 === [23:38:25.839] Finding card to play for S: AKQ.AKQ7.75.Q975 [23:38:25.839] Relative position: Declarer, Contract type: NoTrump [23:38:25.840] Cards in hand mask: 8 [23:38:25.840] Candidate: 9C = 68.8 % [23:38:25.841] Candidate: xH = 18.6 % [23:38:25.841] Candidate: QS = 5.6 % [23:38:25.841] Candidate: QC = 5.3 % [23:38:25.841] Candidate: KS = 1.2 % [23:38:25.841] Candidate: QH = 0.3 % [23:38:25.841] Candidate: AH = 0.2 % [23:38:25.841] Candidate: KH = 0.0 % [23:38:25.841] Selected: C9 (68.8 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:27 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:27 === [23:38:27.349] === FindBestCardAsync: Position=N, CardsPlayed=24 === [23:38:27.349] Contract: 3N, Declarer: S, Dealer: E [23:38:27.349] Auction: P-2N-P-3N-P-P-P [23:38:27.349] Deal: N:... ... ... ... [23:38:27.349] Position N is on declarer's side - score table shifted by 6 declarer tricks won [23:38:27.349] ****************************** [23:38:27.350] FindMatchingDealsWithPlayInternal Input: [23:38:27.350] Position parameter: N [23:38:27.350] Deal from game: N:... ... ... ... [23:38:27.350] Hand for N: T76.T.AKQ9842.T3 [23:38:27.350] Hand for E: (null) [23:38:27.350] Hand for S: AKQ.AKQ7.75.Q975 [23:38:27.350] Hand for W: (null) [23:38:27.350] Cards played: S9, ST, SJ, SA, D5, D6, DQ, D3, DK, H6, D7, DT, DA, S5, C5, DJ, D8, H4, C7, C2, D9, H5, C9, C4 [23:38:27.350] Declarer: S [23:38:27.350] ****************************** [23:38:27.350] [DealFinder] Seed from player N hand: -836602129 [23:38:27.350] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:27.350] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:27.350] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1540MB, gc2=15) [23:38:27.350] [DealFinder] Using cardsPlayedCount=24 for visibility calculation [23:38:27.351] [ExtractPartialDeal] Position=N, Declarer=S, CardsPlayed=24 [23:38:27.351] [ExtractPartialDeal] Visible hands: N, S [23:38:27.351] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:27.351] [ExtractPartialDeal] Extracted hands: [23:38:27.351] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:27.351] E: ... (0 cards) [23:38:27.351] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:27.351] W: ... (0 cards) [23:38:27.351] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:27.351] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:27.351] [ComputePlayedCards] Card 1: S9 played by W [23:38:27.351] [ComputePlayedCards] Card 2: ST played by N [23:38:27.351] [ComputePlayedCards] Card 3: SJ played by E [23:38:27.351] [ComputePlayedCards] Card 4: SA played by S [23:38:27.351] [ComputePlayedCards] Trick complete. Winner: S [23:38:27.351] [ComputePlayedCards] Card 5: D5 played by S [23:38:27.351] [ComputePlayedCards] Card 6: D6 played by W [23:38:27.352] [ComputePlayedCards] Card 7: DQ played by N [23:38:27.352] [ComputePlayedCards] Card 8: D3 played by E [23:38:27.352] [ComputePlayedCards] Trick complete. Winner: N [23:38:27.352] [ComputePlayedCards] Card 9: DK played by N [23:38:27.352] [ComputePlayedCards] Card 10: H6 played by E [23:38:27.352] [ComputePlayedCards] Card 11: D7 played by S [23:38:27.352] [ComputePlayedCards] Card 12: DT played by W [23:38:27.352] [ComputePlayedCards] Trick complete. Winner: N [23:38:27.352] [ComputePlayedCards] Card 13: DA played by N [23:38:27.352] [ComputePlayedCards] Card 14: S5 played by E [23:38:27.352] [ComputePlayedCards] Card 15: C5 played by S [23:38:27.352] [ComputePlayedCards] Card 16: DJ played by W [23:38:27.352] [ComputePlayedCards] Trick complete. Winner: N [23:38:27.352] [ComputePlayedCards] Card 17: D8 played by N [23:38:27.352] [ComputePlayedCards] Card 18: H4 played by E [23:38:27.352] [ComputePlayedCards] Card 19: C7 played by S [23:38:27.352] [ComputePlayedCards] Card 20: C2 played by W [23:38:27.353] [ComputePlayedCards] Trick complete. Winner: N [23:38:27.353] [ComputePlayedCards] Card 21: D9 played by N [23:38:27.353] [ComputePlayedCards] Card 22: H5 played by E [23:38:27.353] [ComputePlayedCards] Card 23: C9 played by S [23:38:27.353] [ComputePlayedCards] Card 24: C4 played by W [23:38:27.353] [ComputePlayedCards] Trick complete. Winner: N [23:38:27.353] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST, DQ, DK, DA, D8, D9 [23:38:27.353] [DealFinder] Added 6 played cards to E (was 0 cards): SJ, D3, H6, S5, H4, H5 [23:38:27.353] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA, D5, D7, C5, C7, C9 [23:38:27.353] [DealFinder] Added 6 played cards to W (was 0 cards): S9, D6, DT, DJ, C2, C4 [23:38:27.353] [DealFinder] Show-out: E void in Diamonds (bidding said [0-13], already held 1) [23:38:27.353] [DealFinder] Show-out: W void in Diamonds (bidding said [0-13], already held 3) [23:38:27.354] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[1-1] C[0-7] (2 iterations) [23:38:27.354] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[3-3] C[0-7] (2 iterations) [23:38:27.354] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-10] [23:38:27.354] [DealFinder] Re-propagated HCP after played-card floor: W HCP[1-10] [23:38:27.354] [DealFinder] Known cards per player: N=13, E=6, S=13, W=6 [23:38:27.354] [DealFinder] Locked players: N, S [23:38:27.354] [DealFinder] Total known cards: 38, Remaining deck: 14, Cards to deal: 14 [23:38:27.354] [DealFinder] Players needing cards: E:7, W:7 [23:38:27.354] Small number of cards remaining. Switching to combinatorial generation (DDS limit=100). [23:38:28.198] [DealFinder] Combinatorial: enumerated 3432, perfect 2615, sending 100 to DDS [23:38:28.198] [Timing] Total: 848ms, Generation: 0ms, Verification: 0ms [23:38:28.198] [Timing] Attempts: 1, PassedSimpleCheck: 0, FailedVerification: 0, Found: 2615 [23:38:28.198] Search complete. Returning 100 deals. [23:38:28.199] Found 100 sample deals for simulation. [23:38:28.199] Valid deals for DDS: 100 / 100 [23:38:28.199] [SAMPLE-VAL] Validating 100 samples, hidden: E,W, contract: NT [23:38:28.216] [SAMPLE-VAL] Opening lead NN validation (S9): 100/100 samples adjusted [23:38:28.217] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:28.217] [SAMPLE-VAL] T2: S=D5 W=D6 N=DQ E=D3 (leader=S) [23:38:28.217] [SAMPLE-VAL] T3: N=DK E=H6 S=D7 W=DT (leader=N) [23:38:28.217] [SAMPLE-VAL] T4: N=DA E=S5 S=C5 W=DJ (leader=N) [23:38:28.217] [SAMPLE-VAL] T5: N=D8 E=H4 S=C7 W=C2 (leader=N) [23:38:28.217] [SAMPLE-VAL] T6: N=D9 E=H5 S=C9 W=C4 (leader=N) [23:38:28.222] [SAMPLE-VAL] Sample 1: weight 0.100 -> 0.019 [E:T1-SJ=95 % T2-D3=100 % T3-H6=93 % T4-S5=2 % T5-H4=88 % T6-H5=76 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=14 % T6-C4=5 %] [23:38:28.226] [SAMPLE-VAL] Sample 2: weight 0.100 -> 0.032 [E:T1-SJ=65 % T2-D3=100 % T3-H6=58 % T4-S5=61 % T5-H4=62 % T6-H5=30 %, W:T2-D6=32 % T3-DT=0 % T4-DJ=100 % T5-C2=82 % T6-C4=57 %] [23:38:28.231] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.028 [E:T1-SJ=85 % T2-D3=100 % T3-H6=73 % T4-S5=22 % T5-H4=68 % T6-H5=52 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=39 % T6-C4=23 %] [23:38:28.235] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.020 [E:T1-SJ=93 % T2-D3=100 % T3-H6=85 % T4-S5=5 % T5-H4=79 % T6-H5=63 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=20 % T6-C4=3 %] [23:38:28.240] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.034 [E:T1-SJ=77 % T2-D3=100 % T3-H6=73 % T4-S5=38 % T5-H4=57 % T6-H5=37 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=89 % T6-C4=77 %] [23:38:28.244] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.023 [E:T1-SJ=52 % T2-D3=100 % T3-H6=20 % T4-S5=83 % T5-H4=13 % T6-H5=4 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=75 % T6-C4=61 %] [23:38:28.249] [SAMPLE-VAL] Sample 7: weight 0.100 -> 0.032 [E:T1-SJ=81 % T2-D3=100 % T3-H6=83 % T4-S5=23 % T5-H4=81 % T6-H5=57 %, W:T2-D6=32 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=52 %] [23:38:28.253] [SAMPLE-VAL] Sample 8: weight 0.100 -> 0.033 [E:T1-SJ=75 % T2-D3=100 % T3-H6=70 % T4-S5=41 % T5-H4=67 % T6-H5=44 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=60 %] [23:38:28.258] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.018 [E:T1-SJ=84 % T2-D3=100 % T3-H6=58 % T4-S5=37 % T5-H4=51 % T6-H5=5 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=20 % T6-C4=5 %] [23:38:28.262] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.032 [E:T1-SJ=67 % T2-D3=100 % T3-H6=55 % T4-S5=45 % T5-H4=51 % T6-H5=35 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=83 % T6-C4=77 %] [23:38:28.266] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.035 [E:T1-SJ=73 % T2-D3=100 % T3-H6=58 % T4-S5=48 % T5-H4=53 % T6-H5=33 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=90 % T6-C4=57 %] [23:38:28.270] [SAMPLE-VAL] Sample 12: weight 0.100 -> 0.022 [E:T1-SJ=60 % T2-D3=100 % T3-H6=39 % T4-S5=73 % T5-H4=24 % T6-H5=7 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=44 % T6-C4=20 %] [23:38:28.274] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.029 [E:T1-SJ=86 % T2-D3=100 % T3-H6=84 % T4-S5=12 % T5-H4=78 % T6-H5=57 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=54 % T6-C4=26 %] [23:38:28.279] [SAMPLE-VAL] Sample 14: weight 0.100 -> 0.028 [E:T1-SJ=90 % T2-D3=100 % T3-H6=78 % T4-S5=10 % T5-H4=68 % T6-H5=49 %, W:T2-D6=52 % T3-DT=0 % T4-DJ=100 % T5-C2=66 % T6-C4=21 %] [23:38:28.283] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.031 [E:T1-SJ=62 % T2-D3=100 % T3-H6=49 % T4-S5=55 % T5-H4=41 % T6-H5=22 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=82 % T6-C4=75 %] [23:38:28.287] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.033 [E:T1-SJ=68 % T2-D3=100 % T3-H6=51 % T4-S5=55 % T5-H4=48 % T6-H5=29 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=93 % T6-C4=85 %] [23:38:28.291] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.034 [E:T1-SJ=82 % T2-D3=100 % T3-H6=65 % T4-S5=34 % T5-H4=61 % T6-H5=37 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=88 % T6-C4=72 %] [23:38:28.296] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.027 [E:T1-SJ=90 % T2-D3=100 % T3-H6=78 % T4-S5=15 % T5-H4=65 % T6-H5=45 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=52 % T6-C4=20 %] [23:38:28.300] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.028 [E:T1-SJ=79 % T2-D3=100 % T3-H6=58 % T4-S5=41 % T5-H4=51 % T6-H5=27 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=52 % T6-C4=28 %] [23:38:28.304] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.023 [E:T1-SJ=73 % T2-D3=100 % T3-H6=33 % T4-S5=70 % T5-H4=34 % T6-H5=5 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=53 % T6-C4=29 %] [23:38:28.308] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.016 [E:T1-SJ=76 % T2-D3=100 % T3-H6=38 % T4-S5=37 % T5-H4=31 % T6-H5=6 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=10 % T6-C4=5 %] [23:38:28.313] [SAMPLE-VAL] Sample 22: weight 0.100 -> 0.034 [E:T1-SJ=72 % T2-D3=100 % T3-H6=68 % T4-S5=29 % T5-H4=69 % T6-H5=56 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=85 % T6-C4=73 %] [23:38:28.317] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.028 [E:T1-SJ=81 % T2-D3=100 % T3-H6=66 % T4-S5=31 % T5-H4=63 % T6-H5=40 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=64 % T6-C4=16 %] [23:38:28.321] [SAMPLE-VAL] Sample 24: weight 0.100 -> 0.023 [E:T1-SJ=73 % T2-D3=100 % T3-H6=46 % T4-S5=58 % T5-H4=39 % T6-H5=6 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=42 % T6-C4=24 %] [23:38:28.326] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.026 [E:T1-SJ=67 % T2-D3=100 % T3-H6=39 % T4-S5=64 % T5-H4=29 % T6-H5=11 %, W:T2-D6=27 % T3-DT=0 % T4-DJ=100 % T5-C2=70 % T6-C4=61 %] [23:38:28.330] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.032 [E:T1-SJ=84 % T2-D3=100 % T3-H6=89 % T4-S5=12 % T5-H4=92 % T6-H5=82 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=33 %] [23:38:28.334] [SAMPLE-VAL] Sample 27: weight 0.100 -> 0.032 [E:T1-SJ=72 % T2-D3=100 % T3-H6=58 % T4-S5=57 % T5-H4=49 % T6-H5=29 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=89 % T6-C4=51 %] [23:38:28.338] [SAMPLE-VAL] Sample 28: weight 0.100 -> 0.031 [E:T1-SJ=75 % T2-D3=100 % T3-H6=66 % T4-S5=40 % T5-H4=58 % T6-H5=41 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=63 % T6-C4=48 %] [23:38:28.345] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.019 [E:T1-SJ=53 % T2-D3=100 % T3-H6=26 % T4-S5=80 % T5-H4=24 % T6-H5=4 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=28 % T6-C4=15 %] [23:38:28.349] [SAMPLE-VAL] Sample 30: weight 0.100 -> 0.028 [E:T1-SJ=91 % T2-D3=100 % T3-H6=80 % T4-S5=10 % T5-H4=69 % T6-H5=47 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=24 %] [23:38:28.354] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.020 [E:T1-SJ=91 % T2-D3=100 % T3-H6=79 % T4-S5=12 % T5-H4=57 % T6-H5=41 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=33 % T6-C4=2 %] [23:38:28.358] [SAMPLE-VAL] Sample 32: weight 0.100 -> 0.021 [E:T1-SJ=88 % T2-D3=100 % T3-H6=76 % T4-S5=14 % T5-H4=62 % T6-H5=43 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=38 % T6-C4=2 %] [23:38:28.362] [SAMPLE-VAL] Sample 33: weight 0.100 -> 0.024 [E:T1-SJ=84 % T2-D3=100 % T3-H6=76 % T4-S5=26 % T5-H4=83 % T6-H5=51 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=27 % T6-C4=6 %] [23:38:28.366] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.033 [E:T1-SJ=84 % T2-D3=100 % T3-H6=73 % T4-S5=20 % T5-H4=68 % T6-H5=53 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=33 %] [23:38:28.371] [SAMPLE-VAL] Sample 35: weight 0.100 -> 0.038 [E:T1-SJ=72 % T2-D3=100 % T3-H6=73 % T4-S5=24 % T5-H4=70 % T6-H5=58 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=98 % T6-C4=97 %] [23:38:28.375] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.034 [E:T1-SJ=73 % T2-D3=100 % T3-H6=80 % T4-S5=29 % T5-H4=77 % T6-H5=58 %, W:T2-D6=30 % T3-DT=0 % T4-DJ=100 % T5-C2=81 % T6-C4=71 %] [23:38:28.379] [SAMPLE-VAL] Sample 37: weight 0.100 -> 0.034 [E:T1-SJ=73 % T2-D3=100 % T3-H6=80 % T4-S5=29 % T5-H4=77 % T6-H5=58 %, W:T2-D6=30 % T3-DT=0 % T4-DJ=100 % T5-C2=81 % T6-C4=71 %] [23:38:28.383] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.016 [E:T1-SJ=88 % T2-D3=100 % T3-H6=44 % T4-S5=15 % T5-H4=31 % T6-H5=5 %, W:T2-D6=48 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=6 %] [23:38:28.387] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.028 [E:T1-SJ=82 % T2-D3=100 % T3-H6=73 % T4-S5=20 % T5-H4=68 % T6-H5=42 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=16 %] [23:38:28.391] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.030 [E:T1-SJ=70 % T2-D3=100 % T3-H6=62 % T4-S5=45 % T5-H4=58 % T6-H5=31 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=34 %] [23:38:28.396] [SAMPLE-VAL] Sample 41: weight 0.100 -> 0.034 [E:T1-SJ=82 % T2-D3=100 % T3-H6=65 % T4-S5=34 % T5-H4=61 % T6-H5=37 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=88 % T6-C4=72 %] [23:38:28.401] [SAMPLE-VAL] Sample 42: weight 0.100 -> 0.029 [E:T1-SJ=74 % T2-D3=100 % T3-H6=84 % T4-S5=22 % T5-H4=82 % T6-H5=64 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=17 %] [23:38:28.407] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.032 [E:T1-SJ=81 % T2-D3=100 % T3-H6=83 % T4-S5=23 % T5-H4=81 % T6-H5=57 %, W:T2-D6=32 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=52 %] [23:38:28.411] [SAMPLE-VAL] Sample 44: weight 0.100 -> 0.028 [E:T1-SJ=90 % T2-D3=100 % T3-H6=85 % T4-S5=17 % T5-H4=76 % T6-H5=50 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=45 % T6-C4=18 %] [23:38:28.416] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.024 [E:T1-SJ=64 % T2-D3=100 % T3-H6=48 % T4-S5=66 % T5-H4=30 % T6-H5=9 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=52 % T6-C4=29 %] [23:38:28.421] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.017 [E:T1-SJ=90 % T2-D3=100 % T3-H6=59 % T4-S5=26 % T5-H4=36 % T6-H5=9 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=13 % T6-C4=4 %] [23:38:28.425] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.032 [E:T1-SJ=75 % T2-D3=100 % T3-H6=72 % T4-S5=39 % T5-H4=58 % T6-H5=39 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=81 % T6-C4=48 %] [23:38:28.430] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.031 [E:T1-SJ=91 % T2-D3=100 % T3-H6=78 % T4-S5=13 % T5-H4=69 % T6-H5=43 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=81 % T6-C4=46 %] [23:38:28.435] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.025 [E:T1-SJ=83 % T2-D3=100 % T3-H6=56 % T4-S5=39 % T5-H4=47 % T6-H5=26 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=32 % T6-C4=18 %] [23:38:28.440] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.017 [E:T1-SJ=85 % T2-D3=100 % T3-H6=48 % T4-S5=26 % T5-H4=44 % T6-H5=13 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=9 % T6-C4=4 %] [23:38:28.444] [SAMPLE-VAL] Sample 51: weight 0.100 -> 0.023 [E:T1-SJ=73 % T2-D3=100 % T3-H6=33 % T4-S5=70 % T5-H4=34 % T6-H5=5 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=53 % T6-C4=29 %] [23:38:28.449] [SAMPLE-VAL] Sample 52: weight 0.100 -> 0.021 [E:T1-SJ=78 % T2-D3=100 % T3-H6=63 % T4-S5=41 % T5-H4=62 % T6-H5=21 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=31 % T6-C4=3 %] [23:38:28.453] [SAMPLE-VAL] Sample 53: weight 0.100 -> 0.035 [E:T1-SJ=82 % T2-D3=100 % T3-H6=65 % T4-S5=33 % T5-H4=62 % T6-H5=40 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=92 % T6-C4=89 %] [23:38:28.457] [SAMPLE-VAL] Sample 54: weight 0.100 -> 0.028 [E:T1-SJ=63 % T2-D3=100 % T3-H6=55 % T4-S5=60 % T5-H4=59 % T6-H5=34 %, W:T2-D6=30 % T3-DT=0 % T4-DJ=100 % T5-C2=50 % T6-C4=32 %] [23:38:28.461] [SAMPLE-VAL] Sample 55: weight 0.100 -> 0.033 [E:T1-SJ=91 % T2-D3=100 % T3-H6=83 % T4-S5=6 % T5-H4=78 % T6-H5=69 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 % T5-C2=88 % T6-C4=72 %] [23:38:28.465] [SAMPLE-VAL] Sample 56: weight 0.100 -> 0.017 [E:T1-SJ=78 % T2-D3=100 % T3-H6=45 % T4-S5=47 % T5-H4=33 % T6-H5=3 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=17 % T6-C4=8 %] [23:38:28.469] [SAMPLE-VAL] Sample 57: weight 0.100 -> 0.028 [E:T1-SJ=83 % T2-D3=100 % T3-H6=81 % T4-S5=23 % T5-H4=78 % T6-H5=59 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=43 % T6-C4=20 %] [23:38:28.473] [SAMPLE-VAL] Sample 58: weight 0.100 -> 0.032 [E:T1-SJ=76 % T2-D3=100 % T3-H6=61 % T4-S5=42 % T5-H4=60 % T6-H5=32 %, W:T2-D6=26 % T3-DT=0 % T4-DJ=100 % T5-C2=81 % T6-C4=74 %] [23:38:28.476] [SAMPLE-VAL] Sample 59: weight 0.100 -> 0.024 [E:T1-SJ=93 % T2-D3=100 % T3-H6=88 % T4-S5=2 % T5-H4=81 % T6-H5=66 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=59 % T6-C4=9 %] [23:38:28.480] [SAMPLE-VAL] Sample 60: weight 0.100 -> 0.036 [E:T1-SJ=80 % T2-D3=100 % T3-H6=85 % T4-S5=25 % T5-H4=85 % T6-H5=71 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=88 % T6-C4=73 %] [23:38:28.484] [SAMPLE-VAL] Sample 61: weight 0.100 -> 0.019 [E:T1-SJ=90 % T2-D3=100 % T3-H6=64 % T4-S5=10 % T5-H4=62 % T6-H5=28 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=5 %] [23:38:28.488] [SAMPLE-VAL] Sample 62: weight 0.100 -> 0.030 [E:T1-SJ=67 % T2-D3=100 % T3-H6=52 % T4-S5=58 % T5-H4=63 % T6-H5=35 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=55 % T6-C4=36 %] [23:38:28.492] [SAMPLE-VAL] Sample 63: weight 0.100 -> 0.019 [E:T1-SJ=88 % T2-D3=100 % T3-H6=63 % T4-S5=31 % T5-H4=35 % T6-H5=11 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=25 % T6-C4=5 %] [23:38:28.496] [SAMPLE-VAL] Sample 64: weight 0.100 -> 0.033 [E:T1-SJ=80 % T2-D3=100 % T3-H6=81 % T4-S5=15 % T5-H4=75 % T6-H5=52 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=82 % T6-C4=76 %] [23:38:28.500] [SAMPLE-VAL] Sample 65: weight 0.100 -> 0.025 [E:T1-SJ=76 % T2-D3=100 % T3-H6=45 % T4-S5=59 % T5-H4=28 % T6-H5=10 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=54 % T6-C4=30 %] [23:38:28.504] [SAMPLE-VAL] Sample 66: weight 0.100 -> 0.033 [E:T1-SJ=57 % T2-D3=100 % T3-H6=70 % T4-S5=34 % T5-H4=63 % T6-H5=45 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=82 % T6-C4=75 %] [23:38:28.509] [SAMPLE-VAL] Sample 67: weight 0.100 -> 0.032 [E:T1-SJ=84 % T2-D3=100 % T3-H6=85 % T4-S5=9 % T5-H4=77 % T6-H5=68 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=89 % T6-C4=54 %] [23:38:28.514] [SAMPLE-VAL] Sample 68: weight 0.100 -> 0.031 [E:T1-SJ=63 % T2-D3=100 % T3-H6=54 % T4-S5=51 % T5-H4=49 % T6-H5=32 %, W:T2-D6=32 % T3-DT=0 % T4-DJ=100 % T5-C2=76 % T6-C4=71 %] [23:38:28.519] [SAMPLE-VAL] Sample 69: weight 0.100 -> 0.022 [E:T1-SJ=79 % T2-D3=100 % T3-H6=52 % T4-S5=58 % T5-H4=29 % T6-H5=8 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=32 % T6-C4=18 %] [23:38:28.523] [SAMPLE-VAL] Sample 70: weight 0.100 -> 0.034 [E:T1-SJ=73 % T2-D3=100 % T3-H6=67 % T4-S5=41 % T5-H4=62 % T6-H5=40 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=89 % T6-C4=76 %] [23:38:28.527] [SAMPLE-VAL] Sample 71: weight 0.100 -> 0.030 [E:T1-SJ=89 % T2-D3=100 % T3-H6=87 % T4-S5=5 % T5-H4=77 % T6-H5=70 %, W:T2-D6=52 % T3-DT=0 % T4-DJ=100 % T5-C2=83 % T6-C4=36 %] [23:38:28.531] [SAMPLE-VAL] Sample 72: weight 0.100 -> 0.026 [E:T1-SJ=80 % T2-D3=100 % T3-H6=59 % T4-S5=40 % T5-H4=70 % T6-H5=27 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 % T5-C2=31 % T6-C4=16 %] [23:38:28.535] [SAMPLE-VAL] Sample 73: weight 0.100 -> 0.034 [E:T1-SJ=83 % T2-D3=100 % T3-H6=76 % T4-S5=19 % T5-H4=75 % T6-H5=60 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=77 % T6-C4=68 %] [23:38:28.539] [SAMPLE-VAL] Sample 74: weight 0.100 -> 0.031 [E:T1-SJ=86 % T2-D3=100 % T3-H6=79 % T4-S5=25 % T5-H4=66 % T6-H5=51 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=36 %] [23:38:28.543] [SAMPLE-VAL] Sample 75: weight 0.100 -> 0.017 [E:T1-SJ=95 % T2-D3=100 % T3-H6=86 % T4-S5=3 % T5-H4=71 % T6-H5=49 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=21 % T6-C4=1 %] [23:38:28.546] [SAMPLE-VAL] Sample 76: weight 0.100 -> 0.025 [E:T1-SJ=68 % T2-D3=100 % T3-H6=43 % T4-S5=63 % T5-H4=34 % T6-H5=7 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=54 % T6-C4=38 %] [23:38:28.550] [SAMPLE-VAL] Sample 77: weight 0.100 -> 0.031 [E:T1-SJ=90 % T2-D3=100 % T3-H6=79 % T4-S5=11 % T5-H4=69 % T6-H5=52 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=81 % T6-C4=48 %] [23:38:28.553] [SAMPLE-VAL] Sample 78: weight 0.100 -> 0.028 [E:T1-SJ=75 % T2-D3=100 % T3-H6=69 % T4-S5=31 % T5-H4=56 % T6-H5=30 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=18 %] [23:38:28.557] [SAMPLE-VAL] Sample 79: weight 0.100 -> 0.031 [E:T1-SJ=71 % T2-D3=100 % T3-H6=59 % T4-S5=39 % T5-H4=54 % T6-H5=29 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=82 % T6-C4=73 %] [23:38:28.560] [SAMPLE-VAL] Sample 80: weight 0.500 -> 0.153 [E:T1-SJ=61 % T2-D3=100 % T3-H6=44 % T4-S5=66 % T5-H4=41 % T6-H5=22 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=78 % T6-C4=70 %] [23:38:28.563] [SAMPLE-VAL] Sample 81: weight 0.100 -> 0.031 [E:T1-SJ=71 % T2-D3=100 % T3-H6=68 % T4-S5=30 % T5-H4=67 % T6-H5=58 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=78 % T6-C4=34 %] [23:38:28.566] [SAMPLE-VAL] Sample 82: weight 0.100 -> 0.033 [E:T1-SJ=85 % T2-D3=100 % T3-H6=71 % T4-S5=20 % T5-H4=68 % T6-H5=50 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=85 % T6-C4=67 %] [23:38:28.570] [SAMPLE-VAL] Sample 83: weight 0.100 -> 0.025 [E:T1-SJ=87 % T2-D3=100 % T3-H6=62 % T4-S5=36 % T5-H4=48 % T6-H5=15 %, W:T2-D6=32 % T3-DT=0 % T4-DJ=100 % T5-C2=58 % T6-C4=16 %] [23:38:28.574] [SAMPLE-VAL] Sample 84: weight 0.100 -> 0.036 [E:T1-SJ=80 % T2-D3=100 % T3-H6=85 % T4-S5=25 % T5-H4=85 % T6-H5=71 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=88 % T6-C4=73 %] [23:38:28.577] [SAMPLE-VAL] Sample 85: weight 0.100 -> 0.025 [E:T1-SJ=76 % T2-D3=100 % T3-H6=45 % T4-S5=59 % T5-H4=28 % T6-H5=10 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=54 % T6-C4=30 %] [23:38:28.581] [SAMPLE-VAL] Sample 86: weight 0.100 -> 0.037 [E:T1-SJ=71 % T2-D3=100 % T3-H6=59 % T4-S5=51 % T5-H4=50 % T6-H5=33 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=94 % T6-C4=89 %] [23:38:28.584] [SAMPLE-VAL] Sample 87: weight 0.100 -> 0.031 [E:T1-SJ=63 % T2-D3=100 % T3-H6=60 % T4-S5=55 % T5-H4=50 % T6-H5=30 %, W:T2-D6=29 % T3-DT=0 % T4-DJ=100 % T5-C2=76 % T6-C4=72 %] [23:38:28.588] [SAMPLE-VAL] Sample 88: weight 0.100 -> 0.031 [E:T1-SJ=81 % T2-D3=100 % T3-H6=86 % T4-S5=18 % T5-H4=82 % T6-H5=58 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=40 %] [23:38:28.591] [SAMPLE-VAL] Sample 89: weight 0.100 -> 0.031 [E:T1-SJ=69 % T2-D3=100 % T3-H6=53 % T4-S5=45 % T5-H4=55 % T6-H5=31 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=75 % T6-C4=40 %] [23:38:28.594] [SAMPLE-VAL] Sample 90: weight 0.100 -> 0.031 [E:T1-SJ=65 % T2-D3=100 % T3-H6=62 % T4-S5=44 % T5-H4=52 % T6-H5=27 %, W:T2-D6=29 % T3-DT=0 % T4-DJ=100 % T5-C2=82 % T6-C4=76 %] [23:38:28.598] [SAMPLE-VAL] Sample 91: weight 0.100 -> 0.029 [E:T1-SJ=79 % T2-D3=100 % T3-H6=73 % T4-S5=22 % T5-H4=70 % T6-H5=53 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=16 %] [23:38:28.601] [SAMPLE-VAL] Sample 92: weight 0.100 -> 0.029 [E:T1-SJ=90 % T2-D3=100 % T3-H6=78 % T4-S5=16 % T5-H4=71 % T6-H5=51 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=55 % T6-C4=22 %] [23:38:28.604] [SAMPLE-VAL] Sample 93: weight 0.100 -> 0.018 [E:T1-SJ=94 % T2-D3=100 % T3-H6=72 % T4-S5=9 % T5-H4=57 % T6-H5=26 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=17 % T6-C4=2 %] [23:38:28.608] [SAMPLE-VAL] Sample 94: weight 0.100 -> 0.022 [E:T1-SJ=93 % T2-D3=100 % T3-H6=93 % T4-S5=1 % T5-H4=88 % T6-H5=80 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=56 % T6-C4=8 %] [23:38:28.611] [SAMPLE-VAL] Sample 95: weight 0.100 -> 0.037 [E:T1-SJ=74 % T2-D3=100 % T3-H6=53 % T4-S5=48 % T5-H4=54 % T6-H5=33 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=94 % T6-C4=85 %] [23:38:28.614] [SAMPLE-VAL] Sample 96: weight 0.100 -> 0.019 [E:T1-SJ=94 % T2-D3=100 % T3-H6=81 % T4-S5=4 % T5-H4=73 % T6-H5=51 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=18 % T6-C4=3 %] [23:38:28.618] [SAMPLE-VAL] Sample 97: weight 0.100 -> 0.035 [E:T1-SJ=83 % T2-D3=100 % T3-H6=85 % T4-S5=9 % T5-H4=81 % T6-H5=71 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=95 % T6-C4=94 %] [23:38:28.621] [SAMPLE-VAL] Sample 98: weight 0.100 -> 0.023 [E:T1-SJ=89 % T2-D3=100 % T3-H6=77 % T4-S5=18 % T5-H4=66 % T6-H5=45 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=31 % T6-C4=6 %] [23:38:28.624] [SAMPLE-VAL] Sample 99: weight 0.100 -> 0.025 [E:T1-SJ=67 % T2-D3=100 % T3-H6=47 % T4-S5=58 % T5-H4=38 % T6-H5=13 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=52 % T6-C4=28 %] [23:38:28.627] [SAMPLE-VAL] Sample 100: weight 0.100 -> 0.034 [E:T1-SJ=68 % T2-D3=100 % T3-H6=79 % T4-S5=26 % T5-H4=78 % T6-H5=62 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=83 % T6-C4=66 %] [23:38:28.628] [SAMPLE-VAL] Done. Weight range: 0.016-0.153 [23:38:28.628] [SAMPLE-VAL] Top sample 80 (w=0.153): E:J5432.86543.3.KJ W:98.J92.JT6.A8642 [E:T1-SJ=61 % T2-D3=100 % T3-H6=44 % T4-S5=66 % T5-H4=41 % T6-H5=22 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=78 % T6-C4=70 %] [23:38:28.628] [SAMPLE-VAL] Top sample 35 (w=0.038): E:J8542.865432.3.8 W:93.J9.JT6.AKJ642 [E:T1-SJ=72 % T2-D3=100 % T3-H6=73 % T4-S5=24 % T5-H4=70 % T6-H5=58 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=98 % T6-C4=97 %] [23:38:28.628] [SAMPLE-VAL] Top sample 95 (w=0.037): E:J8532.86543.3.J8 W:94.J92.JT6.AK642 [E:T1-SJ=74 % T2-D3=100 % T3-H6=53 % T4-S5=48 % T5-H4=54 % T6-H5=33 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=94 % T6-C4=85 %] [23:38:28.628] [SAMPLE-VAL] Top sample 86 (w=0.037): E:J8543.86543.3.A8 W:92.J92.JT6.KJ642 [E:T1-SJ=71 % T2-D3=100 % T3-H6=59 % T4-S5=51 % T5-H4=50 % T6-H5=33 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=94 % T6-C4=89 %] [23:38:28.628] [SAMPLE-VAL] Top sample 60 (w=0.036): E:J542.65432.3.AJ8 W:983.J98.JT6.K642 [E:T1-SJ=80 % T2-D3=100 % T3-H6=85 % T4-S5=25 % T5-H4=85 % T6-H5=71 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=88 % T6-C4=73 %] [23:38:28.629] After sample validation: 100 deals remaining [23:38:28.629] [PLAY-INFER] No inference observations detected [23:38:28.629] Using weighted samples: 100/100 have non-uniform weights (range 0.016-0.153) [23:38:28.629] Sample deals (100 total, showing first 20, by weight): [23:38:28.629] [1] (w=0.153) E:J5432.86543.3.KJ AKQ.AKQ7.75.Q975 98.J92.JT6.A8642 T76.T.AKQ9842.T3 [23:38:28.629] [2] (w=0.038) E:J8542.865432.3.8 AKQ.AKQ7.75.Q975 93.J9.JT6.AKJ642 T76.T.AKQ9842.T3 [23:38:28.629] [3] (w=0.037) E:J8532.86543.3.J8 AKQ.AKQ7.75.Q975 94.J92.JT6.AK642 T76.T.AKQ9842.T3 [23:38:28.629] [4] (w=0.037) E:J8543.86543.3.A8 AKQ.AKQ7.75.Q975 92.J92.JT6.KJ642 T76.T.AKQ9842.T3 [23:38:28.629] [5] (w=0.036) E:J542.65432.3.AJ8 AKQ.AKQ7.75.Q975 983.J98.JT6.K642 T76.T.AKQ9842.T3 [23:38:28.629] [6] (w=0.036) E:J543.65432.3.AJ8 AKQ.AKQ7.75.Q975 982.J98.JT6.K642 T76.T.AKQ9842.T3 [23:38:28.630] [7] (w=0.035) E:J8542.86543.3.86 AKQ.AKQ7.75.Q975 93.J92.JT6.AKJ42 T76.T.AKQ9842.T3 [23:38:28.630] [8] (w=0.035) E:J854.9865432.3.8 AKQ.AKQ7.75.Q975 932.J.JT6.AKJ642 T76.T.AKQ9842.T3 [23:38:28.630] [9] (w=0.035) E:J543.986542.3.K8 AKQ.AKQ7.75.Q975 982.J3.JT6.AJ642 T76.T.AKQ9842.T3 [23:38:28.630] [10] (w=0.034) E:J8542.J965432.3. AKQ.AKQ7.75.Q975 93.8.JT6.AKJ8642 T76.T.AKQ9842.T3 [23:38:28.630] [11] (w=0.034) E:J542.96542.3.AJ8 AKQ.AKQ7.75.Q975 983.J83.JT6.K642 T76.T.AKQ9842.T3 [23:38:28.630] [12] (w=0.034) E:J542.86542.3.KJ8 AKQ.AKQ7.75.Q975 983.J93.JT6.A642 T76.T.AKQ9842.T3 [23:38:28.630] [13] (w=0.034) E:J542.86543.3.KJ8 AKQ.AKQ7.75.Q975 983.J92.JT6.A642 T76.T.AKQ9842.T3 [23:38:28.630] [14] (w=0.034) E:J8542.J65432.3.K AKQ.AKQ7.75.Q975 93.98.JT6.AJ8642 T76.T.AKQ9842.T3 [23:38:28.630] [15] (w=0.034) E:J8543.J65432.3.K AKQ.AKQ7.75.Q975 92.98.JT6.AJ8642 T76.T.AKQ9842.T3 [23:38:28.630] [16] (w=0.034) E:J8542.865432.3.K AKQ.AKQ7.75.Q975 93.J9.JT6.AJ8642 T76.T.AKQ9842.T3 [23:38:28.631] [17] (w=0.034) E:J532.9865432.3.K AKQ.AKQ7.75.Q975 984.J.JT6.AJ8642 T76.T.AKQ9842.T3 [23:38:28.631] [18] (w=0.034) E:J532.J6543.3.AJ8 AKQ.AKQ7.75.Q975 984.982.JT6.K642 T76.T.AKQ9842.T3 [23:38:28.631] [19] (w=0.033) E:J542.96542.3.AKJ AKQ.AKQ7.75.Q975 983.J83.JT6.8642 T76.T.AKQ9842.T3 [23:38:28.631] [20] (w=0.033) E:J854.86543.3.KJ8 AKQ.AKQ7.75.Q975 932.J92.JT6.A642 T76.T.AKQ9842.T3 [23:38:28.631] ... and 80 more [23:38:28.701] [DDS] WARNING: All samples produced identical results - hands may be fully known (no sampling variance) [23:38:28.701] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:28.702] D4: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:28.702] S7: [690, 690, 690, 690, 690, 690, 690, 660, 690, 660, 690, 690, 690, 690, 690, 690, 660, 690, 690, 690, 660, 660, 690, 690, 660, 660, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 660, 660, 690, 690, 690, 690, 690, 660, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 660, 690, 690, 690, 690, 690, 660, 690, 660, 660, 660, 660, 660, 660, 690, 690, 660, 660, 660, 660, 690, 690, 690, 690, 660, 690, 690, 660, 660, 690, 660, 690, 660, 690, 660, 660] [23:38:28.702] HT: [690, 690, 690, 690, 690, 690, 690, 660, 690, 660, 690, 690, 690, 690, 690, 690, 660, 690, 690, 690, 660, 660, 690, 690, 660, 660, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 660, 660, 690, 690, 690, 690, 690, 660, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 660, 690, 690, 690, 690, 690, 660, 690, 660, 660, 660, 660, 660, 660, 690, 690, 660, 660, 660, 660, 690, 690, 690, 690, 660, 690, 690, 660, 660, 690, 660, 690, 660, 690, 660, 660] [23:38:28.702] C3: [630, 600, 630, 630, 630, 630, 630, 600, 630, -100, 630, 630, 630, 600, 600, 600, 600, 630, 630, 630, 600, 630, 660, 630, -100, 630, 690, 630, 630, 630, 630, 630, 660, 600, 600, 600, 630, 630, 630, 630, 630, 630, 630, 600, 600, 600, 630, 630, 600, 630, 630, 600, 630, 630, 630, 660, 630, 660, 630, 630, 630, 600, 630, 600, 660, 630, 630, 630, 630, 630, 630, 630, 630, 600, 630, 600, 630, 630, 600, 600, 600, 630, 630, 600, 600, 600, 600, 600, -100, 600, 600, 630, 600, 600, 600, 600, -100, 600, -100, -100] [23:38:28.702] CT: [630, 600, 630, 630, 630, 630, 630, 600, 630, -100, 630, 630, 630, 600, 600, 600, 600, 630, 630, 630, 600, 630, 660, 630, -100, 630, 690, 630, 630, 630, 630, 630, 660, 600, 600, 600, 630, 630, 630, 630, 630, 630, 630, 600, 600, 600, 630, 630, 600, 630, 630, 600, 630, 630, 630, 660, 630, 660, 630, 630, 630, 600, 630, 600, 660, 630, 630, 630, 630, 630, 630, 630, 630, 600, 630, 600, 630, 630, 600, 600, 600, 630, 630, 600, 600, 600, 600, 600, -100, 600, 600, 630, 600, 600, 600, 600, -100, 600, -100, -100] [23:38:28.702] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:28.702] D4: [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7] [23:38:28.702] S7: [6, 6, 6, 6, 6, 6, 6, 5, 6, 5, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 5, 5, 6, 6, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 5, 6, 5, 5, 5, 5, 5, 5, 6, 6, 5, 5, 5, 5, 6, 6, 6, 6, 5, 6, 6, 5, 5, 6, 5, 6, 5, 6, 5, 5] [23:38:28.702] HT: [6, 6, 6, 6, 6, 6, 6, 5, 6, 5, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 5, 5, 6, 6, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 5, 6, 5, 5, 5, 5, 5, 5, 6, 6, 5, 5, 5, 5, 6, 6, 6, 6, 5, 6, 6, 5, 5, 6, 5, 6, 5, 6, 5, 5] [23:38:28.702] C3: [4, 3, 4, 4, 4, 4, 4, 3, 4, 2, 4, 4, 4, 3, 3, 3, 3, 4, 4, 4, 3, 4, 5, 4, 2, 4, 6, 4, 4, 4, 4, 4, 5, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 4, 4, 3, 4, 4, 3, 4, 4, 4, 5, 4, 5, 4, 4, 4, 3, 4, 3, 5, 4, 4, 4, 4, 4, 4, 4, 4, 3, 4, 3, 4, 4, 3, 3, 3, 4, 4, 3, 3, 3, 3, 3, 2, 3, 3, 4, 3, 3, 3, 3, 2, 3, 2, 2] [23:38:28.702] CT: [4, 3, 4, 4, 4, 4, 4, 3, 4, 2, 4, 4, 4, 3, 3, 3, 3, 4, 4, 4, 3, 4, 5, 4, 2, 4, 6, 4, 4, 4, 4, 4, 5, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 4, 4, 3, 4, 4, 3, 4, 4, 4, 5, 4, 5, 4, 4, 4, 3, 4, 3, 5, 4, 4, 4, 4, 4, 4, 4, 4, 3, 4, 3, 4, 4, 3, 3, 3, 4, 4, 3, 3, 3, 3, 3, 2, 3, 3, 4, 3, 3, 3, 3, 2, 3, 2, 2] [23:38:28.703] --- IMP Calculation Output (card -> average IMP) --- [23:38:28.703] D4: 2.32 [23:38:28.703] S7: 0.96 [23:38:28.703] HT: 0.96 [23:38:28.703] C3: -2.12 [23:38:28.703] CT: -2.12 [23:38:28.703] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:28.703] D4: 1.000 [23:38:28.703] S7: 0.240 [23:38:28.703] HT: 0.240 [23:38:28.703] C3: -0.740 [23:38:28.704] CT: -0.740 [23:38:28.704] === DDS DETAILED ANALYSIS === [23:38:28.704] Cards analyzed: 5, Samples per card: 100 [23:38:28.704] [23:38:28.704] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:28.704] ----- ------ --------- ------- ----------- -------------------------------- [23:38:28.704] D4 2.32 7.00 100 % 1 [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7...] [23:38:28.704] S7 0.96 5.71 100 % 2 [6, 6, 6, 6, 6, 6, 6, 5, 6, 5, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6...] [23:38:28.704] HT 0.96 5.71 100 % 2 [6, 6, 6, 6, 6, 6, 6, 5, 6, 5, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6...] [23:38:28.704] C3 -2.12 3.61 95 % 5 [4, 3, 4, 4, 4, 4, 4, 3, 4, 2, 4, 4, 4, 3, 3, 3, 3, 4, 4, 4...] [23:38:28.704] CT -2.12 3.61 95 % 5 [4, 3, 4, 4, 4, 4, 4, 3, 4, 2, 4, 4, 4, 3, 3, 3, 3, 4, 4, 4...] [23:38:28.704] [23:38:28.704] Selected: D4 (IMPs=2.32, avgTricks=7.00) [23:38:28.704] =================== [23:38:28.705] Selected: D4 (MP 1.000, 2.32 IMPs, 7.00 tricks) [23:38:28.705] [CLAIM] best line wins all 7 remaining tricks in every sample [23:38:28.705] [stage-timing] ok sample=849ms validate=0ms nn=429ms signal=0ms simgames=8ms dds=65ms total=1355ms samples=100 cards=24 [23:38:28.706] === FindBestCardAsync: Position=N, CardsPlayed=24 === [23:38:28.706] Finding card to play for N: T76.T.AKQ9842.T3 [23:38:28.706] Relative position: Dummy, Contract type: NoTrump [23:38:28.706] Cards in hand mask: 5 [23:38:28.707] Candidate: TH = 92.2 % [23:38:28.707] Candidate: xS = 5.6 % [23:38:28.707] Candidate: xD = 1.2 % [23:38:28.707] Candidate: xC = 1.0 % [23:38:28.707] Candidate: TC = 0.1 % [23:38:28.707] Selected: HT (92.2 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:30 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:30 === [23:38:30.253] === FindBestCardAsync: Position=S, CardsPlayed=26 === [23:38:30.253] Contract: 3N, Declarer: S, Dealer: E [23:38:30.253] Auction: P-2N-P-3N-P-P-P [23:38:30.253] Deal: N:... ... ... ... [23:38:30.253] Position S is on declarer's side - score table shifted by 6 declarer tricks won [23:38:30.254] ****************************** [23:38:30.254] FindMatchingDealsWithPlayInternal Input: [23:38:30.254] Position parameter: S [23:38:30.254] Deal from game: N:... ... ... ... [23:38:30.254] Hand for N: T76.T.AKQ9842.T3 [23:38:30.254] Hand for E: (null) [23:38:30.254] Hand for S: AKQ.AKQ7.75.Q975 [23:38:30.254] Hand for W: (null) [23:38:30.254] Cards played: S9, ST, SJ, SA, D5, D6, DQ, D3, DK, H6, D7, DT, DA, S5, C5, DJ, D8, H4, C7, C2, D9, H5, C9, C4, D4, C6 [23:38:30.254] Declarer: S [23:38:30.254] ****************************** [23:38:30.254] [DealFinder] Seed from player S hand: -2001559935 [23:38:30.255] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:30.255] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:30.255] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1533MB, gc2=15) [23:38:30.255] [DealFinder] Using cardsPlayedCount=26 for visibility calculation [23:38:30.255] [ExtractPartialDeal] Position=S, Declarer=S, CardsPlayed=26 [23:38:30.255] [ExtractPartialDeal] Visible hands: S, N [23:38:30.255] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:30.255] [ExtractPartialDeal] Extracted hands: [23:38:30.255] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:30.255] E: ... (0 cards) [23:38:30.255] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:30.255] W: ... (0 cards) [23:38:30.255] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:30.255] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:30.256] [ComputePlayedCards] Card 1: S9 played by W [23:38:30.256] [ComputePlayedCards] Card 2: ST played by N [23:38:30.256] [ComputePlayedCards] Card 3: SJ played by E [23:38:30.256] [ComputePlayedCards] Card 4: SA played by S [23:38:30.256] [ComputePlayedCards] Trick complete. Winner: S [23:38:30.256] [ComputePlayedCards] Card 5: D5 played by S [23:38:30.256] [ComputePlayedCards] Card 6: D6 played by W [23:38:30.256] [ComputePlayedCards] Card 7: DQ played by N [23:38:30.256] [ComputePlayedCards] Card 8: D3 played by E [23:38:30.256] [ComputePlayedCards] Trick complete. Winner: N [23:38:30.256] [ComputePlayedCards] Card 9: DK played by N [23:38:30.256] [ComputePlayedCards] Card 10: H6 played by E [23:38:30.256] [ComputePlayedCards] Card 11: D7 played by S [23:38:30.256] [ComputePlayedCards] Card 12: DT played by W [23:38:30.257] [ComputePlayedCards] Trick complete. Winner: N [23:38:30.257] [ComputePlayedCards] Card 13: DA played by N [23:38:30.257] [ComputePlayedCards] Card 14: S5 played by E [23:38:30.257] [ComputePlayedCards] Card 15: C5 played by S [23:38:30.257] [ComputePlayedCards] Card 16: DJ played by W [23:38:30.257] [ComputePlayedCards] Trick complete. Winner: N [23:38:30.257] [ComputePlayedCards] Card 17: D8 played by N [23:38:30.257] [ComputePlayedCards] Card 18: H4 played by E [23:38:30.257] [ComputePlayedCards] Card 19: C7 played by S [23:38:30.257] [ComputePlayedCards] Card 20: C2 played by W [23:38:30.257] [ComputePlayedCards] Trick complete. Winner: N [23:38:30.257] [ComputePlayedCards] Card 21: D9 played by N [23:38:30.257] [ComputePlayedCards] Card 22: H5 played by E [23:38:30.257] [ComputePlayedCards] Card 23: C9 played by S [23:38:30.257] [ComputePlayedCards] Card 24: C4 played by W [23:38:30.258] [ComputePlayedCards] Trick complete. Winner: N [23:38:30.258] [ComputePlayedCards] Card 25: D4 played by N [23:38:30.258] [ComputePlayedCards] Card 26: C6 played by E [23:38:30.258] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST, DQ, DK, DA, D8, D9, D4 [23:38:30.258] [DealFinder] Added 7 played cards to E (was 0 cards): SJ, D3, H6, S5, H4, H5, C6 [23:38:30.258] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA, D5, D7, C5, C7, C9 [23:38:30.258] [DealFinder] Added 6 played cards to W (was 0 cards): S9, D6, DT, DJ, C2, C4 [23:38:30.258] [DealFinder] Show-out: E void in Diamonds (bidding said [0-13], already held 1) [23:38:30.258] [DealFinder] Show-out: W void in Diamonds (bidding said [0-13], already held 3) [23:38:30.258] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[1-1] C[0-7] (2 iterations) [23:38:30.259] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[3-3] C[0-7] (2 iterations) [23:38:30.259] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-10] [23:38:30.259] [DealFinder] Re-propagated HCP after played-card floor: W HCP[1-10] [23:38:30.259] [DealFinder] Known cards per player: N=13, E=7, S=13, W=6 [23:38:30.259] [DealFinder] Locked players: N, S [23:38:30.259] [DealFinder] Total known cards: 39, Remaining deck: 13, Cards to deal: 13 [23:38:30.259] [DealFinder] Players needing cards: E:6, W:7 [23:38:30.259] Small number of cards remaining. Switching to combinatorial generation (DDS limit=100). [23:38:30.616] [DealFinder] Combinatorial: enumerated 1716, perfect 1471, sending 100 to DDS [23:38:30.616] [Timing] Total: 362ms, Generation: 0ms, Verification: 0ms [23:38:30.617] [Timing] Attempts: 1, PassedSimpleCheck: 0, FailedVerification: 0, Found: 1471 [23:38:30.617] Search complete. Returning 100 deals. [23:38:30.617] Found 100 sample deals for simulation. [23:38:30.617] Valid deals for DDS: 100 / 100 [23:38:30.617] [SAMPLE-VAL] Validating 100 samples, hidden: E,W, contract: NT [23:38:30.632] [SAMPLE-VAL] Opening lead NN validation (S9): 100/100 samples adjusted [23:38:30.633] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:30.633] [SAMPLE-VAL] T2: S=D5 W=D6 N=DQ E=D3 (leader=S) [23:38:30.633] [SAMPLE-VAL] T3: N=DK E=H6 S=D7 W=DT (leader=N) [23:38:30.633] [SAMPLE-VAL] T4: N=DA E=S5 S=C5 W=DJ (leader=N) [23:38:30.633] [SAMPLE-VAL] T5: N=D8 E=H4 S=C7 W=C2 (leader=N) [23:38:30.633] [SAMPLE-VAL] T6: N=D9 E=H5 S=C9 W=C4 (leader=N) [23:38:30.633] [SAMPLE-VAL] T7: N=D4 E=C6 (leader=N) (partial) [23:38:30.637] [SAMPLE-VAL] Sample 1: weight 0.100 -> 0.027 [E:T1-SJ=67 % T2-D3=100 % T3-H6=52 % T4-S5=58 % T5-H4=63 % T6-H5=35 % T7-C6=14 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=55 % T6-C4=36 %] [23:38:30.641] [SAMPLE-VAL] Sample 2: weight 0.100 -> 0.023 [E:T1-SJ=95 % T2-D3=100 % T3-H6=86 % T4-S5=2 % T5-H4=72 % T6-H5=48 % T7-C6=22 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=62 % T6-C4=17 %] [23:38:30.645] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.022 [E:T1-SJ=52 % T2-D3=100 % T3-H6=44 % T4-S5=70 % T5-H4=36 % T6-H5=21 % T7-C6=5 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=63 % T6-C4=19 %] [23:38:30.649] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.026 [E:T1-SJ=91 % T2-D3=100 % T3-H6=80 % T4-S5=10 % T5-H4=69 % T6-H5=47 % T7-C6=16 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=24 %] [23:38:30.652] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.018 [E:T1-SJ=80 % T2-D3=100 % T3-H6=43 % T4-S5=50 % T5-H4=37 % T6-H5=4 % T7-C6=17 %, W:T2-D6=51 % T3-DT=0 % T4-DJ=100 % T5-C2=20 % T6-C4=10 %] [23:38:30.656] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.030 [E:T1-SJ=85 % T2-D3=100 % T3-H6=81 % T4-S5=23 % T5-H4=76 % T6-H5=55 % T7-C6=23 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=77 % T6-C4=47 %] [23:38:30.660] [SAMPLE-VAL] Sample 7: weight 0.100 -> 0.029 [E:T1-SJ=86 % T2-D3=100 % T3-H6=79 % T4-S5=25 % T5-H4=66 % T6-H5=51 % T7-C6=22 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=36 %] [23:38:30.664] [SAMPLE-VAL] Sample 8: weight 0.100 -> 0.021 [E:T1-SJ=66 % T2-D3=100 % T3-H6=41 % T4-S5=68 % T5-H4=22 % T6-H5=9 % T7-C6=16 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=61 % T6-C4=14 %] [23:38:30.668] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.022 [E:T1-SJ=88 % T2-D3=100 % T3-H6=61 % T4-S5=31 % T5-H4=46 % T6-H5=22 % T7-C6=51 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=29 % T6-C4=6 %] [23:38:30.671] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.027 [E:T1-SJ=81 % T2-D3=100 % T3-H6=61 % T4-S5=39 % T5-H4=59 % T6-H5=35 % T7-C6=13 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=72 % T6-C4=33 %] [23:38:30.675] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.029 [E:T1-SJ=71 % T2-D3=100 % T3-H6=70 % T4-S5=37 % T5-H4=69 % T6-H5=55 % T7-C6=13 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=35 %] [23:38:30.679] [SAMPLE-VAL] Sample 12: weight 0.100 -> 0.027 [E:T1-SJ=89 % T2-D3=100 % T3-H6=90 % T4-S5=11 % T5-H4=91 % T6-H5=73 % T7-C6=18 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=57 % T6-C4=29 %] [23:38:30.682] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.029 [E:T1-SJ=81 % T2-D3=100 % T3-H6=69 % T4-S5=29 % T5-H4=62 % T6-H5=43 % T7-C6=11 %, W:T2-D6=48 % T3-DT=0 % T4-DJ=100 % T5-C2=75 % T6-C4=40 %] [23:38:30.686] [SAMPLE-VAL] Sample 14: weight 0.100 -> 0.028 [E:T1-SJ=62 % T2-D3=100 % T3-H6=65 % T4-S5=48 % T5-H4=72 % T6-H5=44 % T7-C6=3 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=92 % T6-C4=56 %] [23:38:30.690] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.027 [E:T1-SJ=80 % T2-D3=100 % T3-H6=66 % T4-S5=41 % T5-H4=63 % T6-H5=34 % T7-C6=11 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=72 % T6-C4=37 %] [23:38:30.694] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.026 [E:T1-SJ=59 % T2-D3=100 % T3-H6=71 % T4-S5=44 % T5-H4=65 % T6-H5=40 % T7-C6=10 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=34 %] [23:38:30.697] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.019 [E:T1-SJ=95 % T2-D3=100 % T3-H6=83 % T4-S5=5 % T5-H4=76 % T6-H5=50 % T7-C6=22 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=5 %] [23:38:30.701] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.020 [E:T1-SJ=70 % T2-D3=100 % T3-H6=38 % T4-S5=66 % T5-H4=35 % T6-H5=7 % T7-C6=17 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=31 % T6-C4=16 %] [23:38:30.705] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.020 [E:T1-SJ=84 % T2-D3=100 % T3-H6=73 % T4-S5=26 % T5-H4=74 % T6-H5=37 % T7-C6=23 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=28 % T6-C4=2 %] [23:38:30.709] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.026 [E:T1-SJ=91 % T2-D3=100 % T3-H6=81 % T4-S5=9 % T5-H4=65 % T6-H5=52 % T7-C6=22 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=70 % T6-C4=22 %] [23:38:30.712] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.027 [E:T1-SJ=81 % T2-D3=100 % T3-H6=61 % T4-S5=39 % T5-H4=59 % T6-H5=35 % T7-C6=13 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=72 % T6-C4=33 %] [23:38:30.716] [SAMPLE-VAL] Sample 22: weight 0.100 -> 0.028 [E:T1-SJ=76 % T2-D3=100 % T3-H6=65 % T4-S5=40 % T5-H4=60 % T6-H5=40 % T7-C6=11 %, W:T2-D6=48 % T3-DT=0 % T4-DJ=100 % T5-C2=76 % T6-C4=36 %] [23:38:30.720] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.025 [E:T1-SJ=69 % T2-D3=100 % T3-H6=73 % T4-S5=42 % T5-H4=75 % T6-H5=62 % T7-C6=6 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=65 % T6-C4=16 %] [23:38:30.724] [SAMPLE-VAL] Sample 24: weight 0.100 -> 0.019 [E:T1-SJ=74 % T2-D3=100 % T3-H6=47 % T4-S5=58 % T5-H4=37 % T6-H5=3 % T7-C6=38 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=26 % T6-C4=7 %] [23:38:30.728] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.024 [E:T1-SJ=83 % T2-D3=100 % T3-H6=56 % T4-S5=39 % T5-H4=47 % T6-H5=26 % T7-C6=29 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=32 % T6-C4=18 %] [23:38:30.731] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.018 [E:T1-SJ=85 % T2-D3=100 % T3-H6=52 % T4-S5=34 % T5-H4=49 % T6-H5=6 % T7-C6=18 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=16 % T6-C4=8 %] [23:38:30.735] [SAMPLE-VAL] Sample 27: weight 0.100 -> 0.027 [E:T1-SJ=89 % T2-D3=100 % T3-H6=90 % T4-S5=11 % T5-H4=91 % T6-H5=73 % T7-C6=18 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=57 % T6-C4=29 %] [23:38:30.739] [SAMPLE-VAL] Sample 28: weight 0.500 -> 0.086 [E:T1-SJ=45 % T2-D3=100 % T3-H6=22 % T4-S5=84 % T5-H4=18 % T6-H5=4 % T7-C6=13 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=31 % T6-C4=14 %] [23:38:30.743] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.024 [E:T1-SJ=64 % T2-D3=100 % T3-H6=53 % T4-S5=59 % T5-H4=49 % T6-H5=32 % T7-C6=9 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=67 % T6-C4=14 %] [23:38:30.746] [SAMPLE-VAL] Sample 30: weight 0.100 -> 0.025 [E:T1-SJ=76 % T2-D3=100 % T3-H6=50 % T4-S5=52 % T5-H4=40 % T6-H5=14 % T7-C6=11 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 % T5-C2=65 % T6-C4=27 %] [23:38:30.750] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.023 [E:T1-SJ=87 % T2-D3=100 % T3-H6=89 % T4-S5=5 % T5-H4=86 % T6-H5=75 % T7-C6=13 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=61 % T6-C4=10 %] [23:38:30.754] [SAMPLE-VAL] Sample 32: weight 0.100 -> 0.025 [E:T1-SJ=67 % T2-D3=100 % T3-H6=47 % T4-S5=58 % T5-H4=38 % T6-H5=13 % T7-C6=33 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=52 % T6-C4=28 %] [23:38:30.757] [SAMPLE-VAL] Sample 33: weight 0.100 -> 0.026 [E:T1-SJ=78 % T2-D3=100 % T3-H6=58 % T4-S5=40 % T5-H4=53 % T6-H5=24 % T7-C6=42 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=49 % T6-C4=22 %] [23:38:30.761] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.025 [E:T1-SJ=60 % T2-D3=100 % T3-H6=53 % T4-S5=51 % T5-H4=39 % T6-H5=15 % T7-C6=12 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=39 %] [23:38:30.765] [SAMPLE-VAL] Sample 35: weight 0.100 -> 0.028 [E:T1-SJ=85 % T2-D3=100 % T3-H6=88 % T4-S5=12 % T5-H4=90 % T6-H5=80 % T7-C6=10 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=34 %] [23:38:30.768] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.023 [E:T1-SJ=95 % T2-D3=100 % T3-H6=94 % T4-S5=3 % T5-H4=92 % T6-H5=82 % T7-C6=18 %, W:T2-D6=32 % T3-DT=0 % T4-DJ=100 % T5-C2=52 % T6-C4=19 %] [23:38:30.772] [SAMPLE-VAL] Sample 37: weight 0.100 -> 0.028 [E:T1-SJ=87 % T2-D3=100 % T3-H6=78 % T4-S5=24 % T5-H4=75 % T6-H5=50 % T7-C6=17 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=34 %] [23:38:30.776] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.022 [E:T1-SJ=95 % T2-D3=100 % T3-H6=82 % T4-S5=3 % T5-H4=72 % T6-H5=54 % T7-C6=17 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=54 % T6-C4=12 %] [23:38:30.780] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.019 [E:T1-SJ=88 % T2-D3=100 % T3-H6=76 % T4-S5=14 % T5-H4=62 % T6-H5=43 % T7-C6=20 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=38 % T6-C4=2 %] [23:38:30.784] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.019 [E:T1-SJ=91 % T2-D3=100 % T3-H6=90 % T4-S5=7 % T5-H4=85 % T6-H5=72 % T7-C6=16 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=32 % T6-C4=2 %] [23:38:30.787] [SAMPLE-VAL] Sample 41: weight 0.100 -> 0.020 [E:T1-SJ=56 % T2-D3=100 % T3-H6=33 % T4-S5=81 % T5-H4=14 % T6-H5=4 % T7-C6=5 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=83 % T6-C4=35 %] [23:38:30.791] [SAMPLE-VAL] Sample 42: weight 0.500 -> 0.113 [E:T1-SJ=64 % T2-D3=100 % T3-H6=61 % T4-S5=57 % T5-H4=68 % T6-H5=46 % T7-C6=3 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=60 % T6-C4=14 %] [23:38:30.795] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.028 [E:T1-SJ=85 % T2-D3=100 % T3-H6=84 % T4-S5=9 % T5-H4=78 % T6-H5=69 % T7-C6=21 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=39 %] [23:38:30.799] [SAMPLE-VAL] Sample 44: weight 0.100 -> 0.016 [E:T1-SJ=90 % T2-D3=100 % T3-H6=59 % T4-S5=26 % T5-H4=36 % T6-H5=9 % T7-C6=19 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=13 % T6-C4=4 %] [23:38:30.803] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.024 [E:T1-SJ=66 % T2-D3=100 % T3-H6=56 % T4-S5=63 % T5-H4=53 % T6-H5=29 % T7-C6=11 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=64 % T6-C4=14 %] [23:38:30.806] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.021 [E:T1-SJ=63 % T2-D3=100 % T3-H6=38 % T4-S5=69 % T5-H4=33 % T6-H5=6 % T7-C6=22 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=42 % T6-C4=20 %] [23:38:30.810] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.029 [E:T1-SJ=85 % T2-D3=100 % T3-H6=78 % T4-S5=25 % T5-H4=78 % T6-H5=55 % T7-C6=18 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=70 % T6-C4=35 %] [23:38:30.814] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.024 [E:T1-SJ=82 % T2-D3=100 % T3-H6=77 % T4-S5=22 % T5-H4=79 % T6-H5=61 % T7-C6=5 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=60 % T6-C4=13 %] [23:38:30.818] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.018 [E:T1-SJ=90 % T2-D3=100 % T3-H6=55 % T4-S5=25 % T5-H4=38 % T6-H5=14 % T7-C6=20 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=19 % T6-C4=6 %] [23:38:30.821] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.023 [E:T1-SJ=91 % T2-D3=100 % T3-H6=72 % T4-S5=16 % T5-H4=55 % T6-H5=11 % T7-C6=19 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=63 % T6-C4=16 %] [23:38:30.825] [SAMPLE-VAL] Sample 51: weight 0.100 -> 0.028 [E:T1-SJ=76 % T2-D3=100 % T3-H6=73 % T4-S5=22 % T5-H4=56 % T6-H5=34 % T7-C6=9 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=94 % T6-C4=69 %] [23:38:30.829] [SAMPLE-VAL] Sample 52: weight 0.100 -> 0.018 [E:T1-SJ=51 % T2-D3=100 % T3-H6=29 % T4-S5=82 % T5-H4=20 % T6-H5=3 % T7-C6=10 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=61 % T6-C4=15 %] [23:38:30.833] [SAMPLE-VAL] Sample 53: weight 0.100 -> 0.022 [E:T1-SJ=95 % T2-D3=100 % T3-H6=96 % T4-S5=2 % T5-H4=93 % T6-H5=82 % T7-C6=11 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=55 % T6-C4=17 %] [23:38:30.837] [SAMPLE-VAL] Sample 54: weight 0.100 -> 0.027 [E:T1-SJ=89 % T2-D3=100 % T3-H6=82 % T4-S5=11 % T5-H4=71 % T6-H5=56 % T7-C6=38 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=54 % T6-C4=25 %] [23:38:30.840] [SAMPLE-VAL] Sample 55: weight 0.100 -> 0.029 [E:T1-SJ=71 % T2-D3=100 % T3-H6=69 % T4-S5=44 % T5-H4=58 % T6-H5=37 % T7-C6=32 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=61 % T6-C4=46 %] [23:38:30.845] [SAMPLE-VAL] Sample 56: weight 0.100 -> 0.017 [E:T1-SJ=85 % T2-D3=100 % T3-H6=56 % T4-S5=33 % T5-H4=47 % T6-H5=5 % T7-C6=20 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=7 %] [23:38:30.849] [SAMPLE-VAL] Sample 57: weight 0.100 -> 0.027 [E:T1-SJ=88 % T2-D3=100 % T3-H6=74 % T4-S5=17 % T5-H4=64 % T6-H5=42 % T7-C6=30 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=57 % T6-C4=26 %] [23:38:30.854] [SAMPLE-VAL] Sample 58: weight 0.100 -> 0.015 [E:T1-SJ=96 % T2-D3=100 % T3-H6=56 % T4-S5=6 % T5-H4=34 % T6-H5=12 % T7-C6=29 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=12 % T6-C4=3 %] [23:38:30.858] [SAMPLE-VAL] Sample 59: weight 0.100 -> 0.025 [E:T1-SJ=87 % T2-D3=100 % T3-H6=90 % T4-S5=4 % T5-H4=82 % T6-H5=72 % T7-C6=8 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=84 % T6-C4=30 %] [23:38:30.862] [SAMPLE-VAL] Sample 60: weight 0.100 -> 0.025 [E:T1-SJ=75 % T2-D3=100 % T3-H6=69 % T4-S5=31 % T5-H4=56 % T6-H5=30 % T7-C6=12 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=18 %] [23:38:30.866] [SAMPLE-VAL] Sample 61: weight 0.100 -> 0.023 [E:T1-SJ=76 % T2-D3=100 % T3-H6=46 % T4-S5=57 % T5-H4=39 % T6-H5=16 % T7-C6=22 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=36 % T6-C4=20 %] [23:38:30.869] [SAMPLE-VAL] Sample 62: weight 0.100 -> 0.026 [E:T1-SJ=90 % T2-D3=100 % T3-H6=78 % T4-S5=10 % T5-H4=68 % T6-H5=49 % T7-C6=15 %, W:T2-D6=52 % T3-DT=0 % T4-DJ=100 % T5-C2=66 % T6-C4=21 %] [23:38:30.873] [SAMPLE-VAL] Sample 63: weight 0.100 -> 0.022 [E:T1-SJ=54 % T2-D3=100 % T3-H6=28 % T4-S5=81 % T5-H4=25 % T6-H5=11 % T7-C6=9 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=64 % T6-C4=32 %] [23:38:30.877] [SAMPLE-VAL] Sample 64: weight 0.100 -> 0.027 [E:T1-SJ=80 % T2-D3=100 % T3-H6=85 % T4-S5=26 % T5-H4=85 % T6-H5=71 % T7-C6=15 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=41 % T6-C4=23 %] [23:38:30.881] [SAMPLE-VAL] Sample 65: weight 0.100 -> 0.017 [E:T1-SJ=85 % T2-D3=100 % T3-H6=56 % T4-S5=33 % T5-H4=47 % T6-H5=5 % T7-C6=20 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=7 %] [23:38:30.885] [SAMPLE-VAL] Sample 66: weight 0.100 -> 0.022 [E:T1-SJ=97 % T2-D3=100 % T3-H6=88 % T4-S5=2 % T5-H4=77 % T6-H5=63 % T7-C6=23 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 % T5-C2=43 % T6-C4=8 %] [23:38:30.888] [SAMPLE-VAL] Sample 67: weight 0.100 -> 0.020 [E:T1-SJ=90 % T2-D3=100 % T3-H6=58 % T4-S5=30 % T5-H4=44 % T6-H5=16 % T7-C6=21 %, W:T2-D6=51 % T3-DT=0 % T4-DJ=100 % T5-C2=24 % T6-C4=5 %] [23:38:30.892] [SAMPLE-VAL] Sample 68: weight 0.100 -> 0.016 [E:T1-SJ=84 % T2-D3=100 % T3-H6=55 % T4-S5=36 % T5-H4=44 % T6-H5=5 % T7-C6=23 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=19 % T6-C4=1 %] [23:38:30.896] [SAMPLE-VAL] Sample 69: weight 0.100 -> 0.026 [E:T1-SJ=74 % T2-D3=100 % T3-H6=69 % T4-S5=32 % T5-H4=64 % T6-H5=42 % T7-C6=11 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=16 %] [23:38:30.899] [SAMPLE-VAL] Sample 70: weight 0.100 -> 0.017 [E:T1-SJ=97 % T2-D3=100 % T3-H6=73 % T4-S5=4 % T5-H4=61 % T6-H5=36 % T7-C6=28 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=11 % T6-C4=4 %] [23:38:30.903] [SAMPLE-VAL] Sample 71: weight 0.100 -> 0.027 [E:T1-SJ=73 % T2-D3=100 % T3-H6=49 % T4-S5=59 % T5-H4=39 % T6-H5=17 % T7-C6=31 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=56 % T6-C4=36 %] [23:38:30.907] [SAMPLE-VAL] Sample 72: weight 0.100 -> 0.023 [E:T1-SJ=70 % T2-D3=100 % T3-H6=57 % T4-S5=60 % T5-H4=54 % T6-H5=29 % T7-C6=7 %, W:T2-D6=31 % T3-DT=0 % T4-DJ=100 % T5-C2=63 % T6-C4=15 %] [23:38:30.910] [SAMPLE-VAL] Sample 73: weight 0.100 -> 0.025 [E:T1-SJ=87 % T2-D3=100 % T3-H6=84 % T4-S5=7 % T5-H4=78 % T6-H5=63 % T7-C6=20 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=63 % T6-C4=12 %] [23:38:30.914] [SAMPLE-VAL] Sample 74: weight 0.100 -> 0.030 [E:T1-SJ=84 % T2-D3=100 % T3-H6=78 % T4-S5=17 % T5-H4=69 % T6-H5=50 % T7-C6=15 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=86 % T6-C4=54 %] [23:38:30.918] [SAMPLE-VAL] Sample 75: weight 0.100 -> 0.026 [E:T1-SJ=90 % T2-D3=100 % T3-H6=81 % T4-S5=11 % T5-H4=72 % T6-H5=53 % T7-C6=17 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=21 %] [23:38:30.922] [SAMPLE-VAL] Sample 76: weight 0.100 -> 0.026 [E:T1-SJ=89 % T2-D3=100 % T3-H6=85 % T4-S5=10 % T5-H4=72 % T6-H5=52 % T7-C6=23 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=70 % T6-C4=23 %] [23:38:30.925] [SAMPLE-VAL] Sample 77: weight 0.100 -> 0.022 [E:T1-SJ=91 % T2-D3=100 % T3-H6=83 % T4-S5=7 % T5-H4=80 % T6-H5=71 % T7-C6=8 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=56 % T6-C4=8 %] [23:38:30.929] [SAMPLE-VAL] Sample 78: weight 0.100 -> 0.025 [E:T1-SJ=69 % T2-D3=100 % T3-H6=59 % T4-S5=54 % T5-H4=65 % T6-H5=33 % T7-C6=16 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=36 % T6-C4=22 %] [23:38:30.933] [SAMPLE-VAL] Sample 79: weight 0.100 -> 0.022 [E:T1-SJ=90 % T2-D3=100 % T3-H6=74 % T4-S5=13 % T5-H4=63 % T6-H5=48 % T7-C6=22 %, W:T2-D6=51 % T3-DT=0 % T4-DJ=100 % T5-C2=27 % T6-C4=7 %] [23:38:30.937] [SAMPLE-VAL] Sample 80: weight 0.100 -> 0.026 [E:T1-SJ=80 % T2-D3=100 % T3-H6=75 % T4-S5=22 % T5-H4=74 % T6-H5=56 % T7-C6=19 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=64 % T6-C4=14 %] [23:38:30.941] [SAMPLE-VAL] Sample 81: weight 0.100 -> 0.022 [E:T1-SJ=93 % T2-D3=100 % T3-H6=93 % T4-S5=2 % T5-H4=88 % T6-H5=83 % T7-C6=18 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=46 % T6-C4=15 %] [23:38:30.945] [SAMPLE-VAL] Sample 82: weight 0.100 -> 0.023 [E:T1-SJ=95 % T2-D3=100 % T3-H6=83 % T4-S5=4 % T5-H4=77 % T6-H5=58 % T7-C6=24 %, W:T2-D6=30 % T3-DT=0 % T4-DJ=100 % T5-C2=49 % T6-C4=16 %] [23:38:30.949] [SAMPLE-VAL] Sample 83: weight 0.100 -> 0.019 [E:T1-SJ=71 % T2-D3=100 % T3-H6=35 % T4-S5=66 % T5-H4=27 % T6-H5=8 % T7-C6=9 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=57 % T6-C4=10 %] [23:38:30.953] [SAMPLE-VAL] Sample 84: weight 0.500 -> 0.121 [E:T1-SJ=59 % T2-D3=100 % T3-H6=42 % T4-S5=75 % T5-H4=45 % T6-H5=17 % T7-C6=11 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=52 % T6-C4=35 %] [23:38:30.959] [SAMPLE-VAL] Sample 85: weight 0.100 -> 0.024 [E:T1-SJ=80 % T2-D3=100 % T3-H6=59 % T4-S5=40 % T5-H4=70 % T6-H5=27 % T7-C6=16 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 % T5-C2=31 % T6-C4=16 %] [23:38:30.963] [SAMPLE-VAL] Sample 86: weight 0.100 -> 0.021 [E:T1-SJ=60 % T2-D3=100 % T3-H6=39 % T4-S5=73 % T5-H4=24 % T6-H5=7 % T7-C6=25 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=44 % T6-C4=20 %] [23:38:30.967] [SAMPLE-VAL] Sample 87: weight 0.100 -> 0.028 [E:T1-SJ=85 % T2-D3=100 % T3-H6=84 % T4-S5=9 % T5-H4=78 % T6-H5=69 % T7-C6=21 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=39 %] [23:38:30.971] [SAMPLE-VAL] Sample 88: weight 0.100 -> 0.028 [E:T1-SJ=80 % T2-D3=100 % T3-H6=60 % T4-S5=44 % T5-H4=60 % T6-H5=38 % T7-C6=15 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=59 % T6-C4=40 %] [23:38:30.974] [SAMPLE-VAL] Sample 89: weight 0.100 -> 0.022 [E:T1-SJ=90 % T2-D3=100 % T3-H6=74 % T4-S5=13 % T5-H4=63 % T6-H5=48 % T7-C6=22 %, W:T2-D6=51 % T3-DT=0 % T4-DJ=100 % T5-C2=27 % T6-C4=7 %] [23:38:30.978] [SAMPLE-VAL] Sample 90: weight 0.500 -> 0.093 [E:T1-SJ=56 % T2-D3=100 % T3-H6=25 % T4-S5=87 % T5-H4=14 % T6-H5=4 % T7-C6=10 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=43 % T6-C4=26 %] [23:38:30.981] [SAMPLE-VAL] Sample 91: weight 0.100 -> 0.016 [E:T1-SJ=93 % T2-D3=100 % T3-H6=82 % T4-S5=3 % T5-H4=65 % T6-H5=51 % T7-C6=23 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=31 % T6-C4=1 %] [23:38:30.985] [SAMPLE-VAL] Sample 92: weight 0.100 -> 0.030 [E:T1-SJ=75 % T2-D3=100 % T3-H6=72 % T4-S5=39 % T5-H4=58 % T6-H5=39 % T7-C6=18 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=81 % T6-C4=48 %] [23:38:30.990] [SAMPLE-VAL] Sample 93: weight 0.100 -> 0.020 [E:T1-SJ=64 % T2-D3=100 % T3-H6=39 % T4-S5=71 % T5-H4=27 % T6-H5=11 % T7-C6=11 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=58 % T6-C4=10 %] [23:38:30.993] [SAMPLE-VAL] Sample 94: weight 0.100 -> 0.020 [E:T1-SJ=90 % T2-D3=100 % T3-H6=58 % T4-S5=30 % T5-H4=44 % T6-H5=16 % T7-C6=21 %, W:T2-D6=51 % T3-DT=0 % T4-DJ=100 % T5-C2=24 % T6-C4=5 %] [23:38:30.997] [SAMPLE-VAL] Sample 95: weight 0.100 -> 0.027 [E:T1-SJ=91 % T2-D3=100 % T3-H6=87 % T4-S5=6 % T5-H4=80 % T6-H5=72 % T7-C6=23 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=56 % T6-C4=30 %] [23:38:31.001] [SAMPLE-VAL] Sample 96: weight 0.100 -> 0.025 [E:T1-SJ=84 % T2-D3=100 % T3-H6=72 % T4-S5=22 % T5-H4=68 % T6-H5=52 % T7-C6=12 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=65 % T6-C4=16 %] [23:38:31.005] [SAMPLE-VAL] Sample 97: weight 0.100 -> 0.020 [E:T1-SJ=70 % T2-D3=100 % T3-H6=38 % T4-S5=66 % T5-H4=35 % T6-H5=7 % T7-C6=17 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=31 % T6-C4=16 %] [23:38:31.009] [SAMPLE-VAL] Sample 98: weight 0.100 -> 0.025 [E:T1-SJ=71 % T2-D3=100 % T3-H6=70 % T4-S5=32 % T5-H4=66 % T6-H5=42 % T7-C6=12 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=65 % T6-C4=15 %] [23:38:31.013] [SAMPLE-VAL] Sample 99: weight 0.100 -> 0.019 [E:T1-SJ=94 % T2-D3=100 % T3-H6=81 % T4-S5=4 % T5-H4=73 % T6-H5=51 % T7-C6=48 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=18 % T6-C4=3 %] [23:38:31.017] [SAMPLE-VAL] Sample 100: weight 0.100 -> 0.020 [E:T1-SJ=73 % T2-D3=100 % T3-H6=46 % T4-S5=59 % T5-H4=42 % T6-H5=6 % T7-C6=32 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=29 % T6-C4=8 %] [23:38:31.017] [SAMPLE-VAL] Done. Weight range: 0.015-0.121 [23:38:31.017] [SAMPLE-VAL] Top sample 84 (w=0.121): E:J5432.6542.3.KJ6 W:98.J983.JT6.A842 [E:T1-SJ=59 % T2-D3=100 % T3-H6=42 % T4-S5=75 % T5-H4=45 % T6-H5=17 % T7-C6=11 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=52 % T6-C4=35 %] [23:38:31.017] [SAMPLE-VAL] Top sample 42 (w=0.113): E:J5432.65432.3.K6 W:98.J98.JT6.AJ842 [E:T1-SJ=64 % T2-D3=100 % T3-H6=61 % T4-S5=57 % T5-H4=68 % T6-H5=46 % T7-C6=3 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=60 % T6-C4=14 %] [23:38:31.017] [SAMPLE-VAL] Top sample 90 (w=0.093): E:J5432.J654.3.KJ6 W:98.9832.JT6.A842 [E:T1-SJ=56 % T2-D3=100 % T3-H6=25 % T4-S5=87 % T5-H4=14 % T6-H5=4 % T7-C6=10 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=43 % T6-C4=26 %] [23:38:31.017] [SAMPLE-VAL] Top sample 28 (w=0.086): E:J85432.654.3.AJ6 W:9.J9832.JT6.K842 [E:T1-SJ=45 % T2-D3=100 % T3-H6=22 % T4-S5=84 % T5-H4=18 % T6-H5=4 % T7-C6=13 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=31 % T6-C4=14 %] [23:38:31.017] [SAMPLE-VAL] Top sample 6 (w=0.030): E:J852.J6543.3.A86 W:943.982.JT6.KJ42 [E:T1-SJ=85 % T2-D3=100 % T3-H6=81 % T4-S5=23 % T5-H4=76 % T6-H5=55 % T7-C6=23 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=77 % T6-C4=47 %] [23:38:31.018] After sample validation: 100 deals remaining [23:38:31.018] [PLAY-INFER] No inference observations detected [23:38:31.018] Using weighted samples: 100/100 have non-uniform weights (range 0.015-0.121) [23:38:31.018] Sample deals (100 total, showing first 20, by weight): [23:38:31.018] [1] (w=0.121) E:J5432.6542.3.KJ6 AKQ.AKQ7.75.Q975 98.J983.JT6.A842 T76.T.AKQ9842.T3 [23:38:31.018] [2] (w=0.113) E:J5432.65432.3.K6 AKQ.AKQ7.75.Q975 98.J98.JT6.AJ842 T76.T.AKQ9842.T3 [23:38:31.018] [3] (w=0.093) E:J5432.J654.3.KJ6 AKQ.AKQ7.75.Q975 98.9832.JT6.A842 T76.T.AKQ9842.T3 [23:38:31.018] [4] (w=0.086) E:J85432.654.3.AJ6 AKQ.AKQ7.75.Q975 9.J9832.JT6.K842 T76.T.AKQ9842.T3 [23:38:31.018] [5] (w=0.030) E:J852.J6543.3.A86 AKQ.AKQ7.75.Q975 943.982.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:31.018] [6] (w=0.030) E:J532.96542.3.A86 AKQ.AKQ7.75.Q975 984.J83.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:31.018] [7] (w=0.030) E:J854.986542.3.86 AKQ.AKQ7.75.Q975 932.J3.JT6.AKJ42 T76.T.AKQ9842.T3 [23:38:31.019] [8] (w=0.029) E:J542.J6543.3.AJ6 AKQ.AKQ7.75.Q975 983.982.JT6.K842 T76.T.AKQ9842.T3 [23:38:31.019] [9] (w=0.029) E:J854.96543.3.A86 AKQ.AKQ7.75.Q975 932.J82.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:31.019] [10] (w=0.029) E:J543.86543.3.J86 AKQ.AKQ7.75.Q975 982.J92.JT6.AK42 T76.T.AKQ9842.T3 [23:38:31.019] [11] (w=0.029) E:J854.J6543.3.J86 AKQ.AKQ7.75.Q975 932.982.JT6.AK42 T76.T.AKQ9842.T3 [23:38:31.019] [12] (w=0.029) E:J8532.965432.3.6 AKQ.AKQ7.75.Q975 94.J8.JT6.AKJ842 T76.T.AKQ9842.T3 [23:38:31.019] [13] (w=0.028) E:J543.J86542.3.86 AKQ.AKQ7.75.Q975 982.93.JT6.AKJ42 T76.T.AKQ9842.T3 [23:38:31.019] [14] (w=0.028) E:J853.J865432.3.6 AKQ.AKQ7.75.Q975 942.9.JT6.AKJ842 T76.T.AKQ9842.T3 [23:38:31.019] [15] (w=0.028) E:J852.J865432.3.6 AKQ.AKQ7.75.Q975 943.9.JT6.AKJ842 T76.T.AKQ9842.T3 [23:38:31.019] [16] (w=0.028) E:J852.J6542.3.K86 AKQ.AKQ7.75.Q975 943.983.JT6.AJ42 T76.T.AKQ9842.T3 [23:38:31.019] [17] (w=0.028) E:J542.96542.3.J86 AKQ.AKQ7.75.Q975 983.J83.JT6.AK42 T76.T.AKQ9842.T3 [23:38:31.020] [18] (w=0.028) E:J543.96543.3.KJ6 AKQ.AKQ7.75.Q975 982.J82.JT6.A842 T76.T.AKQ9842.T3 [23:38:31.020] [19] (w=0.028) E:J852.65432.3.K86 AKQ.AKQ7.75.Q975 943.J98.JT6.AJ42 T76.T.AKQ9842.T3 [23:38:31.020] [20] (w=0.028) E:J5432.65432.3.86 AKQ.AKQ7.75.Q975 98.J98.JT6.AKJ42 T76.T.AKQ9842.T3 [23:38:31.020] ... and 80 more [23:38:31.090] [DDS] WARNING: All samples produced identical results - hands may be fully known (no sampling variance) [23:38:31.090] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:31.090] H7: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:31.090] CQ: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:31.091] HA: [690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 720, 720, 690, 690, 690, 690, 690, 720, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 720, 690, 690, 690, 690, 690, 690, 720, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690] [23:38:31.091] SK: [690, 720, 690, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 690, 690, 720, 720, 720, 690, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 690, 690, 690, 720, 690, 690, 690, 720, 690, 720, 720, 720, 720, 720, 720, 720, 690, 720, 720, 690, 690, 690, 690, 690, 720, 720, 720, 690, 720] [23:38:31.091] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:31.091] H7: [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7] [23:38:31.091] CQ: [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7] [23:38:31.091] HA: [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 7, 7, 6, 6, 6, 6, 6, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 7, 6, 6, 6, 6, 6, 6, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6] [23:38:31.091] SK: [6, 7, 6, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 6, 6, 7, 7, 7, 6, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 6, 6, 6, 7, 6, 6, 6, 7, 6, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 6, 6, 6, 6, 6, 7, 7, 7, 6, 7] [23:38:31.091] --- IMP Calculation Output (card -> average IMP) --- [23:38:31.091] H7: 0.42 [23:38:31.092] CQ: 0.42 [23:38:31.092] SK: 0.02 [23:38:31.092] HA: -0.85 [23:38:31.092] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:31.092] H7: 0.416 [23:38:31.092] CQ: 0.416 [23:38:31.092] SK: 0.021 [23:38:31.092] HA: -0.854 [23:38:31.092] === DDS DETAILED ANALYSIS === [23:38:31.092] Cards analyzed: 4, Samples per card: 100 [23:38:31.092] [23:38:31.092] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:31.092] ----- ------ --------- ------- ----------- -------------------------------- [23:38:31.092] H7 0.42 7.00 100 % 1 [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7...] [23:38:31.093] CQ 0.42 7.00 100 % 1 [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7...] [23:38:31.093] SK 0.02 6.74 100 % 2 [6, 7, 6, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 7, 7, 7, 7, 7...] [23:38:31.093] HA -0.85 6.05 100 % 2 [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6...] [23:38:31.093] [23:38:31.093] Selected: H7 (IMPs=0.42, avgTricks=7.00) [23:38:31.093] =================== [23:38:31.093] Selected: H7 (MP 0.416, 0.42 IMPs, 7.00 tricks) -- 1 tied card(s): CQ [23:38:31.093] [stage-timing] ok sample=363ms validate=0ms nn=400ms signal=0ms simgames=5ms dds=67ms total=840ms samples=100 cards=26 [23:38:31.094] SUITC_CALL_BEGIN: input=' -F1 -u -c100 -ls1 T AKQ7 J9832' [23:38:31.100] SUITC_CALL_END: jsonLength=581 [23:38:31.100] SUITC_JSON_PREVIEW: {"SuitCAnalysis": {"OptimalResults":[ {"Tricks":4,"Percentage":67.8261} ],"Result":3.6783, "OptimumPlays":[ {"OptimumPlayFor": "MAX, N4","Plays":[{"Tricks":4,"Percentage":67.8261},{"Tricks":3,"Percent [23:38:31.100] SUITC_CALL_BEGIN: input=' -F1 -u -c100 -Ln7 -ls1 AKQ7 T J9832' [23:38:31.102] SUITC_CALL_END: jsonLength=354 [23:38:31.102] SUITC_JSON_PREVIEW: {"SuitCAnalysis": {"OptimalResults":[ ],"Result":3.0000, "OptimumPlays":[ {"OptimumPlayFor": "MAX","Plays":[{"Tricks":3,"Percentage":100.0000}], "Result":3.0000 , "GameTree":[ {"T":"N:7","Vs":[{"T":"J [23:38:31.102] === FindBestCardAsync: Position=S, CardsPlayed=26 === [23:38:31.102] Finding card to play for S: AKQ.AKQ7.75.Q975 [23:38:31.102] Relative position: Declarer, Contract type: NoTrump [23:38:31.102] Cards in hand mask: 7 [23:38:31.103] Candidate: QC = 63.6 % [23:38:31.103] Candidate: xH = 18.4 % [23:38:31.104] Candidate: QS = 13.8 % [23:38:31.104] Candidate: KS = 3.7 % [23:38:31.104] Candidate: QH = 0.4 % [23:38:31.104] Candidate: AH = 0.1 % [23:38:31.104] Candidate: KH = 0.0 % [23:38:31.104] Selected: CQ (63.6 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:32 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:32 === [23:38:32.597] === FindBestCardAsync: Position=N, CardsPlayed=28 === [23:38:32.597] Contract: 3N, Declarer: S, Dealer: E [23:38:32.598] Auction: P-2N-P-3N-P-P-P [23:38:32.598] Deal: N:... ... ... ... [23:38:32.598] Position N is on declarer's side - score table shifted by 7 declarer tricks won [23:38:32.598] ****************************** [23:38:32.598] FindMatchingDealsWithPlayInternal Input: [23:38:32.598] Position parameter: N [23:38:32.598] Deal from game: N:... ... ... ... [23:38:32.598] Hand for N: T76.T.AKQ9842.T3 [23:38:32.598] Hand for E: (null) [23:38:32.598] Hand for S: AKQ.AKQ7.75.Q975 [23:38:32.598] Hand for W: (null) [23:38:32.598] Cards played: S9, ST, SJ, SA, D5, D6, DQ, D3, DK, H6, D7, DT, DA, S5, C5, DJ, D8, H4, C7, C2, D9, H5, C9, C4, D4, C6, CQ, S3 [23:38:32.598] Declarer: S [23:38:32.598] ****************************** [23:38:32.598] [DealFinder] Seed from player N hand: -836602129 [23:38:32.599] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:32.599] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:32.599] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1542MB, gc2=15) [23:38:32.599] [DealFinder] Using cardsPlayedCount=28 for visibility calculation [23:38:32.599] [ExtractPartialDeal] Position=N, Declarer=S, CardsPlayed=28 [23:38:32.599] [ExtractPartialDeal] Visible hands: N, S [23:38:32.599] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:32.599] [ExtractPartialDeal] Extracted hands: [23:38:32.599] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:32.599] E: ... (0 cards) [23:38:32.599] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:32.600] W: ... (0 cards) [23:38:32.600] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:32.600] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:32.600] [ComputePlayedCards] Card 1: S9 played by W [23:38:32.600] [ComputePlayedCards] Card 2: ST played by N [23:38:32.601] [ComputePlayedCards] Card 3: SJ played by E [23:38:32.601] [ComputePlayedCards] Card 4: SA played by S [23:38:32.601] [ComputePlayedCards] Trick complete. Winner: S [23:38:32.601] [ComputePlayedCards] Card 5: D5 played by S [23:38:32.601] [ComputePlayedCards] Card 6: D6 played by W [23:38:32.601] [ComputePlayedCards] Card 7: DQ played by N [23:38:32.601] [ComputePlayedCards] Card 8: D3 played by E [23:38:32.601] [ComputePlayedCards] Trick complete. Winner: N [23:38:32.601] [ComputePlayedCards] Card 9: DK played by N [23:38:32.601] [ComputePlayedCards] Card 10: H6 played by E [23:38:32.601] [ComputePlayedCards] Card 11: D7 played by S [23:38:32.601] [ComputePlayedCards] Card 12: DT played by W [23:38:32.601] [ComputePlayedCards] Trick complete. Winner: N [23:38:32.601] [ComputePlayedCards] Card 13: DA played by N [23:38:32.601] [ComputePlayedCards] Card 14: S5 played by E [23:38:32.601] [ComputePlayedCards] Card 15: C5 played by S [23:38:32.601] [ComputePlayedCards] Card 16: DJ played by W [23:38:32.601] [ComputePlayedCards] Trick complete. Winner: N [23:38:32.601] [ComputePlayedCards] Card 17: D8 played by N [23:38:32.602] [ComputePlayedCards] Card 18: H4 played by E [23:38:32.602] [ComputePlayedCards] Card 19: C7 played by S [23:38:32.602] [ComputePlayedCards] Card 20: C2 played by W [23:38:32.602] [ComputePlayedCards] Trick complete. Winner: N [23:38:32.602] [ComputePlayedCards] Card 21: D9 played by N [23:38:32.602] [ComputePlayedCards] Card 22: H5 played by E [23:38:32.602] [ComputePlayedCards] Card 23: C9 played by S [23:38:32.602] [ComputePlayedCards] Card 24: C4 played by W [23:38:32.602] [ComputePlayedCards] Trick complete. Winner: N [23:38:32.602] [ComputePlayedCards] Card 25: D4 played by N [23:38:32.602] [ComputePlayedCards] Card 26: C6 played by E [23:38:32.602] [ComputePlayedCards] Card 27: CQ played by S [23:38:32.602] [ComputePlayedCards] Card 28: S3 played by W [23:38:32.602] [ComputePlayedCards] Trick complete. Winner: N [23:38:32.602] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST, DQ, DK, DA, D8, D9, D4 [23:38:32.603] [DealFinder] Added 7 played cards to E (was 0 cards): SJ, D3, H6, S5, H4, H5, C6 [23:38:32.603] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA, D5, D7, C5, C7, C9, CQ [23:38:32.603] [DealFinder] Added 7 played cards to W (was 0 cards): S9, D6, DT, DJ, C2, C4, S3 [23:38:32.603] [DealFinder] Show-out: E void in Diamonds (bidding said [0-13], already held 1) [23:38:32.603] [DealFinder] Show-out: W void in Diamonds (bidding said [0-13], already held 3) [23:38:32.603] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[1-1] C[0-7] (2 iterations) [23:38:32.603] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[3-3] C[0-7] (2 iterations) [23:38:32.603] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-10] [23:38:32.604] [DealFinder] Re-propagated HCP after played-card floor: W HCP[1-10] [23:38:32.604] [DealFinder] Known cards per player: N=13, E=7, S=13, W=7 [23:38:32.604] [DealFinder] Locked players: N, S [23:38:32.604] [DealFinder] Total known cards: 40, Remaining deck: 12, Cards to deal: 12 [23:38:32.604] [DealFinder] Players needing cards: E:6, W:6 [23:38:32.604] Small number of cards remaining. Switching to combinatorial generation (DDS limit=100). [23:38:32.790] [DealFinder] Combinatorial: enumerated 924, perfect 753, sending 100 to DDS [23:38:32.790] [Timing] Total: 191ms, Generation: 0ms, Verification: 0ms [23:38:32.790] [Timing] Attempts: 1, PassedSimpleCheck: 0, FailedVerification: 0, Found: 753 [23:38:32.790] Search complete. Returning 100 deals. [23:38:32.790] Found 100 sample deals for simulation. [23:38:32.790] Valid deals for DDS: 100 / 100 [23:38:32.790] [SAMPLE-VAL] Validating 100 samples, hidden: E,W, contract: NT [23:38:32.806] [SAMPLE-VAL] Opening lead NN validation (S9): 100/100 samples adjusted [23:38:32.806] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:32.806] [SAMPLE-VAL] T2: S=D5 W=D6 N=DQ E=D3 (leader=S) [23:38:32.806] [SAMPLE-VAL] T3: N=DK E=H6 S=D7 W=DT (leader=N) [23:38:32.807] [SAMPLE-VAL] T4: N=DA E=S5 S=C5 W=DJ (leader=N) [23:38:32.807] [SAMPLE-VAL] T5: N=D8 E=H4 S=C7 W=C2 (leader=N) [23:38:32.807] [SAMPLE-VAL] T6: N=D9 E=H5 S=C9 W=C4 (leader=N) [23:38:32.807] [SAMPLE-VAL] T7: N=D4 E=C6 S=CQ W=S3 (leader=N) [23:38:32.811] [SAMPLE-VAL] Sample 1: weight 0.100 -> 0.028 [E:T1-SJ=87 % T2-D3=100 % T3-H6=84 % T4-S5=7 % T5-H4=78 % T6-H5=63 % T7-C6=20 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=63 % T6-C4=12 % T7-S3=52 %] [23:38:32.815] [SAMPLE-VAL] Sample 2: weight 0.100 -> 0.019 [E:T1-SJ=90 % T2-D3=100 % T3-H6=59 % T4-S5=26 % T5-H4=36 % T6-H5=9 % T7-C6=19 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=13 % T6-C4=4 % T7-S3=46 %] [23:38:32.820] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.020 [E:T1-SJ=84 % T2-D3=100 % T3-H6=58 % T4-S5=37 % T5-H4=51 % T6-H5=5 % T7-C6=40 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=20 % T6-C4=5 % T7-S3=24 %] [23:38:32.824] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.020 [E:T1-SJ=97 % T2-D3=100 % T3-H6=73 % T4-S5=4 % T5-H4=61 % T6-H5=36 % T7-C6=28 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=11 % T6-C4=4 % T7-S3=73 %] [23:38:32.828] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.030 [E:T1-SJ=89 % T2-D3=100 % T3-H6=90 % T4-S5=7 % T5-H4=85 % T6-H5=78 % T7-C6=22 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=52 % T6-C4=24 % T7-S3=64 %] [23:38:32.833] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.028 [E:T1-SJ=79 % T2-D3=100 % T3-H6=81 % T4-S5=16 % T5-H4=73 % T6-H5=61 % T7-C6=19 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=74 % T6-C4=41 % T7-S3=13 %] [23:38:32.837] [SAMPLE-VAL] Sample 7: weight 0.100 -> 0.028 [E:T1-SJ=71 % T2-D3=100 % T3-H6=56 % T4-S5=63 % T5-H4=57 % T6-H5=27 % T7-C6=14 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=72 % T6-C4=35 % T7-S3=23 %] [23:38:32.841] [SAMPLE-VAL] Sample 8: weight 0.100 -> 0.022 [E:T1-SJ=71 % T2-D3=100 % T3-H6=61 % T4-S5=41 % T5-H4=48 % T6-H5=9 % T7-C6=12 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=67 % T6-C4=17 % T7-S3=11 %] [23:38:32.845] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.031 [E:T1-SJ=86 % T2-D3=100 % T3-H6=73 % T4-S5=18 % T5-H4=68 % T6-H5=53 % T7-C6=16 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=72 % T6-C4=38 % T7-S3=57 %] [23:38:32.849] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.033 [E:T1-SJ=86 % T2-D3=100 % T3-H6=79 % T4-S5=25 % T5-H4=66 % T6-H5=51 % T7-C6=22 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=36 % T7-S3=61 %] [23:38:32.854] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.025 [E:T1-SJ=75 % T2-D3=100 % T3-H6=79 % T4-S5=24 % T5-H4=77 % T6-H5=65 % T7-C6=8 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 % T5-C2=64 % T6-C4=13 % T7-S3=14 %] [23:38:32.858] [SAMPLE-VAL] Sample 12: weight 0.100 -> 0.026 [E:T1-SJ=83 % T2-D3=100 % T3-H6=54 % T4-S5=41 % T5-H4=48 % T6-H5=21 % T7-C6=26 %, W:T2-D6=32 % T3-DT=0 % T4-DJ=100 % T5-C2=49 % T6-C4=21 % T7-S3=24 %] [23:38:32.862] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.032 [E:T1-SJ=84 % T2-D3=100 % T3-H6=81 % T4-S5=18 % T5-H4=72 % T6-H5=52 % T7-C6=16 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=88 % T6-C4=52 % T7-S3=45 %] [23:38:32.866] [SAMPLE-VAL] Sample 14: weight 0.100 -> 0.030 [E:T1-SJ=90 % T2-D3=100 % T3-H6=71 % T4-S5=15 % T5-H4=67 % T6-H5=49 % T7-C6=23 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=55 % T6-C4=24 % T7-S3=61 %] [23:38:32.870] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.031 [E:T1-SJ=72 % T2-D3=100 % T3-H6=67 % T4-S5=43 % T5-H4=62 % T6-H5=43 % T7-C6=30 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=58 % T6-C4=44 % T7-S3=22 %] [23:38:32.874] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.028 [E:T1-SJ=80 % T2-D3=100 % T3-H6=75 % T4-S5=22 % T5-H4=74 % T6-H5=56 % T7-C6=19 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=64 % T6-C4=14 % T7-S3=38 %] [23:38:32.879] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.030 [E:T1-SJ=83 % T2-D3=100 % T3-H6=81 % T4-S5=23 % T5-H4=78 % T6-H5=59 % T7-C6=33 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=43 % T6-C4=20 % T7-S3=43 %] [23:38:32.883] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.029 [E:T1-SJ=91 % T2-D3=100 % T3-H6=78 % T4-S5=11 % T5-H4=68 % T6-H5=52 % T7-C6=18 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=62 % T6-C4=18 % T7-S3=67 %] [23:38:32.887] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.031 [E:T1-SJ=80 % T2-D3=100 % T3-H6=84 % T4-S5=23 % T5-H4=82 % T6-H5=68 % T7-C6=16 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=80 % T6-C4=48 % T7-S3=20 %] [23:38:32.891] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.026 [E:T1-SJ=84 % T2-D3=100 % T3-H6=76 % T4-S5=26 % T5-H4=83 % T6-H5=51 % T7-C6=39 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=27 % T6-C4=6 % T7-S3=36 %] [23:38:32.895] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.022 [E:T1-SJ=83 % T2-D3=100 % T3-H6=58 % T4-S5=40 % T5-H4=53 % T6-H5=11 % T7-C6=40 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=25 % T6-C4=5 % T7-S3=26 %] [23:38:32.899] [SAMPLE-VAL] Sample 22: weight 0.100 -> 0.025 [E:T1-SJ=90 % T2-D3=100 % T3-H6=74 % T4-S5=13 % T5-H4=63 % T6-H5=48 % T7-C6=22 %, W:T2-D6=51 % T3-DT=0 % T4-DJ=100 % T5-C2=27 % T6-C4=7 % T7-S3=60 %] [23:38:32.903] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.020 [E:T1-SJ=70 % T2-D3=100 % T3-H6=33 % T4-S5=67 % T5-H4=31 % T6-H5=13 % T7-C6=6 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=61 % T6-C4=12 % T7-S3=13 %] [23:38:32.908] [SAMPLE-VAL] Sample 24: weight 0.100 -> 0.026 [E:T1-SJ=95 % T2-D3=100 % T3-H6=87 % T4-S5=3 % T5-H4=78 % T6-H5=59 % T7-C6=18 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=58 % T6-C4=16 % T7-S3=71 %] [23:38:32.912] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.025 [E:T1-SJ=90 % T2-D3=100 % T3-H6=74 % T4-S5=13 % T5-H4=63 % T6-H5=48 % T7-C6=22 %, W:T2-D6=51 % T3-DT=0 % T4-DJ=100 % T5-C2=27 % T6-C4=7 % T7-S3=60 %] [23:38:32.916] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.033 [E:T1-SJ=86 % T2-D3=100 % T3-H6=79 % T4-S5=25 % T5-H4=66 % T6-H5=51 % T7-C6=22 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=36 % T7-S3=61 %] [23:38:32.920] [SAMPLE-VAL] Sample 27: weight 0.100 -> 0.029 [E:T1-SJ=79 % T2-D3=100 % T3-H6=73 % T4-S5=22 % T5-H4=70 % T6-H5=53 % T7-C6=17 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=16 % T7-S3=47 %] [23:38:32.925] [SAMPLE-VAL] Sample 28: weight 0.100 -> 0.030 [E:T1-SJ=92 % T2-D3=100 % T3-H6=92 % T4-S5=9 % T5-H4=90 % T6-H5=80 % T7-C6=12 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=60 % T6-C4=24 % T7-S3=64 %] [23:38:32.929] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.020 [E:T1-SJ=85 % T2-D3=100 % T3-H6=56 % T4-S5=33 % T5-H4=47 % T6-H5=5 % T7-C6=20 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=7 % T7-S3=35 %] [23:38:32.933] [SAMPLE-VAL] Sample 30: weight 0.100 -> 0.027 [E:T1-SJ=73 % T2-D3=100 % T3-H6=61 % T4-S5=55 % T5-H4=51 % T6-H5=28 % T7-C6=8 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=88 % T6-C4=47 % T7-S3=16 %] [23:38:32.937] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.027 [E:T1-SJ=94 % T2-D3=100 % T3-H6=86 % T4-S5=3 % T5-H4=71 % T6-H5=47 % T7-C6=41 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=49 % T6-C4=17 % T7-S3=80 %] [23:38:32.942] [SAMPLE-VAL] Sample 32: weight 0.100 -> 0.029 [E:T1-SJ=88 % T2-D3=100 % T3-H6=86 % T4-S5=6 % T5-H4=73 % T6-H5=57 % T7-C6=12 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=83 % T6-C4=34 % T7-S3=62 %] [23:38:32.946] [SAMPLE-VAL] Sample 33: weight 0.100 -> 0.029 [E:T1-SJ=91 % T2-D3=100 % T3-H6=78 % T4-S5=11 % T5-H4=68 % T6-H5=52 % T7-C6=18 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=62 % T6-C4=18 % T7-S3=67 %] [23:38:32.950] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.030 [E:T1-SJ=75 % T2-D3=100 % T3-H6=71 % T4-S5=36 % T5-H4=60 % T6-H5=35 % T7-C6=20 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=82 % T6-C4=54 % T7-S3=21 %] [23:38:32.954] [SAMPLE-VAL] Sample 35: weight 0.100 -> 0.028 [E:T1-SJ=72 % T2-D3=100 % T3-H6=52 % T4-S5=61 % T5-H4=60 % T6-H5=31 % T7-C6=9 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=66 % T6-C4=40 % T7-S3=27 %] [23:38:32.958] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.028 [E:T1-SJ=87 % T2-D3=100 % T3-H6=90 % T4-S5=4 % T5-H4=82 % T6-H5=72 % T7-C6=8 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=84 % T6-C4=30 % T7-S3=54 %] [23:38:32.963] [SAMPLE-VAL] Sample 37: weight 0.100 -> 0.025 [E:T1-SJ=64 % T2-D3=100 % T3-H6=60 % T4-S5=57 % T5-H4=52 % T6-H5=35 % T7-C6=13 %, W:T2-D6=32 % T3-DT=0 % T4-DJ=100 % T5-C2=65 % T6-C4=19 % T7-S3=13 %] [23:38:32.967] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.030 [E:T1-SJ=83 % T2-D3=100 % T3-H6=81 % T4-S5=23 % T5-H4=78 % T6-H5=59 % T7-C6=33 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=43 % T6-C4=20 % T7-S3=43 %] [23:38:32.971] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.023 [E:T1-SJ=91 % T2-D3=100 % T3-H6=82 % T4-S5=18 % T5-H4=67 % T6-H5=34 % T7-C6=21 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=14 % T6-C4=6 % T7-S3=59 %] [23:38:32.975] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.033 [E:T1-SJ=86 % T2-D3=100 % T3-H6=77 % T4-S5=22 % T5-H4=67 % T6-H5=52 % T7-C6=20 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=41 % T7-S3=63 %] [23:38:32.979] [SAMPLE-VAL] Sample 41: weight 0.100 -> 0.025 [E:T1-SJ=91 % T2-D3=100 % T3-H6=77 % T4-S5=22 % T5-H4=73 % T6-H5=45 % T7-C6=22 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=18 % T6-C4=7 % T7-S3=56 %] [23:38:32.984] [SAMPLE-VAL] Sample 42: weight 0.100 -> 0.024 [E:T1-SJ=97 % T2-D3=100 % T3-H6=88 % T4-S5=2 % T5-H4=80 % T6-H5=72 % T7-C6=13 %, W:T2-D6=52 % T3-DT=0 % T4-DJ=100 % T5-C2=37 % T6-C4=9 % T7-S3=75 %] [23:38:32.988] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.026 [E:T1-SJ=91 % T2-D3=100 % T3-H6=87 % T4-S5=8 % T5-H4=88 % T6-H5=76 % T7-C6=16 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 % T5-C2=27 % T6-C4=7 % T7-S3=56 %] [23:38:32.992] [SAMPLE-VAL] Sample 44: weight 0.100 -> 0.022 [E:T1-SJ=94 % T2-D3=100 % T3-H6=94 % T4-S5=2 % T5-H4=92 % T6-H5=84 % T7-C6=26 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=18 % T6-C4=3 % T7-S3=75 %] [23:38:32.996] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.029 [E:T1-SJ=78 % T2-D3=100 % T3-H6=60 % T4-S5=39 % T5-H4=58 % T6-H5=35 % T7-C6=18 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=64 % T6-C4=44 % T7-S3=20 %] [23:38:33.000] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.031 [E:T1-SJ=89 % T2-D3=100 % T3-H6=82 % T4-S5=11 % T5-H4=71 % T6-H5=56 % T7-C6=38 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=54 % T6-C4=25 % T7-S3=65 %] [23:38:33.005] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.028 [E:T1-SJ=83 % T2-D3=100 % T3-H6=73 % T4-S5=24 % T5-H4=56 % T6-H5=9 % T7-C6=17 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=87 % T6-C4=54 % T7-S3=46 %] [23:38:33.009] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.016 [E:T1-SJ=96 % T2-D3=100 % T3-H6=61 % T4-S5=5 % T5-H4=29 % T6-H5=8 % T7-C6=34 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=8 % T6-C4=2 % T7-S3=64 %] [23:38:33.013] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.031 [E:T1-SJ=83 % T2-D3=100 % T3-H6=66 % T4-S5=24 % T5-H4=66 % T6-H5=50 % T7-C6=25 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=61 % T6-C4=38 % T7-S3=48 %] [23:38:33.018] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.032 [E:T1-SJ=86 % T2-D3=100 % T3-H6=84 % T4-S5=12 % T5-H4=78 % T6-H5=57 % T7-C6=44 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=54 % T6-C4=26 % T7-S3=62 %] [23:38:33.022] [SAMPLE-VAL] Sample 51: weight 0.100 -> 0.020 [E:T1-SJ=90 % T2-D3=100 % T3-H6=61 % T4-S5=23 % T5-H4=31 % T6-H5=10 % T7-C6=24 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=5 % T7-S3=48 %] [23:38:33.026] [SAMPLE-VAL] Sample 52: weight 0.100 -> 0.027 [E:T1-SJ=88 % T2-D3=100 % T3-H6=82 % T4-S5=21 % T5-H4=74 % T6-H5=49 % T7-C6=54 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=25 % T6-C4=5 % T7-S3=53 %] [23:38:33.030] [SAMPLE-VAL] Sample 53: weight 0.100 -> 0.027 [E:T1-SJ=94 % T2-D3=100 % T3-H6=90 % T4-S5=2 % T5-H4=83 % T6-H5=78 % T7-C6=22 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=49 % T6-C4=19 % T7-S3=85 %] [23:38:33.035] [SAMPLE-VAL] Sample 54: weight 0.100 -> 0.030 [E:T1-SJ=83 % T2-D3=100 % T3-H6=81 % T4-S5=23 % T5-H4=78 % T6-H5=59 % T7-C6=33 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=43 % T6-C4=20 % T7-S3=43 %] [23:38:33.042] [SAMPLE-VAL] Sample 55: weight 0.100 -> 0.021 [E:T1-SJ=90 % T2-D3=100 % T3-H6=58 % T4-S5=27 % T5-H4=38 % T6-H5=13 % T7-C6=27 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=5 % T7-S3=42 %] [23:38:33.047] [SAMPLE-VAL] Sample 56: weight 0.100 -> 0.028 [E:T1-SJ=93 % T2-D3=100 % T3-H6=77 % T4-S5=4 % T5-H4=70 % T6-H5=55 % T7-C6=24 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=51 % T6-C4=17 % T7-S3=81 %] [23:38:33.051] [SAMPLE-VAL] Sample 57: weight 0.100 -> 0.031 [E:T1-SJ=89 % T2-D3=100 % T3-H6=82 % T4-S5=11 % T5-H4=71 % T6-H5=56 % T7-C6=38 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=54 % T6-C4=25 % T7-S3=65 %] [23:38:33.056] [SAMPLE-VAL] Sample 58: weight 0.100 -> 0.026 [E:T1-SJ=87 % T2-D3=100 % T3-H6=85 % T4-S5=5 % T5-H4=81 % T6-H5=72 % T7-C6=11 %, W:T2-D6=53 % T3-DT=0 % T4-DJ=100 % T5-C2=62 % T6-C4=10 % T7-S3=47 %] [23:38:33.060] [SAMPLE-VAL] Sample 59: weight 0.100 -> 0.021 [E:T1-SJ=97 % T2-D3=100 % T3-H6=87 % T4-S5=2 % T5-H4=84 % T6-H5=64 % T7-C6=23 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=10 % T6-C4=3 % T7-S3=72 %] [23:38:33.065] [SAMPLE-VAL] Sample 60: weight 0.100 -> 0.030 [E:T1-SJ=91 % T2-D3=100 % T3-H6=83 % T4-S5=9 % T5-H4=68 % T6-H5=44 % T7-C6=24 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=28 % T7-S3=64 %] [23:38:33.070] [SAMPLE-VAL] Sample 61: weight 0.100 -> 0.026 [E:T1-SJ=90 % T2-D3=100 % T3-H6=91 % T4-S5=10 % T5-H4=90 % T6-H5=79 % T7-C6=31 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=28 % T6-C4=5 % T7-S3=58 %] [23:38:33.074] [SAMPLE-VAL] Sample 62: weight 0.100 -> 0.024 [E:T1-SJ=96 % T2-D3=100 % T3-H6=92 % T4-S5=1 % T5-H4=88 % T6-H5=81 % T7-C6=13 %, W:T2-D6=51 % T3-DT=0 % T4-DJ=100 % T5-C2=48 % T6-C4=8 % T7-S3=61 %] [23:38:33.079] [SAMPLE-VAL] Sample 63: weight 0.100 -> 0.029 [E:T1-SJ=91 % T2-D3=100 % T3-H6=80 % T4-S5=11 % T5-H4=70 % T6-H5=50 % T7-C6=19 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=65 % T6-C4=21 % T7-S3=65 %] [23:38:33.083] [SAMPLE-VAL] Sample 64: weight 0.100 -> 0.022 [E:T1-SJ=76 % T2-D3=100 % T3-H6=48 % T4-S5=56 % T5-H4=31 % T6-H5=10 % T7-C6=30 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=40 % T6-C4=18 % T7-S3=10 %] [23:38:33.087] [SAMPLE-VAL] Sample 65: weight 0.100 -> 0.030 [E:T1-SJ=91 % T2-D3=100 % T3-H6=83 % T4-S5=9 % T5-H4=68 % T6-H5=44 % T7-C6=24 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=28 % T7-S3=64 %] [23:38:33.092] [SAMPLE-VAL] Sample 66: weight 0.100 -> 0.023 [E:T1-SJ=84 % T2-D3=100 % T3-H6=73 % T4-S5=26 % T5-H4=74 % T6-H5=37 % T7-C6=23 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=28 % T6-C4=2 % T7-S3=54 %] [23:38:33.096] [SAMPLE-VAL] Sample 67: weight 0.100 -> 0.026 [E:T1-SJ=94 % T2-D3=100 % T3-H6=90 % T4-S5=3 % T5-H4=86 % T6-H5=77 % T7-C6=13 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=48 % T6-C4=17 % T7-S3=77 %] [23:38:33.101] [SAMPLE-VAL] Sample 68: weight 0.100 -> 0.030 [E:T1-SJ=92 % T2-D3=100 % T3-H6=88 % T4-S5=6 % T5-H4=77 % T6-H5=69 % T7-C6=15 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=27 % T7-S3=66 %] [23:38:33.105] [SAMPLE-VAL] Sample 69: weight 0.100 -> 0.017 [E:T1-SJ=90 % T2-D3=100 % T3-H6=51 % T4-S5=13 % T5-H4=31 % T6-H5=3 % T7-C6=31 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=13 % T6-C4=5 % T7-S3=42 %] [23:38:33.109] [SAMPLE-VAL] Sample 70: weight 0.100 -> 0.022 [E:T1-SJ=95 % T2-D3=100 % T3-H6=79 % T4-S5=3 % T5-H4=69 % T6-H5=51 % T7-C6=21 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=18 % T6-C4=5 % T7-S3=79 %] [23:38:33.113] [SAMPLE-VAL] Sample 71: weight 0.100 -> 0.020 [E:T1-SJ=84 % T2-D3=100 % T3-H6=58 % T4-S5=37 % T5-H4=51 % T6-H5=5 % T7-C6=40 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=20 % T6-C4=5 % T7-S3=24 %] [23:38:33.117] [SAMPLE-VAL] Sample 72: weight 0.100 -> 0.017 [E:T1-SJ=95 % T2-D3=100 % T3-H6=72 % T4-S5=4 % T5-H4=37 % T6-H5=11 % T7-C6=26 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=19 % T6-C4=1 % T7-S3=60 %] [23:38:33.122] [SAMPLE-VAL] Sample 73: weight 0.100 -> 0.026 [E:T1-SJ=86 % T2-D3=100 % T3-H6=58 % T4-S5=33 % T5-H4=45 % T6-H5=17 % T7-C6=18 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=59 % T6-C4=22 % T7-S3=34 %] [23:38:33.126] [SAMPLE-VAL] Sample 74: weight 0.100 -> 0.017 [E:T1-SJ=77 % T2-D3=100 % T3-H6=43 % T4-S5=51 % T5-H4=25 % T6-H5=6 % T7-C6=16 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=7 % T7-S3=11 %] [23:38:33.130] [SAMPLE-VAL] Sample 75: weight 0.100 -> 0.030 [E:T1-SJ=81 % T2-D3=100 % T3-H6=80 % T4-S5=22 % T5-H4=85 % T6-H5=72 % T7-C6=10 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=72 % T6-C4=40 % T7-S3=21 %] [23:38:33.135] [SAMPLE-VAL] Sample 76: weight 0.100 -> 0.029 [E:T1-SJ=81 % T2-D3=100 % T3-H6=69 % T4-S5=29 % T5-H4=62 % T6-H5=43 % T7-C6=11 %, W:T2-D6=48 % T3-DT=0 % T4-DJ=100 % T5-C2=75 % T6-C4=40 % T7-S3=18 %] [23:38:33.139] [SAMPLE-VAL] Sample 77: weight 0.100 -> 0.031 [E:T1-SJ=83 % T2-D3=100 % T3-H6=82 % T4-S5=12 % T5-H4=76 % T6-H5=60 % T7-C6=29 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=39 % T7-S3=37 %] [23:38:33.143] [SAMPLE-VAL] Sample 78: weight 0.100 -> 0.033 [E:T1-SJ=85 % T2-D3=100 % T3-H6=81 % T4-S5=23 % T5-H4=76 % T6-H5=55 % T7-C6=23 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=77 % T6-C4=47 % T7-S3=53 %] [23:38:33.147] [SAMPLE-VAL] Sample 79: weight 0.100 -> 0.028 [E:T1-SJ=82 % T2-D3=100 % T3-H6=73 % T4-S5=20 % T5-H4=68 % T6-H5=42 % T7-C6=21 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=16 % T7-S3=40 %] [23:38:33.152] [SAMPLE-VAL] Sample 80: weight 0.100 -> 0.031 [E:T1-SJ=87 % T2-D3=100 % T3-H6=76 % T4-S5=25 % T5-H4=68 % T6-H5=49 % T7-C6=16 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=28 % T7-S3=59 %] [23:38:33.156] [SAMPLE-VAL] Sample 81: weight 0.100 -> 0.027 [E:T1-SJ=89 % T2-D3=100 % T3-H6=78 % T4-S5=18 % T5-H4=73 % T6-H5=54 % T7-C6=41 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=31 % T6-C4=6 % T7-S3=57 %] [23:38:33.160] [SAMPLE-VAL] Sample 82: weight 0.100 -> 0.030 [E:T1-SJ=91 % T2-D3=100 % T3-H6=81 % T4-S5=9 % T5-H4=65 % T6-H5=52 % T7-C6=22 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=70 % T6-C4=22 % T7-S3=65 %] [23:38:33.164] [SAMPLE-VAL] Sample 83: weight 0.100 -> 0.028 [E:T1-SJ=89 % T2-D3=100 % T3-H6=89 % T4-S5=5 % T5-H4=77 % T6-H5=69 % T7-C6=8 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=84 % T6-C4=31 % T7-S3=61 %] [23:38:33.169] [SAMPLE-VAL] Sample 84: weight 0.100 -> 0.022 [E:T1-SJ=90 % T2-D3=100 % T3-H6=64 % T4-S5=10 % T5-H4=62 % T6-H5=28 % T7-C6=29 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=5 % T7-S3=55 %] [23:38:33.173] [SAMPLE-VAL] Sample 85: weight 0.100 -> 0.025 [E:T1-SJ=84 % T2-D3=100 % T3-H6=59 % T4-S5=36 % T5-H4=40 % T6-H5=17 % T7-C6=36 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=35 % T6-C4=15 % T7-S3=28 %] [23:38:33.177] [SAMPLE-VAL] Sample 86: weight 0.100 -> 0.028 [E:T1-SJ=82 % T2-D3=100 % T3-H6=73 % T4-S5=20 % T5-H4=68 % T6-H5=42 % T7-C6=21 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=16 % T7-S3=40 %] [23:38:33.181] [SAMPLE-VAL] Sample 87: weight 0.100 -> 0.030 [E:T1-SJ=90 % T2-D3=100 % T3-H6=77 % T4-S5=16 % T5-H4=73 % T6-H5=48 % T7-C6=26 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=56 % T6-C4=24 % T7-S3=56 %] [23:38:33.186] [SAMPLE-VAL] Sample 88: weight 0.100 -> 0.023 [E:T1-SJ=95 % T2-D3=100 % T3-H6=80 % T4-S5=4 % T5-H4=73 % T6-H5=55 % T7-C6=19 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=27 % T6-C4=5 % T7-S3=75 %] [23:38:33.190] [SAMPLE-VAL] Sample 89: weight 0.100 -> 0.033 [E:T1-SJ=80 % T2-D3=100 % T3-H6=74 % T4-S5=28 % T5-H4=72 % T6-H5=56 % T7-C6=33 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=54 % T6-C4=34 % T7-S3=58 %] [23:38:33.195] [SAMPLE-VAL] Sample 90: weight 0.100 -> 0.025 [E:T1-SJ=76 % T2-D3=100 % T3-H6=50 % T4-S5=52 % T5-H4=40 % T6-H5=14 % T7-C6=11 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 % T5-C2=65 % T6-C4=27 % T7-S3=13 %] [23:38:33.199] [SAMPLE-VAL] Sample 91: weight 0.100 -> 0.026 [E:T1-SJ=95 % T2-D3=100 % T3-H6=89 % T4-S5=2 % T5-H4=75 % T6-H5=61 % T7-C6=25 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=55 % T6-C4=13 % T7-S3=84 %] [23:38:33.203] [SAMPLE-VAL] Sample 92: weight 0.100 -> 0.031 [E:T1-SJ=87 % T2-D3=100 % T3-H6=78 % T4-S5=24 % T5-H4=75 % T6-H5=50 % T7-C6=17 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=34 % T7-S3=51 %] [23:38:33.207] [SAMPLE-VAL] Sample 93: weight 0.100 -> 0.028 [E:T1-SJ=75 % T2-D3=100 % T3-H6=79 % T4-S5=19 % T5-H4=69 % T6-H5=50 % T7-C6=20 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=39 % T7-S3=11 %] [23:38:33.212] [SAMPLE-VAL] Sample 94: weight 0.100 -> 0.024 [E:T1-SJ=94 % T2-D3=100 % T3-H6=71 % T4-S5=7 % T5-H4=57 % T6-H5=13 % T7-C6=25 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=51 % T6-C4=16 % T7-S3=69 %] [23:38:33.216] [SAMPLE-VAL] Sample 95: weight 0.100 -> 0.031 [E:T1-SJ=85 % T2-D3=100 % T3-H6=78 % T4-S5=25 % T5-H4=78 % T6-H5=55 % T7-C6=18 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=70 % T6-C4=35 % T7-S3=43 %] [23:38:33.220] [SAMPLE-VAL] Sample 96: weight 0.100 -> 0.032 [E:T1-SJ=86 % T2-D3=100 % T3-H6=84 % T4-S5=12 % T5-H4=78 % T6-H5=57 % T7-C6=44 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=54 % T6-C4=26 % T7-S3=62 %] [23:38:33.225] [SAMPLE-VAL] Sample 97: weight 0.100 -> 0.026 [E:T1-SJ=84 % T2-D3=100 % T3-H6=76 % T4-S5=26 % T5-H4=83 % T6-H5=51 % T7-C6=39 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=27 % T6-C4=6 % T7-S3=36 %] [23:38:33.229] [SAMPLE-VAL] Sample 98: weight 0.100 -> 0.023 [E:T1-SJ=88 % T2-D3=100 % T3-H6=63 % T4-S5=31 % T5-H4=35 % T6-H5=11 % T7-C6=59 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=25 % T6-C4=5 % T7-S3=42 %] [23:38:33.233] [SAMPLE-VAL] Sample 99: weight 0.100 -> 0.025 [E:T1-SJ=81 % T2-D3=100 % T3-H6=66 % T4-S5=31 % T5-H4=63 % T6-H5=40 % T7-C6=7 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=64 % T6-C4=16 % T7-S3=18 %] [23:38:33.237] [SAMPLE-VAL] Sample 100: weight 0.100 -> 0.029 [E:T1-SJ=90 % T2-D3=100 % T3-H6=81 % T4-S5=11 % T5-H4=72 % T6-H5=53 % T7-C6=17 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=21 % T7-S3=51 %] [23:38:33.238] [SAMPLE-VAL] Done. Weight range: 0.016-0.033 [23:38:33.238] [SAMPLE-VAL] Top sample 78 (w=0.033): E:J854.J6543.3.A86 W:932.982.JT6.KJ42 [E:T1-SJ=85 % T2-D3=100 % T3-H6=81 % T4-S5=23 % T5-H4=76 % T6-H5=55 % T7-C6=23 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=77 % T6-C4=47 % T7-S3=53 %] [23:38:33.238] [SAMPLE-VAL] Top sample 10 (w=0.033): E:J854.96543.3.A86 W:932.J82.JT6.KJ42 [E:T1-SJ=86 % T2-D3=100 % T3-H6=79 % T4-S5=25 % T5-H4=66 % T6-H5=51 % T7-C6=22 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=36 % T7-S3=61 %] [23:38:33.238] [SAMPLE-VAL] Top sample 26 (w=0.033): E:J852.96543.3.A86 W:943.J82.JT6.KJ42 [E:T1-SJ=86 % T2-D3=100 % T3-H6=79 % T4-S5=25 % T5-H4=66 % T6-H5=51 % T7-C6=22 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=36 % T7-S3=61 %] [23:38:33.238] [SAMPLE-VAL] Top sample 40 (w=0.033): E:J854.86543.3.A86 W:932.J92.JT6.KJ42 [E:T1-SJ=86 % T2-D3=100 % T3-H6=77 % T4-S5=22 % T5-H4=67 % T6-H5=52 % T7-C6=20 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=41 % T7-S3=63 %] [23:38:33.238] [SAMPLE-VAL] Top sample 89 (w=0.033): E:J854.96543.3.AJ6 W:932.J82.JT6.K842 [E:T1-SJ=80 % T2-D3=100 % T3-H6=74 % T4-S5=28 % T5-H4=72 % T6-H5=56 % T7-C6=33 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=54 % T6-C4=34 % T7-S3=58 %] [23:38:33.238] After sample validation: 100 deals remaining [23:38:33.238] [PLAY-INFER] No inference observations detected [23:38:33.239] Using weighted samples: 100/100 have non-uniform weights (range 0.016-0.033) [23:38:33.239] Sample deals (100 total, showing first 20, by weight): [23:38:33.239] [1] (w=0.033) E:J854.J6543.3.A86 AKQ.AKQ7.75.Q975 932.982.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:33.239] [2] (w=0.033) E:J854.96543.3.A86 AKQ.AKQ7.75.Q975 932.J82.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:33.239] [3] (w=0.033) E:J852.96543.3.A86 AKQ.AKQ7.75.Q975 943.J82.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:33.239] [4] (w=0.033) E:J854.86543.3.A86 AKQ.AKQ7.75.Q975 932.J92.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:33.239] [5] (w=0.033) E:J854.96543.3.AJ6 AKQ.AKQ7.75.Q975 932.J82.JT6.K842 T76.T.AKQ9842.T3 [23:38:33.239] [6] (w=0.032) E:J852.J96543.3.86 AKQ.AKQ7.75.Q975 943.82.JT6.AKJ42 T76.T.AKQ9842.T3 [23:38:33.239] [7] (w=0.032) E:J52.J96543.3.AJ6 AKQ.AKQ7.75.Q975 9843.82.JT6.K842 T76.T.AKQ9842.T3 [23:38:33.240] [8] (w=0.032) E:J54.J96543.3.AJ6 AKQ.AKQ7.75.Q975 9832.82.JT6.K842 T76.T.AKQ9842.T3 [23:38:33.240] [9] (w=0.031) E:J854.J6542.3.J86 AKQ.AKQ7.75.Q975 932.983.JT6.AK42 T76.T.AKQ9842.T3 [23:38:33.240] [10] (w=0.031) E:J854.86543.3.KJ6 AKQ.AKQ7.75.Q975 932.J92.JT6.A842 T76.T.AKQ9842.T3 [23:38:33.240] [11] (w=0.031) E:J854.86543.3.K86 AKQ.AKQ7.75.Q975 932.J92.JT6.AJ42 T76.T.AKQ9842.T3 [23:38:33.240] [12] (w=0.031) E:J854.J986542.3.6 AKQ.AKQ7.75.Q975 932.3.JT6.AKJ842 T76.T.AKQ9842.T3 [23:38:33.240] [13] (w=0.031) E:J54.986542.3.AJ6 AKQ.AKQ7.75.Q975 9832.J3.JT6.K842 T76.T.AKQ9842.T3 [23:38:33.240] [14] (w=0.031) E:J54.986543.3.AJ6 AKQ.AKQ7.75.Q975 9832.J2.JT6.K842 T76.T.AKQ9842.T3 [23:38:33.240] [15] (w=0.031) E:J852.J6543.3.K86 AKQ.AKQ7.75.Q975 943.982.JT6.AJ42 T76.T.AKQ9842.T3 [23:38:33.240] [16] (w=0.031) E:J852.96543.3.K86 AKQ.AKQ7.75.Q975 943.J82.JT6.AJ42 T76.T.AKQ9842.T3 [23:38:33.240] [17] (w=0.031) E:J542.65432.3.A86 AKQ.AKQ7.75.Q975 983.J98.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:33.241] [18] (w=0.031) E:J542.96542.3.AJ6 AKQ.AKQ7.75.Q975 983.J83.JT6.K842 T76.T.AKQ9842.T3 [23:38:33.241] [19] (w=0.030) E:J54.986542.3.KJ6 AKQ.AKQ7.75.Q975 9832.J3.JT6.A842 T76.T.AKQ9842.T3 [23:38:33.241] [20] (w=0.030) E:J54.J86543.3.A86 AKQ.AKQ7.75.Q975 9832.92.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:33.241] ... and 80 more [23:38:33.309] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:33.309] S7: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 720, 720, 690, 690, 720, 720, 690, 720, 690, 690, 690, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 720, 690, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 690, 720, 720, 690, 720, 720, 720, 690, 720, 720, 690, 720, 720, 720, 720, 690, 690, 720, 690, 720, 690, 720, 690, 720] [23:38:33.309] HT: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 720, 720, 690, 690, 720, 720, 690, 720, 690, 690, 690, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 720, 690, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 690, 720, 720, 690, 720, 720, 720, 690, 720, 720, 690, 720, 720, 720, 720, 690, 690, 720, 690, 720, 690, 720, 690, 720] [23:38:33.309] D2: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:33.309] C3: [660, 660, 660, 660, 660, 630, 660, 660, 660, 660, 660, 600, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 630, 660, 630, 660, 660, 660, 660, 660, 630, 630, 600, 630, 630, 660, 630, 660, 630, 630, 600, 660, 660, 630, 630, 660, 630, 660, 660, 660, 660, 630, 630, 630, 630, 690, 660, 630, 690, 690, 690, 660, 690, 630, 660, 660, 660, 630, 690, 630, 630, 630, 690, 630, 630, 660, 630, 600, 690, 600, 600, 630, 630, 630, 630, 630, 630, 600, 630, 630, 600] [23:38:33.309] CT: [660, 660, 660, 660, 660, 630, 660, 660, 660, 660, 660, 600, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 660, 630, 660, 630, 660, 660, 660, 660, 660, 630, 630, 600, 630, 630, 660, 630, 660, 630, 630, 600, 660, 660, 630, 630, 660, 630, 660, 660, 660, 660, 630, 630, 630, 630, 690, 660, 630, 690, 690, 690, 660, 690, 630, 660, 660, 660, 630, 690, 630, 630, 630, 690, 630, 630, 660, 630, 600, 690, 600, 600, 630, 630, 630, 630, 630, 630, 600, 630, 630, 600] [23:38:33.309] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:33.309] S7: [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 6, 6, 5, 6, 5, 5, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 6, 6, 5, 6, 6, 6, 5, 6, 6, 5, 6, 6, 6, 6, 5, 5, 6, 5, 6, 5, 6, 5, 6] [23:38:33.310] HT: [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 6, 6, 5, 6, 5, 5, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 6, 6, 5, 6, 6, 6, 5, 6, 6, 5, 6, 6, 6, 6, 5, 5, 6, 5, 6, 5, 6, 5, 6] [23:38:33.310] D2: [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6] [23:38:33.310] C3: [4, 4, 4, 4, 4, 3, 4, 4, 4, 4, 4, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 4, 3, 4, 4, 4, 4, 4, 3, 3, 2, 3, 3, 4, 3, 4, 3, 3, 2, 4, 4, 3, 3, 4, 3, 4, 4, 4, 4, 3, 3, 3, 3, 5, 4, 3, 5, 5, 5, 4, 5, 3, 4, 4, 4, 3, 5, 3, 3, 3, 5, 3, 3, 4, 3, 2, 5, 2, 2, 3, 3, 3, 3, 3, 3, 2, 3, 3, 2] [23:38:33.310] CT: [4, 4, 4, 4, 4, 3, 4, 4, 4, 4, 4, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 4, 3, 4, 4, 4, 4, 4, 3, 3, 2, 3, 3, 4, 3, 4, 3, 3, 2, 4, 4, 3, 3, 4, 3, 4, 4, 4, 4, 3, 3, 3, 3, 5, 4, 3, 5, 5, 5, 4, 5, 3, 4, 4, 4, 3, 5, 3, 3, 3, 5, 3, 3, 4, 3, 2, 5, 2, 2, 3, 3, 3, 3, 3, 3, 2, 3, 3, 2] [23:38:33.310] --- IMP Calculation Output (card -> average IMP) --- [23:38:33.311] D2: 1.26 [23:38:33.311] S7: 1.03 [23:38:33.311] HT: 1.03 [23:38:33.311] C3: -1.65 [23:38:33.311] CT: -1.65 [23:38:33.311] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:33.311] D2: 0.602 [23:38:33.311] S7: 0.449 [23:38:33.311] HT: 0.449 [23:38:33.311] C3: -0.750 [23:38:33.311] CT: -0.750 [23:38:33.311] === DDS DETAILED ANALYSIS === [23:38:33.312] Cards analyzed: 5, Samples per card: 100 [23:38:33.312] [23:38:33.312] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:33.312] ----- ------ --------- ------- ----------- -------------------------------- [23:38:33.312] D2 1.26 6.00 100 % 1 [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6...] [23:38:33.312] S7 1.03 5.78 100 % 2 [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6...] [23:38:33.312] HT 1.03 5.78 100 % 2 [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6...] [23:38:33.312] C3 -1.65 3.58 100 % 4 [4, 4, 4, 4, 4, 3, 4, 4, 4, 4, 4, 2, 4, 4, 4, 4, 4, 4, 4, 4...] [23:38:33.312] CT -1.65 3.58 100 % 4 [4, 4, 4, 4, 4, 3, 4, 4, 4, 4, 4, 2, 4, 4, 4, 4, 4, 4, 4, 4...] [23:38:33.312] [23:38:33.312] Selected: D2 (IMPs=1.26, avgTricks=6.00) [23:38:33.312] =================== [23:38:33.312] Selected: D2 (MP 0.602, 1.26 IMPs, 6.00 tricks) [23:38:33.313] [CLAIM] best line wins all 6 remaining tricks in every sample [23:38:33.313] [stage-timing] ok sample=192ms validate=0ms nn=447ms signal=0ms simgames=5ms dds=66ms total=715ms samples=100 cards=28 [23:38:33.315] === FindBestCardAsync: Position=N, CardsPlayed=28 === [23:38:33.315] Finding card to play for N: T76.T.AKQ9842.T3 [23:38:33.315] Relative position: Dummy, Contract type: NoTrump [23:38:33.316] Cards in hand mask: 5 [23:38:33.316] Candidate: TC = 43.4 % [23:38:33.317] Candidate: TH = 41.1 % [23:38:33.317] Candidate: xS = 8.0 % [23:38:33.317] Candidate: xC = 6.3 % [23:38:33.317] Candidate: xD = 1.2 % [23:38:33.317] Selected: CT (43.4 %) -- 1 tied: HT === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:34 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:34 === [23:38:34.814] === FindBestCardAsync: Position=S, CardsPlayed=30 === [23:38:34.815] Contract: 3N, Declarer: S, Dealer: E [23:38:34.815] Auction: P-2N-P-3N-P-P-P [23:38:34.815] Deal: N:... ... ... ... [23:38:34.815] Position S is on declarer's side - score table shifted by 7 declarer tricks won [23:38:34.815] ****************************** [23:38:34.815] FindMatchingDealsWithPlayInternal Input: [23:38:34.815] Position parameter: S [23:38:34.815] Deal from game: N:... ... ... ... [23:38:34.815] Hand for N: T76.T.AKQ9842.T3 [23:38:34.815] Hand for E: (null) [23:38:34.815] Hand for S: AKQ.AKQ7.75.Q975 [23:38:34.815] Hand for W: (null) [23:38:34.815] Cards played: S9, ST, SJ, SA, D5, D6, DQ, D3, DK, H6, D7, DT, DA, S5, C5, DJ, D8, H4, C7, C2, D9, H5, C9, C4, D4, C6, CQ, S3, D2, C8 [23:38:34.816] Declarer: S [23:38:34.816] ****************************** [23:38:34.816] [DealFinder] Seed from player S hand: -2001559935 [23:38:34.816] [DealFinder] Auction: P-2N-P-3N-P-P-P [23:38:34.816] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [23:38:34.816] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1536MB, gc2=15) [23:38:34.816] [DealFinder] Using cardsPlayedCount=30 for visibility calculation [23:38:34.816] [ExtractPartialDeal] Position=S, Declarer=S, CardsPlayed=30 [23:38:34.816] [ExtractPartialDeal] Visible hands: S, N [23:38:34.816] [ExtractPartialDeal] Input deal: N:... ... ... ... [23:38:34.816] [ExtractPartialDeal] Extracted hands: [23:38:34.816] N: T76.T.AKQ9842.T3 (13 cards) [LOCKED] [23:38:34.817] E: ... (0 cards) [23:38:34.817] S: AKQ.AKQ7.75.Q975 (13 cards) [LOCKED] [23:38:34.817] W: ... (0 cards) [23:38:34.817] [DealFinder] Trump suit from contract '3N': NoTrump [23:38:34.817] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [23:38:34.817] [ComputePlayedCards] Card 1: S9 played by W [23:38:34.817] [ComputePlayedCards] Card 2: ST played by N [23:38:34.817] [ComputePlayedCards] Card 3: SJ played by E [23:38:34.817] [ComputePlayedCards] Card 4: SA played by S [23:38:34.817] [ComputePlayedCards] Trick complete. Winner: S [23:38:34.817] [ComputePlayedCards] Card 5: D5 played by S [23:38:34.817] [ComputePlayedCards] Card 6: D6 played by W [23:38:34.817] [ComputePlayedCards] Card 7: DQ played by N [23:38:34.817] [ComputePlayedCards] Card 8: D3 played by E [23:38:34.817] [ComputePlayedCards] Trick complete. Winner: N [23:38:34.817] [ComputePlayedCards] Card 9: DK played by N [23:38:34.818] [ComputePlayedCards] Card 10: H6 played by E [23:38:34.818] [ComputePlayedCards] Card 11: D7 played by S [23:38:34.818] [ComputePlayedCards] Card 12: DT played by W [23:38:34.818] [ComputePlayedCards] Trick complete. Winner: N [23:38:34.818] [ComputePlayedCards] Card 13: DA played by N [23:38:34.818] [ComputePlayedCards] Card 14: S5 played by E [23:38:34.818] [ComputePlayedCards] Card 15: C5 played by S [23:38:34.818] [ComputePlayedCards] Card 16: DJ played by W [23:38:34.818] [ComputePlayedCards] Trick complete. Winner: N [23:38:34.818] [ComputePlayedCards] Card 17: D8 played by N [23:38:34.818] [ComputePlayedCards] Card 18: H4 played by E [23:38:34.818] [ComputePlayedCards] Card 19: C7 played by S [23:38:34.818] [ComputePlayedCards] Card 20: C2 played by W [23:38:34.818] [ComputePlayedCards] Trick complete. Winner: N [23:38:34.818] [ComputePlayedCards] Card 21: D9 played by N [23:38:34.819] [ComputePlayedCards] Card 22: H5 played by E [23:38:34.819] [ComputePlayedCards] Card 23: C9 played by S [23:38:34.819] [ComputePlayedCards] Card 24: C4 played by W [23:38:34.819] [ComputePlayedCards] Trick complete. Winner: N [23:38:34.819] [ComputePlayedCards] Card 25: D4 played by N [23:38:34.819] [ComputePlayedCards] Card 26: C6 played by E [23:38:34.819] [ComputePlayedCards] Card 27: CQ played by S [23:38:34.819] [ComputePlayedCards] Card 28: S3 played by W [23:38:34.819] [ComputePlayedCards] Trick complete. Winner: N [23:38:34.819] [ComputePlayedCards] Card 29: D2 played by N [23:38:34.819] [ComputePlayedCards] Card 30: C8 played by E [23:38:34.819] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: ST, DQ, DK, DA, D8, D9, D4, D2 [23:38:34.819] [DealFinder] Added 8 played cards to E (was 0 cards): SJ, D3, H6, S5, H4, H5, C6, C8 [23:38:34.820] [DealFinder] Locked player S has complete 13-card hand, skipping played cards: SA, D5, D7, C5, C7, C9, CQ [23:38:34.820] [DealFinder] Added 7 played cards to W (was 0 cards): S9, D6, DT, DJ, C2, C4, S3 [23:38:34.820] [DealFinder] Show-out: E void in Diamonds (bidding said [0-13], already held 1) [23:38:34.820] [DealFinder] Show-out: W void in Diamonds (bidding said [0-13], already held 3) [23:38:34.820] [DealFinder] Propagated E: HCP[0-11], Suits=S[0-7] H[0-8] D[1-1] C[0-7] (2 iterations) [23:38:34.820] [DealFinder] Propagated W: HCP[0-11], Suits=S[0-7] H[0-8] D[3-3] C[0-7] (2 iterations) [23:38:34.820] [DealFinder] Re-propagated HCP after played-card floor: E HCP[1-10] [23:38:34.820] [DealFinder] Re-propagated HCP after played-card floor: W HCP[1-10] [23:38:34.821] [DealFinder] Known cards per player: N=13, E=8, S=13, W=7 [23:38:34.821] [DealFinder] Locked players: N, S [23:38:34.821] [DealFinder] Total known cards: 41, Remaining deck: 11, Cards to deal: 11 [23:38:34.821] [DealFinder] Players needing cards: E:5, W:6 [23:38:34.821] Small number of cards remaining. Switching to combinatorial generation (DDS limit=100). [23:38:34.907] [DealFinder] Combinatorial: enumerated 462, perfect 423, sending 100 to DDS [23:38:34.907] [Timing] Total: 91ms, Generation: 0ms, Verification: 0ms [23:38:34.907] [Timing] Attempts: 1, PassedSimpleCheck: 0, FailedVerification: 0, Found: 423 [23:38:34.907] Search complete. Returning 100 deals. [23:38:34.907] Found 100 sample deals for simulation. [23:38:34.907] Valid deals for DDS: 100 / 100 [23:38:34.907] [SAMPLE-VAL] Validating 100 samples, hidden: E,W, contract: NT [23:38:34.922] [SAMPLE-VAL] Opening lead NN validation (S9): 100/100 samples adjusted [23:38:34.923] [SAMPLE-VAL] T1: W=S9 N=ST E=SJ S=SA (leader=W) [23:38:34.923] [SAMPLE-VAL] T2: S=D5 W=D6 N=DQ E=D3 (leader=S) [23:38:34.923] [SAMPLE-VAL] T3: N=DK E=H6 S=D7 W=DT (leader=N) [23:38:34.923] [SAMPLE-VAL] T4: N=DA E=S5 S=C5 W=DJ (leader=N) [23:38:34.923] [SAMPLE-VAL] T5: N=D8 E=H4 S=C7 W=C2 (leader=N) [23:38:34.923] [SAMPLE-VAL] T6: N=D9 E=H5 S=C9 W=C4 (leader=N) [23:38:34.923] [SAMPLE-VAL] T7: N=D4 E=C6 S=CQ W=S3 (leader=N) [23:38:34.924] [SAMPLE-VAL] T8: N=D2 E=C8 (leader=N) (partial) [23:38:34.928] [SAMPLE-VAL] Sample 1: weight 0.100 -> 0.018 [E:T1-SJ=87 % T2-D3=100 % T3-H6=63 % T4-S5=22 % T5-H4=36 % T6-H5=9 % T7-C6=20 % T8-C8=44 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=26 % T6-C4=1 % T7-S3=42 %] [23:38:34.933] [SAMPLE-VAL] Sample 2: weight 0.100 -> 0.020 [E:T1-SJ=77 % T2-D3=100 % T3-H6=47 % T4-S5=52 % T5-H4=34 % T6-H5=9 % T7-C6=13 % T8-C8=9 %, W:T2-D6=35 % T3-DT=0 % T4-DJ=100 % T5-C2=61 % T6-C4=17 % T7-S3=12 %] [23:38:34.938] [SAMPLE-VAL] Sample 3: weight 0.100 -> 0.020 [E:T1-SJ=95 % T2-D3=100 % T3-H6=93 % T4-S5=2 % T5-H4=88 % T6-H5=76 % T7-C6=16 % T8-C8=19 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=14 % T6-C4=5 % T7-S3=77 %] [23:38:34.942] [SAMPLE-VAL] Sample 4: weight 0.100 -> 0.027 [E:T1-SJ=81 % T2-D3=100 % T3-H6=69 % T4-S5=29 % T5-H4=62 % T6-H5=43 % T7-C6=11 % T8-C8=12 %, W:T2-D6=48 % T3-DT=0 % T4-DJ=100 % T5-C2=75 % T6-C4=40 % T7-S3=18 %] [23:38:34.947] [SAMPLE-VAL] Sample 5: weight 0.100 -> 0.022 [E:T1-SJ=90 % T2-D3=100 % T3-H6=55 % T4-S5=25 % T5-H4=38 % T6-H5=14 % T7-C6=20 % T8-C8=44 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=19 % T6-C4=6 % T7-S3=55 %] [23:38:34.951] [SAMPLE-VAL] Sample 6: weight 0.100 -> 0.031 [E:T1-SJ=84 % T2-D3=100 % T3-H6=78 % T4-S5=17 % T5-H4=69 % T6-H5=50 % T7-C6=15 % T8-C8=21 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=86 % T6-C4=54 % T7-S3=52 %] [23:38:34.956] [SAMPLE-VAL] Sample 7: weight 0.100 -> 0.027 [E:T1-SJ=89 % T2-D3=100 % T3-H6=87 % T4-S5=5 % T5-H4=77 % T6-H5=70 % T7-C6=7 % T8-C8=13 %, W:T2-D6=52 % T3-DT=0 % T4-DJ=100 % T5-C2=83 % T6-C4=36 % T7-S3=56 %] [23:38:34.960] [SAMPLE-VAL] Sample 8: weight 0.100 -> 0.026 [E:T1-SJ=91 % T2-D3=100 % T3-H6=86 % T4-S5=5 % T5-H4=79 % T6-H5=71 % T7-C6=11 % T8-C8=14 %, W:T2-D6=51 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=22 % T7-S3=56 %] [23:38:34.965] [SAMPLE-VAL] Sample 9: weight 0.100 -> 0.024 [E:T1-SJ=91 % T2-D3=100 % T3-H6=87 % T4-S5=8 % T5-H4=88 % T6-H5=76 % T7-C6=16 % T8-C8=17 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 % T5-C2=27 % T6-C4=7 % T7-S3=56 %] [23:38:34.969] [SAMPLE-VAL] Sample 10: weight 0.100 -> 0.020 [E:T1-SJ=88 % T2-D3=100 % T3-H6=63 % T4-S5=19 % T5-H4=41 % T6-H5=18 % T7-C6=21 % T8-C8=44 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=31 % T6-C4=2 % T7-S3=46 %] [23:38:34.974] [SAMPLE-VAL] Sample 11: weight 0.100 -> 0.018 [E:T1-SJ=75 % T2-D3=100 % T3-H6=39 % T4-S5=51 % T5-H4=31 % T6-H5=4 % T7-C6=14 % T8-C8=26 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=20 % T6-C4=9 % T7-S3=14 %] [23:38:34.978] [SAMPLE-VAL] Sample 12: weight 0.100 -> 0.026 [E:T1-SJ=95 % T2-D3=100 % T3-H6=89 % T4-S5=2 % T5-H4=75 % T6-H5=61 % T7-C6=25 % T8-C8=33 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=55 % T6-C4=13 % T7-S3=84 %] [23:38:34.982] [SAMPLE-VAL] Sample 13: weight 0.100 -> 0.029 [E:T1-SJ=83 % T2-D3=100 % T3-H6=75 % T4-S5=26 % T5-H4=68 % T6-H5=51 % T7-C6=14 % T8-C8=15 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=30 % T7-S3=49 %] [23:38:34.987] [SAMPLE-VAL] Sample 14: weight 0.100 -> 0.029 [E:T1-SJ=91 % T2-D3=100 % T3-H6=83 % T4-S5=9 % T5-H4=68 % T6-H5=44 % T7-C6=24 % T8-C8=35 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=28 % T7-S3=64 %] [23:38:34.991] [SAMPLE-VAL] Sample 15: weight 0.100 -> 0.027 [E:T1-SJ=91 % T2-D3=100 % T3-H6=92 % T4-S5=7 % T5-H4=91 % T6-H5=80 % T7-C6=12 % T8-C8=15 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=66 % T6-C4=25 % T7-S3=48 %] [23:38:34.996] [SAMPLE-VAL] Sample 16: weight 0.100 -> 0.030 [E:T1-SJ=84 % T2-D3=100 % T3-H6=73 % T4-S5=20 % T5-H4=68 % T6-H5=53 % T7-C6=14 % T8-C8=14 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=33 % T7-S3=48 %] [23:38:35.000] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.018 [E:T1-SJ=85 % T2-D3=100 % T3-H6=48 % T4-S5=26 % T5-H4=44 % T6-H5=13 % T7-C6=29 % T8-C8=27 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=9 % T6-C4=4 % T7-S3=20 %] [23:38:35.004] [SAMPLE-VAL] Sample 18: weight 0.100 -> 0.020 [E:T1-SJ=95 % T2-D3=100 % T3-H6=72 % T4-S5=3 % T5-H4=73 % T6-H5=36 % T7-C6=29 % T8-C8=28 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=12 % T6-C4=4 % T7-S3=73 %] [23:38:35.009] [SAMPLE-VAL] Sample 19: weight 0.100 -> 0.022 [E:T1-SJ=91 % T2-D3=100 % T3-H6=79 % T4-S5=12 % T5-H4=57 % T6-H5=41 % T7-C6=22 % T8-C8=41 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=33 % T6-C4=2 % T7-S3=57 %] [23:38:35.013] [SAMPLE-VAL] Sample 20: weight 0.100 -> 0.027 [E:T1-SJ=91 % T2-D3=100 % T3-H6=80 % T4-S5=11 % T5-H4=70 % T6-H5=50 % T7-C6=19 % T8-C8=14 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=65 % T6-C4=21 % T7-S3=65 %] [23:38:35.018] [SAMPLE-VAL] Sample 21: weight 0.100 -> 0.020 [E:T1-SJ=75 % T2-D3=100 % T3-H6=33 % T4-S5=69 % T5-H4=31 % T6-H5=6 % T7-C6=11 % T8-C8=10 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=49 % T6-C4=23 % T7-S3=19 %] [23:38:35.022] [SAMPLE-VAL] Sample 22: weight 0.100 -> 0.027 [E:T1-SJ=91 % T2-D3=100 % T3-H6=80 % T4-S5=10 % T5-H4=69 % T6-H5=47 % T7-C6=16 % T8-C8=20 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=24 % T7-S3=51 %] [23:38:35.027] [SAMPLE-VAL] Sample 23: weight 0.100 -> 0.019 [E:T1-SJ=85 % T2-D3=100 % T3-H6=52 % T4-S5=34 % T5-H4=49 % T6-H5=6 % T7-C6=18 % T8-C8=16 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=16 % T6-C4=8 % T7-S3=36 %] [23:38:35.032] [SAMPLE-VAL] Sample 24: weight 0.100 -> 0.020 [E:T1-SJ=90 % T2-D3=100 % T3-H6=61 % T4-S5=23 % T5-H4=31 % T6-H5=10 % T7-C6=24 % T8-C8=47 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=5 % T7-S3=48 %] [23:38:35.036] [SAMPLE-VAL] Sample 25: weight 0.100 -> 0.027 [E:T1-SJ=76 % T2-D3=100 % T3-H6=73 % T4-S5=22 % T5-H4=56 % T6-H5=34 % T7-C6=9 % T8-C8=18 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=94 % T6-C4=69 % T7-S3=20 %] [23:38:35.040] [SAMPLE-VAL] Sample 26: weight 0.100 -> 0.027 [E:T1-SJ=92 % T2-D3=100 % T3-H6=88 % T4-S5=6 % T5-H4=80 % T6-H5=72 % T7-C6=13 % T8-C8=13 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=60 % T6-C4=20 % T7-S3=66 %] [23:38:35.045] [SAMPLE-VAL] Sample 27: weight 0.100 -> 0.023 [E:T1-SJ=95 % T2-D3=100 % T3-H6=91 % T4-S5=2 % T5-H4=85 % T6-H5=77 % T7-C6=13 % T8-C8=10 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=51 % T6-C4=13 % T7-S3=83 %] [23:38:35.049] [SAMPLE-VAL] Sample 28: weight 0.100 -> 0.028 [E:T1-SJ=88 % T2-D3=100 % T3-H6=86 % T4-S5=6 % T5-H4=73 % T6-H5=57 % T7-C6=12 % T8-C8=24 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=83 % T6-C4=34 % T7-S3=62 %] [23:38:35.054] [SAMPLE-VAL] Sample 29: weight 0.100 -> 0.027 [E:T1-SJ=92 % T2-D3=100 % T3-H6=82 % T4-S5=12 % T5-H4=73 % T6-H5=52 % T7-C6=18 % T8-C8=18 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=59 % T6-C4=17 % T7-S3=62 %] [23:38:35.059] [SAMPLE-VAL] Sample 30: weight 0.100 -> 0.031 [E:T1-SJ=86 % T2-D3=100 % T3-H6=77 % T4-S5=22 % T5-H4=67 % T6-H5=52 % T7-C6=20 % T8-C8=27 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=41 % T7-S3=63 %] [23:38:35.063] [SAMPLE-VAL] Sample 31: weight 0.100 -> 0.029 [E:T1-SJ=91 % T2-D3=100 % T3-H6=81 % T4-S5=9 % T5-H4=65 % T6-H5=52 % T7-C6=22 % T8-C8=30 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=70 % T6-C4=22 % T7-S3=65 %] [23:38:35.068] [SAMPLE-VAL] Sample 32: weight 0.100 -> 0.025 [E:T1-SJ=95 % T2-D3=100 % T3-H6=87 % T4-S5=3 % T5-H4=78 % T6-H5=59 % T7-C6=18 % T8-C8=20 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=58 % T6-C4=16 % T7-S3=71 %] [23:38:35.072] [SAMPLE-VAL] Sample 33: weight 0.100 -> 0.018 [E:T1-SJ=87 % T2-D3=100 % T3-H6=63 % T4-S5=22 % T5-H4=36 % T6-H5=9 % T7-C6=20 % T8-C8=44 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=26 % T6-C4=1 % T7-S3=42 %] [23:38:35.077] [SAMPLE-VAL] Sample 34: weight 0.100 -> 0.026 [E:T1-SJ=71 % T2-D3=100 % T3-H6=56 % T4-S5=63 % T5-H4=57 % T6-H5=27 % T7-C6=14 % T8-C8=15 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=72 % T6-C4=35 % T7-S3=23 %] [23:38:35.082] [SAMPLE-VAL] Sample 35: weight 0.100 -> 0.029 [E:T1-SJ=91 % T2-D3=100 % T3-H6=83 % T4-S5=9 % T5-H4=68 % T6-H5=44 % T7-C6=24 % T8-C8=35 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=28 % T7-S3=64 %] [23:38:35.088] [SAMPLE-VAL] Sample 36: weight 0.100 -> 0.019 [E:T1-SJ=90 % T2-D3=100 % T3-H6=59 % T4-S5=26 % T5-H4=36 % T6-H5=9 % T7-C6=19 % T8-C8=47 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=13 % T6-C4=4 % T7-S3=46 %] [23:38:35.094] [SAMPLE-VAL] Sample 37: weight 0.100 -> 0.029 [E:T1-SJ=84 % T2-D3=100 % T3-H6=88 % T4-S5=11 % T5-H4=81 % T6-H5=72 % T7-C6=12 % T8-C8=15 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=84 % T6-C4=48 % T7-S3=51 %] [23:38:35.098] [SAMPLE-VAL] Sample 38: weight 0.100 -> 0.027 [E:T1-SJ=91 % T2-D3=100 % T3-H6=80 % T4-S5=10 % T5-H4=69 % T6-H5=47 % T7-C6=16 % T8-C8=20 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=68 % T6-C4=24 % T7-S3=51 %] [23:38:35.103] [SAMPLE-VAL] Sample 39: weight 0.100 -> 0.029 [E:T1-SJ=86 % T2-D3=100 % T3-H6=73 % T4-S5=18 % T5-H4=68 % T6-H5=53 % T7-C6=16 % T8-C8=11 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=72 % T6-C4=38 % T7-S3=57 %] [23:38:35.107] [SAMPLE-VAL] Sample 40: weight 0.100 -> 0.025 [E:T1-SJ=91 % T2-D3=100 % T3-H6=73 % T4-S5=17 % T5-H4=67 % T6-H5=46 % T7-C6=20 % T8-C8=25 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=28 % T6-C4=8 % T7-S3=57 %] [23:38:35.113] [SAMPLE-VAL] Sample 41: weight 0.100 -> 0.018 [E:T1-SJ=88 % T2-D3=100 % T3-H6=44 % T4-S5=15 % T5-H4=31 % T6-H5=5 % T7-C6=26 % T8-C8=36 %, W:T2-D6=48 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=6 % T7-S3=44 %] [23:38:35.120] [SAMPLE-VAL] Sample 42: weight 0.100 -> 0.021 [E:T1-SJ=95 % T2-D3=100 % T3-H6=79 % T4-S5=3 % T5-H4=69 % T6-H5=51 % T7-C6=21 % T8-C8=17 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=18 % T6-C4=5 % T7-S3=79 %] [23:38:35.127] [SAMPLE-VAL] Sample 43: weight 0.100 -> 0.019 [E:T1-SJ=85 % T2-D3=100 % T3-H6=56 % T4-S5=33 % T5-H4=47 % T6-H5=5 % T7-C6=20 % T8-C8=30 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=7 % T7-S3=35 %] [23:38:35.135] [SAMPLE-VAL] Sample 44: weight 0.100 -> 0.018 [E:T1-SJ=85 % T2-D3=100 % T3-H6=48 % T4-S5=26 % T5-H4=44 % T6-H5=13 % T7-C6=29 % T8-C8=27 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=9 % T6-C4=4 % T7-S3=20 %] [23:38:35.142] [SAMPLE-VAL] Sample 45: weight 0.100 -> 0.019 [E:T1-SJ=72 % T2-D3=100 % T3-H6=35 % T4-S5=77 % T5-H4=25 % T6-H5=6 % T7-C6=13 % T8-C8=10 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=53 % T6-C4=22 % T7-S3=11 %] [23:38:35.149] [SAMPLE-VAL] Sample 46: weight 0.100 -> 0.029 [E:T1-SJ=89 % T2-D3=100 % T3-H6=85 % T4-S5=10 % T5-H4=72 % T6-H5=52 % T7-C6=23 % T8-C8=39 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=70 % T6-C4=23 % T7-S3=64 %] [23:38:35.156] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.026 [E:T1-SJ=95 % T2-D3=100 % T3-H6=89 % T4-S5=2 % T5-H4=75 % T6-H5=61 % T7-C6=25 % T8-C8=33 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=55 % T6-C4=13 % T7-S3=84 %] [23:38:35.162] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.022 [E:T1-SJ=95 % T2-D3=100 % T3-H6=82 % T4-S5=4 % T5-H4=67 % T6-H5=48 % T7-C6=23 % T8-C8=36 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=14 % T6-C4=5 % T7-S3=82 %] [23:38:35.169] [SAMPLE-VAL] Sample 49: weight 0.100 -> 0.020 [E:T1-SJ=90 % T2-D3=100 % T3-H6=58 % T4-S5=27 % T5-H4=38 % T6-H5=13 % T7-C6=27 % T8-C8=22 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=5 % T7-S3=42 %] [23:38:35.175] [SAMPLE-VAL] Sample 50: weight 0.100 -> 0.018 [E:T1-SJ=95 % T2-D3=100 % T3-H6=63 % T4-S5=7 % T5-H4=41 % T6-H5=13 % T7-C6=23 % T8-C8=15 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=12 % T6-C4=4 % T7-S3=59 %] [23:38:35.181] [SAMPLE-VAL] Sample 51: weight 0.100 -> 0.026 [E:T1-SJ=81 % T2-D3=100 % T3-H6=61 % T4-S5=39 % T5-H4=59 % T6-H5=35 % T7-C6=13 % T8-C8=10 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=72 % T6-C4=33 % T7-S3=23 %] [23:38:35.187] [SAMPLE-VAL] Sample 52: weight 0.100 -> 0.018 [E:T1-SJ=90 % T2-D3=100 % T3-H6=68 % T4-S5=21 % T5-H4=28 % T6-H5=8 % T7-C6=26 % T8-C8=39 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=22 % T6-C4=1 % T7-S3=41 %] [23:38:35.194] [SAMPLE-VAL] Sample 53: weight 0.100 -> 0.029 [E:T1-SJ=83 % T2-D3=100 % T3-H6=75 % T4-S5=26 % T5-H4=68 % T6-H5=51 % T7-C6=14 % T8-C8=15 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=30 % T7-S3=49 %] [23:38:35.200] [SAMPLE-VAL] Sample 54: weight 0.100 -> 0.032 [E:T1-SJ=85 % T2-D3=100 % T3-H6=81 % T4-S5=23 % T5-H4=76 % T6-H5=55 % T7-C6=23 % T8-C8=32 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=77 % T6-C4=47 % T7-S3=53 %] [23:38:35.206] [SAMPLE-VAL] Sample 55: weight 0.100 -> 0.022 [E:T1-SJ=94 % T2-D3=100 % T3-H6=82 % T4-S5=4 % T5-H4=71 % T6-H5=49 % T7-C6=20 % T8-C8=35 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=14 % T6-C4=5 % T7-S3=79 %] [23:38:35.212] [SAMPLE-VAL] Sample 56: weight 0.100 -> 0.021 [E:T1-SJ=95 % T2-D3=100 % T3-H6=83 % T4-S5=5 % T5-H4=76 % T6-H5=50 % T7-C6=22 % T8-C8=23 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=5 % T7-S3=74 %] [23:38:35.218] [SAMPLE-VAL] Sample 57: weight 0.100 -> 0.028 [E:T1-SJ=83 % T2-D3=100 % T3-H6=73 % T4-S5=24 % T5-H4=56 % T6-H5=9 % T7-C6=17 % T8-C8=26 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=87 % T6-C4=54 % T7-S3=46 %] [23:38:35.224] [SAMPLE-VAL] Sample 58: weight 0.100 -> 0.024 [E:T1-SJ=91 % T2-D3=100 % T3-H6=76 % T4-S5=15 % T5-H4=60 % T6-H5=40 % T7-C6=21 % T8-C8=44 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=21 % T6-C4=6 % T7-S3=67 %] [23:38:35.230] [SAMPLE-VAL] Sample 59: weight 0.100 -> 0.029 [E:T1-SJ=85 % T2-D3=100 % T3-H6=78 % T4-S5=25 % T5-H4=78 % T6-H5=55 % T7-C6=18 % T8-C8=17 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=70 % T6-C4=35 % T7-S3=43 %] [23:38:35.236] [SAMPLE-VAL] Sample 60: weight 0.100 -> 0.029 [E:T1-SJ=86 % T2-D3=100 % T3-H6=73 % T4-S5=18 % T5-H4=68 % T6-H5=53 % T7-C6=16 % T8-C8=11 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=72 % T6-C4=38 % T7-S3=57 %] [23:38:35.243] [SAMPLE-VAL] Sample 61: weight 0.100 -> 0.028 [E:T1-SJ=84 % T2-D3=100 % T3-H6=63 % T4-S5=34 % T5-H4=47 % T6-H5=24 % T7-C6=23 % T8-C8=26 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=64 % T6-C4=29 % T7-S3=42 %] [23:38:35.249] [SAMPLE-VAL] Sample 62: weight 0.100 -> 0.027 [E:T1-SJ=91 % T2-D3=100 % T3-H6=78 % T4-S5=11 % T5-H4=68 % T6-H5=52 % T7-C6=18 % T8-C8=16 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=62 % T6-C4=18 % T7-S3=67 %] [23:38:35.255] [SAMPLE-VAL] Sample 63: weight 0.100 -> 0.028 [E:T1-SJ=90 % T2-D3=100 % T3-H6=89 % T4-S5=6 % T5-H4=79 % T6-H5=70 % T7-C6=14 % T8-C8=24 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=70 % T6-C4=24 % T7-S3=64 %] [23:38:35.261] [SAMPLE-VAL] Sample 64: weight 0.100 -> 0.021 [E:T1-SJ=80 % T2-D3=100 % T3-H6=50 % T4-S5=48 % T5-H4=33 % T6-H5=12 % T7-C6=15 % T8-C8=8 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=63 % T6-C4=26 % T7-S3=13 %] [23:38:35.267] [SAMPLE-VAL] Sample 65: weight 0.100 -> 0.024 [E:T1-SJ=91 % T2-D3=100 % T3-H6=76 % T4-S5=15 % T5-H4=60 % T6-H5=40 % T7-C6=21 % T8-C8=44 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=21 % T6-C4=6 % T7-S3=67 %] [23:38:35.273] [SAMPLE-VAL] Sample 66: weight 0.100 -> 0.027 [E:T1-SJ=70 % T2-D3=100 % T3-H6=77 % T4-S5=37 % T5-H4=79 % T6-H5=60 % T7-C6=6 % T8-C8=10 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=91 % T6-C4=54 % T7-S3=21 %] [23:38:35.279] [SAMPLE-VAL] Sample 67: weight 0.100 -> 0.029 [E:T1-SJ=91 % T2-D3=100 % T3-H6=81 % T4-S5=9 % T5-H4=65 % T6-H5=52 % T7-C6=22 % T8-C8=30 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=70 % T6-C4=22 % T7-S3=65 %] [23:38:35.285] [SAMPLE-VAL] Sample 68: weight 0.100 -> 0.016 [E:T1-SJ=68 % T2-D3=100 % T3-H6=45 % T4-S5=61 % T5-H4=39 % T6-H5=8 % T7-C6=13 % T8-C8=16 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=13 % T6-C4=5 % T7-S3=12 %] [23:38:35.291] [SAMPLE-VAL] Sample 69: weight 0.100 -> 0.024 [E:T1-SJ=90 % T2-D3=100 % T3-H6=74 % T4-S5=16 % T5-H4=63 % T6-H5=40 % T7-C6=19 % T8-C8=42 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=20 % T6-C4=7 % T7-S3=62 %] [23:38:35.298] [SAMPLE-VAL] Sample 70: weight 0.100 -> 0.027 [E:T1-SJ=91 % T2-D3=100 % T3-H6=80 % T4-S5=11 % T5-H4=70 % T6-H5=50 % T7-C6=19 % T8-C8=14 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=65 % T6-C4=21 % T7-S3=65 %] [23:38:35.304] [SAMPLE-VAL] Sample 71: weight 0.100 -> 0.020 [E:T1-SJ=90 % T2-D3=100 % T3-H6=58 % T4-S5=27 % T5-H4=38 % T6-H5=13 % T7-C6=27 % T8-C8=22 %, W:T2-D6=50 % T3-DT=0 % T4-DJ=100 % T5-C2=15 % T6-C4=5 % T7-S3=42 %] [23:38:35.311] [SAMPLE-VAL] Sample 72: weight 0.100 -> 0.026 [E:T1-SJ=95 % T2-D3=100 % T3-H6=86 % T4-S5=2 % T5-H4=72 % T6-H5=48 % T7-C6=22 % T8-C8=29 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=62 % T6-C4=17 % T7-S3=84 %] [23:38:35.318] [SAMPLE-VAL] Sample 73: weight 0.100 -> 0.027 [E:T1-SJ=94 % T2-D3=100 % T3-H6=90 % T4-S5=2 % T5-H4=77 % T6-H5=58 % T7-C6=18 % T8-C8=26 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=75 % T6-C4=23 % T7-S3=79 %] [23:38:35.325] [SAMPLE-VAL] Sample 74: weight 0.100 -> 0.022 [E:T1-SJ=95 % T2-D3=100 % T3-H6=80 % T4-S5=4 % T5-H4=73 % T6-H5=55 % T7-C6=19 % T8-C8=20 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=27 % T6-C4=5 % T7-S3=75 %] [23:38:35.332] [SAMPLE-VAL] Sample 75: weight 0.100 -> 0.025 [E:T1-SJ=95 % T2-D3=100 % T3-H6=87 % T4-S5=3 % T5-H4=78 % T6-H5=59 % T7-C6=18 % T8-C8=20 %, W:T2-D6=38 % T3-DT=0 % T4-DJ=100 % T5-C2=58 % T6-C4=16 % T7-S3=71 %] [23:38:35.340] [SAMPLE-VAL] Sample 76: weight 0.100 -> 0.019 [E:T1-SJ=95 % T2-D3=100 % T3-H6=68 % T4-S5=8 % T5-H4=50 % T6-H5=16 % T7-C6=21 % T8-C8=21 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=14 % T6-C4=4 % T7-S3=59 %] [23:38:35.346] [SAMPLE-VAL] Sample 77: weight 0.100 -> 0.023 [E:T1-SJ=74 % T2-D3=100 % T3-H6=57 % T4-S5=51 % T5-H4=34 % T6-H5=8 % T7-C6=19 % T8-C8=26 %, W:T2-D6=36 % T3-DT=0 % T4-DJ=100 % T5-C2=70 % T6-C4=25 % T7-S3=12 %] [23:38:35.353] [SAMPLE-VAL] Sample 78: weight 0.100 -> 0.024 [E:T1-SJ=85 % T2-D3=100 % T3-H6=75 % T4-S5=23 % T5-H4=78 % T6-H5=37 % T7-C6=20 % T8-C8=30 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=20 % T6-C4=10 % T7-S3=52 %] [23:38:35.359] [SAMPLE-VAL] Sample 79: weight 0.100 -> 0.023 [E:T1-SJ=97 % T2-D3=100 % T3-H6=91 % T4-S5=2 % T5-H4=81 % T6-H5=74 % T7-C6=16 % T8-C8=19 %, W:T2-D6=49 % T3-DT=0 % T4-DJ=100 % T5-C2=42 % T6-C4=10 % T7-S3=68 %] [23:38:35.365] [SAMPLE-VAL] Sample 80: weight 0.100 -> 0.017 [E:T1-SJ=95 % T2-D3=100 % T3-H6=54 % T4-S5=4 % T5-H4=38 % T6-H5=13 % T7-C6=29 % T8-C8=27 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=8 % T6-C4=4 % T7-S3=51 %] [23:38:35.372] [SAMPLE-VAL] Sample 81: weight 0.100 -> 0.029 [E:T1-SJ=90 % T2-D3=100 % T3-H6=93 % T4-S5=7 % T5-H4=87 % T6-H5=76 % T7-C6=16 % T8-C8=22 %, W:T2-D6=34 % T3-DT=0 % T4-DJ=100 % T5-C2=72 % T6-C4=31 % T7-S3=63 %] [23:38:35.378] [SAMPLE-VAL] Sample 82: weight 0.100 -> 0.019 [E:T1-SJ=84 % T2-D3=100 % T3-H6=54 % T4-S5=35 % T5-H4=41 % T6-H5=11 % T7-C6=19 % T8-C8=27 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=13 % T6-C4=6 % T7-S3=26 %] [23:38:35.384] [SAMPLE-VAL] Sample 83: weight 0.100 -> 0.025 [E:T1-SJ=83 % T2-D3=100 % T3-H6=62 % T4-S5=39 % T5-H4=46 % T6-H5=18 % T7-C6=17 % T8-C8=17 %, W:T2-D6=37 % T3-DT=0 % T4-DJ=100 % T5-C2=61 % T6-C4=19 % T7-S3=34 %] [23:38:35.391] [SAMPLE-VAL] Sample 84: weight 0.100 -> 0.025 [E:T1-SJ=76 % T2-D3=100 % T3-H6=54 % T4-S5=49 % T5-H4=38 % T6-H5=14 % T7-C6=19 % T8-C8=20 %, W:T2-D6=43 % T3-DT=0 % T4-DJ=100 % T5-C2=75 % T6-C4=38 % T7-S3=15 %] [23:38:35.397] [SAMPLE-VAL] Sample 85: weight 0.100 -> 0.022 [E:T1-SJ=91 % T2-D3=100 % T3-H6=83 % T4-S5=16 % T5-H4=64 % T6-H5=37 % T7-C6=22 % T8-C8=42 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=27 % T6-C4=2 % T7-S3=50 %] [23:38:35.403] [SAMPLE-VAL] Sample 86: weight 0.100 -> 0.019 [E:T1-SJ=96 % T2-D3=100 % T3-H6=79 % T4-S5=4 % T5-H4=66 % T6-H5=33 % T7-C6=31 % T8-C8=49 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=6 % T6-C4=2 % T7-S3=73 %] [23:38:35.409] [SAMPLE-VAL] Sample 87: weight 0.100 -> 0.019 [E:T1-SJ=92 % T2-D3=100 % T3-H6=68 % T4-S5=4 % T5-H4=43 % T6-H5=21 % T7-C6=25 % T8-C8=38 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=25 % T6-C4=1 % T7-S3=67 %] [23:38:35.415] [SAMPLE-VAL] Sample 88: weight 0.100 -> 0.019 [E:T1-SJ=84 % T2-D3=100 % T3-H6=54 % T4-S5=35 % T5-H4=41 % T6-H5=11 % T7-C6=19 % T8-C8=27 %, W:T2-D6=39 % T3-DT=0 % T4-DJ=100 % T5-C2=13 % T6-C4=6 % T7-S3=26 %] [23:38:35.421] [SAMPLE-VAL] Sample 89: weight 0.100 -> 0.025 [E:T1-SJ=86 % T2-D3=100 % T3-H6=58 % T4-S5=33 % T5-H4=45 % T6-H5=17 % T7-C6=18 % T8-C8=15 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=59 % T6-C4=22 % T7-S3=34 %] [23:38:35.429] [SAMPLE-VAL] Sample 90: weight 0.100 -> 0.028 [E:T1-SJ=81 % T2-D3=100 % T3-H6=59 % T4-S5=36 % T5-H4=49 % T6-H5=24 % T7-C6=17 % T8-C8=17 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=61 % T6-C4=23 % T7-S3=40 %] [23:38:35.435] [SAMPLE-VAL] Sample 91: weight 0.100 -> 0.019 [E:T1-SJ=85 % T2-D3=100 % T3-H6=52 % T4-S5=34 % T5-H4=49 % T6-H5=6 % T7-C6=18 % T8-C8=16 %, W:T2-D6=47 % T3-DT=0 % T4-DJ=100 % T5-C2=16 % T6-C4=8 % T7-S3=36 %] [23:38:35.441] [SAMPLE-VAL] Sample 92: weight 0.100 -> 0.031 [E:T1-SJ=84 % T2-D3=100 % T3-H6=78 % T4-S5=17 % T5-H4=69 % T6-H5=50 % T7-C6=15 % T8-C8=21 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=86 % T6-C4=54 % T7-S3=52 %] [23:38:35.447] [SAMPLE-VAL] Sample 93: weight 0.100 -> 0.020 [E:T1-SJ=84 % T2-D3=100 % T3-H6=51 % T4-S5=36 % T5-H4=41 % T6-H5=7 % T7-C6=17 % T8-C8=33 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=16 % T6-C4=8 % T7-S3=38 %] [23:38:35.453] [SAMPLE-VAL] Sample 94: weight 0.100 -> 0.022 [E:T1-SJ=91 % T2-D3=100 % T3-H6=90 % T4-S5=7 % T5-H4=85 % T6-H5=72 % T7-C6=16 % T8-C8=32 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=32 % T6-C4=2 % T7-S3=55 %] [23:38:35.459] [SAMPLE-VAL] Sample 95: weight 0.100 -> 0.020 [E:T1-SJ=84 % T2-D3=100 % T3-H6=51 % T4-S5=36 % T5-H4=41 % T6-H5=7 % T7-C6=17 % T8-C8=33 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=16 % T6-C4=8 % T7-S3=38 %] [23:38:35.466] [SAMPLE-VAL] Sample 96: weight 0.100 -> 0.029 [E:T1-SJ=87 % T2-D3=100 % T3-H6=78 % T4-S5=24 % T5-H4=75 % T6-H5=50 % T7-C6=17 % T8-C8=15 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=69 % T6-C4=34 % T7-S3=51 %] [23:38:35.472] [SAMPLE-VAL] Sample 97: weight 0.100 -> 0.024 [E:T1-SJ=87 % T2-D3=100 % T3-H6=57 % T4-S5=32 % T5-H4=44 % T6-H5=16 % T7-C6=20 % T8-C8=12 %, W:T2-D6=41 % T3-DT=0 % T4-DJ=100 % T5-C2=61 % T6-C4=24 % T7-S3=34 %] [23:38:35.478] [SAMPLE-VAL] Sample 98: weight 0.100 -> 0.024 [E:T1-SJ=91 % T2-D3=100 % T3-H6=77 % T4-S5=22 % T5-H4=73 % T6-H5=45 % T7-C6=22 % T8-C8=24 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=18 % T6-C4=7 % T7-S3=56 %] [23:38:35.484] [SAMPLE-VAL] Sample 99: weight 0.100 -> 0.018 [E:T1-SJ=82 % T2-D3=100 % T3-H6=51 % T4-S5=38 % T5-H4=38 % T6-H5=7 % T7-C6=21 % T8-C8=36 %, W:T2-D6=42 % T3-DT=0 % T4-DJ=100 % T5-C2=20 % T6-C4=2 % T7-S3=40 %] [23:38:35.490] [SAMPLE-VAL] Sample 100: weight 0.100 -> 0.026 [E:T1-SJ=81 % T2-D3=100 % T3-H6=80 % T4-S5=22 % T5-H4=85 % T6-H5=72 % T7-C6=10 % T8-C8=8 %, W:T2-D6=44 % T3-DT=0 % T4-DJ=100 % T5-C2=72 % T6-C4=40 % T7-S3=21 %] [23:38:35.491] [SAMPLE-VAL] Done. Weight range: 0.016-0.032 [23:38:35.494] [SAMPLE-VAL] Top sample 54 (w=0.032): E:J852.J6542.3.A86 W:943.983.JT6.KJ42 [E:T1-SJ=85 % T2-D3=100 % T3-H6=81 % T4-S5=23 % T5-H4=76 % T6-H5=55 % T7-C6=23 % T8-C8=32 %, W:T2-D6=33 % T3-DT=0 % T4-DJ=100 % T5-C2=77 % T6-C4=47 % T7-S3=53 %] [23:38:35.494] [SAMPLE-VAL] Top sample 30 (w=0.031): E:J854.86543.3.A86 W:932.J92.JT6.KJ42 [E:T1-SJ=86 % T2-D3=100 % T3-H6=77 % T4-S5=22 % T5-H4=67 % T6-H5=52 % T7-C6=20 % T8-C8=27 %, W:T2-D6=40 % T3-DT=0 % T4-DJ=100 % T5-C2=73 % T6-C4=41 % T7-S3=63 %] [23:38:35.494] [SAMPLE-VAL] Top sample 6 (w=0.031): E:J852.986543.3.86 W:943.J2.JT6.AKJ42 [E:T1-SJ=84 % T2-D3=100 % T3-H6=78 % T4-S5=17 % T5-H4=69 % T6-H5=50 % T7-C6=15 % T8-C8=21 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=86 % T6-C4=54 % T7-S3=52 %] [23:38:35.494] [SAMPLE-VAL] Top sample 92 (w=0.031): E:J852.986542.3.86 W:943.J3.JT6.AKJ42 [E:T1-SJ=84 % T2-D3=100 % T3-H6=78 % T4-S5=17 % T5-H4=69 % T6-H5=50 % T7-C6=15 % T8-C8=21 %, W:T2-D6=46 % T3-DT=0 % T4-DJ=100 % T5-C2=86 % T6-C4=54 % T7-S3=52 %] [23:38:35.494] [SAMPLE-VAL] Top sample 16 (w=0.030): E:J852.86543.3.J86 W:943.J92.JT6.AK42 [E:T1-SJ=84 % T2-D3=100 % T3-H6=73 % T4-S5=20 % T5-H4=68 % T6-H5=53 % T7-C6=14 % T8-C8=14 %, W:T2-D6=45 % T3-DT=0 % T4-DJ=100 % T5-C2=71 % T6-C4=33 % T7-S3=48 %] [23:38:35.494] After sample validation: 100 deals remaining [23:38:35.494] [PLAY-INFER] No inference observations detected [23:38:35.494] Using weighted samples: 100/100 have non-uniform weights (range 0.016-0.032) [23:38:35.495] Sample deals (100 total, showing first 20, by weight): [23:38:35.495] [1] (w=0.032) E:J852.J6542.3.A86 AKQ.AKQ7.75.Q975 943.983.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:35.495] [2] (w=0.031) E:J854.86543.3.A86 AKQ.AKQ7.75.Q975 932.J92.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:35.495] [3] (w=0.031) E:J852.986543.3.86 AKQ.AKQ7.75.Q975 943.J2.JT6.AKJ42 T76.T.AKQ9842.T3 [23:38:35.495] [4] (w=0.031) E:J852.986542.3.86 AKQ.AKQ7.75.Q975 943.J3.JT6.AKJ42 T76.T.AKQ9842.T3 [23:38:35.495] [5] (w=0.030) E:J852.86543.3.J86 AKQ.AKQ7.75.Q975 943.J92.JT6.AK42 T76.T.AKQ9842.T3 [23:38:35.495] [6] (w=0.029) E:J854.965432.3.86 AKQ.AKQ7.75.Q975 932.J8.JT6.AKJ42 T76.T.AKQ9842.T3 [23:38:35.495] [7] (w=0.029) E:J54.J86542.3.A86 AKQ.AKQ7.75.Q975 9832.93.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:35.495] [8] (w=0.029) E:J54.J86543.3.A86 AKQ.AKQ7.75.Q975 9832.92.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:35.495] [9] (w=0.029) E:J54.J96542.3.A86 AKQ.AKQ7.75.Q975 9832.83.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:35.495] [10] (w=0.029) E:J854.J6543.3.J86 AKQ.AKQ7.75.Q975 932.982.JT6.AK42 T76.T.AKQ9842.T3 [23:38:35.496] [11] (w=0.029) E:J54.986543.3.A86 AKQ.AKQ7.75.Q975 9832.J2.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:35.496] [12] (w=0.029) E:J52.986543.3.A86 AKQ.AKQ7.75.Q975 9843.J2.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:35.496] [13] (w=0.029) E:J54.J65432.3.A86 AKQ.AKQ7.75.Q975 9832.98.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:35.496] [14] (w=0.029) E:J854.J6542.3.K86 AKQ.AKQ7.75.Q975 932.983.JT6.AJ42 T76.T.AKQ9842.T3 [23:38:35.496] [15] (w=0.029) E:J854.96543.3.J86 AKQ.AKQ7.75.Q975 932.J82.JT6.AK42 T76.T.AKQ9842.T3 [23:38:35.496] [16] (w=0.029) E:J852.96542.3.J86 AKQ.AKQ7.75.Q975 943.J83.JT6.AK42 T76.T.AKQ9842.T3 [23:38:35.496] [17] (w=0.029) E:J852.86542.3.K86 AKQ.AKQ7.75.Q975 943.J93.JT6.AJ42 T76.T.AKQ9842.T3 [23:38:35.496] [18] (w=0.029) E:J852.86543.3.K86 AKQ.AKQ7.75.Q975 943.J92.JT6.AJ42 T76.T.AKQ9842.T3 [23:38:35.496] [19] (w=0.028) E:J52.J986543.3.86 AKQ.AKQ7.75.Q975 9843.2.JT6.AKJ42 T76.T.AKQ9842.T3 [23:38:35.497] [20] (w=0.028) E:J52.965432.3.A86 AKQ.AKQ7.75.Q975 9843.J8.JT6.KJ42 T76.T.AKQ9842.T3 [23:38:35.497] ... and 80 more [23:38:35.578] [DDS] WARNING: All samples produced identical results - hands may be fully known (no sampling variance) [23:38:35.578] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [23:38:35.578] H7: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720] [23:38:35.578] SK: [720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 690, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 690, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 720, 690, 690, 720, 720, 720, 690, 690, 720, 690, 720, 720, 690, 690, 690, 690, 690, 720, 720, 690, 690, 720, 720, 720, 720, 690, 690, 690, 690, 690] [23:38:35.578] HA: [690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 720, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 720, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690, 690] [23:38:35.578] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [23:38:35.578] H7: [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6] [23:38:35.578] SK: [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 6, 6, 6, 5, 5, 6, 5, 6, 6, 5, 5, 5, 5, 5, 6, 6, 5, 5, 6, 6, 6, 6, 5, 5, 5, 5, 5] [23:38:35.578] HA: [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5] [23:38:35.579] --- IMP Calculation Output (card -> average IMP) --- [23:38:35.579] H7: 0.59 [23:38:35.579] SK: 0.29 [23:38:35.579] HA: -0.88 [23:38:35.579] --- MP Calculation Output (card -> matchpoint score, -1..+1) --- [23:38:35.579] H7: 0.587 [23:38:35.579] SK: 0.291 [23:38:35.579] HA: -0.878 [23:38:35.579] === DDS DETAILED ANALYSIS === [23:38:35.580] Cards analyzed: 3, Samples per card: 100 [23:38:35.580] [23:38:35.580] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [23:38:35.580] ----- ------ --------- ------- ----------- -------------------------------- [23:38:35.580] H7 0.59 6.00 100 % 1 [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6...] [23:38:35.580] SK 0.29 5.77 100 % 2 [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6...] [23:38:35.580] HA -0.88 5.02 100 % 2 [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 5, 5, 5, 5, 5, 5, 5...] [23:38:35.580] [23:38:35.580] Selected: H7 (IMPs=0.59, avgTricks=6.00) [23:38:35.580] =================== [23:38:35.580] Selected: H7 (MP 0.587, 0.59 IMPs, 6.00 tricks) [23:38:35.581] [stage-timing] ok sample=92ms validate=0ms nn=586ms signal=0ms simgames=8ms dds=75ms total=766ms samples=100 cards=30 [23:38:35.581] SUITC_CALL_BEGIN: input=' -F1 -u -c100 -ls1 T AKQ7 J9832' [23:38:35.588] SUITC_CALL_END: jsonLength=581 [23:38:35.588] SUITC_JSON_PREVIEW: {"SuitCAnalysis": {"OptimalResults":[ {"Tricks":4,"Percentage":67.8261} ],"Result":3.6783, "OptimumPlays":[ {"OptimumPlayFor": "MAX, N4","Plays":[{"Tricks":4,"Percentage":67.8261},{"Tricks":3,"Percent [23:38:35.588] SUITC_CALL_BEGIN: input=' -F1 -u -c100 -Ln7 -ls1 AKQ7 T J9832' [23:38:35.591] SUITC_CALL_END: jsonLength=354 [23:38:35.591] SUITC_JSON_PREVIEW: {"SuitCAnalysis": {"OptimalResults":[ ],"Result":3.0000, "OptimumPlays":[ {"OptimumPlayFor": "MAX","Plays":[{"Tricks":3,"Percentage":100.0000}], "Result":3.0000 , "GameTree":[ {"T":"N:7","Vs":[{"T":"J [23:38:35.591] === FindBestCardAsync: Position=S, CardsPlayed=30 === [23:38:35.592] Finding card to play for S: AKQ.AKQ7.75.Q975 [23:38:35.592] Relative position: Declarer, Contract type: NoTrump [23:38:35.592] Cards in hand mask: 6 [23:38:35.593] Candidate: QS = 48.3 % [23:38:35.593] Candidate: xH = 34.4 % [23:38:35.593] Candidate: KS = 15.6 % [23:38:35.594] Candidate: QH = 1.5 % [23:38:35.594] Candidate: AH = 0.1 % [23:38:35.594] Candidate: KH = 0.1 % [23:38:35.594] Selected: SQ (48.3 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:37 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:37 === [23:38:37.093] Activated: 5 tricks remaining, threshold=5 [23:38:37.093] ENDGAME: Hidden cards=10 between E and W, need 5+5, declarer tricks=8, defense tricks=0 [23:38:37.093] ENDGAME: Contract=3N, Declarer=S, ToPlay=N, Trump=NT [23:38:37.093] ENDGAME: N [S76 HT - CT3] [23:38:37.093] ENDGAME: S [SKQ HAKQ - -] [23:38:37.093] ENDGAME: Hidden [S842 HJ983 - CAKJ] [23:38:37.093] ENDGAME: 252 valid worlds (after void filtering) [23:38:37.094] [DealFinder] Explained bid E P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [23:38:37.094] [DealFinder] Explained bid S 2N: "Opening Bid, balish, HCP >= 20, HCP <= 21" -> require: (none) [23:38:37.094] [DealFinder] Explained bid W P: "Responses to 2N, True" -> require: (none) [23:38:37.094] [DealFinder] Explained bid N 3N: "Responses to 2N-P, HCP > 3, NOT (Comb. Pts >= 32, CombinedHcpMin >= 28)" -> require: (none) [23:38:37.094] [DealFinder] Explained bid E P: "Responses to 2N-P-3N, Defensive bidding after two bids from opponents, True" -> require: (none) [23:38:37.094] [DealFinder] Explained bid S P: "Passable situations - 2N, True" -> require: (none) [23:38:37.094] [DealFinder] Explained bid W P: "Responses to 2N-P-3N-P-P, True" -> require: (none) [23:38:37.096] [DealFinder] N Spades: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:37.096] [DealFinder] N Hearts: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:37.096] [DealFinder] N constraints: HCP[4-37], Suits=S[0-4] H[0-4], Trivial=False [23:38:37.096] [DealFinder] Expression (1003 chars): HCP > 3 & NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget Subtract 2 & CombinedHcpMin < NtSmallSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget & CombinedHcpMax >= NtGrandSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget) & NOT (IsNtSlamViable & (CombinedHcpMin >= NtGrandSlamPointTarget OR (CombinedHcpMin >= NtGrandSlamPointTarget Subtract 2 & Aces = 4))) & H < 5 & S < 5 & NOT ((H >= 4 OR S >= 4) & Comb. Pts >= 23) & NOT (C >= 4 & D >= 4 & Comb. Pts >= 29) & NOT (C >= 5 & D >= 5 & Comb. Pts >= 25) & NOT (H >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (S >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (HCP >= 4 & S >= 4 & H >= 4 & H Add S >= 9) [23:38:37.096] [Timing] N precompute: 1ms mem d=80KB (total=1542MB) [23:38:37.103] [DealFinder] E constraints: HCP[0-11], Suits=(none), Trivial=False [23:38:37.104] [DealFinder] Expression (3579 chars): HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (D >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(D) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & S <= 4) & NOT (H >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(H) & LoserLevel >= 3 & S <= 4 & RuleOf < 21) & NOT (S >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4) & NOT (S >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(S) & LoserLevel >= 3 & H <= 4 & RuleOf < 21) & NOT (C >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (C >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (D >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (C >= 9 & TP >= 32) & NOT (D >= 9 & TP >= 32) & NOT (H >= 9 & TP >= 32) & NOT (S >= 9 & TP >= 32) & NOT (Balanced & HCP >= 33 & HCP <= 34) & NOT (C >= 9 & HCP >= 31 & TP >= 35) & NOT (D >= 9 & HCP >= 31 & TP >= 35) & NOT (H >= 9 & HCP >= 31 & TP >= 35) & NOT (S >= 9 & HCP >= 31 & TP >= 35) & NOT (Balanced & HCP >= 36 & TP >= 35) & NOT (HCP >= 12 & HCP <= 21 &... [23:38:37.104] [Timing] E precompute: 7ms mem d=192KB (total=1542MB) [23:38:37.105] [DealFinder] S Spades: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:37.105] [DealFinder] S Hearts: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:37.105] [DealFinder] S Diamonds: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:37.105] [DealFinder] S Clubs: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:37.105] [DealFinder] S constraints: HCP[20-21], Suits=S[2-5] H[2-5] D[2-5] C[2-5], Trivial=False [23:38:37.105] [DealFinder] Expression (484 chars): balish & HCP >= 20 & HCP <= 21 & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (balish & HCP >= 25 & HCP <= 27 & H <= 4 & S <= 4) & True [23:38:37.105] [Timing] S precompute: 1ms mem d=72KB (total=1542MB) [23:38:37.106] [DealFinder] W constraints: HCP[0-37], Suits=(none), Trivial=False [23:38:37.106] [DealFinder] Expression (344 chars): True & NOT Overcall(C) & NOT Overcall(D) & NOT Overcall(H) & NOT Overcall(S) & NOT FourLevelOvercall(C) & NOT FourLevelOvercall(D) & NOT FourLevelOvercall(H) & NOT FourLevelOvercall(S) & NOT ClubCompGame & NOT DiamondCompGame & True & NOT ((FourLevelOvercall(H) OR Sacrifice OK(H, True))) & NOT ((FourLevelOvercall(S) OR Sacrifice OK(S, True))) [23:38:37.106] [Timing] W precompute: 0ms mem d=56KB (total=1542MB) [23:38:37.107] ENDGAME: Bidding weights applied to 196/252 worlds (range 0.01-1.00) [23:38:37.107] ENDGAME_WORLD: #1 (w=1.00) N:76.T..T3 842.83.. KQ.AKQ.. .J9..AKJ [23:38:37.107] ENDGAME_WORLD: #2 (w=1.00) N:76.T..T3 842.93.. KQ.AKQ.. .J8..AKJ [23:38:37.107] ENDGAME_WORLD: #3 (w=1.00) N:76.T..T3 842.J3.. KQ.AKQ.. .98..AKJ [23:38:37.107] ENDGAME_WORLD: #4 (w=1.00) N:76.T..T3 842.3..J KQ.AKQ.. .J98..AK [23:38:37.107] ENDGAME_WORLD: #5 (w=0.01) N:76.T..T3 842.3..K KQ.AKQ.. .J98..AJ [23:38:37.107] ENDGAME_WORLD: #6 (w=0.01) N:76.T..T3 842.3..A KQ.AKQ.. .J98..KJ [23:38:37.107] ENDGAME_WORLD: #7 (w=1.00) N:76.T..T3 842.98.. KQ.AKQ.. .J3..AKJ [23:38:37.107] ENDGAME_WORLD: #8 (w=1.00) N:76.T..T3 842.J8.. KQ.AKQ.. .93..AKJ [23:38:37.107] ENDGAME_WORLD: #9 (w=1.00) N:76.T..T3 842.8..J KQ.AKQ.. .J93..AK [23:38:37.107] ENDGAME_WORLD: #10 (w=0.01) N:76.T..T3 842.8..K KQ.AKQ.. .J93..AJ [23:38:37.107] ENDGAME_WORLD: #11 (w=0.01) N:76.T..T3 842.8..A KQ.AKQ.. .J93..KJ [23:38:37.107] ENDGAME_WORLD: #12 (w=1.00) N:76.T..T3 842.J9.. KQ.AKQ.. .83..AKJ [23:38:37.107] ENDGAME_WORLD: #13 (w=1.00) N:76.T..T3 842.9..J KQ.AKQ.. .J83..AK [23:38:37.107] ENDGAME_WORLD: #14 (w=0.01) N:76.T..T3 842.9..K KQ.AKQ.. .J83..AJ [23:38:37.108] ENDGAME_WORLD: #15 (w=0.01) N:76.T..T3 842.9..A KQ.AKQ.. .J83..KJ [23:38:37.108] ENDGAME_WORLD: #16 (w=1.00) N:76.T..T3 842.J..J KQ.AKQ.. .983..AK [23:38:37.108] ENDGAME_WORLD: #17 (w=0.01) N:76.T..T3 842.J..K KQ.AKQ.. .983..AJ [23:38:37.108] ENDGAME_WORLD: #18 (w=0.01) N:76.T..T3 842.J..A KQ.AKQ.. .983..KJ [23:38:37.108] ENDGAME_WORLD: #19 (w=0.01) N:76.T..T3 842...KJ KQ.AKQ.. .J983..A [23:38:37.108] ENDGAME_WORLD: #20 (w=0.01) N:76.T..T3 842...AJ KQ.AKQ.. .J983..K [23:38:37.108] ENDGAME_WORLD: ... and 232 more [23:38:37.108] ENDGAME: Evaluating 5 candidates across 252 worlds (totalWeight=57.96, rankByScore=True): [23:38:37.118] S6: defeat 100 % (58.0/58.0), makes 100 % (58.0/58.0), avgDeclTricks=13.0, dist=[13:58.0] [23:38:37.127] S7: defeat 100 % (58.0/58.0), makes 100 % (58.0/58.0), avgDeclTricks=13.0, dist=[13:58.0] [23:38:37.132] HT: defeat 100 % (58.0/58.0), makes 100 % (58.0/58.0), avgDeclTricks=13.0, dist=[13:58.0] [23:38:37.161] C3: defeat 100 % (58.0/58.0), makes 100 % (58.0/58.0), avgDeclTricks=10.6, dist=[10:21.2] [11:36.1] [12:0.7] [23:38:37.192] CT: defeat 100 % (58.0/58.0), makes 100 % (58.0/58.0), avgDeclTricks=10.6, dist=[10:21.2] [11:36.1] [12:0.7] [23:38:37.192] IMP S6: 1.18 [23:38:37.192] IMP S7: 1.18 [23:38:37.192] IMP HT: 1.18 [23:38:37.192] IMP C3: -1.77 [23:38:37.192] IMP CT: -1.77 [23:38:37.192] MP S6: 0.500 [23:38:37.192] MP S7: 0.500 [23:38:37.192] MP HT: 0.500 [23:38:37.193] MP C3: -0.750 [23:38:37.193] MP CT: -0.750 [23:38:37.193] ENDGAME: Selected HT (100 %) [23:38:37.193] ENDGAME: CLAIM -- best line wins all 5 remaining tricks in every world [23:38:37.193] Tied cards: HT,S7,S6 -- invoking NN directly on tied set [23:38:37.193] === FindBestCardAsync: Position=N, CardsPlayed=32 === [23:38:37.193] Finding card to play for N: T76.T.AKQ9842.T3 [23:38:37.193] Relative position: Dummy, Contract type: NoTrump [23:38:37.193] Cards in hand mask: 4 [23:38:37.194] Candidate: TC = 90.7 % [23:38:37.194] Candidate: xC = 8.1 % [23:38:37.194] Candidate: TH = 0.8 % [23:38:37.194] Candidate: xS = 0.4 % [23:38:37.195] Selected: CT (90.7 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:39 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:39 === [23:38:39.136] Activated: 5 tricks remaining, threshold=5 [23:38:39.137] ENDGAME: Hidden cards=9 between E and W, need 4+5, declarer tricks=8, defense tricks=0 [23:38:39.137] ENDGAME: Contract=3N, Declarer=S, ToPlay=S, Trump=NT [23:38:39.137] ENDGAME: S [SKQ HAKQ - -] [23:38:39.137] ENDGAME: N [S76 - - CT3] [23:38:39.137] ENDGAME: Hidden [S842 HJ98 - CAKJ] [23:38:39.137] ENDGAME: Current trick (2 cards, led by N): HT H3 [23:38:39.137] ENDGAME: 126 valid worlds (after void filtering) [23:38:39.138] [DealFinder] Explained bid E P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [23:38:39.138] [DealFinder] Explained bid S 2N: "Opening Bid, balish, HCP >= 20, HCP <= 21" -> require: (none) [23:38:39.138] [DealFinder] Explained bid W P: "Responses to 2N, True" -> require: (none) [23:38:39.138] [DealFinder] Explained bid N 3N: "Responses to 2N-P, HCP > 3, NOT (Comb. Pts >= 32, CombinedHcpMin >= 28)" -> require: (none) [23:38:39.138] [DealFinder] Explained bid E P: "Responses to 2N-P-3N, Defensive bidding after two bids from opponents, True" -> require: (none) [23:38:39.139] [DealFinder] Explained bid S P: "Passable situations - 2N, True" -> require: (none) [23:38:39.139] [DealFinder] Explained bid W P: "Responses to 2N-P-3N-P-P, True" -> require: (none) [23:38:39.141] [DealFinder] N Spades: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:39.141] [DealFinder] N Hearts: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:39.141] [DealFinder] N constraints: HCP[4-37], Suits=S[0-4] H[0-4], Trivial=False [23:38:39.142] [DealFinder] Expression (1003 chars): HCP > 3 & NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget Subtract 2 & CombinedHcpMin < NtSmallSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget & CombinedHcpMax >= NtGrandSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget) & NOT (IsNtSlamViable & (CombinedHcpMin >= NtGrandSlamPointTarget OR (CombinedHcpMin >= NtGrandSlamPointTarget Subtract 2 & Aces = 4))) & H < 5 & S < 5 & NOT ((H >= 4 OR S >= 4) & Comb. Pts >= 23) & NOT (C >= 4 & D >= 4 & Comb. Pts >= 29) & NOT (C >= 5 & D >= 5 & Comb. Pts >= 25) & NOT (H >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (S >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (HCP >= 4 & S >= 4 & H >= 4 & H Add S >= 9) [23:38:39.142] [Timing] N precompute: 2ms mem d=80KB (total=1537MB) [23:38:39.150] [DealFinder] E constraints: HCP[0-11], Suits=(none), Trivial=False [23:38:39.150] [DealFinder] Expression (3579 chars): HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (D >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(D) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & S <= 4) & NOT (H >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(H) & LoserLevel >= 3 & S <= 4 & RuleOf < 21) & NOT (S >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4) & NOT (S >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(S) & LoserLevel >= 3 & H <= 4 & RuleOf < 21) & NOT (C >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (C >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (D >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (C >= 9 & TP >= 32) & NOT (D >= 9 & TP >= 32) & NOT (H >= 9 & TP >= 32) & NOT (S >= 9 & TP >= 32) & NOT (Balanced & HCP >= 33 & HCP <= 34) & NOT (C >= 9 & HCP >= 31 & TP >= 35) & NOT (D >= 9 & HCP >= 31 & TP >= 35) & NOT (H >= 9 & HCP >= 31 & TP >= 35) & NOT (S >= 9 & HCP >= 31 & TP >= 35) & NOT (Balanced & HCP >= 36 & TP >= 35) & NOT (HCP >= 12 & HCP <= 21 &... [23:38:39.150] [Timing] E precompute: 8ms mem d=181KB (total=1537MB) [23:38:39.151] [DealFinder] S Spades: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:39.152] [DealFinder] S Hearts: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:39.152] [DealFinder] S Diamonds: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:39.152] [DealFinder] S Clubs: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:39.152] [DealFinder] S constraints: HCP[20-21], Suits=S[2-5] H[2-5] D[2-5] C[2-5], Trivial=False [23:38:39.152] [DealFinder] Expression (484 chars): balish & HCP >= 20 & HCP <= 21 & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (balish & HCP >= 25 & HCP <= 27 & H <= 4 & S <= 4) & True [23:38:39.152] [Timing] S precompute: 1ms mem d=72KB (total=1537MB) [23:38:39.153] [DealFinder] W constraints: HCP[0-37], Suits=(none), Trivial=False [23:38:39.153] [DealFinder] Expression (344 chars): True & NOT Overcall(C) & NOT Overcall(D) & NOT Overcall(H) & NOT Overcall(S) & NOT FourLevelOvercall(C) & NOT FourLevelOvercall(D) & NOT FourLevelOvercall(H) & NOT FourLevelOvercall(S) & NOT ClubCompGame & NOT DiamondCompGame & True & NOT ((FourLevelOvercall(H) OR Sacrifice OK(H, True))) & NOT ((FourLevelOvercall(S) OR Sacrifice OK(S, True))) [23:38:39.153] [Timing] W precompute: 1ms mem d=56KB (total=1537MB) [23:38:39.154] ENDGAME: Bidding weights applied to 91/126 worlds (range 0.01-1.00) [23:38:39.154] ENDGAME_WORLD: #1 (w=1.00) N:76...T3 842.8.. KQ.AKQ.. .J9..AKJ [23:38:39.154] ENDGAME_WORLD: #2 (w=1.00) N:76...T3 842.9.. KQ.AKQ.. .J8..AKJ [23:38:39.154] ENDGAME_WORLD: #3 (w=1.00) N:76...T3 842.J.. KQ.AKQ.. .98..AKJ [23:38:39.154] ENDGAME_WORLD: #4 (w=1.00) N:76...T3 842...J KQ.AKQ.. .J98..AK [23:38:39.154] ENDGAME_WORLD: #5 (w=0.01) N:76...T3 842...K KQ.AKQ.. .J98..AJ [23:38:39.154] ENDGAME_WORLD: #6 (w=0.01) N:76...T3 842...A KQ.AKQ.. .J98..KJ [23:38:39.154] ENDGAME_WORLD: #7 (w=1.00) N:76...T3 42.98.. KQ.AKQ.. 8.J..AKJ [23:38:39.154] ENDGAME_WORLD: #8 (w=1.00) N:76...T3 42.J8.. KQ.AKQ.. 8.9..AKJ [23:38:39.154] ENDGAME_WORLD: #9 (w=1.00) N:76...T3 42.8..J KQ.AKQ.. 8.J9..AK [23:38:39.154] ENDGAME_WORLD: #10 (w=0.01) N:76...T3 42.8..K KQ.AKQ.. 8.J9..AJ [23:38:39.154] ENDGAME_WORLD: #11 (w=0.01) N:76...T3 42.8..A KQ.AKQ.. 8.J9..KJ [23:38:39.154] ENDGAME_WORLD: #12 (w=1.00) N:76...T3 42.J9.. KQ.AKQ.. 8.8..AKJ [23:38:39.155] ENDGAME_WORLD: #13 (w=1.00) N:76...T3 42.9..J KQ.AKQ.. 8.J8..AK [23:38:39.155] ENDGAME_WORLD: #14 (w=0.01) N:76...T3 42.9..K KQ.AKQ.. 8.J8..AJ [23:38:39.155] ENDGAME_WORLD: #15 (w=0.01) N:76...T3 42.9..A KQ.AKQ.. 8.J8..KJ [23:38:39.155] ENDGAME_WORLD: #16 (w=1.00) N:76...T3 42.J..J KQ.AKQ.. 8.98..AK [23:38:39.155] ENDGAME_WORLD: #17 (w=0.01) N:76...T3 42.J..K KQ.AKQ.. 8.98..AJ [23:38:39.155] ENDGAME_WORLD: #18 (w=0.01) N:76...T3 42.J..A KQ.AKQ.. 8.98..KJ [23:38:39.155] ENDGAME_WORLD: #19 (w=0.01) N:76...T3 42...KJ KQ.AKQ.. 8.J98..A [23:38:39.155] ENDGAME_WORLD: #20 (w=0.01) N:76...T3 42...AJ KQ.AKQ.. 8.J98..K [23:38:39.155] ENDGAME_WORLD: ... and 106 more [23:38:39.155] ENDGAME: Evaluating 3 candidates across 126 worlds (totalWeight=35.91, rankByScore=True): [23:38:39.157] HQ: defeat 100 % (35.9/35.9), makes 100 % (35.9/35.9), avgDeclTricks=13.0, dist=[13:35.9] [23:38:39.159] HK: defeat 100 % (35.9/35.9), makes 100 % (35.9/35.9), avgDeclTricks=13.0, dist=[13:35.9] [23:38:39.162] HA: defeat 100 % (35.9/35.9), makes 100 % (35.9/35.9), avgDeclTricks=13.0, dist=[13:35.9] [23:38:39.162] IMP HQ: 0.00 [23:38:39.162] IMP HK: 0.00 [23:38:39.162] IMP HA: 0.00 [23:38:39.162] MP HQ: 0.000 [23:38:39.162] MP HK: 0.000 [23:38:39.162] MP HA: 0.000 [23:38:39.162] ENDGAME: Selected HA (100 %) [23:38:39.163] Tied cards: HA,HK,HQ -- invoking NN directly on tied set [23:38:39.163] === FindBestCardAsync: Position=S, CardsPlayed=34 === [23:38:39.163] Finding card to play for S: AKQ.AKQ7.75.Q975 [23:38:39.163] Relative position: Declarer, Contract type: NoTrump [23:38:39.163] Cards in hand mask: 3 [23:38:39.164] Candidate: AH = 64.3 % [23:38:39.165] Candidate: QH = 28.5 % [23:38:39.165] Candidate: KH = 7.3 % [23:38:39.165] Selected: HA (64.3 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:40 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:40 === [23:38:40.672] Activated: 4 tricks remaining, threshold=5 [23:38:40.672] ENDGAME: Hidden cards=8 between E and W, need 4+4, declarer tricks=9, defense tricks=0 [23:38:40.672] ENDGAME: Contract=3N, Declarer=S, ToPlay=S, Trump=NT [23:38:40.672] ENDGAME: S [SKQ HAK - -] [23:38:40.672] ENDGAME: N [S76 - - CT3] [23:38:40.672] ENDGAME: Hidden [S842 H98 - CAKJ] [23:38:40.672] ENDGAME: 70 valid worlds (after void filtering) [23:38:40.673] [DealFinder] Explained bid E P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [23:38:40.673] [DealFinder] Explained bid S 2N: "Opening Bid, balish, HCP >= 20, HCP <= 21" -> require: (none) [23:38:40.673] [DealFinder] Explained bid W P: "Responses to 2N, True" -> require: (none) [23:38:40.673] [DealFinder] Explained bid N 3N: "Responses to 2N-P, HCP > 3, NOT (Comb. Pts >= 32, CombinedHcpMin >= 28)" -> require: (none) [23:38:40.673] [DealFinder] Explained bid E P: "Responses to 2N-P-3N, Defensive bidding after two bids from opponents, True" -> require: (none) [23:38:40.673] [DealFinder] Explained bid S P: "Passable situations - 2N, True" -> require: (none) [23:38:40.673] [DealFinder] Explained bid W P: "Responses to 2N-P-3N-P-P, True" -> require: (none) [23:38:40.675] [DealFinder] N Spades: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:40.675] [DealFinder] N Hearts: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:40.675] [DealFinder] N constraints: HCP[4-37], Suits=S[0-4] H[0-4], Trivial=False [23:38:40.675] [DealFinder] Expression (1003 chars): HCP > 3 & NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget Subtract 2 & CombinedHcpMin < NtSmallSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget & CombinedHcpMax >= NtGrandSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget) & NOT (IsNtSlamViable & (CombinedHcpMin >= NtGrandSlamPointTarget OR (CombinedHcpMin >= NtGrandSlamPointTarget Subtract 2 & Aces = 4))) & H < 5 & S < 5 & NOT ((H >= 4 OR S >= 4) & Comb. Pts >= 23) & NOT (C >= 4 & D >= 4 & Comb. Pts >= 29) & NOT (C >= 5 & D >= 5 & Comb. Pts >= 25) & NOT (H >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (S >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (HCP >= 4 & S >= 4 & H >= 4 & H Add S >= 9) [23:38:40.675] [Timing] N precompute: 1ms mem d=71KB (total=1549MB) [23:38:40.682] [DealFinder] E constraints: HCP[0-11], Suits=(none), Trivial=False [23:38:40.682] [DealFinder] Expression (3579 chars): HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (D >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(D) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & S <= 4) & NOT (H >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(H) & LoserLevel >= 3 & S <= 4 & RuleOf < 21) & NOT (S >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4) & NOT (S >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(S) & LoserLevel >= 3 & H <= 4 & RuleOf < 21) & NOT (C >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (C >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (D >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (C >= 9 & TP >= 32) & NOT (D >= 9 & TP >= 32) & NOT (H >= 9 & TP >= 32) & NOT (S >= 9 & TP >= 32) & NOT (Balanced & HCP >= 33 & HCP <= 34) & NOT (C >= 9 & HCP >= 31 & TP >= 35) & NOT (D >= 9 & HCP >= 31 & TP >= 35) & NOT (H >= 9 & HCP >= 31 & TP >= 35) & NOT (S >= 9 & HCP >= 31 & TP >= 35) & NOT (Balanced & HCP >= 36 & TP >= 35) & NOT (HCP >= 12 & HCP <= 21 &... [23:38:40.682] [Timing] E precompute: 7ms mem d=186KB (total=1549MB) [23:38:40.683] [DealFinder] S Spades: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:40.683] [DealFinder] S Hearts: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:40.684] [DealFinder] S Diamonds: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:40.684] [DealFinder] S Clubs: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:40.684] [DealFinder] S constraints: HCP[20-21], Suits=S[2-5] H[2-5] D[2-5] C[2-5], Trivial=False [23:38:40.684] [DealFinder] Expression (484 chars): balish & HCP >= 20 & HCP <= 21 & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (balish & HCP >= 25 & HCP <= 27 & H <= 4 & S <= 4) & True [23:38:40.684] [Timing] S precompute: 1ms mem d=72KB (total=1549MB) [23:38:40.685] [DealFinder] W constraints: HCP[0-37], Suits=(none), Trivial=False [23:38:40.685] [DealFinder] Expression (344 chars): True & NOT Overcall(C) & NOT Overcall(D) & NOT Overcall(H) & NOT Overcall(S) & NOT FourLevelOvercall(C) & NOT FourLevelOvercall(D) & NOT FourLevelOvercall(H) & NOT FourLevelOvercall(S) & NOT ClubCompGame & NOT DiamondCompGame & True & NOT ((FourLevelOvercall(H) OR Sacrifice OK(H, True))) & NOT ((FourLevelOvercall(S) OR Sacrifice OK(S, True))) [23:38:40.685] [Timing] W precompute: 0ms mem d=56KB (total=1549MB) [23:38:40.685] ENDGAME: Bidding weights applied to 55/70 worlds (range 0.01-1.00) [23:38:40.685] ENDGAME_WORLD: #1 (w=1.00) N:76...T3 842.8.. KQ.AK.. .9..AKJ [23:38:40.685] ENDGAME_WORLD: #2 (w=1.00) N:76...T3 842.9.. KQ.AK.. .8..AKJ [23:38:40.685] ENDGAME_WORLD: #3 (w=1.00) N:76...T3 842...J KQ.AK.. .98..AK [23:38:40.685] ENDGAME_WORLD: #4 (w=0.01) N:76...T3 842...K KQ.AK.. .98..AJ [23:38:40.685] ENDGAME_WORLD: #5 (w=0.01) N:76...T3 842...A KQ.AK.. .98..KJ [23:38:40.685] ENDGAME_WORLD: #6 (w=1.00) N:76...T3 42.98.. KQ.AK.. 8...AKJ [23:38:40.685] ENDGAME_WORLD: #7 (w=1.00) N:76...T3 42.8..J KQ.AK.. 8.9..AK [23:38:40.686] ENDGAME_WORLD: #8 (w=0.01) N:76...T3 42.8..K KQ.AK.. 8.9..AJ [23:38:40.686] ENDGAME_WORLD: #9 (w=0.01) N:76...T3 42.8..A KQ.AK.. 8.9..KJ [23:38:40.686] ENDGAME_WORLD: #10 (w=1.00) N:76...T3 42.9..J KQ.AK.. 8.8..AK [23:38:40.686] ENDGAME_WORLD: #11 (w=0.01) N:76...T3 42.9..K KQ.AK.. 8.8..AJ [23:38:40.686] ENDGAME_WORLD: #12 (w=0.01) N:76...T3 42.9..A KQ.AK.. 8.8..KJ [23:38:40.686] ENDGAME_WORLD: #13 (w=0.01) N:76...T3 42...KJ KQ.AK.. 8.98..A [23:38:40.686] ENDGAME_WORLD: #14 (w=0.01) N:76...T3 42...AJ KQ.AK.. 8.98..K [23:38:40.686] ENDGAME_WORLD: #15 (w=0.01) N:76...T3 42...AK KQ.AK.. 8.98..J [23:38:40.686] ENDGAME_WORLD: #16 (w=1.00) N:76...T3 82.98.. KQ.AK.. 4...AKJ [23:38:40.686] ENDGAME_WORLD: #17 (w=1.00) N:76...T3 82.8..J KQ.AK.. 4.9..AK [23:38:40.686] ENDGAME_WORLD: #18 (w=0.01) N:76...T3 82.8..K KQ.AK.. 4.9..AJ [23:38:40.686] ENDGAME_WORLD: #19 (w=0.01) N:76...T3 82.8..A KQ.AK.. 4.9..KJ [23:38:40.686] ENDGAME_WORLD: #20 (w=1.00) N:76...T3 82.9..J KQ.AK.. 4.8..AK [23:38:40.686] ENDGAME_WORLD: ... and 50 more [23:38:40.686] ENDGAME: Evaluating 4 candidates across 70 worlds (totalWeight=15.55, rankByScore=True): [23:38:40.689] SQ: defeat 100 % (15.5/15.5), makes 100 % (15.5/15.5), avgDeclTricks=13.0, dist=[13:15.5] [23:38:40.690] SK: defeat 100 % (15.5/15.5), makes 100 % (15.5/15.5), avgDeclTricks=13.0, dist=[13:15.5] [23:38:40.691] HK: defeat 100 % (15.5/15.5), makes 100 % (15.5/15.5), avgDeclTricks=13.0, dist=[13:15.5] [23:38:40.691] HA: defeat 100 % (15.5/15.5), makes 100 % (15.5/15.5), avgDeclTricks=13.0, dist=[13:15.5] [23:38:40.691] IMP SQ: 0.00 [23:38:40.691] IMP SK: 0.00 [23:38:40.692] IMP HK: 0.00 [23:38:40.692] IMP HA: 0.00 [23:38:40.692] MP SQ: 0.000 [23:38:40.692] MP SK: 0.000 [23:38:40.692] MP HK: 0.000 [23:38:40.692] MP HA: 0.000 [23:38:40.692] ENDGAME: Selected HA (100 %) [23:38:40.692] ENDGAME: CLAIM -- best line wins all 4 remaining tricks in every world [23:38:40.692] Tied cards: HA,HK,SK,SQ -- invoking NN directly on tied set [23:38:40.692] === FindBestCardAsync: Position=S, CardsPlayed=36 === [23:38:40.692] Finding card to play for S: AKQ.AKQ7.75.Q975 [23:38:40.693] Relative position: Declarer, Contract type: NoTrump [23:38:40.693] Cards in hand mask: 4 [23:38:40.694] Candidate: AH = 60.9 % [23:38:40.694] Candidate: KH = 32.5 % [23:38:40.694] Candidate: KS = 4.6 % [23:38:40.694] Candidate: QS = 2.0 % [23:38:40.694] Selected: HA (60.9 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:42 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:42 === [23:38:42.659] Activated: 4 tricks remaining, threshold=5 [23:38:42.659] ENDGAME: Hidden cards=7 between E and W, need 4+3, declarer tricks=9, defense tricks=0 [23:38:42.659] ENDGAME: Contract=3N, Declarer=S, ToPlay=N, Trump=NT [23:38:42.660] ENDGAME: N [S76 - - CT3] [23:38:42.660] ENDGAME: S [SKQ HK - -] [23:38:42.660] ENDGAME: Hidden [S842 H9 - CAKJ] [23:38:42.660] ENDGAME: Current trick (2 cards, led by S): HA H8 [23:38:42.660] ENDGAME: 35 valid worlds (after void filtering) [23:38:42.660] [DealFinder] Explained bid E P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [23:38:42.660] [DealFinder] Explained bid S 2N: "Opening Bid, balish, HCP >= 20, HCP <= 21" -> require: (none) [23:38:42.660] [DealFinder] Explained bid W P: "Responses to 2N, True" -> require: (none) [23:38:42.661] [DealFinder] Explained bid N 3N: "Responses to 2N-P, HCP > 3, NOT (Comb. Pts >= 32, CombinedHcpMin >= 28)" -> require: (none) [23:38:42.661] [DealFinder] Explained bid E P: "Responses to 2N-P-3N, Defensive bidding after two bids from opponents, True" -> require: (none) [23:38:42.661] [DealFinder] Explained bid S P: "Passable situations - 2N, True" -> require: (none) [23:38:42.661] [DealFinder] Explained bid W P: "Responses to 2N-P-3N-P-P, True" -> require: (none) [23:38:42.662] [DealFinder] N Spades: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:42.662] [DealFinder] N Hearts: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:42.663] [DealFinder] N constraints: HCP[4-37], Suits=S[0-4] H[0-4], Trivial=False [23:38:42.663] [DealFinder] Expression (1003 chars): HCP > 3 & NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget Subtract 2 & CombinedHcpMin < NtSmallSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget & CombinedHcpMax >= NtGrandSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget) & NOT (IsNtSlamViable & (CombinedHcpMin >= NtGrandSlamPointTarget OR (CombinedHcpMin >= NtGrandSlamPointTarget Subtract 2 & Aces = 4))) & H < 5 & S < 5 & NOT ((H >= 4 OR S >= 4) & Comb. Pts >= 23) & NOT (C >= 4 & D >= 4 & Comb. Pts >= 29) & NOT (C >= 5 & D >= 5 & Comb. Pts >= 25) & NOT (H >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (S >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (HCP >= 4 & S >= 4 & H >= 4 & H Add S >= 9) [23:38:42.663] [Timing] N precompute: 1ms mem d=80KB (total=1541MB) [23:38:42.670] [DealFinder] E constraints: HCP[0-11], Suits=(none), Trivial=False [23:38:42.670] [DealFinder] Expression (3579 chars): HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (D >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(D) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & S <= 4) & NOT (H >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(H) & LoserLevel >= 3 & S <= 4 & RuleOf < 21) & NOT (S >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4) & NOT (S >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(S) & LoserLevel >= 3 & H <= 4 & RuleOf < 21) & NOT (C >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (C >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (D >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (C >= 9 & TP >= 32) & NOT (D >= 9 & TP >= 32) & NOT (H >= 9 & TP >= 32) & NOT (S >= 9 & TP >= 32) & NOT (Balanced & HCP >= 33 & HCP <= 34) & NOT (C >= 9 & HCP >= 31 & TP >= 35) & NOT (D >= 9 & HCP >= 31 & TP >= 35) & NOT (H >= 9 & HCP >= 31 & TP >= 35) & NOT (S >= 9 & HCP >= 31 & TP >= 35) & NOT (Balanced & HCP >= 36 & TP >= 35) & NOT (HCP >= 12 & HCP <= 21 &... [23:38:42.670] [Timing] E precompute: 7ms mem d=180KB (total=1541MB) [23:38:42.671] [DealFinder] S Spades: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:42.671] [DealFinder] S Hearts: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:42.671] [DealFinder] S Diamonds: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:42.671] [DealFinder] S Clubs: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:42.672] [DealFinder] S constraints: HCP[20-21], Suits=S[2-5] H[2-5] D[2-5] C[2-5], Trivial=False [23:38:42.672] [DealFinder] Expression (484 chars): balish & HCP >= 20 & HCP <= 21 & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (balish & HCP >= 25 & HCP <= 27 & H <= 4 & S <= 4) & True [23:38:42.672] [Timing] S precompute: 1ms mem d=72KB (total=1541MB) [23:38:42.672] [DealFinder] W constraints: HCP[0-37], Suits=(none), Trivial=False [23:38:42.672] [DealFinder] Expression (344 chars): True & NOT Overcall(C) & NOT Overcall(D) & NOT Overcall(H) & NOT Overcall(S) & NOT FourLevelOvercall(C) & NOT FourLevelOvercall(D) & NOT FourLevelOvercall(H) & NOT FourLevelOvercall(S) & NOT ClubCompGame & NOT DiamondCompGame & True & NOT ((FourLevelOvercall(H) OR Sacrifice OK(H, True))) & NOT ((FourLevelOvercall(S) OR Sacrifice OK(S, True))) [23:38:42.673] [Timing] W precompute: 0ms mem d=56KB (total=1541MB) [23:38:42.673] ENDGAME: Bidding weights applied to 30/35 worlds (range 0.01-1.00) [23:38:42.673] ENDGAME_WORLD: #1 (w=1.00) N:76...T3 842.9.. KQ.K.. ...AKJ [23:38:42.673] ENDGAME_WORLD: #2 (w=1.00) N:76...T3 842...J KQ.K.. .9..AK [23:38:42.673] ENDGAME_WORLD: #3 (w=0.01) N:76...T3 842...K KQ.K.. .9..AJ [23:38:42.673] ENDGAME_WORLD: #4 (w=0.01) N:76...T3 842...A KQ.K.. .9..KJ [23:38:42.673] ENDGAME_WORLD: #5 (w=1.00) N:76...T3 42.9..J KQ.K.. 8...AK [23:38:42.673] ENDGAME_WORLD: #6 (w=0.01) N:76...T3 42.9..K KQ.K.. 8...AJ [23:38:42.673] ENDGAME_WORLD: #7 (w=0.01) N:76...T3 42.9..A KQ.K.. 8...KJ [23:38:42.673] ENDGAME_WORLD: #8 (w=0.01) N:76...T3 42...KJ KQ.K.. 8.9..A [23:38:42.673] ENDGAME_WORLD: #9 (w=0.01) N:76...T3 42...AJ KQ.K.. 8.9..K [23:38:42.673] ENDGAME_WORLD: #10 (w=0.01) N:76...T3 42...AK KQ.K.. 8.9..J [23:38:42.673] ENDGAME_WORLD: #11 (w=1.00) N:76...T3 82.9..J KQ.K.. 4...AK [23:38:42.674] ENDGAME_WORLD: #12 (w=0.01) N:76...T3 82.9..K KQ.K.. 4...AJ [23:38:42.674] ENDGAME_WORLD: #13 (w=0.01) N:76...T3 82.9..A KQ.K.. 4...KJ [23:38:42.674] ENDGAME_WORLD: #14 (w=0.01) N:76...T3 82...KJ KQ.K.. 4.9..A [23:38:42.674] ENDGAME_WORLD: #15 (w=0.01) N:76...T3 82...AJ KQ.K.. 4.9..K [23:38:42.674] ENDGAME_WORLD: #16 (w=0.01) N:76...T3 82...AK KQ.K.. 4.9..J [23:38:42.674] ENDGAME_WORLD: #17 (w=0.01) N:76...T3 2.9..KJ KQ.K.. 84...A [23:38:42.674] ENDGAME_WORLD: #18 (w=0.01) N:76...T3 2.9..AJ KQ.K.. 84...K [23:38:42.674] ENDGAME_WORLD: #19 (w=0.01) N:76...T3 2.9..AK KQ.K.. 84...J [23:38:42.674] ENDGAME_WORLD: #20 (w=0.01) N:76...T3 2...AKJ KQ.K.. 84.9.. [23:38:42.674] ENDGAME_WORLD: ... and 15 more [23:38:42.674] ENDGAME: Evaluating 4 candidates across 35 worlds (totalWeight=5.30, rankByScore=True): [23:38:42.675] S6: defeat 100 % (5.3/5.3), makes 100 % (5.3/5.3), avgDeclTricks=13.0, dist=[13:5.3] [23:38:42.675] S7: defeat 100 % (5.3/5.3), makes 100 % (5.3/5.3), avgDeclTricks=13.0, dist=[13:5.3] [23:38:42.675] C3: defeat 100 % (5.3/5.3), makes 100 % (5.3/5.3), avgDeclTricks=13.0, dist=[13:5.3] [23:38:42.676] CT: defeat 100 % (5.3/5.3), makes 100 % (5.3/5.3), avgDeclTricks=13.0, dist=[13:5.3] [23:38:42.676] IMP S6: 0.00 [23:38:42.676] IMP S7: 0.00 [23:38:42.676] IMP C3: 0.00 [23:38:42.676] IMP CT: 0.00 [23:38:42.676] MP S6: 0.000 [23:38:42.676] MP S7: 0.000 [23:38:42.676] MP C3: 0.000 [23:38:42.676] MP CT: 0.000 [23:38:42.676] ENDGAME: Selected CT (100 %) [23:38:42.677] Tied cards: CT,C3,S7,S6 -- invoking NN directly on tied set [23:38:42.677] === FindBestCardAsync: Position=N, CardsPlayed=38 === [23:38:42.677] Finding card to play for N: T76.T.AKQ9842.T3 [23:38:42.677] Relative position: Dummy, Contract type: NoTrump [23:38:42.677] Cards in hand mask: 3 [23:38:42.678] Candidate: xS = 50.9 % [23:38:42.678] Candidate: xC = 48.5 % [23:38:42.678] Candidate: TC = 0.6 % [23:38:42.678] Selected: S6 (50.9 %) -- 1 tied: C3 === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:44 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:44 === [23:38:44.172] Activated: 3 tricks remaining, threshold=5 [23:38:44.173] ENDGAME: Hidden cards=6 between E and W, need 3+3, declarer tricks=10, defense tricks=0 [23:38:44.173] ENDGAME: Contract=3N, Declarer=S, ToPlay=S, Trump=NT [23:38:44.173] ENDGAME: S [SKQ HK - -] [23:38:44.173] ENDGAME: N [S7 - - CT3] [23:38:44.173] ENDGAME: Hidden [S82 H9 - CAKJ] [23:38:44.173] ENDGAME: 10 valid worlds (after void filtering) [23:38:44.174] [DealFinder] Explained bid E P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [23:38:44.174] [DealFinder] Explained bid S 2N: "Opening Bid, balish, HCP >= 20, HCP <= 21" -> require: (none) [23:38:44.174] [DealFinder] Explained bid W P: "Responses to 2N, True" -> require: (none) [23:38:44.174] [DealFinder] Explained bid N 3N: "Responses to 2N-P, HCP > 3, NOT (Comb. Pts >= 32, CombinedHcpMin >= 28)" -> require: (none) [23:38:44.174] [DealFinder] Explained bid E P: "Responses to 2N-P-3N, Defensive bidding after two bids from opponents, True" -> require: (none) [23:38:44.174] [DealFinder] Explained bid S P: "Passable situations - 2N, True" -> require: (none) [23:38:44.174] [DealFinder] Explained bid W P: "Responses to 2N-P-3N-P-P, True" -> require: (none) [23:38:44.176] [DealFinder] N Spades: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:44.176] [DealFinder] N Hearts: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:44.176] [DealFinder] N constraints: HCP[4-37], Suits=S[0-4] H[0-4], Trivial=False [23:38:44.176] [DealFinder] Expression (1003 chars): HCP > 3 & NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget Subtract 2 & CombinedHcpMin < NtSmallSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget & CombinedHcpMax >= NtGrandSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget) & NOT (IsNtSlamViable & (CombinedHcpMin >= NtGrandSlamPointTarget OR (CombinedHcpMin >= NtGrandSlamPointTarget Subtract 2 & Aces = 4))) & H < 5 & S < 5 & NOT ((H >= 4 OR S >= 4) & Comb. Pts >= 23) & NOT (C >= 4 & D >= 4 & Comb. Pts >= 29) & NOT (C >= 5 & D >= 5 & Comb. Pts >= 25) & NOT (H >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (S >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (HCP >= 4 & S >= 4 & H >= 4 & H Add S >= 9) [23:38:44.176] [Timing] N precompute: 2ms mem d=80KB (total=1546MB) [23:38:44.184] [DealFinder] E constraints: HCP[0-11], Suits=(none), Trivial=False [23:38:44.184] [DealFinder] Expression (3579 chars): HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (D >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(D) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & S <= 4) & NOT (H >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(H) & LoserLevel >= 3 & S <= 4 & RuleOf < 21) & NOT (S >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4) & NOT (S >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(S) & LoserLevel >= 3 & H <= 4 & RuleOf < 21) & NOT (C >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (C >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (D >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (C >= 9 & TP >= 32) & NOT (D >= 9 & TP >= 32) & NOT (H >= 9 & TP >= 32) & NOT (S >= 9 & TP >= 32) & NOT (Balanced & HCP >= 33 & HCP <= 34) & NOT (C >= 9 & HCP >= 31 & TP >= 35) & NOT (D >= 9 & HCP >= 31 & TP >= 35) & NOT (H >= 9 & HCP >= 31 & TP >= 35) & NOT (S >= 9 & HCP >= 31 & TP >= 35) & NOT (Balanced & HCP >= 36 & TP >= 35) & NOT (HCP >= 12 & HCP <= 21 &... [23:38:44.184] [Timing] E precompute: 8ms mem d=191KB (total=1546MB) [23:38:44.186] [DealFinder] S Spades: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:44.186] [DealFinder] S Hearts: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:44.186] [DealFinder] S Diamonds: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:44.186] [DealFinder] S Clubs: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:44.186] [DealFinder] S constraints: HCP[20-21], Suits=S[2-5] H[2-5] D[2-5] C[2-5], Trivial=False [23:38:44.186] [DealFinder] Expression (484 chars): balish & HCP >= 20 & HCP <= 21 & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (balish & HCP >= 25 & HCP <= 27 & H <= 4 & S <= 4) & True [23:38:44.186] [Timing] S precompute: 1ms mem d=72KB (total=1546MB) [23:38:44.187] [DealFinder] W constraints: HCP[0-37], Suits=(none), Trivial=False [23:38:44.187] [DealFinder] Expression (344 chars): True & NOT Overcall(C) & NOT Overcall(D) & NOT Overcall(H) & NOT Overcall(S) & NOT FourLevelOvercall(C) & NOT FourLevelOvercall(D) & NOT FourLevelOvercall(H) & NOT FourLevelOvercall(S) & NOT ClubCompGame & NOT DiamondCompGame & True & NOT ((FourLevelOvercall(H) OR Sacrifice OK(H, True))) & NOT ((FourLevelOvercall(S) OR Sacrifice OK(S, True))) [23:38:44.187] [Timing] W precompute: 0ms mem d=56KB (total=1546MB) [23:38:44.187] ENDGAME: Bidding weights applied to 9/10 worlds (range 0.01-1.00) [23:38:44.187] ENDGAME_WORLD: #1 (w=1.00) N:7...T3 82...J KQ.K.. .9..AK [23:38:44.187] ENDGAME_WORLD: #2 (w=0.01) N:7...T3 82...K KQ.K.. .9..AJ [23:38:44.187] ENDGAME_WORLD: #3 (w=0.01) N:7...T3 82...A KQ.K.. .9..KJ [23:38:44.187] ENDGAME_WORLD: #4 (w=0.01) N:7...T3 2...KJ KQ.K.. 8.9..A [23:38:44.187] ENDGAME_WORLD: #5 (w=0.01) N:7...T3 2...AJ KQ.K.. 8.9..K [23:38:44.188] ENDGAME_WORLD: #6 (w=0.01) N:7...T3 2...AK KQ.K.. 8.9..J [23:38:44.188] ENDGAME_WORLD: #7 (w=0.01) N:7...T3 8...KJ KQ.K.. 2.9..A [23:38:44.188] ENDGAME_WORLD: #8 (w=0.01) N:7...T3 8...AJ KQ.K.. 2.9..K [23:38:44.188] ENDGAME_WORLD: #9 (w=0.01) N:7...T3 8...AK KQ.K.. 2.9..J [23:38:44.188] ENDGAME_WORLD: #10 (w=0.01) N:7...T3 ...AKJ KQ.K.. 82.9.. [23:38:44.188] ENDGAME: Evaluating 3 candidates across 10 worlds (totalWeight=1.09, rankByScore=True): [23:38:44.188] SQ: defeat 100 % (1.1/1.1), makes 100 % (1.1/1.1), avgDeclTricks=13.0, dist=[13:1.1] [23:38:44.188] SK: defeat 100 % (1.1/1.1), makes 100 % (1.1/1.1), avgDeclTricks=13.0, dist=[13:1.1] [23:38:44.188] HK: defeat 100 % (1.1/1.1), makes 100 % (1.1/1.1), avgDeclTricks=13.0, dist=[13:1.1] [23:38:44.188] IMP SQ: 0.00 [23:38:44.188] IMP SK: 0.00 [23:38:44.188] IMP HK: 0.00 [23:38:44.189] MP SQ: 0.000 [23:38:44.189] MP SK: 0.000 [23:38:44.189] MP HK: 0.000 [23:38:44.189] ENDGAME: Selected HK (100 %) [23:38:44.189] ENDGAME: CLAIM -- best line wins all 3 remaining tricks in every world [23:38:44.189] Tied cards: HK,SK,SQ -- invoking NN directly on tied set [23:38:44.189] === FindBestCardAsync: Position=S, CardsPlayed=40 === [23:38:44.189] Finding card to play for S: AKQ.AKQ7.75.Q975 [23:38:44.189] Relative position: Declarer, Contract type: NoTrump [23:38:44.190] Cards in hand mask: 3 [23:38:44.191] Candidate: KS = 67.4 % [23:38:44.191] Candidate: QS = 28.3 % [23:38:44.191] Candidate: KH = 4.2 % [23:38:44.191] Selected: SK (67.4 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:47 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:47 === [23:38:47.623] Activated: 2 tricks remaining, threshold=5 [23:38:47.623] ENDGAME: Hidden cards=4 between E and W, need 2+2, declarer tricks=11, defense tricks=0 [23:38:47.624] ENDGAME: Contract=3N, Declarer=S, ToPlay=S, Trump=NT [23:38:47.624] ENDGAME: S [SQ HK - -] [23:38:47.624] ENDGAME: N [- - - CT3] [23:38:47.624] ENDGAME: Hidden [S2 - - CAKJ] [23:38:47.624] ENDGAME: 3 valid worlds (after void filtering) [23:38:47.624] [DealFinder] Explained bid E P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [23:38:47.624] [DealFinder] Explained bid S 2N: "Opening Bid, balish, HCP >= 20, HCP <= 21" -> require: (none) [23:38:47.625] [DealFinder] Explained bid W P: "Responses to 2N, True" -> require: (none) [23:38:47.625] [DealFinder] Explained bid N 3N: "Responses to 2N-P, HCP > 3, NOT (Comb. Pts >= 32, CombinedHcpMin >= 28)" -> require: (none) [23:38:47.625] [DealFinder] Explained bid E P: "Responses to 2N-P-3N, Defensive bidding after two bids from opponents, True" -> require: (none) [23:38:47.625] [DealFinder] Explained bid S P: "Passable situations - 2N, True" -> require: (none) [23:38:47.625] [DealFinder] Explained bid W P: "Responses to 2N-P-3N-P-P, True" -> require: (none) [23:38:47.626] [DealFinder] N Spades: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:47.627] [DealFinder] N Hearts: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:47.627] [DealFinder] N constraints: HCP[4-37], Suits=S[0-4] H[0-4], Trivial=False [23:38:47.627] [DealFinder] Expression (1003 chars): HCP > 3 & NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget Subtract 2 & CombinedHcpMin < NtSmallSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget & CombinedHcpMax >= NtGrandSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget) & NOT (IsNtSlamViable & (CombinedHcpMin >= NtGrandSlamPointTarget OR (CombinedHcpMin >= NtGrandSlamPointTarget Subtract 2 & Aces = 4))) & H < 5 & S < 5 & NOT ((H >= 4 OR S >= 4) & Comb. Pts >= 23) & NOT (C >= 4 & D >= 4 & Comb. Pts >= 29) & NOT (C >= 5 & D >= 5 & Comb. Pts >= 25) & NOT (H >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (S >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (HCP >= 4 & S >= 4 & H >= 4 & H Add S >= 9) [23:38:47.627] [Timing] N precompute: 1ms mem d=70KB (total=1550MB) [23:38:47.634] [DealFinder] E constraints: HCP[0-11], Suits=(none), Trivial=False [23:38:47.634] [DealFinder] Expression (3579 chars): HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (D >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(D) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & S <= 4) & NOT (H >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(H) & LoserLevel >= 3 & S <= 4 & RuleOf < 21) & NOT (S >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4) & NOT (S >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(S) & LoserLevel >= 3 & H <= 4 & RuleOf < 21) & NOT (C >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (C >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (D >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (C >= 9 & TP >= 32) & NOT (D >= 9 & TP >= 32) & NOT (H >= 9 & TP >= 32) & NOT (S >= 9 & TP >= 32) & NOT (Balanced & HCP >= 33 & HCP <= 34) & NOT (C >= 9 & HCP >= 31 & TP >= 35) & NOT (D >= 9 & HCP >= 31 & TP >= 35) & NOT (H >= 9 & HCP >= 31 & TP >= 35) & NOT (S >= 9 & HCP >= 31 & TP >= 35) & NOT (Balanced & HCP >= 36 & TP >= 35) & NOT (HCP >= 12 & HCP <= 21 &... [23:38:47.634] [Timing] E precompute: 7ms mem d=178KB (total=1550MB) [23:38:47.635] [DealFinder] S Spades: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:47.635] [DealFinder] S Hearts: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:47.635] [DealFinder] S Diamonds: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:47.635] [DealFinder] S Clubs: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:47.635] [DealFinder] S constraints: HCP[20-21], Suits=S[2-5] H[2-5] D[2-5] C[2-5], Trivial=False [23:38:47.635] [DealFinder] Expression (484 chars): balish & HCP >= 20 & HCP <= 21 & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (balish & HCP >= 25 & HCP <= 27 & H <= 4 & S <= 4) & True [23:38:47.635] [Timing] S precompute: 1ms mem d=72KB (total=1550MB) [23:38:47.636] [DealFinder] W constraints: HCP[0-37], Suits=(none), Trivial=False [23:38:47.636] [DealFinder] Expression (344 chars): True & NOT Overcall(C) & NOT Overcall(D) & NOT Overcall(H) & NOT Overcall(S) & NOT FourLevelOvercall(C) & NOT FourLevelOvercall(D) & NOT FourLevelOvercall(H) & NOT FourLevelOvercall(S) & NOT ClubCompGame & NOT DiamondCompGame & True & NOT ((FourLevelOvercall(H) OR Sacrifice OK(H, True))) & NOT ((FourLevelOvercall(S) OR Sacrifice OK(S, True))) [23:38:47.636] [Timing] W precompute: 0ms mem d=64KB (total=1550MB) [23:38:47.636] ENDGAME: Bidding weights applied to 2/3 worlds (range 0.01-1.00) [23:38:47.636] ENDGAME_WORLD: #1 (w=1.00) N:...T3 2...J Q.K.. ...AK [23:38:47.636] ENDGAME_WORLD: #2 (w=0.01) N:...T3 2...K Q.K.. ...AJ [23:38:47.637] ENDGAME_WORLD: #3 (w=0.01) N:...T3 2...A Q.K.. ...KJ [23:38:47.637] ENDGAME: Evaluating 2 candidates across 3 worlds (totalWeight=1.02, rankByScore=True): [23:38:47.637] SQ: defeat 100 % (1.0/1.0), makes 100 % (1.0/1.0), avgDeclTricks=13.0, dist=[13:1.0] [23:38:47.637] HK: defeat 100 % (1.0/1.0), makes 100 % (1.0/1.0), avgDeclTricks=13.0, dist=[13:1.0] [23:38:47.637] IMP SQ: 0.00 [23:38:47.637] IMP HK: 0.00 [23:38:47.637] MP SQ: 0.000 [23:38:47.637] MP HK: 0.000 [23:38:47.637] ENDGAME: Selected HK (100 %) [23:38:47.637] ENDGAME: CLAIM -- best line wins all 2 remaining tricks in every world [23:38:47.637] Tied cards: HK,SQ -- invoking NN directly on tied set [23:38:47.637] === FindBestCardAsync: Position=S, CardsPlayed=44 === [23:38:47.638] Finding card to play for S: AKQ.AKQ7.75.Q975 [23:38:47.638] Relative position: Declarer, Contract type: NoTrump [23:38:47.638] Cards in hand mask: 2 [23:38:47.639] Candidate: QS = 84.4 % [23:38:47.639] Candidate: KH = 15.6 % [23:38:47.639] Selected: SQ (84.4 %) === Board 20260810_MP_KMB-Daylong_b2 (API) - DDS Engine (S) - 2026-08-09 23:38:49 === === Board 20260810_MP_KMB-Daylong_b2 (API) - Neural Network Engine (S) - 2026-08-09 23:38:49 === [23:38:49.615] Activated: 2 tricks remaining, threshold=5 [23:38:49.615] ENDGAME: Hidden cards=3 between E and W, need 2+1, declarer tricks=11, defense tricks=0 [23:38:49.615] ENDGAME: Contract=3N, Declarer=S, ToPlay=N, Trump=NT [23:38:49.616] ENDGAME: N [- - - CT3] [23:38:49.616] ENDGAME: S [- HK - -] [23:38:49.616] ENDGAME: Hidden [S2 - - CAJ] [23:38:49.616] ENDGAME: Current trick (2 cards, led by S): SQ CK [23:38:49.616] ENDGAME: 2 valid worlds (after void filtering) [23:38:49.616] [DealFinder] Explained bid E P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [23:38:49.616] [DealFinder] Explained bid S 2N: "Opening Bid, balish, HCP >= 20, HCP <= 21" -> require: (none) [23:38:49.616] [DealFinder] Explained bid W P: "Responses to 2N, True" -> require: (none) [23:38:49.616] [DealFinder] Explained bid N 3N: "Responses to 2N-P, HCP > 3, NOT (Comb. Pts >= 32, CombinedHcpMin >= 28)" -> require: (none) [23:38:49.617] [DealFinder] Explained bid E P: "Responses to 2N-P-3N, Defensive bidding after two bids from opponents, True" -> require: (none) [23:38:49.617] [DealFinder] Explained bid S P: "Passable situations - 2N, True" -> require: (none) [23:38:49.617] [DealFinder] Explained bid W P: "Responses to 2N-P-3N-P-P, True" -> require: (none) [23:38:49.618] [DealFinder] N Spades: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:49.618] [DealFinder] N Hearts: tightened from [0-13] to [0-4] using HandUnderstanding [23:38:49.619] [DealFinder] N constraints: HCP[4-37], Suits=S[0-4] H[0-4], Trivial=False [23:38:49.619] [DealFinder] Expression (1003 chars): HCP > 3 & NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget Subtract 2 & CombinedHcpMin < NtSmallSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget & CombinedHcpMax >= NtGrandSlamPointTarget) & NOT (IsNtSlamViable & CombinedHcpMin >= NtSmallSlamPointTarget & CombinedHcpMin < NtGrandSlamPointTarget) & NOT (IsNtSlamViable & (CombinedHcpMin >= NtGrandSlamPointTarget OR (CombinedHcpMin >= NtGrandSlamPointTarget Subtract 2 & Aces = 4))) & H < 5 & S < 5 & NOT ((H >= 4 OR S >= 4) & Comb. Pts >= 23) & NOT (C >= 4 & D >= 4 & Comb. Pts >= 29) & NOT (C >= 5 & D >= 5 & Comb. Pts >= 25) & NOT (H >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (S >= 6 & ((NOT (Comb. Pts >= 32 & CombinedHcpMin >= 28) & TP >= 4) OR (Comb. Pts >= 32 & CombinedHcpMin >= 28))) & NOT (HCP >= 4 & S >= 4 & H >= 4 & H Add S >= 9) [23:38:49.619] [Timing] N precompute: 1ms mem d=72KB (total=1537MB) [23:38:49.625] [DealFinder] E constraints: HCP[0-11], Suits=(none), Trivial=False [23:38:49.626] [DealFinder] Expression (3579 chars): HCP < 12 & RuleOf < 21 & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (C >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(C) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4 & S <= 4) & NOT (D >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(D) & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & S <= 4) & NOT (H >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(H) & LoserLevel >= 3 & S <= 4 & RuleOf < 21) & NOT (S >= 7 & HCP >= 5 & HCP <= 11 & TP >= 6 & RuleOf < 21 & H <= 4) & NOT (S >= 7 & HCP >= 5 & HCP <= 10 & TwiceRebiddable(S) & LoserLevel >= 3 & H <= 4 & RuleOf < 21) & NOT (C >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (C >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 3 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (D >= 7 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4 & S <= 4 & RuleOf < 21) & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (C >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (D >= 8 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4 & S <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (C >= 9 & TP >= 32) & NOT (D >= 9 & TP >= 32) & NOT (H >= 9 & TP >= 32) & NOT (S >= 9 & TP >= 32) & NOT (Balanced & HCP >= 33 & HCP <= 34) & NOT (C >= 9 & HCP >= 31 & TP >= 35) & NOT (D >= 9 & HCP >= 31 & TP >= 35) & NOT (H >= 9 & HCP >= 31 & TP >= 35) & NOT (S >= 9 & HCP >= 31 & TP >= 35) & NOT (Balanced & HCP >= 36 & TP >= 35) & NOT (HCP >= 12 & HCP <= 21 &... [23:38:49.626] [Timing] E precompute: 6ms mem d=186KB (total=1537MB) [23:38:49.627] [DealFinder] S Spades: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:49.627] [DealFinder] S Hearts: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:49.627] [DealFinder] S Diamonds: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:49.627] [DealFinder] S Clubs: tightened from [0-13] to [2-5] using HandUnderstanding [23:38:49.627] [DealFinder] S constraints: HCP[20-21], Suits=S[2-5] H[2-5] D[2-5] C[2-5], Trivial=False [23:38:49.627] [DealFinder] Expression (484 chars): balish & HCP >= 20 & HCP <= 21 & NOT (H >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (H >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & S <= 4) & NOT (S >= 8 & HCP >= 5 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (S >= 7 & HCP >= 9 & HCP <= 11 & LoserLevel >= 4 & H <= 4) & NOT (H >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & S <= 4) & NOT (S >= 9 & HCP >= 6 & HCP <= 11 & LoserLevel >= 5 & H <= 4) & NOT (balish & HCP >= 25 & HCP <= 27 & H <= 4 & S <= 4) & True [23:38:49.627] [Timing] S precompute: 1ms mem d=80KB (total=1537MB) [23:38:49.628] [DealFinder] W constraints: HCP[0-37], Suits=(none), Trivial=False [23:38:49.628] [DealFinder] Expression (344 chars): True & NOT Overcall(C) & NOT Overcall(D) & NOT Overcall(H) & NOT Overcall(S) & NOT FourLevelOvercall(C) & NOT FourLevelOvercall(D) & NOT FourLevelOvercall(H) & NOT FourLevelOvercall(S) & NOT ClubCompGame & NOT DiamondCompGame & True & NOT ((FourLevelOvercall(H) OR Sacrifice OK(H, True))) & NOT ((FourLevelOvercall(S) OR Sacrifice OK(S, True))) [23:38:49.628] [Timing] W precompute: 0ms mem d=48KB (total=1537MB) [23:38:49.628] ENDGAME: Bidding weights applied to 1/2 worlds (range 0.01-1.00) [23:38:49.628] ENDGAME_WORLD: #1 (w=1.00) N:...T3 2...J .K.. ...A [23:38:49.628] ENDGAME_WORLD: #2 (w=0.01) N:...T3 2...A .K.. ...J [23:38:49.628] ENDGAME: Evaluating 2 candidates across 2 worlds (totalWeight=1.01, rankByScore=True): [23:38:49.628] C3: defeat 100 % (1.0/1.0), makes 100 % (1.0/1.0), avgDeclTricks=13.0, dist=[13:1.0] [23:38:49.628] CT: defeat 100 % (1.0/1.0), makes 100 % (1.0/1.0), avgDeclTricks=13.0, dist=[13:1.0] [23:38:49.628] IMP C3: 0.00 [23:38:49.629] IMP CT: 0.00 [23:38:49.629] MP C3: 0.000 [23:38:49.629] MP CT: 0.000 [23:38:49.629] ENDGAME: Selected CT (100 %) [23:38:49.629] Tied cards: CT,C3 -- invoking NN directly on tied set [23:38:49.629] === FindBestCardAsync: Position=N, CardsPlayed=46 === [23:38:49.629] Finding card to play for N: T76.T.AKQ9842.T3 [23:38:49.629] Relative position: Dummy, Contract type: NoTrump [23:38:49.629] Cards in hand mask: 2 [23:38:49.630] Candidate: xC = 99.5 % [23:38:49.630] Candidate: TC = 0.5 % [23:38:49.630] Selected: C3 (99.5 %)