=== Board DailyIMP2026-08-30_b1_t2 (API) - DDS Engine (E) - 2026-08-30 04:28:03 === === Board DailyIMP2026-08-30_b1_t2 (API) - Neural Network Engine (E) - 2026-08-30 04:28:03 === [04:28:03.602] === FindBestCardAsync: Position=E, CardsPlayed=2 === [04:28:03.602] Contract: 3N, Declarer: S, Dealer: N [04:28:03.602] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:03.602] Deal: N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A9653.AK4 KT.53.KJT8.QT865 [04:28:03.602] Position E is on defender's side - score table shifted by 0 defense tricks won [04:28:03.602] ****************************** [04:28:03.602] FindMatchingDealsWithPlayInternal Input: [04:28:03.602] Position parameter: E [04:28:03.602] Deal from game: N:... ... ... ... [04:28:03.602] Hand for N: Q82.Q97.Q742.J93 [04:28:03.603] Hand for E: 976543.JT864..72 [04:28:03.603] Hand for S: (null) [04:28:03.603] Hand for W: (null) [04:28:03.603] Cards played: C5, C9 [04:28:03.603] Declarer: S [04:28:03.603] ****************************** [04:28:03.603] [DealFinder] Seed from player E hand: -820942917 [04:28:03.603] [DealFinder] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:03.603] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [04:28:03.603] [DealFinder] W HCP min 0 -> 3: restored 3 of PRIVATE floor -- we ARE E, the seat whose own cards produced it. [04:28:03.603] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1406MB, gc2=25) [04:28:03.603] [DealFinder] Using cardsPlayedCount=2 for visibility calculation [04:28:03.603] [ExtractPartialDeal] Position=E, Declarer=S, CardsPlayed=2 [04:28:03.603] [ExtractPartialDeal] Visible hands: E, N, S [04:28:03.604] [ExtractPartialDeal] Input deal: N:... ... ... ... [04:28:03.604] [ExtractPartialDeal] Extracted hands: [04:28:03.604] N: Q82.Q97.Q742.J93 (13 cards) [LOCKED] [04:28:03.604] E: 976543.JT864..72 (13 cards) [LOCKED] [04:28:03.604] S: ... (0 cards) [04:28:03.604] W: ... (0 cards) [04:28:03.604] [DealFinder] Trump suit from contract '3N': NoTrump [04:28:03.604] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [04:28:03.604] [ComputePlayedCards] Card 1: C5 played by W [04:28:03.604] [ComputePlayedCards] Card 2: C9 played by N [04:28:03.604] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: C9 [04:28:03.604] [DealFinder] Locked player E has complete 13-card hand, skipping played cards: [04:28:03.604] [DealFinder] Added 0 played cards to S (was 0 cards): [04:28:03.604] [DealFinder] Added 1 played cards to W (was 0 cards): C5 [04:28:03.604] [DecomposePartnership] S: No tightening (CombinedHcpMin=22, CombinedHcpMax=, partner N HCP=7) [04:28:03.604] [DecomposePartnership] W: No tightening (CombinedHcpMin=, CombinedHcpMax=, partner E HCP=1) [04:28:03.604] [DealFinder] Bid verification enabled for: S [04:28:03.604] [DealFinder] Propagated S: HCP[22-23], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:03.605] [DealFinder] Propagated W: HCP[9-10], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:03.605] [DealFinder] Known cards per player: N=13, E=13, S=0, W=1 [04:28:03.605] [DealFinder] Locked players: N, E [04:28:03.605] [DealFinder] Total known cards: 27, Remaining deck: 25, Cards to deal: 25 [04:28:03.605] [DealFinder] Players needing cards: S:13, W:12 [04:28:03.605] Large number of cards remaining. Using random generation. [04:28:03.605] [DealFinder] Hands to validate (not 13 cards in partial): S, W [04:28:03.606] [VerifyHands] FAIL for S: AKJ.K2.AKT85.AKT (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:03.608] [VerifyHands] FAIL for S: KJ.A3.AKT98653.K (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:03.612] [VerifyHands] FAIL for S: AJT.A2.AT986.KQ8 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:03.614] [VerifyHands] FAIL for W: T..AJ985.KQT8654 (True & NOT Overcall(D) & NOT Overcall(C) & NOT FourLevelOvercall(D) & NOT DiamondCompGame & NOT (H >= 6 & LoserLevel >= 2) & NOT (S >= 6 & LoserLevel >= 2) & NOT (H >= 7 & LoserLevel >= 3) & NOT (S >=...) [04:28:03.625] [VerifyHands] FAIL for S: JT.K532.AK6.AKQ8 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:05.332] [Timing] Total: 1729ms, Generation: 13ms, Verification: 730ms [04:28:05.332] [Timing] Attempts: 832, PassedSimpleCheck: 353, FailedVerification: 303, Found: 50 [04:28:05.344] Search complete. Returning 50 deals. [04:28:05.344] Found 50 sample deals for simulation. [04:28:05.344] Valid deals for DDS: 50 / 50 [04:28:05.344] [SAMPLE-VAL] Validating 50 samples, hidden: S,W, contract: NT [04:28:05.353] [SAMPLE-VAL] Opening lead NN validation (C5): 16/50 samples adjusted [04:28:05.353] [SAMPLE-VAL] Opening lead rule validation (C5): 7/50 samples penalized for convention violation [04:28:05.353] [SAMPLE-VAL] Zeroed 2 samples below relative threshold 0.010 x max 1.0000 = 0.010000 [04:28:05.353] [SAMPLE-VAL] Done. Weight range: 0.000-1.000 [04:28:05.353] After sample validation: 48 deals remaining [04:28:05.353] [PLAY-INFER] No inference observations detected [04:28:05.353] Using weighted samples: 23/48 have non-uniform weights (range 0.025-1.000) [04:28:05.353] Sample deals (48 total, showing first 20, by weight): [04:28:05.354] [1] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.K532.AK98.AQ6 JT.A.JT653.KT854 [04:28:05.354] [2] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJT.K3.KJT3.AK8 .A52.A9865.QT654 [04:28:05.354] [3] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.2.AKJ96.AQT4 T.AK53.T853.K865 [04:28:05.354] [4] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AKT.K2.AKT63.AQ4 J.A53.J985.KT865 [04:28:05.354] [5] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK52.AJ93.AQ6 AT.3.KT865.KT854 [04:28:05.354] [6] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.53.AKT96.AK6 T.AK2.J853.QT854 [04:28:05.354] [7] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.AK2.AJ853.AK4 KJ.53.KT96.QT865 [04:28:05.354] [8] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.A5.AJ953.KQ6 T.K32.KT86.AT854 [04:28:05.354] [9] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 A.A532.AJT6.AKQ6 KJT.K.K9853.T854 [04:28:05.354] [10] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.A32.AJ853.AQT JT.K5.KT96.K8654 [04:28:05.354] [11] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK53.J985.AKQ KT.2.AKT63.T8654 [04:28:05.354] [12] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 A.A53.AJ95.AKQT6 KJT.K2.KT863.854 [04:28:05.354] [13] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.K2.AKJ85.KQ64 JT.A53.T963.AT85 [04:28:05.355] [14] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJT.A5.KJT5.AQ4 .K32.A9863.KT865 [04:28:05.355] [15] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AKT.A5.AJ953.AQ8 J.K32.KT86.KT654 [04:28:05.355] [16] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 KJT.A5.AKJ86.AK8 A.K32.T953.QT654 [04:28:05.355] [17] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK.AJT65.AKT8 AT.532.K983.Q654 [04:28:05.355] [18] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.52.AKJT6.AKT8 JT.AK3.9853.Q654 [04:28:05.355] [19] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.K32.AKJT6.AK6 KT.A5.9853.QT854 [04:28:05.355] [20] (w=1.000) N:Q82.Q97.Q742.J93 976543.JT864..72 K.AK32.AJ86.AK64 AJT.5.KT953.QT85 [04:28:05.355] ... and 28 more [04:28:05.722] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [04:28:05.722] C2: [-460, -460, -460, -460, -430, -460, -460, -400, -430, -460, -400, -460, -460, -460, -430, -460, -460, -490, -460, -430, -490, -460, -460, -460, -490, -460, -460, -430, -460, -430, -460, -460, -430, -490, -490, -460, -520, -460, -490, -490, -460, -490, -460, -430, -460, -460, -490, -460] [04:28:05.722] C7: [-460, -460, -460, -460, -430, -460, -460, -400, -430, -460, -400, -460, -460, -460, -430, -460, -460, -490, -460, -430, -490, -460, -460, -460, -490, -460, -460, -430, -460, -430, -460, -460, -430, -490, -490, -460, -520, -460, -490, -490, -460, -490, -460, -430, -460, -460, -490, -460] [04:28:05.722] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [04:28:05.722] C2: [2, 2, 2, 2, 3, 2, 2, 4, 3, 2, 4, 2, 2, 2, 3, 2, 2, 1, 2, 3, 1, 2, 2, 2, 1, 2, 2, 3, 2, 3, 2, 2, 3, 1, 1, 2, 0, 2, 1, 1, 2, 1, 2, 3, 2, 2, 1, 2] [04:28:05.722] C7: [2, 2, 2, 2, 3, 2, 2, 4, 3, 2, 4, 2, 2, 2, 3, 2, 2, 1, 2, 3, 1, 2, 2, 2, 1, 2, 2, 3, 2, 3, 2, 2, 3, 1, 1, 2, 0, 2, 1, 1, 2, 1, 2, 3, 2, 2, 1, 2] [04:28:05.722] --- IMP Calculation Output (card -> average IMP) --- [04:28:05.722] C2: 0.00 [04:28:05.722] C7: 0.00 [04:28:05.722] === DDS DETAILED ANALYSIS === [04:28:05.722] Cards analyzed: 2, Samples per card: 48 [04:28:05.723] [04:28:05.723] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [04:28:05.723] ----- ------ --------- ------- ----------- -------------------------------- [04:28:05.723] C2 0.00 2.02 0 % 5 [2, 2, 2, 2, 3, 2, 2, 4, 3, 2, 4, 2, 2, 2, 3, 2, 2, 1, 2, 3...] [04:28:05.723] C7 0.00 2.02 0 % 5 [2, 2, 2, 2, 3, 2, 2, 4, 3, 2, 4, 2, 2, 2, 3, 2, 2, 1, 2, 3...] [04:28:05.723] [04:28:05.723] Selected: C2 (IMPs=0.00, avgTricks=2.02) [04:28:05.723] =================== [04:28:05.723] [SD-DEF] Skipped: 3rd hand without a finesse over dummy (C def=27 dummy=J3) [04:28:05.723] [TRUMP] Skipped: not a suit contract [04:28:05.723] Selected: C2 (avg 0.00 IMPs, 2.02 tricks) -- 1 tied card(s): C7 [04:28:05.723] [stage-timing] ok sample=1741ms validate=0ms nn=8ms signal=0ms simgames=1ms dds=366ms total=2121ms samples=48 cards=2 [04:28:05.724] === FindBestCardAsync: Position=E, CardsPlayed=2 === [04:28:05.724] Finding card to play for E: 976543.JT864..72 [04:28:05.724] Relative position: Righty, Contract type: NoTrump [04:28:05.724] Cards in hand mask: 1 [04:28:05.724] Candidate: xC = 100.0 % [04:28:05.725] Selected: C2 (100.0 %) === Board DailyIMP2026-08-30_b1_t2 (API) - DDS Engine (E) - 2026-08-30 04:28:13 === === Board DailyIMP2026-08-30_b1_t2 (API) - Neural Network Engine (E) - 2026-08-30 04:28:13 === [04:28:13.304] === FindBestCardAsync: Position=E, CardsPlayed=5 === [04:28:13.304] Contract: 3N, Declarer: S, Dealer: N [04:28:13.304] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:13.304] Deal: N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A9653.AK4 KT.53.KJT8.QT865 [04:28:13.304] Position E is on defender's side - score table shifted by 0 defense tricks won [04:28:13.304] ****************************** [04:28:13.304] FindMatchingDealsWithPlayInternal Input: [04:28:13.305] Position parameter: E [04:28:13.305] Deal from game: N:... ... ... ... [04:28:13.305] Hand for N: Q82.Q97.Q742.J93 [04:28:13.305] Hand for E: 976543.JT864..72 [04:28:13.305] Hand for S: (null) [04:28:13.305] Hand for W: (null) [04:28:13.305] Cards played: C5, C9, C2, C4, H7 [04:28:13.305] Declarer: S [04:28:13.305] ****************************** [04:28:13.305] [DealFinder] Seed from player E hand: -820942917 [04:28:13.305] [DealFinder] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:13.305] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [04:28:13.306] [DealFinder] W HCP min 0 -> 3: restored 3 of PRIVATE floor -- we ARE E, the seat whose own cards produced it. [04:28:13.306] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1397MB, gc2=25) [04:28:13.306] [DealFinder] Using cardsPlayedCount=5 for visibility calculation [04:28:13.306] [ExtractPartialDeal] Position=E, Declarer=S, CardsPlayed=5 [04:28:13.306] [ExtractPartialDeal] Visible hands: E, N, S [04:28:13.306] [ExtractPartialDeal] Input deal: N:... ... ... ... [04:28:13.306] [ExtractPartialDeal] Extracted hands: [04:28:13.306] N: Q82.Q97.Q742.J93 (13 cards) [LOCKED] [04:28:13.306] E: 976543.JT864..72 (13 cards) [LOCKED] [04:28:13.306] S: ... (0 cards) [04:28:13.306] W: ... (0 cards) [04:28:13.306] [DealFinder] Trump suit from contract '3N': NoTrump [04:28:13.306] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [04:28:13.306] [ComputePlayedCards] Card 1: C5 played by W [04:28:13.306] [ComputePlayedCards] Card 2: C9 played by N [04:28:13.306] [ComputePlayedCards] Card 3: C2 played by E [04:28:13.307] [ComputePlayedCards] Card 4: C4 played by S [04:28:13.307] [ComputePlayedCards] Trick complete. Winner: N [04:28:13.307] [ComputePlayedCards] Card 5: H7 played by N [04:28:13.307] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: C9, H7 [04:28:13.307] [DealFinder] Locked player E has complete 13-card hand, skipping played cards: C2 [04:28:13.307] [DealFinder] Added 1 played cards to S (was 0 cards): C4 [04:28:13.307] [DealFinder] Added 1 played cards to W (was 0 cards): C5 [04:28:13.307] [DecomposePartnership] S: No tightening (CombinedHcpMin=22, CombinedHcpMax=, partner N HCP=7) [04:28:13.307] [DecomposePartnership] W: No tightening (CombinedHcpMin=, CombinedHcpMax=, partner E HCP=1) [04:28:13.307] [DealFinder] Bid verification enabled for: S [04:28:13.307] [DealFinder] Propagated S: HCP[22-23], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:13.307] [DealFinder] Propagated W: HCP[9-10], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:13.308] [DealFinder] Known cards per player: N=13, E=13, S=1, W=1 [04:28:13.308] [DealFinder] Locked players: N, E [04:28:13.308] [DealFinder] Total known cards: 28, Remaining deck: 24, Cards to deal: 24 [04:28:13.308] [DealFinder] Players needing cards: S:12, W:12 [04:28:13.308] Large number of cards remaining. Using random generation. [04:28:13.308] [DealFinder] Hands to validate (not 13 cards in partial): S, W [04:28:13.308] [VerifyHands] FAIL for S: AKT.AK3.AK9.AQ64 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:13.311] [VerifyHands] FAIL for S: AJ.AK5.KJT9.AT64 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:13.313] [VerifyHands] FAIL for S: AKT.K3.AKJT8.QT4 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:13.315] [VerifyHands] FAIL for S: AJT.AK53.K3.AQ84 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:13.317] [VerifyHands] FAIL for S: AK.AK.KT5.AKQ864 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:14.778] [Timing] Total: 1473ms, Generation: 12ms, Verification: 721ms [04:28:14.779] [Timing] Attempts: 855, PassedSimpleCheck: 303, FailedVerification: 253, Found: 50 [04:28:14.792] Search complete. Returning 50 deals. [04:28:14.792] Found 50 sample deals for simulation. [04:28:14.792] Valid deals for DDS: 50 / 50 [04:28:14.792] [SAMPLE-VAL] Validating 50 samples, hidden: S,W, contract: NT [04:28:14.800] [SAMPLE-VAL] Opening lead NN validation (C5): 24/50 samples adjusted [04:28:14.800] [SAMPLE-VAL] Opening lead rule validation (C5): 9/50 samples penalized for convention violation [04:28:14.800] [SAMPLE-VAL] T1: W=C5 N=C9 E=C2 S=C4 (leader=W) [04:28:14.800] [SAMPLE-VAL] T2: N=H7 (leader=N) (partial) [04:28:14.801] [SAMPLE-VAL] Sample 1: weight 0.500 -> 0.294 [S:T1-C4=82 %] [04:28:14.801] [SAMPLE-VAL] Sample 2: weight 0.500 -> 0.302 [S:T1-C4=87 %] [04:28:14.802] [SAMPLE-VAL] Sample 3: weight 1.000 -> 0.616 [S:T1-C4=90 %] [04:28:14.802] [SAMPLE-VAL] Sample 4: weight 0.203 -> 0.125 [S:T1-C4=91 %] [04:28:14.802] [SAMPLE-VAL] Sample 5: weight 0.005 -> 0.003 [S:T1-C4=95 %] [04:28:14.803] [SAMPLE-VAL] Sample 6: weight 0.101 -> 0.060 [S:T1-C4=84 %] [04:28:14.803] [SAMPLE-VAL] Sample 7: weight 1.000 -> 0.591 [S:T1-C4=83 %] [04:28:14.803] [SAMPLE-VAL] Sample 8: weight 0.025 -> 0.014 [S:T1-C4=78 %] [04:28:14.804] [SAMPLE-VAL] Sample 9: weight 0.500 -> 0.317 [S:T1-C4=96 %] [04:28:14.804] [SAMPLE-VAL] Sample 10: weight 1.000 -> 0.581 [S:T1-C4=80 %] [04:28:14.804] [SAMPLE-VAL] Sample 11: weight 1.000 -> 0.591 [S:T1-C4=83 %] [04:28:14.805] [SAMPLE-VAL] Sample 12: weight 0.101 -> 0.065 [S:T1-C4=98 %] [04:28:14.805] [SAMPLE-VAL] Sample 13: weight 1.000 -> 0.585 [S:T1-C4=82 %] [04:28:14.805] [SAMPLE-VAL] Sample 14: weight 1.000 -> 0.607 [S:T1-C4=88 %] [04:28:14.806] [SAMPLE-VAL] Sample 15: weight 1.000 -> 0.600 [S:T1-C4=86 %] [04:28:14.806] [SAMPLE-VAL] Sample 16: weight 0.203 -> 0.121 [S:T1-C4=85 %] [04:28:14.806] [SAMPLE-VAL] Sample 17: weight 0.500 -> 0.317 [S:T1-C4=96 %] [04:28:14.807] [SAMPLE-VAL] Sample 18: weight 1.000 -> 0.600 [S:T1-C4=86 %] [04:28:14.807] [SAMPLE-VAL] Sample 19: weight 0.101 -> 0.062 [S:T1-C4=91 %] [04:28:14.807] [SAMPLE-VAL] Sample 20: weight 1.000 -> 0.606 [S:T1-C4=88 %] [04:28:14.808] [SAMPLE-VAL] Sample 21: weight 1.000 -> 0.568 [S:T1-C4=77 %] [04:28:14.808] [SAMPLE-VAL] Sample 22: weight 0.005 -> 0.003 [S:T1-C4=99 %] [04:28:14.808] [SAMPLE-VAL] Sample 23: weight 0.025 -> 0.015 [S:T1-C4=89 %] [04:28:14.808] [SAMPLE-VAL] Sample 24: weight 1.000 -> 0.616 [S:T1-C4=90 %] [04:28:14.809] [SAMPLE-VAL] Sample 25: weight 0.500 -> 0.302 [S:T1-C4=87 %] [04:28:14.809] [SAMPLE-VAL] Sample 26: weight 0.500 -> 0.321 [S:T1-C4=98 %] [04:28:14.809] [SAMPLE-VAL] Sample 27: weight 1.000 -> 0.588 [S:T1-C4=82 %] [04:28:14.810] [SAMPLE-VAL] Sample 28: weight 0.500 -> 0.312 [S:T1-C4=93 %] [04:28:14.810] [SAMPLE-VAL] Sample 29: weight 1.000 -> 0.611 [S:T1-C4=89 %] [04:28:14.810] [SAMPLE-VAL] Sample 30: weight 0.500 -> 0.295 [S:T1-C4=83 %] [04:28:14.811] [SAMPLE-VAL] Sample 31: weight 0.203 -> 0.124 [S:T1-C4=90 %] [04:28:14.811] [SAMPLE-VAL] Sample 32: weight 1.000 -> 0.606 [S:T1-C4=87 %] [04:28:14.811] [SAMPLE-VAL] Sample 33: weight 1.000 -> 0.621 [S:T1-C4=92 %] [04:28:14.812] [SAMPLE-VAL] Sample 34: weight 1.000 -> 0.622 [S:T1-C4=92 %] [04:28:14.812] [SAMPLE-VAL] Sample 35: weight 0.025 -> 0.016 [S:T1-C4=96 %] [04:28:14.812] [SAMPLE-VAL] Sample 36: weight 0.500 -> 0.302 [S:T1-C4=87 %] [04:28:14.813] [SAMPLE-VAL] Sample 37: weight 0.005 -> 0.003 [S:T1-C4=94 %] [04:28:14.813] [SAMPLE-VAL] Sample 38: weight 0.005 -> 0.003 [S:T1-C4=99 %] [04:28:14.813] [SAMPLE-VAL] Sample 39: weight 1.000 -> 0.606 [S:T1-C4=87 %] [04:28:14.814] [SAMPLE-VAL] Sample 40: weight 0.500 -> 0.295 [S:T1-C4=83 %] [04:28:14.814] [SAMPLE-VAL] Sample 41: weight 1.000 -> 0.616 [S:T1-C4=90 %] [04:28:14.814] [SAMPLE-VAL] Sample 42: weight 1.000 -> 0.622 [S:T1-C4=92 %] [04:28:14.815] [SAMPLE-VAL] Sample 43: weight 0.203 -> 0.130 [S:T1-C4=99 %] [04:28:14.815] [SAMPLE-VAL] Sample 44: weight 0.500 -> 0.300 [S:T1-C4=86 %] [04:28:14.815] [SAMPLE-VAL] Sample 45: weight 0.050 -> 0.031 [S:T1-C4=94 %] [04:28:14.816] [SAMPLE-VAL] Sample 46: weight 0.500 -> 0.320 [S:T1-C4=98 %] [04:28:14.816] [SAMPLE-VAL] Sample 47: weight 1.000 -> 0.630 [S:T1-C4=94 %] [04:28:14.816] [SAMPLE-VAL] Sample 48: weight 0.025 -> 0.015 [S:T1-C4=90 %] [04:28:14.817] [SAMPLE-VAL] Sample 49: weight 0.500 -> 0.299 [S:T1-C4=85 %] [04:28:14.817] [SAMPLE-VAL] Sample 50: weight 0.203 -> 0.123 [S:T1-C4=87 %] [04:28:14.817] [SAMPLE-VAL] Zeroed 4 samples below relative threshold 0.010 x max 0.6296 = 0.006296 [04:28:14.817] [SAMPLE-VAL] Done. Weight range: 0.000-0.630 [04:28:14.817] [SAMPLE-VAL] Top sample 47 (w=0.630): S:AJ.AK3.AKT96.KT4 W:KT.52.J853.AQ865 [S:T1-C4=94 %] [04:28:14.817] [SAMPLE-VAL] Top sample 34 (w=0.622): S:AK.A5.AT986.AKT4 W:JT.K32.KJ53.Q865 [S:T1-C4=92 %] [04:28:14.817] [SAMPLE-VAL] Top sample 42 (w=0.622): S:AKJ.K.KJ965.AKT4 W:T.A532.AT83.Q865 [S:T1-C4=92 %] [04:28:14.818] [SAMPLE-VAL] Top sample 33 (w=0.621): S:A.AK3.AT965.AKT4 W:KJT.52.KJ83.Q865 [S:T1-C4=92 %] [04:28:14.818] [SAMPLE-VAL] Top sample 41 (w=0.616): S:A.K532.AKJ5.AKT4 W:KJT.A.T9863.Q865 [S:T1-C4=90 %] [04:28:14.818] After sample validation: 46 deals remaining [04:28:14.818] [PLAY-INFER] No inference observations detected [04:28:14.818] Using weighted samples: 46/46 have non-uniform weights (range 0.014-0.630) [04:28:14.818] Sample deals (46 total, showing first 20, by weight): [04:28:14.818] [1] (w=0.630) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK3.AKT96.KT4 KT.52.J853.AQ865 [04:28:14.818] [2] (w=0.622) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.A5.AT986.AKT4 JT.K32.KJ53.Q865 [04:28:14.818] [3] (w=0.622) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.K.KJ965.AKT4 T.A532.AT83.Q865 [04:28:14.818] [4] (w=0.621) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK3.AT965.AKT4 KJT.52.KJ83.Q865 [04:28:14.818] [5] (w=0.616) N:Q82.Q97.Q742.J93 976543.JT864..72 A.K532.AKJ5.AKT4 KJT.A.T9863.Q865 [04:28:14.819] [6] (w=0.616) N:Q82.Q97.Q742.J93 976543.JT864..72 KJT.A3.AKT3.AKT4 A.K52.J9865.Q865 [04:28:14.819] [7] (w=0.616) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.AK3.AT83.K84 T.52.KJ965.AQT65 [04:28:14.819] [8] (w=0.611) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.K2.AKJ86.AQ84 KT.A53.T953.KT65 [04:28:14.819] [9] (w=0.607) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.K3.KJ985.AK4 T.A52.AT63.QT865 [04:28:14.819] [10] (w=0.606) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK5.AJ83.KQT4 KT.32.KT965.A865 [04:28:14.819] [11] (w=0.606) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.AK3.KJT8.K84 T.52.A9653.AQT65 [04:28:14.819] [12] (w=0.606) N:Q82.Q97.Q742.J93 976543.JT864..72 AKT.AK2.KT93.KQ4 J.53.AJ865.AT865 [04:28:14.819] [13] (w=0.600) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.A52.AK83.AK84 KJ.K3.JT965.QT65 [04:28:14.819] [14] (w=0.600) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.A52.AKT6.AK84 KJ.K3.J9853.QT65 [04:28:14.819] [15] (w=0.591) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.A53.AKT65.AK4 KJ.K2.J983.QT865 [04:28:14.819] [16] (w=0.591) N:Q82.Q97.Q742.J93 976543.JT864..72 AJT.A.AKT983.AK4 K.K532.J65.QT865 [04:28:14.819] [17] (w=0.588) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK52.KT85.KQ4 JT.3.AJ963.AT865 [04:28:14.820] [18] (w=0.585) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.A53.AKT86.KQ4 JT.K2.J953.AT865 [04:28:14.820] [19] (w=0.581) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.A53.K863.AKQ4 JT.K2.AJT95.T865 [04:28:14.820] [20] (w=0.568) N:Q82.Q97.Q742.J93 976543.JT864..72 JT.AK2.AJ53.AKQ4 AK.53.KT986.T865 [04:28:14.820] ... and 26 more [04:28:14.919] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [04:28:14.919] HJ: [-460, -460, 50, -460, -460, -460, -430, -430, -430, -430, -430, -430, -460, -460, -430, -520, -430, -430, -460, -430, -460, -430, -460, -460, -460, -460, -460, -430, -490, -460, -460, -460, -460, -520, -490, -460, -460, -460, -460, -460, -460, -490, -460, -490, -490, -460] [04:28:14.919] H8: [-460, -460, 50, -460, -460, -460, -430, -430, -430, -430, -430, -430, -460, -460, -430, -520, -430, -430, -460, -430, -460, -430, -460, -460, -460, -460, -460, -430, -490, -460, -460, -460, -460, -520, -490, -460, -460, -460, -460, -460, -460, -490, -460, -490, -490, -460] [04:28:14.919] H4: [-460, -460, 50, -460, -460, -460, -430, -460, -460, -430, -430, -430, -460, -460, -430, -520, -460, -430, -460, -430, -460, -430, -460, -460, -460, -460, -460, -430, -490, -460, -460, -460, -460, -520, -490, -460, -460, -460, -460, -460, -490, -490, -460, -490, -490, -460] [04:28:14.919] H6: [-460, -460, 50, -460, -460, -460, -430, -460, -460, -430, -430, -430, -460, -460, -430, -520, -460, -430, -460, -430, -460, -430, -460, -460, -460, -460, -460, -430, -490, -460, -460, -460, -460, -520, -490, -460, -460, -460, -460, -460, -490, -490, -460, -490, -490, -460] [04:28:14.919] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [04:28:14.919] HJ: [2, 2, 5, 2, 2, 2, 3, 3, 3, 3, 3, 3, 2, 2, 3, 0, 3, 3, 2, 3, 2, 3, 2, 2, 2, 2, 2, 3, 1, 2, 2, 2, 2, 0, 1, 2, 2, 2, 2, 2, 2, 1, 2, 1, 1, 2] [04:28:14.920] H8: [2, 2, 5, 2, 2, 2, 3, 3, 3, 3, 3, 3, 2, 2, 3, 0, 3, 3, 2, 3, 2, 3, 2, 2, 2, 2, 2, 3, 1, 2, 2, 2, 2, 0, 1, 2, 2, 2, 2, 2, 2, 1, 2, 1, 1, 2] [04:28:14.920] H4: [2, 2, 5, 2, 2, 2, 3, 2, 2, 3, 3, 3, 2, 2, 3, 0, 2, 3, 2, 3, 2, 3, 2, 2, 2, 2, 2, 3, 1, 2, 2, 2, 2, 0, 1, 2, 2, 2, 2, 2, 1, 1, 2, 1, 1, 2] [04:28:14.920] H6: [2, 2, 5, 2, 2, 2, 3, 2, 2, 3, 3, 3, 2, 2, 3, 0, 2, 3, 2, 3, 2, 3, 2, 2, 2, 2, 2, 3, 1, 2, 2, 2, 2, 0, 1, 2, 2, 2, 2, 2, 1, 1, 2, 1, 1, 2] [04:28:14.920] --- IMP Calculation Output (card -> average IMP) --- [04:28:14.920] HJ: 0.07 [04:28:14.920] H8: 0.07 [04:28:14.920] H4: -0.07 [04:28:14.920] H6: -0.07 [04:28:14.920] === DDS DETAILED ANALYSIS === [04:28:14.920] Cards analyzed: 4, Samples per card: 46 [04:28:14.920] [04:28:14.920] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [04:28:14.921] ----- ------ --------- ------- ----------- -------------------------------- [04:28:14.921] H8 0.07 2.13 4 % 5 [2, 2, 5, 2, 2, 2, 3, 3, 3, 3, 3, 3, 2, 2, 3, 0, 3, 3, 2, 3...] [04:28:14.921] HJ 0.07 2.13 4 % 5 [2, 2, 5, 2, 2, 2, 3, 3, 3, 3, 3, 3, 2, 2, 3, 0, 3, 3, 2, 3...] [04:28:14.921] H4 -0.07 2.04 4 % 5 [2, 2, 5, 2, 2, 2, 3, 2, 2, 3, 3, 3, 2, 2, 3, 0, 2, 3, 2, 3...] [04:28:14.921] H6 -0.07 2.04 4 % 5 [2, 2, 5, 2, 2, 2, 3, 2, 2, 3, 3, 3, 2, 2, 3, 0, 2, 3, 2, 3...] [04:28:14.921] [04:28:14.921] Selected: H8 (IMPs=0.07, avgTricks=2.13) [04:28:14.921] =================== [04:28:14.921] [SD-DEF] Skipped: 2nd hand without the top card in H (def=8J46) [04:28:14.921] [TRUMP] Skipped: not a suit contract [04:28:14.921] Selected: H8 (avg 0.07 IMPs, 2.13 tricks) -- 1 tied card(s): HJ [04:28:14.922] [stage-timing] ok sample=1487ms validate=0ms nn=25ms signal=0ms simgames=1ms dds=100ms total=1617ms samples=46 cards=5 [04:28:14.922] === FindBestCardAsync: Position=E, CardsPlayed=5 === [04:28:14.922] Finding card to play for E: 976543.JT864..72 [04:28:14.922] Relative position: Righty, Contract type: NoTrump [04:28:14.922] Cards in hand mask: 4 [04:28:14.923] Candidate: 8H = 46.1 % [04:28:14.923] Candidate: xH = 44.6 % [04:28:14.923] Candidate: TH = 8.2 % [04:28:14.923] Candidate: JH = 1.1 % [04:28:14.923] Selected: H8 (46.1 %) -- 1 tied: H4 === Board DailyIMP2026-08-30_b1_t2 (API) - DDS Engine (E) - 2026-08-30 04:28:30 === === Board DailyIMP2026-08-30_b1_t2 (API) - Neural Network Engine (E) - 2026-08-30 04:28:30 === [04:28:30.941] === FindBestCardAsync: Position=E, CardsPlayed=11 === [04:28:30.941] Contract: 3N, Declarer: S, Dealer: N [04:28:30.941] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:30.941] Deal: N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A9653.AK4 KT.53.KJT8.QT865 [04:28:30.941] Position E is on defender's side - score table shifted by 0 defense tricks won [04:28:30.941] ****************************** [04:28:30.942] FindMatchingDealsWithPlayInternal Input: [04:28:30.942] Position parameter: E [04:28:30.942] Deal from game: N:... ... ... ... [04:28:30.942] Hand for N: Q82.Q97.Q742.J93 [04:28:30.942] Hand for E: 976543.JT864..72 [04:28:30.942] Hand for S: (null) [04:28:30.942] Hand for W: (null) [04:28:30.942] Cards played: C5, C9, C2, C4, H7, H8, HA, H3, D3, DK, D7 [04:28:30.942] Declarer: S [04:28:30.942] ****************************** [04:28:30.942] [DealFinder] Seed from player E hand: -820942917 [04:28:30.942] [DealFinder] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:30.942] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [04:28:30.942] [DealFinder] W HCP min 0 -> 3: restored 3 of PRIVATE floor -- we ARE E, the seat whose own cards produced it. [04:28:30.942] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1404MB, gc2=25) [04:28:30.943] [DealFinder] Using cardsPlayedCount=11 for visibility calculation [04:28:30.943] [ExtractPartialDeal] Position=E, Declarer=S, CardsPlayed=11 [04:28:30.943] [ExtractPartialDeal] Visible hands: E, N, S [04:28:30.943] [ExtractPartialDeal] Input deal: N:... ... ... ... [04:28:30.943] [ExtractPartialDeal] Extracted hands: [04:28:30.943] N: Q82.Q97.Q742.J93 (13 cards) [LOCKED] [04:28:30.943] E: 976543.JT864..72 (13 cards) [LOCKED] [04:28:30.943] S: ... (0 cards) [04:28:30.943] W: ... (0 cards) [04:28:30.943] [DealFinder] Trump suit from contract '3N': NoTrump [04:28:30.943] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [04:28:30.943] [ComputePlayedCards] Card 1: C5 played by W [04:28:30.943] [ComputePlayedCards] Card 2: C9 played by N [04:28:30.943] [ComputePlayedCards] Card 3: C2 played by E [04:28:30.943] [ComputePlayedCards] Card 4: C4 played by S [04:28:30.943] [ComputePlayedCards] Trick complete. Winner: N [04:28:30.943] [ComputePlayedCards] Card 5: H7 played by N [04:28:30.944] [ComputePlayedCards] Card 6: H8 played by E [04:28:30.944] [ComputePlayedCards] Card 7: HA played by S [04:28:30.944] [ComputePlayedCards] Card 8: H3 played by W [04:28:30.944] [ComputePlayedCards] Trick complete. Winner: S [04:28:30.944] [ComputePlayedCards] Card 9: D3 played by S [04:28:30.944] [ComputePlayedCards] Card 10: DK played by W [04:28:30.944] [ComputePlayedCards] Card 11: D7 played by N [04:28:30.944] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: C9, H7, D7 [04:28:30.944] [DealFinder] Locked player E has complete 13-card hand, skipping played cards: C2, H8 [04:28:30.944] [DealFinder] Added 3 played cards to S (was 0 cards): C4, HA, D3 [04:28:30.944] [DealFinder] Added 3 played cards to W (was 0 cards): C5, H3, DK [04:28:30.944] [DecomposePartnership] S: No tightening (CombinedHcpMin=22, CombinedHcpMax=, partner N HCP=7) [04:28:30.944] [DecomposePartnership] W: No tightening (CombinedHcpMin=, CombinedHcpMax=, partner E HCP=1) [04:28:30.944] [DealFinder] Bid verification enabled for: S [04:28:30.945] [DealFinder] Propagated S: HCP[22-23], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:30.945] [DealFinder] Propagated W: HCP[9-10], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:30.945] [DealFinder] Known cards per player: N=13, E=13, S=3, W=3 [04:28:30.945] [DealFinder] Locked players: N, E [04:28:30.945] [DealFinder] Total known cards: 32, Remaining deck: 20, Cards to deal: 20 [04:28:30.945] [DealFinder] Players needing cards: S:10, W:10 [04:28:30.946] Large number of cards remaining. Using random generation. [04:28:30.946] [DealFinder] Hands to validate (not 13 cards in partial): S, W [04:28:30.946] [VerifyHands] FAIL for S: KJ.A.AJT953.AQ64 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:30.948] [VerifyHands] FAIL for S: J.AK5.AT83.AKQT4 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:30.950] [VerifyHands] FAIL for S: AK.AK52.A963.T84 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:30.955] [VerifyHands] FAIL for S: KJT.AK52.63.AK84 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:30.957] [VerifyHands] FAIL for S: AKJ.AK52.JT3.K84 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:32.507] [Timing] Total: 1564ms, Generation: 13ms, Verification: 735ms [04:28:32.507] [Timing] Attempts: 880, PassedSimpleCheck: 359, FailedVerification: 309, Found: 50 [04:28:32.518] Search complete. Returning 50 deals. [04:28:32.518] Found 50 sample deals for simulation. [04:28:32.518] Valid deals for DDS: 50 / 50 [04:28:32.518] [SAMPLE-VAL] Validating 50 samples, hidden: S,W, contract: NT [04:28:32.526] [SAMPLE-VAL] Opening lead NN validation (C5): 20/50 samples adjusted [04:28:32.526] [SAMPLE-VAL] Opening lead rule validation (C5): 7/50 samples penalized for convention violation [04:28:32.526] [SAMPLE-VAL] T1: W=C5 N=C9 E=C2 S=C4 (leader=W) [04:28:32.527] [SAMPLE-VAL] T2: N=H7 E=H8 S=HA W=H3 (leader=N) [04:28:32.527] [SAMPLE-VAL] T3: S=D3 W=DK N=D7 (leader=S) (partial) [04:28:32.529] [SAMPLE-VAL] Sample 1: weight 0.500 -> 0.162 [S:T1-C4=94 % T2-HA=87 % T3-D3=18 %, W:T2-H3=100 % T3-DK=35 %] [04:28:32.530] [SAMPLE-VAL] Sample 2: weight 1.000 -> 0.402 [S:T1-C4=88 % T2-HA=75 % T3-D3=30 %, W:T2-H3=100 % T3-DK=44 %] [04:28:32.532] [SAMPLE-VAL] Sample 3: weight 0.020 -> 0.007 [S:T1-C4=96 % T2-HA=77 % T3-D3=8 %, W:T2-H3=100 % T3-DK=70 %] [04:28:32.534] [SAMPLE-VAL] Sample 4: weight 0.500 -> 0.220 [S:T1-C4=92 % T2-HA=75 % T3-D3=47 %, W:T2-H3=100 % T3-DK=45 %] [04:28:32.535] [SAMPLE-VAL] Sample 5: weight 0.025 -> 0.009 [S:T1-C4=92 % T2-HA=93 % T3-D3=13 %, W:T2-H3=100 % T3-DK=55 %] [04:28:32.537] [SAMPLE-VAL] Sample 6: weight 0.500 -> 0.203 [S:T1-C4=97 % T2-HA=100 % T3-D3=26 %, W:T2-H3=100 % T3-DK=59 %] [04:28:32.539] [SAMPLE-VAL] Sample 7: weight 1.000 -> 0.295 [S:T1-C4=86 % T2-HA=92 % T3-D3=36 %, W:T2-H3=99 % T3-DK=15 %] [04:28:32.540] [SAMPLE-VAL] Sample 8: weight 0.050 -> 0.018 [S:T1-C4=90 % T2-HA=95 % T3-D3=28 %, W:T2-H3=99 % T3-DK=35 %] [04:28:32.542] [SAMPLE-VAL] Sample 9: weight 1.000 -> 0.468 [S:T1-C4=95 % T2-HA=78 % T3-D3=33 %, W:T2-H3=100 % T3-DK=70 %] [04:28:32.543] [SAMPLE-VAL] Sample 10: weight 0.203 -> 0.094 [S:T1-C4=87 % T2-HA=79 % T3-D3=35 %, W:T2-H3=100 % T3-DK=69 %] [04:28:32.545] [SAMPLE-VAL] Sample 11: weight 0.005 -> 0.002 [S:T1-C4=75 % T2-HA=73 % T3-D3=27 %, W:T2-H3=100 % T3-DK=77 %] [04:28:32.547] [SAMPLE-VAL] Sample 12: weight 1.000 -> 0.385 [S:T1-C4=89 % T2-HA=73 % T3-D3=27 %, W:T2-H3=100 % T3-DK=40 %] [04:28:32.548] [SAMPLE-VAL] Sample 13: weight 0.500 -> 0.240 [S:T1-C4=88 % T2-HA=76 % T3-D3=32 %, W:T2-H3=100 % T3-DK=84 %] [04:28:32.550] [SAMPLE-VAL] Sample 14: weight 0.500 -> 0.216 [S:T1-C4=96 % T2-HA=78 % T3-D3=34 %, W:T2-H3=100 % T3-DK=48 %] [04:28:32.552] [SAMPLE-VAL] Sample 15: weight 0.500 -> 0.228 [S:T1-C4=96 % T2-HA=77 % T3-D3=50 %, W:T2-H3=100 % T3-DK=47 %] [04:28:32.554] [SAMPLE-VAL] Sample 16: weight 1.000 -> 0.473 [S:T1-C4=96 % T2-HA=100 % T3-D3=67 %, W:T2-H3=100 % T3-DK=58 %] [04:28:32.555] [SAMPLE-VAL] Sample 17: weight 0.203 -> 0.082 [S:T1-C4=87 % T2-HA=75 % T3-D3=49 %, W:T2-H3=100 % T3-DK=33 %] [04:28:32.557] [SAMPLE-VAL] Sample 18: weight 0.020 -> 0.009 [S:T1-C4=78 % T2-HA=73 % T3-D3=33 %, W:T2-H3=100 % T3-DK=65 %] [04:28:32.559] [SAMPLE-VAL] Sample 19: weight 0.101 -> 0.051 [S:T1-C4=79 % T2-HA=76 % T3-D3=62 %, W:T2-H3=100 % T3-DK=70 %] [04:28:32.560] [SAMPLE-VAL] Sample 20: weight 1.000 -> 0.434 [S:T1-C4=85 % T2-HA=76 % T3-D3=63 %, W:T2-H3=100 % T3-DK=37 %] [04:28:32.562] [SAMPLE-VAL] Sample 21: weight 0.005 -> 0.002 [S:T1-C4=76 % T2-HA=73 % T3-D3=23 %, W:T2-H3=100 % T3-DK=76 %] [04:28:32.564] [SAMPLE-VAL] Sample 22: weight 1.000 -> 0.400 [S:T1-C4=93 % T2-HA=93 % T3-D3=40 %, W:T2-H3=99 % T3-DK=45 %] [04:28:32.566] [SAMPLE-VAL] Sample 23: weight 1.000 -> 0.397 [S:T1-C4=88 % T2-HA=100 % T3-D3=54 %, W:T2-H3=100 % T3-DK=36 %] [04:28:32.567] [SAMPLE-VAL] Sample 24: weight 0.005 -> 0.002 [S:T1-C4=95 % T2-HA=78 % T3-D3=9 %, W:T2-H3=100 % T3-DK=53 %] [04:28:32.569] [SAMPLE-VAL] Sample 25: weight 0.500 -> 0.208 [S:T1-C4=82 % T2-HA=73 % T3-D3=25 %, W:T2-H3=100 % T3-DK=61 %] [04:28:32.571] [SAMPLE-VAL] Sample 26: weight 0.500 -> 0.191 [S:T1-C4=96 % T2-HA=75 % T3-D3=23 %, W:T2-H3=100 % T3-DK=40 %] [04:28:32.572] [SAMPLE-VAL] Sample 27: weight 0.203 -> 0.080 [S:T1-C4=77 % T2-HA=74 % T3-D3=30 %, W:T2-H3=100 % T3-DK=44 %] [04:28:32.574] [SAMPLE-VAL] Sample 28: weight 1.000 -> 0.480 [S:T1-C4=82 % T2-HA=77 % T3-D3=61 %, W:T2-H3=100 % T3-DK=57 %] [04:28:32.576] [SAMPLE-VAL] Sample 29: weight 1.000 -> 0.322 [S:T1-C4=82 % T2-HA=100 % T3-D3=26 %, W:T2-H3=100 % T3-DK=26 %] [04:28:32.577] [SAMPLE-VAL] Sample 30: weight 1.000 -> 0.501 [S:T1-C4=95 % T2-HA=77 % T3-D3=60 %, W:T2-H3=100 % T3-DK=62 %] [04:28:32.579] [SAMPLE-VAL] Sample 31: weight 1.000 -> 0.440 [S:T1-C4=96 % T2-HA=100 % T3-D3=53 %, W:T2-H3=99 % T3-DK=51 %] [04:28:32.580] [SAMPLE-VAL] Sample 32: weight 1.000 -> 0.457 [S:T1-C4=86 % T2-HA=77 % T3-D3=37 %, W:T2-H3=100 % T3-DK=64 %] [04:28:32.582] [SAMPLE-VAL] Sample 33: weight 0.010 -> 0.003 [S:T1-C4=93 % T2-HA=76 % T3-D3=18 %, W:T2-H3=100 % T3-DK=30 %] [04:28:32.585] [SAMPLE-VAL] Sample 34: weight 1.000 -> 0.438 [S:T1-C4=83 % T2-HA=73 % T3-D3=48 %, W:T2-H3=100 % T3-DK=48 %] [04:28:32.587] [SAMPLE-VAL] Sample 35: weight 0.500 -> 0.196 [S:T1-C4=96 % T2-HA=74 % T3-D3=21 %, W:T2-H3=100 % T3-DK=47 %] [04:28:32.589] [SAMPLE-VAL] Sample 36: weight 1.000 -> 0.242 [S:T1-C4=94 % T2-HA=47 % T3-D3=14 %, W:T2-H3=93 % T3-DK=20 %] [04:28:32.590] [SAMPLE-VAL] Sample 37: weight 0.500 -> 0.202 [S:T1-C4=95 % T2-HA=74 % T3-D3=17 %, W:T2-H3=100 % T3-DK=62 %] [04:28:32.592] [SAMPLE-VAL] Sample 38: weight 0.500 -> 0.131 [S:T1-C4=83 % T2-HA=93 % T3-D3=7 %, W:T2-H3=99 % T3-DK=29 %] [04:28:32.594] [SAMPLE-VAL] Sample 39: weight 0.500 -> 0.199 [S:T1-C4=86 % T2-HA=93 % T3-D3=46 %, W:T2-H3=99 % T3-DK=42 %] [04:28:32.595] [SAMPLE-VAL] Sample 40: weight 0.050 -> 0.014 [S:T1-C4=90 % T2-HA=91 % T3-D3=21 %, W:T2-H3=100 % T3-DK=17 %] [04:28:32.597] [SAMPLE-VAL] Sample 41: weight 1.000 -> 0.394 [S:T1-C4=93 % T2-HA=90 % T3-D3=41 %, W:T2-H3=100 % T3-DK=43 %] [04:28:32.598] [SAMPLE-VAL] Sample 42: weight 1.000 -> 0.475 [S:T1-C4=82 % T2-HA=74 % T3-D3=49 %, W:T2-H3=100 % T3-DK=65 %] [04:28:32.600] [SAMPLE-VAL] Sample 43: weight 0.203 -> 0.089 [S:T1-C4=83 % T2-HA=77 % T3-D3=44 %, W:T2-H3=100 % T3-DK=50 %] [04:28:32.602] [SAMPLE-VAL] Sample 44: weight 1.000 -> 0.500 [S:T1-C4=84 % T2-HA=74 % T3-D3=63 %, W:T2-H3=100 % T3-DK=66 %] [04:28:32.603] [SAMPLE-VAL] Sample 45: weight 1.000 -> 0.283 [S:T1-C4=89 % T2-HA=91 % T3-D3=21 %, W:T2-H3=100 % T3-DK=18 %] [04:28:32.605] [SAMPLE-VAL] Sample 46: weight 1.000 -> 0.462 [S:T1-C4=95 % T2-HA=77 % T3-D3=52 %, W:T2-H3=100 % T3-DK=49 %] [04:28:32.607] [SAMPLE-VAL] Sample 47: weight 1.000 -> 0.446 [S:T1-C4=95 % T2-HA=74 % T3-D3=48 %, W:T2-H3=100 % T3-DK=47 %] [04:28:32.608] [SAMPLE-VAL] Sample 48: weight 1.000 -> 0.426 [S:T1-C4=93 % T2-HA=73 % T3-D3=22 %, W:T2-H3=100 % T3-DK=67 %] [04:28:32.610] [SAMPLE-VAL] Sample 49: weight 0.500 -> 0.235 [S:T1-C4=92 % T2-HA=73 % T3-D3=34 %, W:T2-H3=100 % T3-DK=74 %] [04:28:32.611] [SAMPLE-VAL] Sample 50: weight 1.000 -> 0.492 [S:T1-C4=92 % T2-HA=78 % T3-D3=59 %, W:T2-H3=100 % T3-DK=59 %] [04:28:32.612] [SAMPLE-VAL] Zeroed 4 samples below relative threshold 0.010 x max 0.5012 = 0.005012 [04:28:32.612] [SAMPLE-VAL] Done. Weight range: 0.000-0.501 [04:28:32.612] [SAMPLE-VAL] Top sample 30 (w=0.501): S:AT.AK2.A963.AK64 W:KJ.53.KJT85.QT85 [S:T1-C4=95 % T2-HA=77 % T3-D3=60 %, W:T2-H3=100 % T3-DK=62 %] [04:28:32.612] [SAMPLE-VAL] Top sample 44 (w=0.500): S:AK.AK2.J9863.AK4 W:JT.53.AKT5.QT865 [S:T1-C4=84 % T2-HA=74 % T3-D3=63 %, W:T2-H3=100 % T3-DK=66 %] [04:28:32.612] [SAMPLE-VAL] Top sample 50 (w=0.492): S:AT.AK2.A953.AKT4 W:KJ.53.KJT86.Q865 [S:T1-C4=92 % T2-HA=78 % T3-D3=59 %, W:T2-H3=100 % T3-DK=59 %] [04:28:32.612] [SAMPLE-VAL] Top sample 28 (w=0.480): S:AT.AK5.AT853.AK4 W:KJ.32.KJ96.QT865 [S:T1-C4=82 % T2-HA=77 % T3-D3=61 %, W:T2-H3=100 % T3-DK=57 %] [04:28:32.612] [SAMPLE-VAL] Top sample 42 (w=0.475): S:AT.AK.AJT963.AK4 W:KJ.532.K85.QT865 [S:T1-C4=82 % T2-HA=74 % T3-D3=49 %, W:T2-H3=100 % T3-DK=65 %] [04:28:32.612] After sample validation: 46 deals remaining [04:28:32.612] [PLAY-INFER] No inference observations detected [04:28:32.612] Using weighted samples: 46/46 have non-uniform weights (range 0.007-0.501) [04:28:32.612] Sample deals (46 total, showing first 20, by weight): [04:28:32.612] [1] (w=0.501) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.AK2.A963.AK64 KJ.53.KJT85.QT85 [04:28:32.612] [2] (w=0.500) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK2.J9863.AK4 JT.53.AKT5.QT865 [04:28:32.613] [3] (w=0.492) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.AK2.A953.AKT4 KJ.53.KJT86.Q865 [04:28:32.613] [4] (w=0.480) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.AK5.AT853.AK4 KJ.32.KJ96.QT865 [04:28:32.613] [5] (w=0.475) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.AK.AJT963.AK4 KJ.532.K85.QT865 [04:28:32.613] [6] (w=0.473) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.A.A8653.AK64 T.K532.KJT9.QT85 [04:28:32.613] [7] (w=0.468) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.AK5.AT63.KT4 T.32.KJ985.AQ865 [04:28:32.613] [8] (w=0.462) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK.AJ653.AK64 AT.532.KT98.QT85 [04:28:32.613] [9] (w=0.457) N:Q82.Q97.Q742.J93 976543.JT864..72 KJT.AK2.AT63.AK4 A.53.KJ985.QT865 [04:28:32.613] [10] (w=0.446) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK5.AJ963.AK64 KJT.32.KT85.QT85 [04:28:32.613] [11] (w=0.440) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.A.A9853.AK64 T.K532.KJT6.QT85 [04:28:32.613] [12] (w=0.438) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK52.AT653.AK4 KJT.3.KJ98.QT865 [04:28:32.613] [13] (w=0.434) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK.AJ8653.AK4 AT.532.KT9.QT865 [04:28:32.613] [14] (w=0.426) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK5.JT93.AKT4 JT.32.AK865.Q865 [04:28:32.613] [15] (w=0.402) N:Q82.Q97.Q742.J93 976543.JT864..72 AJT.AK5.AJ93.KQ4 K.32.KT865.AT865 [04:28:32.614] [16] (w=0.400) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.A2.A963.AKT4 T.K53.KJT85.Q865 [04:28:32.614] [17] (w=0.397) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.A.AT653.AQ84 T.K532.KJ98.KT65 [04:28:32.614] [18] (w=0.394) N:Q82.Q97.Q742.J93 976543.JT864..72 AKT.A5.A953.AKT4 J.K32.KJT86.Q865 [04:28:32.614] [19] (w=0.385) N:Q82.Q97.Q742.J93 976543.JT864..72 AKT.AK.AJT83.K84 J.532.K965.AQT65 [04:28:32.614] [20] (w=0.322) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJT.A.AJT83.KQ4 .K532.K965.AT865 [04:28:32.614] ... and 26 more [04:28:32.669] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [04:28:32.669] S7: [-460, -460, -460, -430, -490, -430, -430, -460, -430, -490, -460, -430, -460, -460, -460, -460, -400, -460, -460, -430, -460, -430, -430, -460, -460, -460, -490, -490, -460, -460, -460, -460, -460, -490, -460, -430, -430, -490, -460, -460, -460, -460, -460, -460, -460, -460] [04:28:32.669] S9: [-460, -460, -460, -430, -490, -430, -430, -460, -430, -490, -460, -430, -460, -460, -460, -460, -400, -460, -460, -430, -460, -430, -430, -460, -460, -460, -490, -490, -460, -460, -460, -460, -460, -490, -460, -430, -430, -490, -460, -460, -460, -460, -460, -460, -460, -460] [04:28:32.669] H4: [-460, -460, -460, -430, -490, -430, -430, -460, -430, -490, -460, -430, -460, -460, -460, -460, -430, -460, -460, -430, -460, -430, -430, -460, -460, -460, -490, -490, -460, -460, -460, -460, -460, -490, -460, -430, -430, -490, -460, -460, -460, -460, -460, -460, -460, -460] [04:28:32.669] H6: [-460, -460, -460, -430, -490, -430, -430, -460, -430, -490, -460, -430, -460, -460, -460, -460, -430, -460, -460, -430, -460, -430, -430, -460, -460, -460, -490, -490, -460, -460, -460, -460, -460, -490, -460, -430, -430, -490, -460, -460, -460, -460, -460, -460, -460, -460] [04:28:32.669] HJ: [-460, -460, -460, -430, -490, -430, -430, -460, -430, -490, -460, -430, -460, -460, -460, -460, -430, -460, -460, -430, -460, -430, -430, -460, -460, -460, -490, -490, -460, -460, -460, -460, -460, -490, -460, -430, -430, -490, -460, -460, -460, -460, -460, -460, -460, -460] [04:28:32.669] C7: [-460, -460, -460, -430, -490, -430, -430, -460, -430, -490, -460, -430, -460, -460, -460, -460, -400, -460, -460, -430, -460, -430, -430, -460, -460, -460, -490, -490, -460, -460, -460, -460, -460, -490, -460, -430, -430, -490, -460, -460, -460, -460, -460, -460, -460, -460] [04:28:32.670] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [04:28:32.670] S7: [2, 2, 2, 3, 1, 3, 3, 2, 3, 1, 2, 3, 2, 2, 2, 2, 4, 2, 2, 3, 2, 3, 3, 2, 2, 2, 1, 1, 2, 2, 2, 2, 2, 1, 2, 3, 3, 1, 2, 2, 2, 2, 2, 2, 2, 2] [04:28:32.670] S9: [2, 2, 2, 3, 1, 3, 3, 2, 3, 1, 2, 3, 2, 2, 2, 2, 4, 2, 2, 3, 2, 3, 3, 2, 2, 2, 1, 1, 2, 2, 2, 2, 2, 1, 2, 3, 3, 1, 2, 2, 2, 2, 2, 2, 2, 2] [04:28:32.670] H4: [2, 2, 2, 3, 1, 3, 3, 2, 3, 1, 2, 3, 2, 2, 2, 2, 3, 2, 2, 3, 2, 3, 3, 2, 2, 2, 1, 1, 2, 2, 2, 2, 2, 1, 2, 3, 3, 1, 2, 2, 2, 2, 2, 2, 2, 2] [04:28:32.670] H6: [2, 2, 2, 3, 1, 3, 3, 2, 3, 1, 2, 3, 2, 2, 2, 2, 3, 2, 2, 3, 2, 3, 3, 2, 2, 2, 1, 1, 2, 2, 2, 2, 2, 1, 2, 3, 3, 1, 2, 2, 2, 2, 2, 2, 2, 2] [04:28:32.670] HJ: [2, 2, 2, 3, 1, 3, 3, 2, 3, 1, 2, 3, 2, 2, 2, 2, 3, 2, 2, 3, 2, 3, 3, 2, 2, 2, 1, 1, 2, 2, 2, 2, 2, 1, 2, 3, 3, 1, 2, 2, 2, 2, 2, 2, 2, 2] [04:28:32.670] C7: [2, 2, 2, 3, 1, 3, 3, 2, 3, 1, 2, 3, 2, 2, 2, 2, 4, 2, 2, 3, 2, 3, 3, 2, 2, 2, 1, 1, 2, 2, 2, 2, 2, 1, 2, 3, 3, 1, 2, 2, 2, 2, 2, 2, 2, 2] [04:28:32.670] --- IMP Calculation Output (card -> average IMP) --- [04:28:32.670] S7: 0.02 [04:28:32.670] S9: 0.02 [04:28:32.670] C7: 0.02 [04:28:32.670] H4: -0.02 [04:28:32.671] H6: -0.02 [04:28:32.671] HJ: -0.02 [04:28:32.671] === DDS DETAILED ANALYSIS === [04:28:32.671] Cards analyzed: 6, Samples per card: 46 [04:28:32.671] [04:28:32.671] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [04:28:32.671] ----- ------ --------- ------- ----------- -------------------------------- [04:28:32.671] S7 0.02 2.13 0 % 4 [2, 2, 2, 3, 1, 3, 3, 2, 3, 1, 2, 3, 2, 2, 2, 2, 4, 2, 2, 3...] [04:28:32.671] C7 0.02 2.13 0 % 4 [2, 2, 2, 3, 1, 3, 3, 2, 3, 1, 2, 3, 2, 2, 2, 2, 4, 2, 2, 3...] [04:28:32.671] S9 0.02 2.13 0 % 4 [2, 2, 2, 3, 1, 3, 3, 2, 3, 1, 2, 3, 2, 2, 2, 2, 4, 2, 2, 3...] [04:28:32.671] H4 -0.02 2.11 0 % 3 [2, 2, 2, 3, 1, 3, 3, 2, 3, 1, 2, 3, 2, 2, 2, 2, 3, 2, 2, 3...] [04:28:32.671] H6 -0.02 2.11 0 % 3 [2, 2, 2, 3, 1, 3, 3, 2, 3, 1, 2, 3, 2, 2, 2, 2, 3, 2, 2, 3...] [04:28:32.671] HJ -0.02 2.11 0 % 3 [2, 2, 2, 3, 1, 3, 3, 2, 3, 1, 2, 3, 2, 2, 2, 2, 3, 2, 2, 3...] [04:28:32.671] [04:28:32.671] Selected: S7 (IMPs=0.02, avgTricks=2.13) [04:28:32.672] =================== [04:28:32.672] [SD-DEF] Skipped: not following suit (discard/lead), guard pass N/A [04:28:32.672] [TRUMP] Skipped: not a suit contract [04:28:32.672] Selected: S7 (avg 0.02 IMPs, 2.13 tricks) -- 2 tied card(s): C7, S9 [04:28:32.672] [stage-timing] ok sample=1576ms validate=0ms nn=93ms signal=0ms simgames=1ms dds=56ms total=1730ms samples=46 cards=11 [04:28:32.672] === FindBestCardAsync: Position=E, CardsPlayed=11 === [04:28:32.672] Finding card to play for E: 976543.JT864..72 [04:28:32.672] Relative position: Righty, Contract type: NoTrump [04:28:32.672] Cards in hand mask: 6 [04:28:32.673] Candidate: xS = 73.6 % [04:28:32.673] Candidate: xH = 12.8 % [04:28:32.673] Candidate: xC = 7.3 % [04:28:32.673] Candidate: 9S = 6.1 % [04:28:32.673] Candidate: JH = 0.1 % [04:28:32.673] Candidate: TH = 0.0 % [04:28:32.674] Selected: S3 (73.6 %) === Board DailyIMP2026-08-30_b1_t2 (API) - DDS Engine (E) - 2026-08-30 04:28:35 === === Board DailyIMP2026-08-30_b1_t2 (API) - Neural Network Engine (E) - 2026-08-30 04:28:35 === [04:28:35.401] === FindBestCardAsync: Position=E, CardsPlayed=14 === [04:28:35.402] Contract: 3N, Declarer: S, Dealer: N [04:28:35.402] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:35.402] Deal: N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A9653.AK4 KT.53.KJT8.QT865 [04:28:35.402] Position E is on defender's side - score table shifted by 1 defense tricks won [04:28:35.402] ****************************** [04:28:35.402] FindMatchingDealsWithPlayInternal Input: [04:28:35.402] Position parameter: E [04:28:35.402] Deal from game: N:... ... ... ... [04:28:35.402] Hand for N: Q82.Q97.Q742.J93 [04:28:35.402] Hand for E: 976543.JT864..72 [04:28:35.402] Hand for S: (null) [04:28:35.402] Hand for W: (null) [04:28:35.402] Cards played: C5, C9, C2, C4, H7, H8, HA, H3, D3, DK, D7, S5, H5, HQ [04:28:35.402] Declarer: S [04:28:35.403] ****************************** [04:28:35.403] [DealFinder] Seed from player E hand: -820942917 [04:28:35.403] [DealFinder] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:35.403] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [04:28:35.403] [DealFinder] W HCP min 0 -> 3: restored 3 of PRIVATE floor -- we ARE E, the seat whose own cards produced it. [04:28:35.403] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1403MB, gc2=25) [04:28:35.403] [DealFinder] Using cardsPlayedCount=14 for visibility calculation [04:28:35.403] [ExtractPartialDeal] Position=E, Declarer=S, CardsPlayed=14 [04:28:35.403] [ExtractPartialDeal] Visible hands: E, N, S [04:28:35.403] [ExtractPartialDeal] Input deal: N:... ... ... ... [04:28:35.403] [ExtractPartialDeal] Extracted hands: [04:28:35.403] N: Q82.Q97.Q742.J93 (13 cards) [LOCKED] [04:28:35.403] E: 976543.JT864..72 (13 cards) [LOCKED] [04:28:35.404] S: ... (0 cards) [04:28:35.404] W: ... (0 cards) [04:28:35.404] [DealFinder] Trump suit from contract '3N': NoTrump [04:28:35.404] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [04:28:35.404] [ComputePlayedCards] Card 1: C5 played by W [04:28:35.404] [ComputePlayedCards] Card 2: C9 played by N [04:28:35.404] [ComputePlayedCards] Card 3: C2 played by E [04:28:35.404] [ComputePlayedCards] Card 4: C4 played by S [04:28:35.404] [ComputePlayedCards] Trick complete. Winner: N [04:28:35.404] [ComputePlayedCards] Card 5: H7 played by N [04:28:35.404] [ComputePlayedCards] Card 6: H8 played by E [04:28:35.404] [ComputePlayedCards] Card 7: HA played by S [04:28:35.404] [ComputePlayedCards] Card 8: H3 played by W [04:28:35.404] [ComputePlayedCards] Trick complete. Winner: S [04:28:35.404] [ComputePlayedCards] Card 9: D3 played by S [04:28:35.404] [ComputePlayedCards] Card 10: DK played by W [04:28:35.404] [ComputePlayedCards] Card 11: D7 played by N [04:28:35.405] [ComputePlayedCards] Card 12: S5 played by E [04:28:35.405] [ComputePlayedCards] Trick complete. Winner: W [04:28:35.405] [ComputePlayedCards] Card 13: H5 played by W [04:28:35.405] [ComputePlayedCards] Card 14: HQ played by N [04:28:35.405] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: C9, H7, D7, HQ [04:28:35.405] [DealFinder] Locked player E has complete 13-card hand, skipping played cards: C2, H8, S5 [04:28:35.405] [DealFinder] Added 3 played cards to S (was 0 cards): C4, HA, D3 [04:28:35.405] [DealFinder] Added 4 played cards to W (was 0 cards): C5, H3, DK, H5 [04:28:35.405] [DecomposePartnership] S: No tightening (CombinedHcpMin=22, CombinedHcpMax=, partner N HCP=7) [04:28:35.405] [DecomposePartnership] W: No tightening (CombinedHcpMin=, CombinedHcpMax=, partner E HCP=1) [04:28:35.405] [DealFinder] Bid verification enabled for: S [04:28:35.405] [DealFinder] Propagated S: HCP[22-23], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:35.405] [DealFinder] Propagated W: HCP[9-10], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:35.406] [DealFinder] Known cards per player: N=13, E=13, S=3, W=4 [04:28:35.406] [DealFinder] Locked players: N, E [04:28:35.406] [DealFinder] Total known cards: 33, Remaining deck: 19, Cards to deal: 19 [04:28:35.406] [DealFinder] Players needing cards: S:10, W:9 [04:28:35.406] Large number of cards remaining. Using random generation. [04:28:35.406] [DealFinder] Hands to validate (not 13 cards in partial): S, W [04:28:35.407] [VerifyHands] FAIL for S: AKJT.AK.T853.AT4 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:35.409] [VerifyHands] FAIL for S: KJ.AK2.T963.KQT4 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:35.411] [VerifyHands] FAIL for S: AKT.A.T98653.A64 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:35.413] [VerifyHands] FAIL for S: AK.AK.JT963.K864 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:35.415] [VerifyHands] FAIL for S: KJ.AK.JT8653.AT4 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:37.564] [Timing] Total: 2161ms, Generation: 14ms, Verification: 742ms [04:28:37.565] [Timing] Attempts: 648, PassedSimpleCheck: 648, FailedVerification: 598, Found: 50 [04:28:37.576] Search complete. Returning 50 deals. [04:28:37.576] Found 50 sample deals for simulation. [04:28:37.576] Valid deals for DDS: 50 / 50 [04:28:37.576] [SAMPLE-VAL] Validating 50 samples, hidden: S,W, contract: NT [04:28:37.584] [SAMPLE-VAL] Opening lead NN validation (C5): 30/50 samples adjusted [04:28:37.585] [SAMPLE-VAL] Opening lead rule validation (C5): 13/50 samples penalized for convention violation [04:28:37.585] [SAMPLE-VAL] T1: W=C5 N=C9 E=C2 S=C4 (leader=W) [04:28:37.585] [SAMPLE-VAL] T2: N=H7 E=H8 S=HA W=H3 (leader=N) [04:28:37.585] [SAMPLE-VAL] T3: S=D3 W=DK N=D7 E=S5 (leader=S) [04:28:37.585] [SAMPLE-VAL] T4: W=H5 N=HQ (leader=W) (partial) [04:28:37.587] [SAMPLE-VAL] Sample 1: weight 0.500 -> 0.129 [S:T1-C4=82 % T2-HA=100 % T3-D3=37 %, W:T2-H3=100 % T3-DK=32 % T4-H5=30 %] [04:28:37.589] [SAMPLE-VAL] Sample 2: weight 0.203 -> 0.052 [S:T1-C4=85 % T2-HA=100 % T3-D3=34 %, W:T2-H3=99 % T3-DK=42 % T4-H5=23 %] [04:28:37.591] [SAMPLE-VAL] Sample 3: weight 1.000 -> 0.046 [S:T1-C4=91 % T2-HA=91 % T3-D3=45 %, W:T2-H3=99 % T3-DK=42 % T4-H5=1 %!] [04:28:37.593] [SAMPLE-VAL] Sample 4: weight 0.025 -> 0.006 [S:T1-C4=98 % T2-HA=73 % T3-D3=25 %, W:T2-H3=100 % T3-DK=27 % T4-H5=20 %] [04:28:37.595] [SAMPLE-VAL] Sample 5: weight 1.000 -> 0.337 [S:T1-C4=93 % T2-HA=77 % T3-D3=32 %, W:T2-H3=100 % T3-DK=54 % T4-H5=60 %] [04:28:37.597] [SAMPLE-VAL] Sample 6: weight 1.000 -> 0.315 [S:T1-C4=90 % T2-HA=74 % T3-D3=47 %, W:T2-H3=100 % T3-DK=47 % T4-H5=34 %] [04:28:37.599] [SAMPLE-VAL] Sample 7: weight 0.101 -> 0.037 [S:T1-C4=96 % T2-HA=77 % T3-D3=39 %, W:T2-H3=100 % T3-DK=72 % T4-H5=55 %] [04:28:37.600] [SAMPLE-VAL] Sample 8: weight 0.025 -> 0.007 [S:T1-C4=85 % T2-HA=78 % T3-D3=29 %, W:T2-H3=100 % T3-DK=59 % T4-H5=16 %] [04:28:37.602] [SAMPLE-VAL] Sample 9: weight 1.000 -> 0.314 [S:T1-C4=89 % T2-HA=77 % T3-D3=54 %, W:T2-H3=100 % T3-DK=55 % T4-H5=24 %] [04:28:37.604] [SAMPLE-VAL] Sample 10: weight 0.500 -> 0.031 [S:T1-C4=98 % T2-HA=93 % T3-D3=48 %, W:T2-H3=99 % T3-DK=55 % T4-H5=2 %!] [04:28:37.606] [SAMPLE-VAL] Sample 11: weight 0.025 -> 0.007 [S:T1-C4=85 % T2-HA=78 % T3-D3=38 %, W:T2-H3=100 % T3-DK=42 % T4-H5=33 %] [04:28:37.608] [SAMPLE-VAL] Sample 12: weight 1.000 -> 0.202 [S:T1-C4=84 % T2-HA=100 % T3-D3=12 %, W:T2-H3=100 % T3-DK=30 % T4-H5=21 %] [04:28:37.610] [SAMPLE-VAL] Sample 13: weight 1.000 -> 0.313 [S:T1-C4=89 % T2-HA=73 % T3-D3=47 %, W:T2-H3=100 % T3-DK=38 % T4-H5=41 %] [04:28:37.612] [SAMPLE-VAL] Sample 14: weight 1.000 -> 0.334 [S:T1-C4=93 % T2-HA=76 % T3-D3=40 %, W:T2-H3=100 % T3-DK=59 % T4-H5=42 %] [04:28:37.614] [SAMPLE-VAL] Sample 15: weight 0.005 -> 0.001 [S:T1-C4=93 % T2-HA=100 % T3-D3=22 %, W:T2-H3=100 % T3-DK=32 % T4-H5=20 %] [04:28:37.616] [SAMPLE-VAL] Sample 16: weight 1.000 -> 0.254 [S:T1-C4=93 % T2-HA=100 % T3-D3=34 %, W:T2-H3=99 % T3-DK=32 % T4-H5=25 %] [04:28:37.618] [SAMPLE-VAL] Sample 17: weight 0.025 -> 0.009 [S:T1-C4=97 % T2-HA=75 % T3-D3=64 %, W:T2-H3=100 % T3-DK=68 % T4-H5=28 %] [04:28:37.620] [SAMPLE-VAL] Sample 18: weight 1.000 -> 0.240 [S:T1-C4=93 % T2-HA=100 % T3-D3=40 %, W:T2-H3=100 % T3-DK=19 % T4-H5=26 %] [04:28:37.621] [SAMPLE-VAL] Sample 19: weight 0.101 -> 0.034 [S:T1-C4=74 % T2-HA=69 % T3-D3=39 %, W:T2-H3=100 % T3-DK=71 % T4-H5=49 %] [04:28:37.623] [SAMPLE-VAL] Sample 20: weight 0.500 -> 0.187 [S:T1-C4=92 % T2-HA=79 % T3-D3=53 %, W:T2-H3=100 % T3-DK=74 % T4-H5=50 %] [04:28:37.625] [SAMPLE-VAL] Sample 21: weight 0.203 -> 0.058 [S:T1-C4=86 % T2-HA=77 % T3-D3=54 %, W:T2-H3=100 % T3-DK=36 % T4-H5=21 %] [04:28:37.627] [SAMPLE-VAL] Sample 22: weight 1.000 -> 0.241 [S:T1-C4=85 % T2-HA=79 % T3-D3=30 %, W:T2-H3=100 % T3-DK=33 % T4-H5=15 %] [04:28:37.629] [SAMPLE-VAL] Sample 23: weight 0.101 -> 0.029 [S:T1-C4=92 % T2-HA=77 % T3-D3=26 %, W:T2-H3=100 % T3-DK=57 % T4-H5=27 %] [04:28:37.631] [SAMPLE-VAL] Sample 24: weight 1.000 -> 0.327 [S:T1-C4=95 % T2-HA=76 % T3-D3=38 %, W:T2-H3=100 % T3-DK=63 % T4-H5=36 %] [04:28:37.633] [SAMPLE-VAL] Sample 25: weight 0.500 -> 0.157 [S:T1-C4=84 % T2-HA=75 % T3-D3=49 %, W:T2-H3=100 % T3-DK=46 % T4-H5=36 %] [04:28:37.634] [SAMPLE-VAL] Sample 26: weight 0.005 -> 0.001 [S:T1-C4=77 % T2-HA=75 % T3-D3=4 %!, W:T2-H3=100 % T3-DK=57 % T4-H5=40 %] [04:28:37.636] [SAMPLE-VAL] Sample 27: weight 0.500 -> 0.122 [S:T1-C4=82 % T2-HA=76 % T3-D3=20 %, W:T2-H3=100 % T3-DK=40 % T4-H5=22 %] [04:28:37.638] [SAMPLE-VAL] Sample 28: weight 0.500 -> 0.168 [S:T1-C4=93 % T2-HA=79 % T3-D3=33 %, W:T2-H3=100 % T3-DK=77 % T4-H5=41 %] [04:28:37.642] [SAMPLE-VAL] Sample 30: weight 0.025 -> 0.006 [S:T1-C4=87 % T2-HA=76 % T3-D3=22 %, W:T2-H3=100 % T3-DK=39 % T4-H5=28 %] [04:28:37.644] [SAMPLE-VAL] Sample 31: weight 0.101 -> 0.030 [S:T1-C4=97 % T2-HA=79 % T3-D3=21 %, W:T2-H3=100 % T3-DK=42 % T4-H5=48 %] [04:28:37.645] [SAMPLE-VAL] Sample 32: weight 1.000 -> 0.284 [S:T1-C4=88 % T2-HA=76 % T3-D3=23 %, W:T2-H3=100 % T3-DK=47 % T4-H5=38 %] [04:28:37.647] [SAMPLE-VAL] Sample 33: weight 0.025 -> 0.008 [S:T1-C4=95 % T2-HA=77 % T3-D3=56 %, W:T2-H3=100 % T3-DK=63 % T4-H5=15 %] [04:28:37.649] [SAMPLE-VAL] Sample 34: weight 0.500 -> 0.014 [S:T1-C4=97 % T2-HA=87 % T3-D3=15 %, W:T2-H3=100 % T3-DK=28 % T4-H5=1 %!] [04:28:37.651] [SAMPLE-VAL] Sample 35: weight 0.203 -> 0.013 [S:T1-C4=88 % T2-HA=93 % T3-D3=40 %, W:T2-H3=98 % T3-DK=36 % T4-H5=2 %!] [04:28:37.653] [SAMPLE-VAL] Sample 36: weight 0.500 -> 0.035 [S:T1-C4=91 % T2-HA=93 % T3-D3=45 %, W:T2-H3=99 % T3-DK=41 % T4-H5=2 %!] [04:28:37.655] [SAMPLE-VAL] Sample 37: weight 1.000 -> 0.361 [S:T1-C4=97 % T2-HA=76 % T3-D3=64 %, W:T2-H3=100 % T3-DK=57 % T4-H5=42 %] [04:28:37.656] [SAMPLE-VAL] Sample 38: weight 0.025 -> 0.009 [S:T1-C4=91 % T2-HA=77 % T3-D3=55 %, W:T2-H3=100 % T3-DK=78 % T4-H5=32 %] [04:28:37.658] [SAMPLE-VAL] Sample 39: weight 0.500 -> 0.156 [S:T1-C4=85 % T2-HA=77 % T3-D3=33 %, W:T2-H3=100 % T3-DK=46 % T4-H5=47 %] [04:28:37.660] [SAMPLE-VAL] Sample 40: weight 0.005 -> 0.002 [S:T1-C4=91 % T2-HA=72 % T3-D3=22 %, W:T2-H3=100 % T3-DK=71 % T4-H5=44 %] [04:28:37.662] [SAMPLE-VAL] Sample 41: weight 0.500 -> 0.166 [S:T1-C4=91 % T2-HA=77 % T3-D3=63 %, W:T2-H3=100 % T3-DK=64 % T4-H5=24 %] [04:28:37.664] [SAMPLE-VAL] Sample 42: weight 0.025 -> 0.007 [S:T1-C4=94 % T2-HA=75 % T3-D3=30 %, W:T2-H3=100 % T3-DK=35 % T4-H5=41 %] [04:28:37.666] [SAMPLE-VAL] Sample 43: weight 0.101 -> 0.024 [S:T1-C4=92 % T2-HA=75 % T3-D3=15 %, W:T2-H3=100 % T3-DK=30 % T4-H5=32 %] [04:28:37.668] [SAMPLE-VAL] Sample 44: weight 1.000 -> 0.299 [S:T1-C4=84 % T2-HA=76 % T3-D3=66 %, W:T2-H3=100 % T3-DK=57 % T4-H5=15 %] [04:28:37.669] [SAMPLE-VAL] Sample 45: weight 1.000 -> 0.346 [S:T1-C4=94 % T2-HA=71 % T3-D3=49 %, W:T2-H3=100 % T3-DK=72 % T4-H5=38 %] [04:28:37.671] [SAMPLE-VAL] Sample 46: weight 0.025 -> 0.006 [S:T1-C4=91 % T2-HA=76 % T3-D3=21 %, W:T2-H3=100 % T3-DK=32 % T4-H5=13 %] [04:28:37.673] [SAMPLE-VAL] Sample 47: weight 0.500 -> 0.156 [S:T1-C4=93 % T2-HA=77 % T3-D3=48 %, W:T2-H3=100 % T3-DK=59 % T4-H5=24 %] [04:28:37.675] [SAMPLE-VAL] Sample 48: weight 0.100 -> 0.025 [S:T1-C4=98 % T2-HA=78 % T3-D3=28 %, W:T2-H3=100 % T3-DK=49 % T4-H5=12 %] [04:28:37.677] [SAMPLE-VAL] Sample 49: weight 1.000 -> 0.345 [S:T1-C4=86 % T2-HA=74 % T3-D3=59 %, W:T2-H3=100 % T3-DK=62 % T4-H5=37 %] [04:28:37.678] [SAMPLE-VAL] Sample 50: weight 0.203 -> 0.066 [S:T1-C4=77 % T2-HA=75 % T3-D3=59 %, W:T2-H3=100 % T3-DK=43 % T4-H5=42 %] [04:28:37.678] [SAMPLE-VAL] Zeroed 4 samples below relative threshold 0.010 x max 0.3607 = 0.003607 [04:28:37.678] [SAMPLE-VAL] Done. Weight range: 0.000-0.361 [04:28:37.679] [SAMPLE-VAL] Top sample 37 (w=0.361): S:AJ.AK.AT653.AQ64 W:KT.532.KJ98.KT85 [S:T1-C4=97 % T2-HA=76 % T3-D3=64 %, W:T2-H3=100 % T3-DK=57 % T4-H5=42 %] [04:28:37.679] [SAMPLE-VAL] Top sample 45 (w=0.346): S:AK.AK.JT953.AK64 W:JT.532.AK86.QT85 [S:T1-C4=94 % T2-HA=71 % T3-D3=49 %, W:T2-H3=100 % T3-DK=72 % T4-H5=38 %] [04:28:37.679] [SAMPLE-VAL] Top sample 49 (w=0.345): S:AKT.AK.A9853.KQ4 W:J.532.KJT6.AT865 [S:T1-C4=86 % T2-HA=74 % T3-D3=59 %, W:T2-H3=100 % T3-DK=62 % T4-H5=37 %] [04:28:37.679] [SAMPLE-VAL] Top sample 5 (w=0.337): S:AKJT.AK.AJ53.KT4 W:.532.KT986.AQ865 [S:T1-C4=93 % T2-HA=77 % T3-D3=32 %, W:T2-H3=100 % T3-DK=54 % T4-H5=60 %] [04:28:37.679] [SAMPLE-VAL] Top sample 14 (w=0.334): S:AKJ.AK.AJ963.KT4 W:T.532.KT85.AQ865 [S:T1-C4=93 % T2-HA=76 % T3-D3=40 %, W:T2-H3=100 % T3-DK=59 % T4-H5=42 %] [04:28:37.679] After sample validation: 46 deals remaining [04:28:37.679] [PLAY-INFER] No inference observations detected [04:28:37.679] Using weighted samples: 46/46 have non-uniform weights (range 0.006-0.361) [04:28:37.679] Sample deals (46 total, showing first 20, by weight): [04:28:37.679] [1] (w=0.361) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK.AT653.AQ64 KT.532.KJ98.KT85 [04:28:37.679] [2] (w=0.346) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK.JT953.AK64 JT.532.AK86.QT85 [04:28:37.679] [3] (w=0.345) N:Q82.Q97.Q742.J93 976543.JT864..72 AKT.AK.A9853.KQ4 J.532.KJT6.AT865 [04:28:37.680] [4] (w=0.337) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJT.AK.AJ53.KT4 .532.KT986.AQ865 [04:28:37.680] [5] (w=0.334) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.AK.AJ963.KT4 T.532.KT85.AQ865 [04:28:37.680] [6] (w=0.327) N:Q82.Q97.Q742.J93 976543.JT864..72 KJT.AK.AT63.AK64 A.532.KJ985.QT85 [04:28:37.680] [7] (w=0.315) N:Q82.Q97.Q742.J93 976543.JT864..72 AKT.AK.AJ953.K84 J.532.KT86.AQT65 [04:28:37.680] [8] (w=0.314) N:Q82.Q97.Q742.J93 976543.JT864..72 AJT.AK2.A953.AK4 K.53.KJT86.QT865 [04:28:37.680] [9] (w=0.313) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK.AJ963.AQ84 KT.532.KT85.KT65 [04:28:37.680] [10] (w=0.299) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK2.A9653.KQ4 JT.53.KJT8.AT865 [04:28:37.680] [11] (w=0.284) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK.AJT83.AQT4 AT.532.K965.K865 [04:28:37.680] [12] (w=0.254) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.A.AJT953.AQ4 T.K532.K86.KT865 [04:28:37.680] [13] (w=0.241) N:Q82.Q97.Q742.J93 976543.JT864..72 AJT.AK2.AJ83.KQ4 K.53.KT965.AT865 [04:28:37.680] [14] (w=0.240) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJT.A.AJ853.AQ4 .K532.KT96.KT865 [04:28:37.680] [15] (w=0.202) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJT.A.AJT3.KQ84 .K532.K9865.AT65 [04:28:37.680] [16] (w=0.187) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.AK.T863.AKT4 T.532.AKJ95.Q865 [04:28:37.681] [17] (w=0.168) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.AK.T983.AKT4 T.532.AKJ65.Q865 [04:28:37.681] [18] (w=0.166) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.AK2.A653.K84 T.53.KJT98.AQT65 [04:28:37.681] [19] (w=0.157) N:Q82.Q97.Q742.J93 976543.JT864..72 KJT.AK.A853.AK84 A.532.KJT96.QT65 [04:28:37.681] [20] (w=0.156) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A63.AK864 KT.53.KJT985.QT5 [04:28:37.681] ... and 26 more [04:28:37.725] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [04:28:37.725] H4: [50, 50, 50, -430, -430, 50, -430, -460, -400, -430, 50, -490, -460, -490, -430, 50, 50, -430, 50, -490, -460, -400, -460, -430, -460, -490, -490, 50, -430, -430, -430, -460, -460, -430, -490, -490, -490, -460, -400, -430, -430, -460, -460, -430, -490, -490] [04:28:37.725] H6: [50, 50, 50, -430, -430, 50, -430, -460, -400, -430, 50, -490, -460, -490, -430, 50, 50, -430, 50, -490, -460, -400, -460, -430, -460, -490, -490, 50, -430, -430, -430, -460, -460, -430, -490, -490, -490, -460, -400, -430, -430, -460, -460, -430, -490, -490] [04:28:37.725] HJ: [50, 50, 50, -430, -430, 50, -430, -460, -400, -430, 50, -490, -460, -490, -430, 50, 50, -430, 50, -490, -460, -400, -460, -430, -460, -490, -490, 50, -430, -430, -430, -460, -460, -430, -490, -490, -490, -460, -400, -430, -430, -460, -460, -430, -490, -490] [04:28:37.725] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [04:28:37.725] H4: [4, 4, 4, 2, 2, 4, 2, 1, 3, 2, 4, 0, 1, 0, 2, 4, 4, 2, 4, 0, 1, 3, 1, 2, 1, 0, 0, 4, 2, 2, 2, 1, 1, 2, 0, 0, 0, 1, 3, 2, 2, 1, 1, 2, 0, 0] [04:28:37.725] H6: [4, 4, 4, 2, 2, 4, 2, 1, 3, 2, 4, 0, 1, 0, 2, 4, 4, 2, 4, 0, 1, 3, 1, 2, 1, 0, 0, 4, 2, 2, 2, 1, 1, 2, 0, 0, 0, 1, 3, 2, 2, 1, 1, 2, 0, 0] [04:28:37.725] HJ: [4, 4, 4, 2, 2, 4, 2, 1, 3, 2, 4, 0, 1, 0, 2, 4, 4, 2, 4, 0, 1, 3, 1, 2, 1, 0, 0, 4, 2, 2, 2, 1, 1, 2, 0, 0, 0, 1, 3, 2, 2, 1, 1, 2, 0, 0] [04:28:37.725] --- IMP Calculation Output (card -> average IMP) --- [04:28:37.725] H4: 0.00 [04:28:37.725] H6: 0.00 [04:28:37.726] HJ: 0.00 [04:28:37.726] === DDS DETAILED ANALYSIS === [04:28:37.726] Cards analyzed: 3, Samples per card: 46 [04:28:37.726] [04:28:37.726] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [04:28:37.726] ----- ------ --------- ------- ----------- -------------------------------- [04:28:37.726] H4 0.00 1.80 35 % 5 [4, 4, 4, 2, 2, 4, 2, 1, 3, 2, 4, 0, 1, 0, 2, 4, 4, 2, 4, 0...] [04:28:37.726] H6 0.00 1.80 35 % 5 [4, 4, 4, 2, 2, 4, 2, 1, 3, 2, 4, 0, 1, 0, 2, 4, 4, 2, 4, 0...] [04:28:37.726] HJ 0.00 1.80 35 % 5 [4, 4, 4, 2, 2, 4, 2, 1, 3, 2, 4, 0, 1, 0, 2, 4, 4, 2, 4, 0...] [04:28:37.726] [04:28:37.726] Selected: H4 (IMPs=0.00, avgTricks=1.80) [04:28:37.726] =================== [04:28:37.726] [SD-DEF] Skipped: 3rd hand without a finesse over dummy (H def=46J dummy=9) [04:28:37.727] [TRUMP] Skipped: not a suit contract [04:28:37.727] Selected: H4 (avg 0.00 IMPs, 1.80 tricks) -- 2 tied card(s): H6, HJ [04:28:37.727] [stage-timing] ok sample=2174ms validate=0ms nn=102ms signal=0ms simgames=1ms dds=43ms total=2325ms samples=46 cards=14 [04:28:37.727] === FindBestCardAsync: Position=E, CardsPlayed=14 === [04:28:37.727] Finding card to play for E: 976543.JT864..72 [04:28:37.727] Relative position: Righty, Contract type: NoTrump [04:28:37.727] Cards in hand mask: 3 [04:28:37.728] Candidate: xH = 96.6 % [04:28:37.728] Candidate: JH = 3.4 % [04:28:37.728] Candidate: TH = 0.0 % [04:28:37.728] Selected: H4 (96.6 %) === Board DailyIMP2026-08-30_b1_t2 (API) - DDS Engine (E) - 2026-08-30 04:28:40 === === Board DailyIMP2026-08-30_b1_t2 (API) - Neural Network Engine (E) - 2026-08-30 04:28:40 === [04:28:40.080] === FindBestCardAsync: Position=E, CardsPlayed=17 === [04:28:40.081] Contract: 3N, Declarer: S, Dealer: N [04:28:40.081] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:40.081] Deal: N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A9653.AK4 KT.53.KJT8.QT865 [04:28:40.081] Position E is on defender's side - score table shifted by 1 defense tricks won [04:28:40.081] ****************************** [04:28:40.081] FindMatchingDealsWithPlayInternal Input: [04:28:40.081] Position parameter: E [04:28:40.081] Deal from game: N:... ... ... ... [04:28:40.081] Hand for N: Q82.Q97.Q742.J93 [04:28:40.081] Hand for E: 976543.JT864..72 [04:28:40.081] Hand for S: (null) [04:28:40.081] Hand for W: (null) [04:28:40.081] Cards played: C5, C9, C2, C4, H7, H8, HA, H3, D3, DK, D7, S5, H5, HQ, H4, H2, D2 [04:28:40.081] Declarer: S [04:28:40.081] ****************************** [04:28:40.081] [DealFinder] Seed from player E hand: -820942917 [04:28:40.082] [DealFinder] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:40.082] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [04:28:40.082] [DealFinder] W HCP min 0 -> 3: restored 3 of PRIVATE floor -- we ARE E, the seat whose own cards produced it. [04:28:40.082] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1405MB, gc2=25) [04:28:40.082] [DealFinder] Using cardsPlayedCount=17 for visibility calculation [04:28:40.082] [ExtractPartialDeal] Position=E, Declarer=S, CardsPlayed=17 [04:28:40.082] [ExtractPartialDeal] Visible hands: E, N, S [04:28:40.082] [ExtractPartialDeal] Input deal: N:... ... ... ... [04:28:40.082] [ExtractPartialDeal] Extracted hands: [04:28:40.082] N: Q82.Q97.Q742.J93 (13 cards) [LOCKED] [04:28:40.082] E: 976543.JT864..72 (13 cards) [LOCKED] [04:28:40.082] S: ... (0 cards) [04:28:40.082] W: ... (0 cards) [04:28:40.082] [DealFinder] Trump suit from contract '3N': NoTrump [04:28:40.082] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [04:28:40.083] [ComputePlayedCards] Card 1: C5 played by W [04:28:40.083] [ComputePlayedCards] Card 2: C9 played by N [04:28:40.083] [ComputePlayedCards] Card 3: C2 played by E [04:28:40.083] [ComputePlayedCards] Card 4: C4 played by S [04:28:40.083] [ComputePlayedCards] Trick complete. Winner: N [04:28:40.083] [ComputePlayedCards] Card 5: H7 played by N [04:28:40.083] [ComputePlayedCards] Card 6: H8 played by E [04:28:40.083] [ComputePlayedCards] Card 7: HA played by S [04:28:40.083] [ComputePlayedCards] Card 8: H3 played by W [04:28:40.083] [ComputePlayedCards] Trick complete. Winner: S [04:28:40.083] [ComputePlayedCards] Card 9: D3 played by S [04:28:40.083] [ComputePlayedCards] Card 10: DK played by W [04:28:40.083] [ComputePlayedCards] Card 11: D7 played by N [04:28:40.083] [ComputePlayedCards] Card 12: S5 played by E [04:28:40.083] [ComputePlayedCards] Trick complete. Winner: W [04:28:40.083] [ComputePlayedCards] Card 13: H5 played by W [04:28:40.084] [ComputePlayedCards] Card 14: HQ played by N [04:28:40.084] [ComputePlayedCards] Card 15: H4 played by E [04:28:40.084] [ComputePlayedCards] Card 16: H2 played by S [04:28:40.084] [ComputePlayedCards] Trick complete. Winner: N [04:28:40.084] [ComputePlayedCards] Card 17: D2 played by N [04:28:40.084] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: C9, H7, D7, HQ, D2 [04:28:40.084] [DealFinder] Locked player E has complete 13-card hand, skipping played cards: C2, H8, S5, H4 [04:28:40.084] [DealFinder] Added 4 played cards to S (was 0 cards): C4, HA, D3, H2 [04:28:40.084] [DealFinder] Added 4 played cards to W (was 0 cards): C5, H3, DK, H5 [04:28:40.084] [DecomposePartnership] S: No tightening (CombinedHcpMin=22, CombinedHcpMax=, partner N HCP=7) [04:28:40.084] [DecomposePartnership] W: No tightening (CombinedHcpMin=, CombinedHcpMax=, partner E HCP=1) [04:28:40.084] [DealFinder] Bid verification enabled for: S [04:28:40.084] [DealFinder] Propagated S: HCP[22-23], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:40.084] [DealFinder] Propagated W: HCP[9-10], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:40.085] [DealFinder] Known cards per player: N=13, E=13, S=4, W=4 [04:28:40.085] [DealFinder] Locked players: N, E [04:28:40.085] [DealFinder] Total known cards: 34, Remaining deck: 18, Cards to deal: 18 [04:28:40.085] [DealFinder] Players needing cards: S:9, W:9 [04:28:40.085] Large number of cards remaining. Using random generation. [04:28:40.086] [DealFinder] Hands to validate (not 13 cards in partial): S, W [04:28:40.086] [VerifyHands] FAIL for S: AKT.AK2.963.KT84 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:40.088] [VerifyHands] FAIL for S: AT.AK2.J83.KQ864 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:40.090] [VerifyHands] FAIL for S: AKT.A2.T863.KQ64 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:40.092] [VerifyHands] FAIL for S: KT.A2.JT653.KT84 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:40.110] [VerifyHands] FAIL for S: AKT.AK2.983.AK64 (((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT T...) [04:28:43.257] [Timing] Total: 3178ms, Generation: 24ms, Verification: 834ms [04:28:43.257] [Timing] Attempts: 1028, PassedSimpleCheck: 1028, FailedVerification: 978, Found: 50 [04:28:43.268] Search complete. Returning 50 deals. [04:28:43.269] Found 50 sample deals for simulation. [04:28:43.269] Valid deals for DDS: 50 / 50 [04:28:43.269] [SAMPLE-VAL] Validating 50 samples, hidden: S,W, contract: NT [04:28:43.276] [SAMPLE-VAL] Opening lead NN validation (C5): 23/50 samples adjusted [04:28:43.277] [SAMPLE-VAL] Opening lead rule validation (C5): 3/50 samples penalized for convention violation [04:28:43.277] [SAMPLE-VAL] T1: W=C5 N=C9 E=C2 S=C4 (leader=W) [04:28:43.277] [SAMPLE-VAL] T2: N=H7 E=H8 S=HA W=H3 (leader=N) [04:28:43.277] [SAMPLE-VAL] T3: S=D3 W=DK N=D7 E=S5 (leader=S) [04:28:43.277] [SAMPLE-VAL] T4: W=H5 N=HQ E=H4 S=H2 (leader=W) [04:28:43.277] [SAMPLE-VAL] T5: N=D2 (leader=N) (partial) [04:28:43.280] [SAMPLE-VAL] Sample 1: weight 0.500 -> 0.019 [S:T1-C4=85 % T2-HA=91 % T3-D3=6 % T4-H2=100 %, W:T2-H3=100 % T3-DK=15 % T4-H5=2 %!] [04:28:43.282] [SAMPLE-VAL] Sample 2: weight 0.203 -> 0.042 [S:T1-C4=92 % T2-HA=76 % T3-D3=20 % T4-H2=99 %, W:T2-H3=100 % T3-DK=61 % T4-H5=22 %] [04:28:43.284] [SAMPLE-VAL] Sample 3: weight 0.500 -> 0.103 [S:T1-C4=99 % T2-HA=75 % T3-D3=39 % T4-H2=99 %, W:T2-H3=100 % T3-DK=39 % T4-H5=19 %] [04:28:43.286] [SAMPLE-VAL] Sample 4: weight 0.203 -> 0.046 [S:T1-C4=85 % T2-HA=78 % T3-D3=25 % T4-H2=98 %, W:T2-H3=100 % T3-DK=54 % T4-H5=36 %] [04:28:43.288] [SAMPLE-VAL] Sample 5: weight 0.500 -> 0.115 [S:T1-C4=90 % T2-HA=78 % T3-D3=38 % T4-H2=99 %, W:T2-H3=100 % T3-DK=70 % T4-H5=22 %] [04:28:43.290] [SAMPLE-VAL] Sample 6: weight 0.500 -> 0.016 [S:T1-C4=83 % T2-HA=93 % T3-D3=35 % T4-H2=100 %, W:T2-H3=100 % T3-DK=51 % T4-H5=1 %!] [04:28:43.292] [SAMPLE-VAL] Sample 7: weight 1.000 -> 0.255 [S:T1-C4=92 % T2-HA=77 % T3-D3=70 % T4-H2=99 %, W:T2-H3=100 % T3-DK=69 % T4-H5=25 %] [04:28:43.294] [SAMPLE-VAL] Sample 8: weight 0.203 -> 0.007 [S:T1-C4=87 % T2-HA=93 % T3-D3=17 % T4-H2=100 %, W:T2-H3=98 % T3-DK=25 % T4-H5=2 %!] [04:28:43.297] [SAMPLE-VAL] Sample 9: weight 1.000 -> 0.036 [S:T1-C4=85 % T2-HA=88 % T3-D3=22 % T4-H2=100 %, W:T2-H3=99 % T3-DK=33 % T4-H5=1 %!] [04:28:43.299] [SAMPLE-VAL] Sample 10: weight 0.500 -> 0.126 [S:T1-C4=90 % T2-HA=79 % T3-D3=57 % T4-H2=99 %, W:T2-H3=100 % T3-DK=68 % T4-H5=27 %] [04:28:43.301] [SAMPLE-VAL] Sample 11: weight 0.005 -> 0.001 [S:T1-C4=92 % T2-HA=78 % T3-D3=14 % T4-H2=99 %, W:T2-H3=100 % T3-DK=66 % T4-H5=22 %] [04:28:43.303] [SAMPLE-VAL] Sample 12: weight 1.000 -> 0.041 [S:T1-C4=92 % T2-HA=93 % T3-D3=24 % T4-H2=100 %, W:T2-H3=99 % T3-DK=37 % T4-H5=2 %!] [04:28:43.305] [SAMPLE-VAL] Sample 13: weight 0.203 -> 0.042 [S:T1-C4=84 % T2-HA=77 % T3-D3=24 % T4-H2=99 %, W:T2-H3=100 % T3-DK=36 % T4-H5=33 %] [04:28:43.309] [SAMPLE-VAL] Sample 14: weight 1.000 -> 0.198 [S:T1-C4=83 % T2-HA=73 % T3-D3=18 % T4-H2=98 %, W:T2-H3=100 % T3-DK=51 % T4-H5=23 %] [04:28:43.312] [SAMPLE-VAL] Sample 15: weight 1.000 -> 0.230 [S:T1-C4=84 % T2-HA=78 % T3-D3=45 % T4-H2=99 %, W:T2-H3=100 % T3-DK=52 % T4-H5=27 %] [04:28:43.314] [SAMPLE-VAL] Sample 16: weight 0.500 -> 0.118 [S:T1-C4=87 % T2-HA=75 % T3-D3=53 % T4-H2=99 %, W:T2-H3=100 % T3-DK=70 % T4-H5=20 %] [04:28:43.316] [SAMPLE-VAL] Sample 17: weight 1.000 -> 0.210 [S:T1-C4=95 % T2-HA=75 % T3-D3=26 % T4-H2=99 %, W:T2-H3=100 % T3-DK=40 % T4-H5=28 %] [04:28:43.318] [SAMPLE-VAL] Sample 18: weight 1.000 -> 0.107 [S:T1-C4=72 % T2-HA=92 % T3-D3=54 % T4-H2=100 %, W:T2-H3=99 % T3-DK=22 % T4-H5=4 %!] [04:28:43.320] [SAMPLE-VAL] Sample 19: weight 1.000 -> 0.023 [S:T1-C4=88 % T2-HA=87 % T3-D3=16 % T4-H2=100 %, W:T2-H3=100 % T3-DK=16 % T4-H5=1 %!] [04:28:43.323] [SAMPLE-VAL] Sample 20: weight 0.025 -> 0.005 [S:T1-C4=92 % T2-HA=75 % T3-D3=10 % T4-H2=99 %, W:T2-H3=100 % T3-DK=62 % T4-H5=23 %] [04:28:43.325] [SAMPLE-VAL] Sample 21: weight 0.500 -> 0.013 [S:T1-C4=81 % T2-HA=91 % T3-D3=13 % T4-H2=100 %, W:T2-H3=100 % T3-DK=18 % T4-H5=1 %!] [04:28:43.327] [SAMPLE-VAL] Sample 22: weight 1.000 -> 0.227 [S:T1-C4=93 % T2-HA=75 % T3-D3=42 % T4-H2=99 %, W:T2-H3=100 % T3-DK=46 % T4-H5=28 %] [04:28:43.329] [SAMPLE-VAL] Sample 23: weight 0.500 -> 0.104 [S:T1-C4=96 % T2-HA=75 % T3-D3=23 % T4-H2=99 %, W:T2-H3=100 % T3-DK=40 % T4-H5=29 %] [04:28:43.331] [SAMPLE-VAL] Sample 24: weight 0.500 -> 0.013 [S:T1-C4=85 % T2-HA=92 % T3-D3=32 % T4-H2=100 %, W:T2-H3=100 % T3-DK=36 % T4-H5=1 %!] [04:28:43.333] [SAMPLE-VAL] Sample 25: weight 0.500 -> 0.126 [S:T1-C4=81 % T2-HA=76 % T3-D3=47 % T4-H2=99 %, W:T2-H3=100 % T3-DK=81 % T4-H5=30 %] [04:28:43.335] [SAMPLE-VAL] Sample 26: weight 0.500 -> 0.100 [S:T1-C4=97 % T2-HA=79 % T3-D3=15 % T4-H2=99 %, W:T2-H3=100 % T3-DK=68 % T4-H5=17 %] [04:28:43.337] [SAMPLE-VAL] Sample 27: weight 0.500 -> 0.116 [S:T1-C4=82 % T2-HA=73 % T3-D3=38 % T4-H2=99 %, W:T2-H3=100 % T3-DK=68 % T4-H5=26 %] [04:28:43.340] [SAMPLE-VAL] Sample 28: weight 1.000 -> 0.236 [S:T1-C4=88 % T2-HA=76 % T3-D3=61 % T4-H2=99 %, W:T2-H3=100 % T3-DK=42 % T4-H5=30 %] [04:28:43.342] [SAMPLE-VAL] Sample 29: weight 0.203 -> 0.008 [S:T1-C4=92 % T2-HA=92 % T3-D3=16 % T4-H2=100 %, W:T2-H3=99 % T3-DK=26 % T4-H5=2 %!] [04:28:43.344] [SAMPLE-VAL] Sample 30: weight 1.000 -> 0.225 [S:T1-C4=91 % T2-HA=78 % T3-D3=42 % T4-H2=99 %, W:T2-H3=100 % T3-DK=39 % T4-H5=31 %] [04:28:43.346] [SAMPLE-VAL] Sample 31: weight 0.500 -> 0.104 [S:T1-C4=95 % T2-HA=77 % T3-D3=24 % T4-H2=99 %, W:T2-H3=100 % T3-DK=49 % T4-H5=23 %] [04:28:43.348] [SAMPLE-VAL] Sample 32: weight 0.101 -> 0.020 [S:T1-C4=98 % T2-HA=76 % T3-D3=16 % T4-H2=99 %, W:T2-H3=100 % T3-DK=41 % T4-H5=25 %] [04:28:43.350] [SAMPLE-VAL] Sample 33: weight 1.000 -> 0.250 [S:T1-C4=91 % T2-HA=79 % T3-D3=59 % T4-H2=99 %, W:T2-H3=100 % T3-DK=51 % T4-H5=34 %] [04:28:43.352] [SAMPLE-VAL] Sample 34: weight 1.000 -> 0.028 [S:T1-C4=89 % T2-HA=91 % T3-D3=67 % T4-H2=100 %, W:T2-H3=99 % T3-DK=55 % T4-H5=1 %!] [04:28:43.354] [SAMPLE-VAL] Sample 35: weight 0.203 -> 0.040 [S:T1-C4=79 % T2-HA=75 % T3-D3=18 % T4-H2=99 %, W:T2-H3=100 % T3-DK=54 % T4-H5=24 %] [04:28:43.357] [SAMPLE-VAL] Sample 36: weight 1.000 -> 0.055 [S:T1-C4=93 % T2-HA=93 % T3-D3=40 % T4-H2=100 %, W:T2-H3=99 % T3-DK=45 % T4-H5=2 %!] [04:28:43.359] [SAMPLE-VAL] Sample 37: weight 0.500 -> 0.093 [S:T1-C4=86 % T2-HA=78 % T3-D3=8 % T4-H2=99 %, W:T2-H3=100 % T3-DK=73 % T4-H5=19 %] [04:28:43.361] [SAMPLE-VAL] Sample 38: weight 0.500 -> 0.011 [S:T1-C4=97 % T2-HA=88 % T3-D3=13 % T4-H2=100 %, W:T2-H3=99 % T3-DK=43 % T4-H5=1 %!] [04:28:43.363] [SAMPLE-VAL] Sample 39: weight 0.101 -> 0.024 [S:T1-C4=82 % T2-HA=77 % T3-D3=46 % T4-H2=99 %, W:T2-H3=100 % T3-DK=65 % T4-H5=22 %] [04:28:43.365] [SAMPLE-VAL] Sample 40: weight 0.500 -> 0.093 [S:T1-C4=85 % T2-HA=79 % T3-D3=18 % T4-H2=98 %, W:T2-H3=100 % T3-DK=38 % T4-H5=21 %] [04:28:43.367] [SAMPLE-VAL] Sample 41: weight 1.000 -> 0.193 [S:T1-C4=90 % T2-HA=76 % T3-D3=16 % T4-H2=99 %, W:T2-H3=100 % T3-DK=43 % T4-H5=24 %] [04:28:43.369] [SAMPLE-VAL] Sample 42: weight 1.000 -> 0.032 [S:T1-C4=92 % T2-HA=92 % T3-D3=14 % T4-H2=100 %, W:T2-H3=99 % T3-DK=32 % T4-H5=1 %!] [04:28:43.371] [SAMPLE-VAL] Sample 43: weight 1.000 -> 0.111 [S:T1-C4=77 % T2-HA=93 % T3-D3=44 % T4-H2=100 %, W:T2-H3=99 % T3-DK=28 % T4-H5=4 %!] [04:28:43.373] [SAMPLE-VAL] Sample 44: weight 1.000 -> 0.030 [S:T1-C4=84 % T2-HA=94 % T3-D3=44 % T4-H2=100 %, W:T2-H3=99 % T3-DK=40 % T4-H5=1 %!] [04:28:43.375] [SAMPLE-VAL] Sample 45: weight 0.500 -> 0.112 [S:T1-C4=87 % T2-HA=76 % T3-D3=18 % T4-H2=99 %, W:T2-H3=100 % T3-DK=80 % T4-H5=29 %] [04:28:43.377] [SAMPLE-VAL] Sample 46: weight 0.203 -> 0.048 [S:T1-C4=94 % T2-HA=75 % T3-D3=46 % T4-H2=99 %, W:T2-H3=100 % T3-DK=63 % T4-H5=25 %] [04:28:43.380] [SAMPLE-VAL] Sample 47: weight 1.000 -> 0.036 [S:T1-C4=97 % T2-HA=91 % T3-D3=51 % T4-H2=100 %, W:T2-H3=99 % T3-DK=62 % T4-H5=1 %!] [04:28:43.382] [SAMPLE-VAL] Sample 48: weight 0.500 -> 0.038 [S:T1-C4=85 % T2-HA=95 % T3-D3=38 % T4-H2=100 %, W:T2-H3=99 % T3-DK=67 % T4-H5=2 %!] [04:28:43.384] [SAMPLE-VAL] Sample 49: weight 0.025 -> 0.006 [S:T1-C4=98 % T2-HA=78 % T3-D3=32 % T4-H2=99 %, W:T2-H3=100 % T3-DK=67 % T4-H5=18 %] [04:28:43.386] [SAMPLE-VAL] Sample 50: weight 1.000 -> 0.181 [S:T1-C4=77 % T2-HA=78 % T3-D3=45 % T4-H2=99 %, W:T2-H3=100 % T3-DK=28 % T4-H5=12 %] [04:28:43.386] [SAMPLE-VAL] Zeroed 1 samples below relative threshold 0.010 x max 0.2550 = 0.002550 [04:28:43.386] [SAMPLE-VAL] Done. Weight range: 0.000-0.255 [04:28:43.387] [SAMPLE-VAL] Top sample 7 (w=0.255): S:AJ.AK2.A8653.AQ4 W:KT.53.KJT9.KT865 [S:T1-C4=92 % T2-HA=77 % T3-D3=70 % T4-H2=99 %, W:T2-H3=100 % T3-DK=69 % T4-H5=25 %] [04:28:43.387] [SAMPLE-VAL] Top sample 33 (w=0.250): S:A.AK2.AT863.AKT4 W:KJT.53.KJ95.Q865 [S:T1-C4=91 % T2-HA=79 % T3-D3=59 % T4-H2=99 %, W:T2-H3=100 % T3-DK=51 % T4-H5=34 %] [04:28:43.387] [SAMPLE-VAL] Top sample 28 (w=0.236): S:AJ.AK2.A963.AQ84 W:KT.53.KJT85.KT65 [S:T1-C4=88 % T2-HA=76 % T3-D3=61 % T4-H2=99 %, W:T2-H3=100 % T3-DK=42 % T4-H5=30 %] [04:28:43.387] [SAMPLE-VAL] Top sample 15 (w=0.230): S:AJ.AK2.AJT63.KQ4 W:KT.53.K985.AT865 [S:T1-C4=84 % T2-HA=78 % T3-D3=45 % T4-H2=99 %, W:T2-H3=100 % T3-DK=52 % T4-H5=27 %] [04:28:43.387] [SAMPLE-VAL] Top sample 22 (w=0.227): S:A.AK2.AJT63.AK64 W:KJT.53.K985.QT85 [S:T1-C4=93 % T2-HA=75 % T3-D3=42 % T4-H2=99 %, W:T2-H3=100 % T3-DK=46 % T4-H5=28 %] [04:28:43.387] After sample validation: 49 deals remaining [04:28:43.387] [PLAY-INFER] No inference observations detected [04:28:43.387] Using weighted samples: 49/49 have non-uniform weights (range 0.005-0.255) [04:28:43.387] Sample deals (49 total, showing first 20, by weight): [04:28:43.387] [1] (w=0.255) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A8653.AQ4 KT.53.KJT9.KT865 [04:28:43.387] [2] (w=0.250) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AT863.AKT4 KJT.53.KJ95.Q865 [04:28:43.387] [3] (w=0.236) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A963.AQ84 KT.53.KJT85.KT65 [04:28:43.387] [4] (w=0.230) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.AJT63.KQ4 KT.53.K985.AT865 [04:28:43.388] [5] (w=0.227) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJT63.AK64 KJT.53.K985.QT85 [04:28:43.388] [6] (w=0.225) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.AJ63.AQT4 KT.53.KT985.K865 [04:28:43.388] [7] (w=0.210) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.AK2.AJ93.AK64 KJ.53.KT865.QT85 [04:28:43.388] [8] (w=0.198) N:Q82.Q97.Q742.J93 976543.JT864..72 K.AK2.AT93.AKQ84 AJT.53.KJ865.T65 [04:28:43.388] [9] (w=0.193) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.AJT3.AQ84 KT.53.K9865.KT65 [04:28:43.388] [10] (w=0.181) N:Q82.Q97.Q742.J93 976543.JT864..72 JT.AK2.AJ53.AKQ4 AK.53.KT986.T865 [04:28:43.388] [11] (w=0.126) N:Q82.Q97.Q742.J93 976543.JT864..72 AKT.AK2.T63.AKQ4 J.53.AKJ985.T865 [04:28:43.388] [12] (w=0.126) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A853.AQT4 KT.53.KJT96.K865 [04:28:43.388] [13] (w=0.118) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK2.A653.KQ84 JT.53.KJT98.AT65 [04:28:43.388] [14] (w=0.116) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK2.JT53.AK84 JT.53.AK986.QT65 [04:28:43.388] [15] (w=0.115) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK2.A853.KQT4 JT.53.KJT96.A865 [04:28:43.388] [16] (w=0.112) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK2.983.AKQT4 JT.53.AKJT65.865 [04:28:43.389] [17] (w=0.111) N:Q82.Q97.Q742.J93 976543.JT864..72 AJT.A2.AJ53.AKQ4 K.K53.KT986.T865 [04:28:43.389] [18] (w=0.107) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.A2.AJ853.AKQ4 KJ.K53.KT96.T865 [04:28:43.389] [19] (w=0.104) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.AT3.AQ864 KT.53.KJ9865.KT5 [04:28:43.389] [20] (w=0.104) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ93.AKT64 KJT.53.KT865.Q85 [04:28:43.389] ... and 29 more [04:28:43.432] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [04:28:43.432] S7: [-430, -430, -430, -430, -460, -430, -460, -460, -430, -430, -430, -430, -460, -460, -460, -430, -490, -460, -430, -490, -460, -460, -460, -460, -460, -460, -490, -460, -460, -460, -460, -430, -460, -430, -460, -430, -430, -460, -460, -460, -490, -490, -490, -430, -490, -460, -490, -460, -460] [04:28:43.432] S9: [-430, -430, -430, -430, -460, -430, -460, -460, -430, -430, -430, -430, -460, -460, -460, -430, -490, -460, -430, -490, -460, -460, -460, -460, -460, -460, -490, -460, -460, -460, -460, -430, -460, -430, -460, -430, -430, -460, -460, -460, -490, -490, -490, -430, -490, -460, -490, -460, -460] [04:28:43.432] H6: [-430, -430, -430, -430, -460, -430, -460, -460, -430, -430, -430, -430, -460, -460, -460, -430, -490, -460, -430, -490, -460, -460, -460, -460, -460, -460, -490, -460, -460, -460, -460, -430, -460, -430, -460, -430, -430, -460, -460, -460, -490, -490, -490, -430, -490, -460, -490, -460, -460] [04:28:43.432] HJ: [-430, -430, -430, -430, -460, -430, -460, -460, -430, -430, -430, -430, -460, -460, -460, -430, -490, -460, -430, -490, -460, -460, -460, -460, -460, -460, -490, -460, -460, -460, -460, -430, -460, -430, -460, -430, -430, -460, -460, -460, -490, -490, -490, -430, -490, -460, -490, -460, -460] [04:28:43.432] C7: [-430, -430, -430, -430, -460, -430, -460, -460, -430, -430, -430, -430, -460, -460, -460, -430, -490, -460, -430, -490, -460, -460, -460, -460, -460, -460, -490, -460, -460, -460, -460, -430, -460, -430, -460, -430, -430, -460, -460, -460, -490, -490, -490, -430, -490, -460, -490, -460, -460] [04:28:43.432] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [04:28:43.432] S7: [2, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 2, 1, 1, 1, 2, 0, 1, 2, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 2, 1, 2, 1, 2, 2, 1, 1, 1, 0, 0, 0, 2, 0, 1, 0, 1, 1] [04:28:43.432] S9: [2, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 2, 1, 1, 1, 2, 0, 1, 2, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 2, 1, 2, 1, 2, 2, 1, 1, 1, 0, 0, 0, 2, 0, 1, 0, 1, 1] [04:28:43.432] H6: [2, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 2, 1, 1, 1, 2, 0, 1, 2, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 2, 1, 2, 1, 2, 2, 1, 1, 1, 0, 0, 0, 2, 0, 1, 0, 1, 1] [04:28:43.432] HJ: [2, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 2, 1, 1, 1, 2, 0, 1, 2, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 2, 1, 2, 1, 2, 2, 1, 1, 1, 0, 0, 0, 2, 0, 1, 0, 1, 1] [04:28:43.432] C7: [2, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 2, 1, 1, 1, 2, 0, 1, 2, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 2, 1, 2, 1, 2, 2, 1, 1, 1, 0, 0, 0, 2, 0, 1, 0, 1, 1] [04:28:43.432] --- IMP Calculation Output (card -> average IMP) --- [04:28:43.432] S7: 0.00 [04:28:43.433] S9: 0.00 [04:28:43.433] H6: 0.00 [04:28:43.433] HJ: 0.00 [04:28:43.433] C7: 0.00 [04:28:43.433] === DDS DETAILED ANALYSIS === [04:28:43.433] Cards analyzed: 5, Samples per card: 49 [04:28:43.433] [04:28:43.433] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [04:28:43.433] ----- ------ --------- ------- ----------- -------------------------------- [04:28:43.433] H6 0.00 1.16 0 % 3 [2, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 2, 1, 1, 1, 2, 0, 1, 2, 0...] [04:28:43.433] S7 0.00 1.16 0 % 3 [2, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 2, 1, 1, 1, 2, 0, 1, 2, 0...] [04:28:43.433] C7 0.00 1.16 0 % 3 [2, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 2, 1, 1, 1, 2, 0, 1, 2, 0...] [04:28:43.433] S9 0.00 1.16 0 % 3 [2, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 2, 1, 1, 1, 2, 0, 1, 2, 0...] [04:28:43.433] HJ 0.00 1.16 0 % 3 [2, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 2, 1, 1, 1, 2, 0, 1, 2, 0...] [04:28:43.433] [04:28:43.434] Selected: H6 (IMPs=0.00, avgTricks=1.16) [04:28:43.434] =================== [04:28:43.434] [SD-DEF] Skipped: not following suit (discard/lead), guard pass N/A [04:28:43.434] [TRUMP] Skipped: not a suit contract [04:28:43.434] Selected: H6 (avg 0.00 IMPs, 1.16 tricks) -- 4 tied card(s): S7, C7, S9, HJ [04:28:43.434] [stage-timing] ok sample=3190ms validate=0ms nn=118ms signal=0ms simgames=2ms dds=42ms total=3355ms samples=49 cards=17 [04:28:43.434] === FindBestCardAsync: Position=E, CardsPlayed=17 === [04:28:43.434] Finding card to play for E: 976543.JT864..72 [04:28:43.434] Relative position: Righty, Contract type: NoTrump [04:28:43.434] Cards in hand mask: 6 [04:28:43.435] Candidate: xS = 72.6 % [04:28:43.435] Candidate: 9S = 14.7 % [04:28:43.435] Candidate: xC = 8.2 % [04:28:43.435] Candidate: xH = 4.2 % [04:28:43.435] Candidate: JH = 0.3 % [04:28:43.436] Candidate: TH = 0.0 % [04:28:43.436] Selected: S3 (72.6 %) === Board DailyIMP2026-08-30_b1_t2 (API) - DDS Engine (E) - 2026-08-30 04:28:48 === === Board DailyIMP2026-08-30_b1_t2 (API) - Neural Network Engine (E) - 2026-08-30 04:28:48 === [04:28:48.282] === FindBestCardAsync: Position=E, CardsPlayed=23 === [04:28:48.282] Contract: 3N, Declarer: S, Dealer: N [04:28:48.282] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:48.282] Deal: N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A9653.AK4 KT.53.KJT8.QT865 [04:28:48.283] Position E is on defender's side - score table shifted by 1 defense tricks won [04:28:48.283] ****************************** [04:28:48.283] FindMatchingDealsWithPlayInternal Input: [04:28:48.283] Position parameter: E [04:28:48.283] Deal from game: N:... ... ... ... [04:28:48.283] Hand for N: Q82.Q97.Q742.J93 [04:28:48.283] Hand for E: 976543.JT864..72 [04:28:48.283] Hand for S: (null) [04:28:48.283] Hand for W: (null) [04:28:48.283] Cards played: C5, C9, C2, C4, H7, H8, HA, H3, D3, DK, D7, S5, H5, HQ, H4, H2, D2, S6, DA, DT, D6, D8, DQ [04:28:48.283] Declarer: S [04:28:48.283] ****************************** [04:28:48.283] [DealFinder] Seed from player E hand: -820942917 [04:28:48.283] [DealFinder] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:48.284] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [04:28:48.284] [DealFinder] W HCP min 0 -> 3: restored 3 of PRIVATE floor -- we ARE E, the seat whose own cards produced it. [04:28:48.284] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1416MB, gc2=25) [04:28:48.284] [DealFinder] Using cardsPlayedCount=23 for visibility calculation [04:28:48.284] [ExtractPartialDeal] Position=E, Declarer=S, CardsPlayed=23 [04:28:48.284] [ExtractPartialDeal] Visible hands: E, N, S [04:28:48.284] [ExtractPartialDeal] Input deal: N:... ... ... ... [04:28:48.284] [ExtractPartialDeal] Extracted hands: [04:28:48.284] N: Q82.Q97.Q742.J93 (13 cards) [LOCKED] [04:28:48.284] E: 976543.JT864..72 (13 cards) [LOCKED] [04:28:48.284] S: ... (0 cards) [04:28:48.284] W: ... (0 cards) [04:28:48.284] [DealFinder] Trump suit from contract '3N': NoTrump [04:28:48.284] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [04:28:48.284] [ComputePlayedCards] Card 1: C5 played by W [04:28:48.284] [ComputePlayedCards] Card 2: C9 played by N [04:28:48.284] [ComputePlayedCards] Card 3: C2 played by E [04:28:48.285] [ComputePlayedCards] Card 4: C4 played by S [04:28:48.285] [ComputePlayedCards] Trick complete. Winner: N [04:28:48.285] [ComputePlayedCards] Card 5: H7 played by N [04:28:48.285] [ComputePlayedCards] Card 6: H8 played by E [04:28:48.285] [ComputePlayedCards] Card 7: HA played by S [04:28:48.285] [ComputePlayedCards] Card 8: H3 played by W [04:28:48.285] [ComputePlayedCards] Trick complete. Winner: S [04:28:48.285] [ComputePlayedCards] Card 9: D3 played by S [04:28:48.285] [ComputePlayedCards] Card 10: DK played by W [04:28:48.285] [ComputePlayedCards] Card 11: D7 played by N [04:28:48.285] [ComputePlayedCards] Card 12: S5 played by E [04:28:48.285] [ComputePlayedCards] Trick complete. Winner: W [04:28:48.285] [ComputePlayedCards] Card 13: H5 played by W [04:28:48.285] [ComputePlayedCards] Card 14: HQ played by N [04:28:48.285] [ComputePlayedCards] Card 15: H4 played by E [04:28:48.286] [ComputePlayedCards] Card 16: H2 played by S [04:28:48.286] [ComputePlayedCards] Trick complete. Winner: N [04:28:48.286] [ComputePlayedCards] Card 17: D2 played by N [04:28:48.286] [ComputePlayedCards] Card 18: S6 played by E [04:28:48.286] [ComputePlayedCards] Card 19: DA played by S [04:28:48.286] [ComputePlayedCards] Card 20: DT played by W [04:28:48.286] [ComputePlayedCards] Trick complete. Winner: S [04:28:48.286] [ComputePlayedCards] Card 21: D6 played by S [04:28:48.286] [ComputePlayedCards] Card 22: D8 played by W [04:28:48.286] [ComputePlayedCards] Card 23: DQ played by N [04:28:48.286] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: C9, H7, D7, HQ, D2, DQ [04:28:48.286] [DealFinder] Locked player E has complete 13-card hand, skipping played cards: C2, H8, S5, H4, S6 [04:28:48.286] [DealFinder] Added 6 played cards to S (was 0 cards): C4, HA, D3, H2, DA, D6 [04:28:48.287] [DealFinder] Added 6 played cards to W (was 0 cards): C5, H3, DK, H5, DT, D8 [04:28:48.287] [DecomposePartnership] S: No tightening (CombinedHcpMin=22, CombinedHcpMax=, partner N HCP=7) [04:28:48.287] [DecomposePartnership] W: No tightening (CombinedHcpMin=, CombinedHcpMax=, partner E HCP=1) [04:28:48.287] [DealFinder] Bid verification enabled for: S [04:28:48.287] [DealFinder] Propagated S: HCP[22-23], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:48.287] [DealFinder] Propagated W: HCP[9-10], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:48.289] [DealFinder] Known cards per player: N=13, E=13, S=6, W=6 [04:28:48.290] [DealFinder] Locked players: N, E [04:28:48.290] [DealFinder] Total known cards: 38, Remaining deck: 14, Cards to deal: 14 [04:28:48.290] [DealFinder] Players needing cards: S:7, W:7 [04:28:48.290] Small number of cards remaining. Switching to combinatorial generation (DDS limit=100). [04:28:49.010] [DealFinder] Combinatorial: enumerated 3432, perfect 428, sending 100 to DDS [04:28:49.010] [Timing] Total: 726ms, Generation: 0ms, Verification: 0ms [04:28:49.010] [Timing] Attempts: 1, PassedSimpleCheck: 0, FailedVerification: 0, Found: 428 [04:28:49.010] Search complete. Returning 100 deals. [04:28:49.010] Found 100 sample deals for simulation. [04:28:49.010] Valid deals for DDS: 100 / 100 [04:28:49.011] [SAMPLE-VAL] Validating 100 samples, hidden: S,W, contract: NT [04:28:49.027] [SAMPLE-VAL] Opening lead NN validation (C5): 46/100 samples adjusted [04:28:49.027] [SAMPLE-VAL] Opening lead rule validation (C5): 10/100 samples penalized for convention violation [04:28:49.027] [SAMPLE-VAL] T1: W=C5 N=C9 E=C2 S=C4 (leader=W) [04:28:49.027] [SAMPLE-VAL] T2: N=H7 E=H8 S=HA W=H3 (leader=N) [04:28:49.028] [SAMPLE-VAL] T3: S=D3 W=DK N=D7 E=S5 (leader=S) [04:28:49.028] [SAMPLE-VAL] T4: W=H5 N=HQ E=H4 S=H2 (leader=W) [04:28:49.028] [SAMPLE-VAL] T5: N=D2 E=S6 S=DA W=DT (leader=N) [04:28:49.028] [SAMPLE-VAL] T6: S=D6 W=D8 N=DQ (leader=S) (partial) [04:28:49.032] [SAMPLE-VAL] Sample 1: weight 1.000 -> 0.129 [S:T1-C4=87 % T2-HA=77 % T3-D3=37 % T4-H2=99 % T5-DA=62 % T6-D6=6 %, W:T2-H3=100 % T3-DK=28 % T4-H5=24 % T5-DT=57 % T6-D8=10 %] [04:28:49.035] [SAMPLE-VAL] Sample 2: weight 0.050 -> 0.004 [S:T1-C4=90 % T2-HA=95 % T3-D3=28 % T4-H2=100 % T5-DA=52 % T6-D6=8 %, W:T2-H3=99 % T3-DK=35 % T4-H5=3 %! T5-DT=62 % T6-D8=19 %] [04:28:49.039] [SAMPLE-VAL] Sample 3: weight 1.000 -> 0.131 [S:T1-C4=83 % T2-HA=76 % T3-D3=59 % T4-H2=99 % T5-DA=79 % T6-D6=15 %, W:T2-H3=100 % T3-DK=57 % T4-H5=26 % T5-DT=5 %! T6-D8=28 %] [04:28:49.042] [SAMPLE-VAL] Sample 4: weight 0.203 -> 0.002 [S:T1-C4=80 % T2-HA=89 % T3-D3=40 % T4-H2=100 % T5-DA=75 % T6-D6=10 %, W:T2-H3=100 % T3-DK=35 % T4-H5=1 %! T5-DT=2 %! T6-D8=30 %] [04:28:49.046] [SAMPLE-VAL] Sample 5: weight 1.000 -> 0.035 [S:T1-C4=92 % T2-HA=78 % T3-D3=56 % T4-H2=99 % T5-DA=74 % T6-D6=29 %, W:T2-H3=100 % T3-DK=64 % T4-H5=33 % T5-DT=1 %! T6-D8=31 %] [04:28:49.050] [SAMPLE-VAL] Sample 6: weight 0.500 -> 0.002 [S:T1-C4=92 % T2-HA=78 % T3-D3=48 % T4-H2=99 % T5-DA=98 % T6-D6=56 %, W:T2-H3=100 % T3-DK=70 % T4-H5=24 % T5-DT=0 %! T6-D8=17 %] [04:28:49.053] [SAMPLE-VAL] Sample 7: weight 0.500 -> 0.012 [S:T1-C4=86 % T2-HA=92 % T3-D3=22 % T4-H2=100 % T5-DA=50 % T6-D6=3 %!, W:T2-H3=100 % T3-DK=27 % T4-H5=2 %! T5-DT=52 % T6-D8=14 %] [04:28:49.056] [SAMPLE-VAL] Sample 8: weight 1.000 -> 0.035 [S:T1-C4=93 % T2-HA=78 % T3-D3=45 % T4-H2=99 % T5-DA=81 % T6-D6=22 %, W:T2-H3=100 % T3-DK=56 % T4-H5=26 % T5-DT=1 %! T6-D8=28 %] [04:28:49.060] [SAMPLE-VAL] Sample 9: weight 0.050 -> 0.000 [S:T1-C4=91 % T2-HA=95 % T3-D3=59 % T4-H2=100 % T5-DA=79 % T6-D6=70 %, W:T2-H3=99 % T3-DK=65 % T4-H5=1 %! T5-DT=0 %! T6-D8=32 %] [04:28:49.063] [SAMPLE-VAL] Sample 10: weight 0.500 -> 0.004 [S:T1-C4=79 % T2-HA=75 % T3-D3=42 % T4-H2=99 % T5-DA=97 % T6-D6=46 %, W:T2-H3=100 % T3-DK=59 % T4-H5=27 % T5-DT=0 %! T6-D8=15 %] [04:28:49.067] [SAMPLE-VAL] Sample 11: weight 1.000 -> 0.081 [S:T1-C4=88 % T2-HA=77 % T3-D3=45 % T4-H2=99 % T5-DA=81 % T6-D6=20 %, W:T2-H3=100 % T3-DK=51 % T4-H5=20 % T5-DT=3 %! T6-D8=25 %] [04:28:49.071] [SAMPLE-VAL] Sample 12: weight 1.000 -> 0.166 [S:T1-C4=91 % T2-HA=75 % T3-D3=56 % T4-H2=99 % T5-DA=47 % T6-D6=30 %, W:T2-H3=100 % T3-DK=46 % T4-H5=34 % T5-DT=10 % T6-D8=65 %] [04:28:49.074] [SAMPLE-VAL] Sample 13: weight 1.000 -> 0.026 [S:T1-C4=85 % T2-HA=88 % T3-D3=41 % T4-H2=100 % T5-DA=51 % T6-D6=21 %, W:T2-H3=99 % T3-DK=33 % T4-H5=1 %! T5-DT=6 % T6-D8=59 %] [04:28:49.077] [SAMPLE-VAL] Sample 14: weight 0.025 -> 0.001 [S:T1-C4=93 % T2-HA=75 % T3-D3=60 % T4-H2=99 % T5-DA=78 % T6-D6=58 %, W:T2-H3=100 % T3-DK=68 % T4-H5=24 % T5-DT=1 %! T6-D8=31 %] [04:28:49.081] [SAMPLE-VAL] Sample 15: weight 0.101 -> 0.001 [S:T1-C4=82 % T2-HA=77 % T3-D3=46 % T4-H2=99 % T5-DA=97 % T6-D6=46 %, W:T2-H3=100 % T3-DK=65 % T4-H5=22 % T5-DT=1 %! T6-D8=17 %] [04:28:49.085] [SAMPLE-VAL] Sample 16: weight 1.000 -> 0.021 [S:T1-C4=84 % T2-HA=76 % T3-D3=67 % T4-H2=99 % T5-DA=46 % T6-D6=51 %, W:T2-H3=100 % T3-DK=33 % T4-H5=24 % T5-DT=24 % T6-D8=1 %!] [04:28:49.088] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.001 [S:T1-C4=94 % T2-HA=78 % T3-D3=39 % T4-H2=99 % T5-DA=98 % T6-D6=55 %, W:T2-H3=100 % T3-DK=44 % T4-H5=22 % T5-DT=0 %! T6-D8=17 %] [04:28:49.092] [SAMPLE-VAL] Sample 18: weight 0.101 -> 0.001 [S:T1-C4=84 % T2-HA=78 % T3-D3=28 % T4-H2=99 % T5-DA=98 % T6-D6=34 %, W:T2-H3=100 % T3-DK=60 % T4-H5=26 % T5-DT=1 %! T6-D8=15 %] [04:28:49.095] [SAMPLE-VAL] Sample 19: weight 1.000 -> 0.061 [S:T1-C4=81 % T2-HA=94 % T3-D3=28 % T4-H2=100 % T5-DA=56 % T6-D6=4 %!, W:T2-H3=100 % T3-DK=28 % T4-H5=4 %! T5-DT=53 % T6-D8=16 %] [04:28:49.098] [SAMPLE-VAL] Sample 20: weight 0.500 -> 0.066 [S:T1-C4=93 % T2-HA=75 % T3-D3=38 % T4-H2=98 % T5-DA=53 % T6-D6=5 %, W:T2-H3=100 % T3-DK=40 % T4-H5=23 % T5-DT=51 % T6-D8=10 %] [04:28:49.102] [SAMPLE-VAL] Sample 21: weight 0.203 -> 0.031 [S:T1-C4=95 % T2-HA=78 % T3-D3=40 % T4-H2=99 % T5-DA=48 % T6-D6=9 %, W:T2-H3=100 % T3-DK=39 % T4-H5=34 % T5-DT=54 % T6-D8=19 %] [04:28:49.106] [SAMPLE-VAL] Sample 22: weight 0.500 -> 0.069 [S:T1-C4=96 % T2-HA=76 % T3-D3=37 % T4-H2=99 % T5-DA=71 % T6-D6=14 %, W:T2-H3=100 % T3-DK=69 % T4-H5=20 % T5-DT=8 % T6-D8=27 %] [04:28:49.109] [SAMPLE-VAL] Sample 23: weight 1.000 -> 0.005 [S:T1-C4=84 % T2-HA=76 % T3-D3=77 % T4-H2=99 % T5-DA=77 % T6-D6=83 %, W:T2-H3=100 % T3-DK=65 % T4-H5=22 % T5-DT=0 %! T6-D8=27 %] [04:28:49.113] [SAMPLE-VAL] Sample 24: weight 0.101 -> 0.001 [S:T1-C4=84 % T2-HA=77 % T3-D3=62 % T4-H2=99 % T5-DA=74 % T6-D6=67 %, W:T2-H3=100 % T3-DK=65 % T4-H5=34 % T5-DT=0 %! T6-D8=33 %] [04:28:49.118] [SAMPLE-VAL] Sample 25: weight 1.000 -> 0.052 [S:T1-C4=80 % T2-HA=94 % T3-D3=44 % T4-H2=100 % T5-DA=62 % T6-D6=25 %, W:T2-H3=99 % T3-DK=34 % T4-H5=2 %! T5-DT=6 % T6-D8=61 %] [04:28:49.122] [SAMPLE-VAL] Sample 26: weight 0.005 -> 0.001 [S:T1-C4=99 % T2-HA=74 % T3-D3=60 % T4-H2=99 % T5-DA=56 % T6-D6=56 %, W:T2-H3=100 % T3-DK=43 % T4-H5=9 % T5-DT=5 %! T6-D8=60 %] [04:28:49.126] [SAMPLE-VAL] Sample 27: weight 1.000 -> 0.066 [S:T1-C4=95 % T2-HA=92 % T3-D3=49 % T4-H2=100 % T5-DA=77 % T6-D6=27 %, W:T2-H3=99 % T3-DK=37 % T4-H5=3 %! T5-DT=5 %! T6-D8=25 %] [04:28:49.129] [SAMPLE-VAL] Sample 28: weight 0.101 -> 0.000 [S:T1-C4=86 % T2-HA=92 % T3-D3=30 % T4-H2=100 % T5-DA=97 % T6-D6=29 %, W:T2-H3=100 % T3-DK=60 % T4-H5=2 %! T5-DT=1 %! T6-D8=16 %] [04:28:49.133] [SAMPLE-VAL] Sample 29: weight 0.500 -> 0.005 [S:T1-C4=96 % T2-HA=77 % T3-D3=56 % T4-H2=99 % T5-DA=98 % T6-D6=72 %, W:T2-H3=100 % T3-DK=63 % T4-H5=22 % T5-DT=0 %! T6-D8=18 %] [04:28:49.137] [SAMPLE-VAL] Sample 30: weight 1.000 -> 0.054 [S:T1-C4=92 % T2-HA=91 % T3-D3=33 % T4-H2=100 % T5-DA=44 % T6-D6=7 %, W:T2-H3=99 % T3-DK=28 % T4-H5=3 %! T5-DT=50 % T6-D8=13 %] [04:28:49.140] [SAMPLE-VAL] Sample 31: weight 1.000 -> 0.057 [S:T1-C4=96 % T2-HA=77 % T3-D3=58 % T4-H2=99 % T5-DA=80 % T6-D6=23 %, W:T2-H3=100 % T3-DK=69 % T4-H5=30 % T5-DT=2 %! T6-D8=27 %] [04:28:49.144] [SAMPLE-VAL] Sample 32: weight 0.500 -> 0.066 [S:T1-C4=96 % T2-HA=75 % T3-D3=27 % T4-H2=99 % T5-DA=41 % T6-D6=6 %, W:T2-H3=100 % T3-DK=53 % T4-H5=18 % T5-DT=50 % T6-D8=17 %] [04:28:49.147] [SAMPLE-VAL] Sample 33: weight 0.500 -> 0.005 [S:T1-C4=98 % T2-HA=93 % T3-D3=47 % T4-H2=100 % T5-DA=79 % T6-D6=19 %, W:T2-H3=98 % T3-DK=49 % T4-H5=2 %! T5-DT=2 %! T6-D8=21 %] [04:28:49.151] [SAMPLE-VAL] Sample 34: weight 1.000 -> 0.159 [S:T1-C4=88 % T2-HA=76 % T3-D3=46 % T4-H2=99 % T5-DA=61 % T6-D6=18 %, W:T2-H3=100 % T3-DK=51 % T4-H5=25 % T5-DT=12 % T6-D8=65 %] [04:28:49.154] [SAMPLE-VAL] Sample 35: weight 0.500 -> 0.023 [S:T1-C4=81 % T2-HA=76 % T3-D3=72 % T4-H2=99 % T5-DA=81 % T6-D6=78 %, W:T2-H3=100 % T3-DK=70 % T4-H5=20 % T5-DT=2 %! T6-D8=31 %] [04:28:49.158] [SAMPLE-VAL] Sample 36: weight 0.500 -> 0.000 [S:T1-C4=87 % T2-HA=94 % T3-D3=58 % T4-H2=100 % T5-DA=84 % T6-D6=68 %, W:T2-H3=99 % T3-DK=48 % T4-H5=2 %! T5-DT=0 %! T6-D8=24 %] [04:28:49.162] [SAMPLE-VAL] Sample 37: weight 1.000 -> 0.029 [S:T1-C4=95 % T2-HA=88 % T3-D3=42 % T4-H2=100 % T5-DA=50 % T6-D6=22 %, W:T2-H3=99 % T3-DK=37 % T4-H5=1 %! T5-DT=6 % T6-D8=59 %] [04:28:49.165] [SAMPLE-VAL] Sample 38: weight 1.000 -> 0.017 [S:T1-C4=87 % T2-HA=78 % T3-D3=67 % T4-H2=99 % T5-DA=50 % T6-D6=51 %, W:T2-H3=100 % T3-DK=25 % T4-H5=21 % T5-DT=24 % T6-D8=1 %!] [04:28:49.169] [SAMPLE-VAL] Sample 39: weight 0.500 -> 0.019 [S:T1-C4=87 % T2-HA=75 % T3-D3=40 % T4-H2=99 % T5-DA=78 % T6-D6=18 %, W:T2-H3=100 % T3-DK=53 % T4-H5=22 % T5-DT=2 %! T6-D8=31 %] [04:28:49.172] [SAMPLE-VAL] Sample 40: weight 1.000 -> 0.002 [S:T1-C4=78 % T2-HA=92 % T3-D3=75 % T4-H2=100 % T5-DA=80 % T6-D6=80 %, W:T2-H3=100 % T3-DK=53 % T4-H5=1 %! T5-DT=0 %! T6-D8=27 %] [04:28:49.175] [SAMPLE-VAL] Sample 41: weight 1.000 -> 0.065 [S:T1-C4=78 % T2-HA=94 % T3-D3=33 % T4-H2=100 % T5-DA=52 % T6-D6=5 %, W:T2-H3=99 % T3-DK=32 % T4-H5=3 %! T5-DT=58 % T6-D8=15 %] [04:28:49.179] [SAMPLE-VAL] Sample 42: weight 1.000 -> 0.140 [S:T1-C4=96 % T2-HA=79 % T3-D3=36 % T4-H2=99 % T5-DA=56 % T6-D6=6 %, W:T2-H3=100 % T3-DK=40 % T4-H5=28 % T5-DT=51 % T6-D8=14 %] [04:28:49.182] [SAMPLE-VAL] Sample 43: weight 0.500 -> 0.005 [S:T1-C4=98 % T2-HA=76 % T3-D3=56 % T4-H2=99 % T5-DA=98 % T6-D6=76 %, W:T2-H3=100 % T3-DK=45 % T4-H5=23 % T5-DT=0 %! T6-D8=17 %] [04:28:49.186] [SAMPLE-VAL] Sample 44: weight 1.000 -> 0.139 [S:T1-C4=92 % T2-HA=79 % T3-D3=30 % T4-H2=99 % T5-DA=55 % T6-D6=8 %, W:T2-H3=100 % T3-DK=47 % T4-H5=26 % T5-DT=50 % T6-D8=12 %] [04:28:49.189] [SAMPLE-VAL] Sample 45: weight 1.000 -> 0.047 [S:T1-C4=94 % T2-HA=93 % T3-D3=41 % T4-H2=100 % T5-DA=60 % T6-D6=31 %, W:T2-H3=98 % T3-DK=30 % T4-H5=2 %! T5-DT=5 %! T6-D8=61 %] [04:28:49.193] [SAMPLE-VAL] Sample 46: weight 1.000 -> 0.135 [S:T1-C4=77 % T2-HA=75 % T3-D3=47 % T4-H2=98 % T5-DA=63 % T6-D6=25 %, W:T2-H3=100 % T3-DK=37 % T4-H5=15 % T5-DT=5 %! T6-D8=64 %] [04:28:49.196] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.015 [S:T1-C4=98 % T2-HA=74 % T3-D3=37 % T4-H2=99 % T5-DA=41 % T6-D6=25 %, W:T2-H3=100 % T3-DK=62 % T4-H5=18 % T5-DT=11 % T6-D8=62 %] [04:28:49.200] [SAMPLE-VAL] Sample 48: weight 1.000 -> 0.140 [S:T1-C4=86 % T2-HA=75 % T3-D3=39 % T4-H2=99 % T5-DA=55 % T6-D6=6 %, W:T2-H3=100 % T3-DK=47 % T4-H5=27 % T5-DT=59 % T6-D8=12 %] [04:28:49.203] [SAMPLE-VAL] Sample 49: weight 0.500 -> 0.004 [S:T1-C4=79 % T2-HA=74 % T3-D3=61 % T4-H2=98 % T5-DA=80 % T6-D6=58 %, W:T2-H3=100 % T3-DK=55 % T4-H5=28 % T5-DT=0 %! T6-D8=30 %] [04:28:49.206] [SAMPLE-VAL] Sample 50: weight 1.000 -> 0.018 [S:T1-C4=90 % T2-HA=93 % T3-D3=55 % T4-H2=100 % T5-DA=78 % T6-D6=58 %, W:T2-H3=99 % T3-DK=49 % T4-H5=3 %! T5-DT=2 %! T6-D8=24 %] [04:28:49.210] [SAMPLE-VAL] Sample 51: weight 0.101 -> 0.005 [S:T1-C4=86 % T2-HA=75 % T3-D3=47 % T4-H2=99 % T5-DA=69 % T6-D6=18 %, W:T2-H3=100 % T3-DK=44 % T4-H5=35 % T5-DT=2 %! T6-D8=33 %] [04:28:49.213] [SAMPLE-VAL] Sample 52: weight 0.005 -> 0.000 [S:T1-C4=92 % T2-HA=75 % T3-D3=46 % T4-H2=99 % T5-DA=72 % T6-D6=15 %, W:T2-H3=100 % T3-DK=55 % T4-H5=35 % T5-DT=2 %! T6-D8=30 %] [04:28:49.217] [SAMPLE-VAL] Sample 53: weight 0.500 -> 0.026 [S:T1-C4=81 % T2-HA=74 % T3-D3=46 % T4-H2=98 % T5-DA=78 % T6-D6=10 %, W:T2-H3=100 % T3-DK=42 % T4-H5=31 % T5-DT=2 %! T6-D8=31 %] [04:28:49.220] [SAMPLE-VAL] Sample 54: weight 0.500 -> 0.017 [S:T1-C4=91 % T2-HA=79 % T3-D3=50 % T4-H2=99 % T5-DA=81 % T6-D6=51 %, W:T2-H3=100 % T3-DK=80 % T4-H5=16 % T5-DT=1 %! T6-D8=32 %] [04:28:49.224] [SAMPLE-VAL] Sample 55: weight 1.000 -> 0.067 [S:T1-C4=95 % T2-HA=75 % T3-D3=72 % T4-H2=99 % T5-DA=58 % T6-D6=61 %, W:T2-H3=100 % T3-DK=51 % T4-H5=21 % T5-DT=2 %! T6-D8=57 %] [04:28:49.227] [SAMPLE-VAL] Sample 56: weight 0.500 -> 0.071 [S:T1-C4=82 % T2-HA=78 % T3-D3=40 % T4-H2=99 % T5-DA=53 % T6-D6=7 %, W:T2-H3=100 % T3-DK=32 % T4-H5=26 % T5-DT=54 % T6-D8=20 %] [04:28:49.230] [SAMPLE-VAL] Sample 57: weight 1.000 -> 0.009 [S:T1-C4=96 % T2-HA=78 % T3-D3=69 % T4-H2=99 % T5-DA=78 % T6-D6=85 %, W:T2-H3=100 % T3-DK=69 % T4-H5=25 % T5-DT=0 %! T6-D8=28 %] [04:28:49.234] [SAMPLE-VAL] Sample 58: weight 1.000 -> 0.126 [S:T1-C4=86 % T2-HA=77 % T3-D3=33 % T4-H2=99 % T5-DA=57 % T6-D6=5 %, W:T2-H3=100 % T3-DK=34 % T4-H5=26 % T5-DT=52 % T6-D8=8 %] [04:28:49.237] [SAMPLE-VAL] Sample 59: weight 1.000 -> 0.142 [S:T1-C4=84 % T2-HA=76 % T3-D3=54 % T4-H2=99 % T5-DA=44 % T6-D6=7 %, W:T2-H3=100 % T3-DK=37 % T4-H5=26 % T5-DT=55 % T6-D8=15 %] [04:28:49.241] [SAMPLE-VAL] Sample 60: weight 0.203 -> 0.004 [S:T1-C4=84 % T2-HA=89 % T3-D3=51 % T4-H2=100 % T5-DA=66 % T6-D6=20 %, W:T2-H3=100 % T3-DK=43 % T4-H5=2 %! T5-DT=3 %! T6-D8=27 %] [04:28:49.244] [SAMPLE-VAL] Sample 61: weight 0.500 -> 0.027 [S:T1-C4=95 % T2-HA=76 % T3-D3=45 % T4-H2=99 % T5-DA=73 % T6-D6=54 %, W:T2-H3=100 % T3-DK=82 % T4-H5=17 % T5-DT=2 %! T6-D8=30 %] [04:28:49.248] [SAMPLE-VAL] Sample 62: weight 0.500 -> 0.075 [S:T1-C4=96 % T2-HA=77 % T3-D3=43 % T4-H2=99 % T5-DA=54 % T6-D6=8 %, W:T2-H3=100 % T3-DK=37 % T4-H5=25 % T5-DT=51 % T6-D8=25 %] [04:28:49.251] [SAMPLE-VAL] Sample 63: weight 1.000 -> 0.037 [S:T1-C4=92 % T2-HA=88 % T3-D3=58 % T4-H2=100 % T5-DA=52 % T6-D6=65 %, W:T2-H3=99 % T3-DK=25 % T4-H5=1 %! T5-DT=26 % T6-D8=100 %] [04:28:49.255] [SAMPLE-VAL] Sample 64: weight 1.000 -> 0.135 [S:T1-C4=95 % T2-HA=77 % T3-D3=45 % T4-H2=99 % T5-DA=47 % T6-D6=6 %, W:T2-H3=100 % T3-DK=42 % T4-H5=24 % T5-DT=43 % T6-D8=13 %] [04:28:49.258] [SAMPLE-VAL] Sample 65: weight 1.000 -> 0.029 [S:T1-C4=90 % T2-HA=89 % T3-D3=41 % T4-H2=100 % T5-DA=48 % T6-D6=26 %, W:T2-H3=100 % T3-DK=22 % T4-H5=1 %! T5-DT=5 % T6-D8=57 %] [04:28:49.262] [SAMPLE-VAL] Sample 66: weight 0.203 -> 0.013 [S:T1-C4=92 % T2-HA=93 % T3-D3=28 % T4-H2=100 % T5-DA=52 % T6-D6=6 %, W:T2-H3=99 % T3-DK=35 % T4-H5=3 %! T5-DT=55 % T6-D8=15 %] [04:28:49.265] [SAMPLE-VAL] Sample 67: weight 1.000 -> 0.048 [S:T1-C4=98 % T2-HA=77 % T3-D3=59 % T4-H2=99 % T5-DA=81 % T6-D6=24 %, W:T2-H3=100 % T3-DK=60 % T4-H5=27 % T5-DT=2 %! T6-D8=25 %] [04:28:49.269] [SAMPLE-VAL] Sample 68: weight 0.101 -> 0.000 [S:T1-C4=81 % T2-HA=75 % T3-D3=33 % T4-H2=99 % T5-DA=96 % T6-D6=34 %, W:T2-H3=100 % T3-DK=51 % T4-H5=34 % T5-DT=0 %! T6-D8=16 %] [04:28:49.273] [SAMPLE-VAL] Sample 69: weight 0.203 -> 0.010 [S:T1-C4=88 % T2-HA=93 % T3-D3=32 % T4-H2=100 % T5-DA=56 % T6-D6=4 %!, W:T2-H3=99 % T3-DK=25 % T4-H5=3 %! T5-DT=57 % T6-D8=14 %] [04:28:49.276] [SAMPLE-VAL] Sample 70: weight 0.050 -> 0.001 [S:T1-C4=93 % T2-HA=78 % T3-D3=52 % T4-H2=99 % T5-DA=44 % T6-D6=45 %, W:T2-H3=100 % T3-DK=40 % T4-H5=13 % T5-DT=24 % T6-D8=1 %!] [04:28:49.280] [SAMPLE-VAL] Sample 71: weight 0.005 -> 0.000 [S:T1-C4=91 % T2-HA=76 % T3-D3=60 % T4-H2=99 % T5-DA=70 % T6-D6=66 %, W:T2-H3=100 % T3-DK=65 % T4-H5=31 % T5-DT=0 %! T6-D8=32 %] [04:28:49.283] [SAMPLE-VAL] Sample 72: weight 1.000 -> 0.006 [S:T1-C4=91 % T2-HA=92 % T3-D3=43 % T4-H2=100 % T5-DA=48 % T6-D6=40 %, W:T2-H3=99 % T3-DK=27 % T4-H5=2 %! T5-DT=24 % T6-D8=1 %!] [04:28:49.287] [SAMPLE-VAL] Sample 73: weight 0.203 -> 0.002 [S:T1-C4=87 % T2-HA=95 % T3-D3=49 % T4-H2=100 % T5-DA=52 % T6-D6=38 %, W:T2-H3=98 % T3-DK=27 % T4-H5=3 %! T5-DT=23 % T6-D8=1 %!] [04:28:49.290] [SAMPLE-VAL] Sample 74: weight 0.500 -> 0.008 [S:T1-C4=87 % T2-HA=75 % T3-D3=53 % T4-H2=99 % T5-DA=79 % T6-D6=50 %, W:T2-H3=100 % T3-DK=70 % T4-H5=20 % T5-DT=1 %! T6-D8=31 %] [04:28:49.294] [SAMPLE-VAL] Sample 75: weight 1.000 -> 0.024 [S:T1-C4=90 % T2-HA=77 % T3-D3=69 % T4-H2=99 % T5-DA=48 % T6-D6=49 %, W:T2-H3=100 % T3-DK=31 % T4-H5=23 % T5-DT=25 % T6-D8=1 %!] [04:28:49.297] [SAMPLE-VAL] Sample 76: weight 1.000 -> 0.046 [S:T1-C4=85 % T2-HA=89 % T3-D3=60 % T4-H2=100 % T5-DA=53 % T6-D6=57 %, W:T2-H3=99 % T3-DK=27 % T4-H5=2 %! T5-DT=31 % T6-D8=100 %] [04:28:49.301] [SAMPLE-VAL] Sample 77: weight 0.101 -> 0.000 [S:T1-C4=88 % T2-HA=77 % T3-D3=35 % T4-H2=99 % T5-DA=97 % T6-D6=27 %, W:T2-H3=100 % T3-DK=71 % T4-H5=37 % T5-DT=0 %! T6-D8=16 %] [04:28:49.304] [SAMPLE-VAL] Sample 78: weight 0.005 -> 0.001 [S:T1-C4=94 % T2-HA=78 % T3-D3=31 % T4-H2=99 % T5-DA=51 % T6-D6=8 %, W:T2-H3=100 % T3-DK=36 % T4-H5=22 % T5-DT=61 % T6-D8=10 %] [04:28:49.308] [SAMPLE-VAL] Sample 79: weight 0.203 -> 0.004 [S:T1-C4=77 % T2-HA=74 % T3-D3=59 % T4-H2=99 % T5-DA=55 % T6-D6=37 %, W:T2-H3=100 % T3-DK=40 % T4-H5=26 % T5-DT=22 % T6-D8=1 %!] [04:28:49.311] [SAMPLE-VAL] Sample 80: weight 0.500 -> 0.075 [S:T1-C4=94 % T2-HA=76 % T3-D3=42 % T4-H2=99 % T5-DA=46 % T6-D6=9 %, W:T2-H3=100 % T3-DK=34 % T4-H5=23 % T5-DT=61 % T6-D8=26 %] [04:28:49.315] [SAMPLE-VAL] Sample 81: weight 0.500 -> 0.014 [S:T1-C4=96 % T2-HA=79 % T3-D3=63 % T4-H2=99 % T5-DA=82 % T6-D6=80 %, W:T2-H3=100 % T3-DK=67 % T4-H5=20 % T5-DT=1 %! T6-D8=28 %] [04:28:49.318] [SAMPLE-VAL] Sample 82: weight 0.500 -> 0.003 [S:T1-C4=97 % T2-HA=92 % T3-D3=31 % T4-H2=100 % T5-DA=98 % T6-D6=43 %, W:T2-H3=99 % T3-DK=63 % T4-H5=2 %! T5-DT=1 %! T6-D8=15 %] [04:28:49.321] [SAMPLE-VAL] Sample 83: weight 0.203 -> 0.029 [S:T1-C4=85 % T2-HA=76 % T3-D3=44 % T4-H2=99 % T5-DA=52 % T6-D6=8 %, W:T2-H3=100 % T3-DK=38 % T4-H5=31 % T5-DT=55 % T6-D8=13 %] [04:28:49.325] [SAMPLE-VAL] Sample 84: weight 0.025 -> 0.003 [S:T1-C4=95 % T2-HA=77 % T3-D3=52 % T4-H2=99 % T5-DA=65 % T6-D6=26 %, W:T2-H3=100 % T3-DK=50 % T4-H5=15 % T5-DT=4 %! T6-D8=26 %] [04:28:49.329] [SAMPLE-VAL] Sample 85: weight 0.203 -> 0.019 [S:T1-C4=94 % T2-HA=73 % T3-D3=60 % T4-H2=99 % T5-DA=59 % T6-D6=55 %, W:T2-H3=100 % T3-DK=51 % T4-H5=20 % T5-DT=3 %! T6-D8=60 %] [04:28:49.332] [SAMPLE-VAL] Sample 86: weight 0.500 -> 0.008 [S:T1-C4=87 % T2-HA=78 % T3-D3=42 % T4-H2=99 % T5-DA=98 % T6-D6=41 %, W:T2-H3=100 % T3-DK=70 % T4-H5=21 % T5-DT=1 %! T6-D8=17 %] [04:28:49.336] [SAMPLE-VAL] Sample 87: weight 0.500 -> 0.004 [S:T1-C4=96 % T2-HA=96 % T3-D3=36 % T4-H2=100 % T5-DA=99 % T6-D6=47 %, W:T2-H3=99 % T3-DK=47 % T4-H5=2 %! T5-DT=1 %! T6-D8=14 %] [04:28:49.339] [SAMPLE-VAL] Sample 88: weight 1.000 -> 0.158 [S:T1-C4=94 % T2-HA=76 % T3-D3=47 % T4-H2=99 % T5-DA=42 % T6-D6=25 %, W:T2-H3=100 % T3-DK=58 % T4-H5=18 % T5-DT=14 % T6-D8=60 %] [04:28:49.343] [SAMPLE-VAL] Sample 89: weight 1.000 -> 0.204 [S:T1-C4=85 % T2-HA=75 % T3-D3=68 % T4-H2=99 % T5-DA=56 % T6-D6=54 %, W:T2-H3=100 % T3-DK=49 % T4-H5=21 % T5-DT=36 % T6-D8=100 %] [04:28:49.346] [SAMPLE-VAL] Sample 90: weight 0.500 -> 0.001 [S:T1-C4=83 % T2-HA=92 % T3-D3=39 % T4-H2=100 % T5-DA=97 % T6-D6=38 %, W:T2-H3=100 % T3-DK=59 % T4-H5=2 %! T5-DT=0 %! T6-D8=17 %] [04:28:49.349] [SAMPLE-VAL] Sample 91: weight 0.500 -> 0.011 [S:T1-C4=97 % T2-HA=80 % T3-D3=40 % T4-H2=99 % T5-DA=98 % T6-D6=53 %, W:T2-H3=100 % T3-DK=57 % T4-H5=23 % T5-DT=1 %! T6-D8=14 %] [04:28:49.353] [SAMPLE-VAL] Sample 92: weight 1.000 -> 0.064 [S:T1-C4=83 % T2-HA=94 % T3-D3=30 % T4-H2=100 % T5-DA=49 % T6-D6=7 %, W:T2-H3=99 % T3-DK=40 % T4-H5=3 %! T5-DT=50 % T6-D8=18 %] [04:28:49.356] [SAMPLE-VAL] Sample 93: weight 1.000 -> 0.006 [S:T1-C4=92 % T2-HA=79 % T3-D3=67 % T4-H2=99 % T5-DA=77 % T6-D6=79 %, W:T2-H3=100 % T3-DK=76 % T4-H5=27 % T5-DT=0 %! T6-D8=29 %] [04:28:49.360] [SAMPLE-VAL] Sample 94: weight 0.101 -> 0.004 [S:T1-C4=98 % T2-HA=75 % T3-D3=51 % T4-H2=99 % T5-DA=72 % T6-D6=70 %, W:T2-H3=100 % T3-DK=64 % T4-H5=17 % T5-DT=1 %! T6-D8=30 %] [04:28:49.363] [SAMPLE-VAL] Sample 95: weight 0.500 -> 0.077 [S:T1-C4=96 % T2-HA=77 % T3-D3=39 % T4-H2=99 % T5-DA=47 % T6-D6=7 %, W:T2-H3=100 % T3-DK=51 % T4-H5=32 % T5-DT=49 % T6-D8=23 %] [04:28:49.367] [SAMPLE-VAL] Sample 96: weight 0.500 -> 0.002 [S:T1-C4=97 % T2-HA=95 % T3-D3=31 % T4-H2=100 % T5-DA=99 % T6-D6=42 %, W:T2-H3=99 % T3-DK=56 % T4-H5=2 %! T5-DT=1 %! T6-D8=14 %] [04:28:49.370] [SAMPLE-VAL] Sample 97: weight 0.005 -> 0.000 [S:T1-C4=99 % T2-HA=77 % T3-D3=58 % T4-H2=99 % T5-DA=77 % T6-D6=77 %, W:T2-H3=100 % T3-DK=41 % T4-H5=12 % T5-DT=1 %! T6-D8=26 %] [04:28:49.373] [SAMPLE-VAL] Sample 98: weight 1.000 -> 0.199 [S:T1-C4=91 % T2-HA=74 % T3-D3=64 % T4-H2=99 % T5-DA=50 % T6-D6=63 %, W:T2-H3=100 % T3-DK=39 % T4-H5=24 % T5-DT=30 % T6-D8=100 %] [04:28:49.377] [SAMPLE-VAL] Sample 99: weight 0.500 -> 0.024 [S:T1-C4=93 % T2-HA=74 % T3-D3=55 % T4-H2=99 % T5-DA=69 % T6-D6=19 %, W:T2-H3=100 % T3-DK=46 % T4-H5=24 % T5-DT=2 %! T6-D8=31 %] [04:28:49.381] [SAMPLE-VAL] Sample 100: weight 1.000 -> 0.009 [S:T1-C4=93 % T2-HA=93 % T3-D3=40 % T4-H2=100 % T5-DA=81 % T6-D6=19 %, W:T2-H3=99 % T3-DK=45 % T4-H5=2 %! T5-DT=1 %! T6-D8=26 %] [04:28:49.381] [SAMPLE-VAL] Zeroed 20 samples below relative threshold 0.010 x max 0.2042 = 0.002042 [04:28:49.381] [SAMPLE-VAL] Done. Weight range: 0.000-0.204 [04:28:49.381] [SAMPLE-VAL] Top sample 89 (w=0.204): S:K.AK2.AJ9653.AK4 W:AJT.53.KT8.QT865 [S:T1-C4=85 % T2-HA=75 % T3-D3=68 % T4-H2=99 % T5-DA=56 % T6-D6=54 %, W:T2-H3=100 % T3-DK=49 % T4-H5=21 % T5-DT=36 % T6-D8=100 %] [04:28:49.381] [SAMPLE-VAL] Top sample 98 (w=0.199): S:A.AK2.AJ9653.AQ4 W:KJT.53.KT8.KT865 [S:T1-C4=91 % T2-HA=74 % T3-D3=64 % T4-H2=99 % T5-DA=50 % T6-D6=63 %, W:T2-H3=100 % T3-DK=39 % T4-H5=24 % T5-DT=30 % T6-D8=100 %] [04:28:49.381] [SAMPLE-VAL] Top sample 12 (w=0.166): S:A.AK2.AJ963.AKT4 W:KJT.53.KT85.Q865 [S:T1-C4=91 % T2-HA=75 % T3-D3=56 % T4-H2=99 % T5-DA=47 % T6-D6=30 %, W:T2-H3=100 % T3-DK=46 % T4-H5=34 % T5-DT=10 % T6-D8=65 %] [04:28:49.381] [SAMPLE-VAL] Top sample 34 (w=0.159): S:KJ.AK2.AJ963.AK4 W:AT.53.KT85.QT865 [S:T1-C4=88 % T2-HA=76 % T3-D3=46 % T4-H2=99 % T5-DA=61 % T6-D6=18 %, W:T2-H3=100 % T3-DK=51 % T4-H5=25 % T5-DT=12 % T6-D8=65 %] [04:28:49.381] [SAMPLE-VAL] Top sample 88 (w=0.158): S:AK.AK2.AJ963.KT4 W:JT.53.KT85.AQ865 [S:T1-C4=94 % T2-HA=76 % T3-D3=47 % T4-H2=99 % T5-DA=42 % T6-D6=25 %, W:T2-H3=100 % T3-DK=58 % T4-H5=18 % T5-DT=14 % T6-D8=60 %] [04:28:49.381] After sample validation: 80 deals remaining [04:28:49.381] [PLAY-INFER] No inference observations detected [04:28:49.382] Using weighted samples: 80/80 have non-uniform weights (range 0.002-0.204) [04:28:49.382] Sample deals (80 total, showing first 20, by weight): [04:28:49.382] [1] (w=0.204) N:Q82.Q97.Q742.J93 976543.JT864..72 K.AK2.AJ9653.AK4 AJT.53.KT8.QT865 [04:28:49.382] [2] (w=0.199) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ9653.AQ4 KJT.53.KT8.KT865 [04:28:49.382] [3] (w=0.166) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ963.AKT4 KJT.53.KT85.Q865 [04:28:49.382] [4] (w=0.159) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.AJ963.AK4 AT.53.KT85.QT865 [04:28:49.382] [5] (w=0.158) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK2.AJ963.KT4 JT.53.KT85.AQ865 [04:28:49.382] [6] (w=0.142) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.AK2.AJ63.AK84 KJ.53.KT985.QT65 [04:28:49.382] [7] (w=0.140) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.AJ63.KQ84 KT.53.KT985.AT65 [04:28:49.382] [8] (w=0.140) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.AJ63.AK64 AT.53.KT985.QT85 [04:28:49.382] [9] (w=0.139) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.AJ63.AKT4 AT.53.KT985.Q865 [04:28:49.382] [10] (w=0.135) N:Q82.Q97.Q742.J93 976543.JT864..72 KT.AK2.AJ63.AK64 AJ.53.KT985.QT85 [04:28:49.383] [11] (w=0.135) N:Q82.Q97.Q742.J93 976543.JT864..72 J.AK2.AJ963.AKQ4 AKT.53.KT85.T865 [04:28:49.383] [12] (w=0.131) N:Q82.Q97.Q742.J93 976543.JT864..72 KT.AK2.A963.AKQ4 AJ.53.KJT85.T865 [04:28:49.383] [13] (w=0.129) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.AJ63.AQ84 AT.53.KT985.KT65 [04:28:49.383] [14] (w=0.126) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.AJ63.AK84 AT.53.KT985.QT65 [04:28:49.383] [15] (w=0.081) N:Q82.Q97.Q742.J93 976543.JT864..72 KJT.AK2.A963.AK4 A.53.KJT85.QT865 [04:28:49.383] [16] (w=0.077) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ63.AKT64 KJT.53.KT985.Q85 [04:28:49.383] [17] (w=0.075) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ63.AQ864 KJT.53.KT985.KT5 [04:28:49.383] [18] (w=0.075) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ63.AQT64 KJT.53.KT985.K85 [04:28:49.383] [19] (w=0.071) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ63.AQT84 KJT.53.KT985.K65 [04:28:49.383] [20] (w=0.069) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK2.A963.KQ64 JT.53.KJT85.AT85 [04:28:49.384] ... and 60 more [04:28:49.444] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [04:28:49.444] S7: [-460, -460, -460, -460, -430, -460, -430, -430, -430, -430, -460, -400, -400, -430, -400, -490, -460, -460, -460, -400, -430, -400, -460, -460, -460, -460, -430, -430, -460, -430, -400, -460, -490, -460, -400, -430, -460, -430, -460, -460, -400, -430, -460, -460, -460, -400, -460, -400, -460, -460, -460, -400, -430, -400, -460, -490, -430, -460, -430, -460, -400, -430, -460, -430, -430, -460, -490, -430, -460, -430, -430, -430, -460, -460, -430, -460, -490, -430, -490, -490] [04:28:49.445] H6: [-460, -460, -460, -460, -430, -460, -430, -430, -430, -430, -460, -400, -400, -430, -400, -490, -460, -460, -460, -400, -430, -400, -460, -460, -460, -460, -430, -430, -460, -430, -400, -460, -490, -460, -400, -430, -460, -430, -460, -460, -400, -430, -460, -460, -460, -400, -460, -400, -460, -460, -460, -400, -430, -400, -460, -490, -430, -460, -430, -460, -400, -430, -460, -430, -430, -460, -490, -430, -460, -430, -430, -430, -460, -460, -430, -460, -490, -430, -490, -490] [04:28:49.445] S9: [-460, -460, -460, -460, -430, -460, -430, -460, -460, -460, -460, -400, -430, -460, -400, -490, -460, -460, -460, -400, -430, -400, -460, -460, -460, -460, -430, -430, -460, -430, -400, -460, -490, -460, -400, -430, -460, -430, -460, -460, -400, -430, -460, -460, -460, -400, -460, -400, -460, -460, -460, -400, -430, -400, -460, -490, -430, -460, -430, -460, -400, -430, -460, -430, -430, -460, -490, -430, -460, -430, -430, -430, -460, -460, -430, -460, -490, -430, -490, -490] [04:28:49.445] HJ: [-460, -460, -460, -460, -430, -460, -430, -430, -430, -430, -460, -400, -400, -430, -400, -490, -460, -460, -460, -400, -430, -400, -460, -460, -460, -460, -430, -430, -460, -430, -400, -460, -490, -460, -400, -430, -460, -430, -460, -460, -400, -430, -460, -460, -460, -400, -460, -400, -460, -460, -460, -400, -430, -400, -460, -490, -430, -460, -430, -460, -400, -430, -460, -430, -430, -460, -490, -430, -460, -430, -430, -430, -460, -460, -430, -460, -490, -430, -490, -490] [04:28:49.445] C7: [-460, -460, -460, -460, -430, -460, -430, -430, -430, -430, -460, -400, -400, -430, -400, -490, -460, -460, -460, -400, -430, -400, -460, -460, -460, -460, -430, -430, -460, -430, -400, -460, -490, -460, -400, -430, -460, -430, -460, -460, -400, -430, -460, -460, -460, -400, -460, -400, -460, -460, -460, -400, -430, -400, -460, -490, -430, -460, -430, -460, -400, -430, -460, -430, -430, -460, -490, -430, -460, -430, -430, -430, -460, -460, -430, -460, -490, -430, -490, -490] [04:28:49.445] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [04:28:49.445] S7: [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 1, 1, 1, 3, 2, 3, 1, 1, 1, 1, 2, 2, 1, 2, 3, 1, 0, 1, 3, 2, 1, 2, 1, 1, 3, 2, 1, 1, 1, 3, 1, 3, 1, 1, 1, 3, 2, 3, 1, 0, 2, 1, 2, 1, 3, 2, 1, 2, 2, 1, 0, 2, 1, 2, 2, 2, 1, 1, 2, 1, 0, 2, 0, 0] [04:28:49.445] H6: [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 1, 1, 1, 3, 2, 3, 1, 1, 1, 1, 2, 2, 1, 2, 3, 1, 0, 1, 3, 2, 1, 2, 1, 1, 3, 2, 1, 1, 1, 3, 1, 3, 1, 1, 1, 3, 2, 3, 1, 0, 2, 1, 2, 1, 3, 2, 1, 2, 2, 1, 0, 2, 1, 2, 2, 2, 1, 1, 2, 1, 0, 2, 0, 0] [04:28:49.445] S9: [1, 1, 1, 1, 2, 1, 2, 1, 1, 1, 1, 3, 2, 1, 3, 0, 1, 1, 1, 3, 2, 3, 1, 1, 1, 1, 2, 2, 1, 2, 3, 1, 0, 1, 3, 2, 1, 2, 1, 1, 3, 2, 1, 1, 1, 3, 1, 3, 1, 1, 1, 3, 2, 3, 1, 0, 2, 1, 2, 1, 3, 2, 1, 2, 2, 1, 0, 2, 1, 2, 2, 2, 1, 1, 2, 1, 0, 2, 0, 0] [04:28:49.445] HJ: [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 1, 1, 1, 3, 2, 3, 1, 1, 1, 1, 2, 2, 1, 2, 3, 1, 0, 1, 3, 2, 1, 2, 1, 1, 3, 2, 1, 1, 1, 3, 1, 3, 1, 1, 1, 3, 2, 3, 1, 0, 2, 1, 2, 1, 3, 2, 1, 2, 2, 1, 0, 2, 1, 2, 2, 2, 1, 1, 2, 1, 0, 2, 0, 0] [04:28:49.445] C7: [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 1, 1, 1, 3, 2, 3, 1, 1, 1, 1, 2, 2, 1, 2, 3, 1, 0, 1, 3, 2, 1, 2, 1, 1, 3, 2, 1, 1, 1, 3, 1, 3, 1, 1, 1, 3, 2, 3, 1, 0, 2, 1, 2, 1, 3, 2, 1, 2, 2, 1, 0, 2, 1, 2, 2, 2, 1, 1, 2, 1, 0, 2, 0, 0] [04:28:49.445] --- IMP Calculation Output (card -> average IMP) --- [04:28:49.446] S7: 0.04 [04:28:49.446] H6: 0.04 [04:28:49.446] HJ: 0.04 [04:28:49.446] C7: 0.04 [04:28:49.446] S9: -0.17 [04:28:49.446] === DDS DETAILED ANALYSIS === [04:28:49.446] Cards analyzed: 5, Samples per card: 80 [04:28:49.446] [04:28:49.446] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [04:28:49.446] ----- ------ --------- ------- ----------- -------------------------------- [04:28:49.446] H6 0.04 1.55 0 % 4 [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 1, 1, 1, 3...] [04:28:49.446] S7 0.04 1.55 0 % 4 [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 1, 1, 1, 3...] [04:28:49.447] C7 0.04 1.55 0 % 4 [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 1, 1, 1, 3...] [04:28:49.447] HJ 0.04 1.55 0 % 4 [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 1, 1, 1, 3...] [04:28:49.447] S9 -0.17 1.49 0 % 4 [1, 1, 1, 1, 2, 1, 2, 1, 1, 1, 1, 3, 2, 1, 3, 0, 1, 1, 1, 3...] [04:28:49.447] [04:28:49.447] Selected: H6 (IMPs=0.04, avgTricks=1.55) [04:28:49.447] =================== [04:28:49.447] [SD-DEF] Skipped: not following suit (discard/lead), guard pass N/A [04:28:49.447] [TRUMP] Skipped: not a suit contract [04:28:49.447] Selected: H6 (avg 0.04 IMPs, 1.55 tricks) -- 3 tied card(s): S7, C7, HJ [04:28:49.447] [stage-timing] ok sample=727ms validate=0ms nn=370ms signal=0ms simgames=5ms dds=57ms total=1165ms samples=80 cards=23 [04:28:49.447] === FindBestCardAsync: Position=E, CardsPlayed=23 === [04:28:49.447] Finding card to play for E: 976543.JT864..72 [04:28:49.448] Relative position: Righty, Contract type: NoTrump [04:28:49.448] Cards in hand mask: 6 [04:28:49.448] Candidate: xS = 70.8 % [04:28:49.449] Candidate: 9S = 16.8 % [04:28:49.449] Candidate: xH = 7.2 % [04:28:49.449] Candidate: xC = 5.0 % [04:28:49.449] Candidate: JH = 0.2 % [04:28:49.449] Candidate: TH = 0.0 % [04:28:49.449] Selected: S3 (70.8 %) === Board DailyIMP2026-08-30_b1_t2 (API) - DDS Engine (E) - 2026-08-30 04:28:50 === === Board DailyIMP2026-08-30_b1_t2 (API) - Neural Network Engine (E) - 2026-08-30 04:28:50 === [04:28:50.501] === FindBestCardAsync: Position=E, CardsPlayed=25 === [04:28:50.501] Contract: 3N, Declarer: S, Dealer: N [04:28:50.501] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:50.501] Deal: N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A9653.AK4 KT.53.KJT8.QT865 [04:28:50.502] Position E is on defender's side - score table shifted by 1 defense tricks won [04:28:50.502] ****************************** [04:28:50.502] FindMatchingDealsWithPlayInternal Input: [04:28:50.502] Position parameter: E [04:28:50.502] Deal from game: N:... ... ... ... [04:28:50.502] Hand for N: Q82.Q97.Q742.J93 [04:28:50.502] Hand for E: 976543.JT864..72 [04:28:50.502] Hand for S: (null) [04:28:50.502] Hand for W: (null) [04:28:50.502] Cards played: C5, C9, C2, C4, H7, H8, HA, H3, D3, DK, D7, S5, H5, HQ, H4, H2, D2, S6, DA, DT, D6, D8, DQ, S7, D4 [04:28:50.502] Declarer: S [04:28:50.502] ****************************** [04:28:50.502] [DealFinder] Seed from player E hand: -820942917 [04:28:50.502] [DealFinder] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:50.503] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [04:28:50.503] [DealFinder] W HCP min 0 -> 3: restored 3 of PRIVATE floor -- we ARE E, the seat whose own cards produced it. [04:28:50.503] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1420MB, gc2=25) [04:28:50.503] [DealFinder] Using cardsPlayedCount=25 for visibility calculation [04:28:50.503] [ExtractPartialDeal] Position=E, Declarer=S, CardsPlayed=25 [04:28:50.503] [ExtractPartialDeal] Visible hands: E, N, S [04:28:50.503] [ExtractPartialDeal] Input deal: N:... ... ... ... [04:28:50.503] [ExtractPartialDeal] Extracted hands: [04:28:50.503] N: Q82.Q97.Q742.J93 (13 cards) [LOCKED] [04:28:50.503] E: 976543.JT864..72 (13 cards) [LOCKED] [04:28:50.503] S: ... (0 cards) [04:28:50.503] W: ... (0 cards) [04:28:50.503] [DealFinder] Trump suit from contract '3N': NoTrump [04:28:50.503] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [04:28:50.503] [ComputePlayedCards] Card 1: C5 played by W [04:28:50.504] [ComputePlayedCards] Card 2: C9 played by N [04:28:50.504] [ComputePlayedCards] Card 3: C2 played by E [04:28:50.504] [ComputePlayedCards] Card 4: C4 played by S [04:28:50.504] [ComputePlayedCards] Trick complete. Winner: N [04:28:50.504] [ComputePlayedCards] Card 5: H7 played by N [04:28:50.504] [ComputePlayedCards] Card 6: H8 played by E [04:28:50.504] [ComputePlayedCards] Card 7: HA played by S [04:28:50.504] [ComputePlayedCards] Card 8: H3 played by W [04:28:50.504] [ComputePlayedCards] Trick complete. Winner: S [04:28:50.504] [ComputePlayedCards] Card 9: D3 played by S [04:28:50.504] [ComputePlayedCards] Card 10: DK played by W [04:28:50.504] [ComputePlayedCards] Card 11: D7 played by N [04:28:50.504] [ComputePlayedCards] Card 12: S5 played by E [04:28:50.504] [ComputePlayedCards] Trick complete. Winner: W [04:28:50.504] [ComputePlayedCards] Card 13: H5 played by W [04:28:50.504] [ComputePlayedCards] Card 14: HQ played by N [04:28:50.504] [ComputePlayedCards] Card 15: H4 played by E [04:28:50.504] [ComputePlayedCards] Card 16: H2 played by S [04:28:50.504] [ComputePlayedCards] Trick complete. Winner: N [04:28:50.505] [ComputePlayedCards] Card 17: D2 played by N [04:28:50.505] [ComputePlayedCards] Card 18: S6 played by E [04:28:50.505] [ComputePlayedCards] Card 19: DA played by S [04:28:50.505] [ComputePlayedCards] Card 20: DT played by W [04:28:50.505] [ComputePlayedCards] Trick complete. Winner: S [04:28:50.505] [ComputePlayedCards] Card 21: D6 played by S [04:28:50.505] [ComputePlayedCards] Card 22: D8 played by W [04:28:50.505] [ComputePlayedCards] Card 23: DQ played by N [04:28:50.505] [ComputePlayedCards] Card 24: S7 played by E [04:28:50.505] [ComputePlayedCards] Trick complete. Winner: N [04:28:50.505] [ComputePlayedCards] Card 25: D4 played by N [04:28:50.505] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: C9, H7, D7, HQ, D2, DQ, D4 [04:28:50.505] [DealFinder] Locked player E has complete 13-card hand, skipping played cards: C2, H8, S5, H4, S6, S7 [04:28:50.505] [DealFinder] Added 6 played cards to S (was 0 cards): C4, HA, D3, H2, DA, D6 [04:28:50.506] [DealFinder] Added 6 played cards to W (was 0 cards): C5, H3, DK, H5, DT, D8 [04:28:50.506] [DecomposePartnership] S: No tightening (CombinedHcpMin=22, CombinedHcpMax=, partner N HCP=7) [04:28:50.506] [DecomposePartnership] W: No tightening (CombinedHcpMin=, CombinedHcpMax=, partner E HCP=1) [04:28:50.506] [DealFinder] Bid verification enabled for: S [04:28:50.506] [DealFinder] Propagated S: HCP[22-23], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:50.506] [DealFinder] Propagated W: HCP[9-10], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:50.508] [DealFinder] Known cards per player: N=13, E=13, S=6, W=6 [04:28:50.508] [DealFinder] Locked players: N, E [04:28:50.509] [DealFinder] Total known cards: 38, Remaining deck: 14, Cards to deal: 14 [04:28:50.509] [DealFinder] Players needing cards: S:7, W:7 [04:28:50.509] Small number of cards remaining. Switching to combinatorial generation (DDS limit=100). [04:28:51.319] [DealFinder] Combinatorial: enumerated 3432, perfect 428, sending 100 to DDS [04:28:51.320] [Timing] Total: 817ms, Generation: 0ms, Verification: 0ms [04:28:51.320] [Timing] Attempts: 1, PassedSimpleCheck: 0, FailedVerification: 0, Found: 428 [04:28:51.320] Search complete. Returning 100 deals. [04:28:51.320] Found 100 sample deals for simulation. [04:28:51.320] Valid deals for DDS: 100 / 100 [04:28:51.320] [SAMPLE-VAL] Validating 100 samples, hidden: S,W, contract: NT [04:28:51.335] [SAMPLE-VAL] Opening lead NN validation (C5): 46/100 samples adjusted [04:28:51.336] [SAMPLE-VAL] Opening lead rule validation (C5): 10/100 samples penalized for convention violation [04:28:51.336] [SAMPLE-VAL] T1: W=C5 N=C9 E=C2 S=C4 (leader=W) [04:28:51.336] [SAMPLE-VAL] T2: N=H7 E=H8 S=HA W=H3 (leader=N) [04:28:51.336] [SAMPLE-VAL] T3: S=D3 W=DK N=D7 E=S5 (leader=S) [04:28:51.336] [SAMPLE-VAL] T4: W=H5 N=HQ E=H4 S=H2 (leader=W) [04:28:51.336] [SAMPLE-VAL] T5: N=D2 E=S6 S=DA W=DT (leader=N) [04:28:51.336] [SAMPLE-VAL] T6: S=D6 W=D8 N=DQ E=S7 (leader=S) [04:28:51.336] [SAMPLE-VAL] T7: N=D4 (leader=N) (partial) [04:28:51.340] [SAMPLE-VAL] Sample 1: weight 1.000 -> 0.129 [S:T1-C4=87 % T2-HA=77 % T3-D3=37 % T4-H2=99 % T5-DA=62 % T6-D6=6 %, W:T2-H3=100 % T3-DK=28 % T4-H5=24 % T5-DT=57 % T6-D8=10 %] [04:28:51.344] [SAMPLE-VAL] Sample 2: weight 0.050 -> 0.004 [S:T1-C4=90 % T2-HA=95 % T3-D3=28 % T4-H2=100 % T5-DA=52 % T6-D6=8 %, W:T2-H3=99 % T3-DK=35 % T4-H5=3 %! T5-DT=62 % T6-D8=19 %] [04:28:51.347] [SAMPLE-VAL] Sample 3: weight 1.000 -> 0.131 [S:T1-C4=83 % T2-HA=76 % T3-D3=59 % T4-H2=99 % T5-DA=79 % T6-D6=15 %, W:T2-H3=100 % T3-DK=57 % T4-H5=26 % T5-DT=5 %! T6-D8=28 %] [04:28:51.351] [SAMPLE-VAL] Sample 4: weight 0.203 -> 0.002 [S:T1-C4=80 % T2-HA=89 % T3-D3=40 % T4-H2=100 % T5-DA=75 % T6-D6=10 %, W:T2-H3=100 % T3-DK=35 % T4-H5=1 %! T5-DT=2 %! T6-D8=30 %] [04:28:51.354] [SAMPLE-VAL] Sample 5: weight 1.000 -> 0.035 [S:T1-C4=92 % T2-HA=78 % T3-D3=56 % T4-H2=99 % T5-DA=74 % T6-D6=29 %, W:T2-H3=100 % T3-DK=64 % T4-H5=33 % T5-DT=1 %! T6-D8=31 %] [04:28:51.358] [SAMPLE-VAL] Sample 6: weight 0.500 -> 0.002 [S:T1-C4=92 % T2-HA=78 % T3-D3=48 % T4-H2=99 % T5-DA=98 % T6-D6=56 %, W:T2-H3=100 % T3-DK=70 % T4-H5=24 % T5-DT=0 %! T6-D8=17 %] [04:28:51.361] [SAMPLE-VAL] Sample 7: weight 0.500 -> 0.012 [S:T1-C4=86 % T2-HA=92 % T3-D3=22 % T4-H2=100 % T5-DA=50 % T6-D6=3 %!, W:T2-H3=100 % T3-DK=27 % T4-H5=2 %! T5-DT=52 % T6-D8=14 %] [04:28:51.365] [SAMPLE-VAL] Sample 8: weight 1.000 -> 0.035 [S:T1-C4=93 % T2-HA=78 % T3-D3=45 % T4-H2=99 % T5-DA=81 % T6-D6=22 %, W:T2-H3=100 % T3-DK=56 % T4-H5=26 % T5-DT=1 %! T6-D8=28 %] [04:28:51.368] [SAMPLE-VAL] Sample 9: weight 0.050 -> 0.000 [S:T1-C4=91 % T2-HA=95 % T3-D3=59 % T4-H2=100 % T5-DA=79 % T6-D6=70 %, W:T2-H3=99 % T3-DK=65 % T4-H5=1 %! T5-DT=0 %! T6-D8=32 %] [04:28:51.372] [SAMPLE-VAL] Sample 10: weight 0.500 -> 0.004 [S:T1-C4=79 % T2-HA=75 % T3-D3=42 % T4-H2=99 % T5-DA=97 % T6-D6=46 %, W:T2-H3=100 % T3-DK=59 % T4-H5=27 % T5-DT=0 %! T6-D8=15 %] [04:28:51.375] [SAMPLE-VAL] Sample 11: weight 1.000 -> 0.081 [S:T1-C4=88 % T2-HA=77 % T3-D3=45 % T4-H2=99 % T5-DA=81 % T6-D6=20 %, W:T2-H3=100 % T3-DK=51 % T4-H5=20 % T5-DT=3 %! T6-D8=25 %] [04:28:51.378] [SAMPLE-VAL] Sample 12: weight 1.000 -> 0.166 [S:T1-C4=91 % T2-HA=75 % T3-D3=56 % T4-H2=99 % T5-DA=47 % T6-D6=30 %, W:T2-H3=100 % T3-DK=46 % T4-H5=34 % T5-DT=10 % T6-D8=65 %] [04:28:51.382] [SAMPLE-VAL] Sample 13: weight 1.000 -> 0.026 [S:T1-C4=85 % T2-HA=88 % T3-D3=41 % T4-H2=100 % T5-DA=51 % T6-D6=21 %, W:T2-H3=99 % T3-DK=33 % T4-H5=1 %! T5-DT=6 % T6-D8=59 %] [04:28:51.385] [SAMPLE-VAL] Sample 14: weight 0.025 -> 0.001 [S:T1-C4=93 % T2-HA=75 % T3-D3=60 % T4-H2=99 % T5-DA=78 % T6-D6=58 %, W:T2-H3=100 % T3-DK=68 % T4-H5=24 % T5-DT=1 %! T6-D8=31 %] [04:28:51.389] [SAMPLE-VAL] Sample 15: weight 0.101 -> 0.001 [S:T1-C4=82 % T2-HA=77 % T3-D3=46 % T4-H2=99 % T5-DA=97 % T6-D6=46 %, W:T2-H3=100 % T3-DK=65 % T4-H5=22 % T5-DT=1 %! T6-D8=17 %] [04:28:51.392] [SAMPLE-VAL] Sample 16: weight 1.000 -> 0.021 [S:T1-C4=84 % T2-HA=76 % T3-D3=67 % T4-H2=99 % T5-DA=46 % T6-D6=51 %, W:T2-H3=100 % T3-DK=33 % T4-H5=24 % T5-DT=24 % T6-D8=1 %!] [04:28:51.395] [SAMPLE-VAL] Sample 17: weight 0.100 -> 0.001 [S:T1-C4=94 % T2-HA=78 % T3-D3=39 % T4-H2=99 % T5-DA=98 % T6-D6=55 %, W:T2-H3=100 % T3-DK=44 % T4-H5=22 % T5-DT=0 %! T6-D8=17 %] [04:28:51.399] [SAMPLE-VAL] Sample 18: weight 0.101 -> 0.001 [S:T1-C4=84 % T2-HA=78 % T3-D3=28 % T4-H2=99 % T5-DA=98 % T6-D6=34 %, W:T2-H3=100 % T3-DK=60 % T4-H5=26 % T5-DT=1 %! T6-D8=15 %] [04:28:51.402] [SAMPLE-VAL] Sample 19: weight 1.000 -> 0.061 [S:T1-C4=81 % T2-HA=94 % T3-D3=28 % T4-H2=100 % T5-DA=56 % T6-D6=4 %!, W:T2-H3=100 % T3-DK=28 % T4-H5=4 %! T5-DT=53 % T6-D8=16 %] [04:28:51.406] [SAMPLE-VAL] Sample 20: weight 0.500 -> 0.066 [S:T1-C4=93 % T2-HA=75 % T3-D3=38 % T4-H2=98 % T5-DA=53 % T6-D6=5 %, W:T2-H3=100 % T3-DK=40 % T4-H5=23 % T5-DT=51 % T6-D8=10 %] [04:28:51.409] [SAMPLE-VAL] Sample 21: weight 0.203 -> 0.031 [S:T1-C4=95 % T2-HA=78 % T3-D3=40 % T4-H2=99 % T5-DA=48 % T6-D6=9 %, W:T2-H3=100 % T3-DK=39 % T4-H5=34 % T5-DT=54 % T6-D8=19 %] [04:28:51.412] [SAMPLE-VAL] Sample 22: weight 0.500 -> 0.069 [S:T1-C4=96 % T2-HA=76 % T3-D3=37 % T4-H2=99 % T5-DA=71 % T6-D6=14 %, W:T2-H3=100 % T3-DK=69 % T4-H5=20 % T5-DT=8 % T6-D8=27 %] [04:28:51.416] [SAMPLE-VAL] Sample 23: weight 1.000 -> 0.005 [S:T1-C4=84 % T2-HA=76 % T3-D3=77 % T4-H2=99 % T5-DA=77 % T6-D6=83 %, W:T2-H3=100 % T3-DK=65 % T4-H5=22 % T5-DT=0 %! T6-D8=27 %] [04:28:51.420] [SAMPLE-VAL] Sample 24: weight 0.101 -> 0.001 [S:T1-C4=84 % T2-HA=77 % T3-D3=62 % T4-H2=99 % T5-DA=74 % T6-D6=67 %, W:T2-H3=100 % T3-DK=65 % T4-H5=34 % T5-DT=0 %! T6-D8=33 %] [04:28:51.423] [SAMPLE-VAL] Sample 25: weight 1.000 -> 0.052 [S:T1-C4=80 % T2-HA=94 % T3-D3=44 % T4-H2=100 % T5-DA=62 % T6-D6=25 %, W:T2-H3=99 % T3-DK=34 % T4-H5=2 %! T5-DT=6 % T6-D8=61 %] [04:28:51.427] [SAMPLE-VAL] Sample 26: weight 0.005 -> 0.001 [S:T1-C4=99 % T2-HA=74 % T3-D3=60 % T4-H2=99 % T5-DA=56 % T6-D6=56 %, W:T2-H3=100 % T3-DK=43 % T4-H5=9 % T5-DT=5 %! T6-D8=60 %] [04:28:51.430] [SAMPLE-VAL] Sample 27: weight 1.000 -> 0.066 [S:T1-C4=95 % T2-HA=92 % T3-D3=49 % T4-H2=100 % T5-DA=77 % T6-D6=27 %, W:T2-H3=99 % T3-DK=37 % T4-H5=3 %! T5-DT=5 %! T6-D8=25 %] [04:28:51.434] [SAMPLE-VAL] Sample 28: weight 0.101 -> 0.000 [S:T1-C4=86 % T2-HA=92 % T3-D3=30 % T4-H2=100 % T5-DA=97 % T6-D6=29 %, W:T2-H3=100 % T3-DK=60 % T4-H5=2 %! T5-DT=1 %! T6-D8=16 %] [04:28:51.437] [SAMPLE-VAL] Sample 29: weight 0.500 -> 0.005 [S:T1-C4=96 % T2-HA=77 % T3-D3=56 % T4-H2=99 % T5-DA=98 % T6-D6=72 %, W:T2-H3=100 % T3-DK=63 % T4-H5=22 % T5-DT=0 %! T6-D8=18 %] [04:28:51.441] [SAMPLE-VAL] Sample 30: weight 1.000 -> 0.054 [S:T1-C4=92 % T2-HA=91 % T3-D3=33 % T4-H2=100 % T5-DA=44 % T6-D6=7 %, W:T2-H3=99 % T3-DK=28 % T4-H5=3 %! T5-DT=50 % T6-D8=13 %] [04:28:51.444] [SAMPLE-VAL] Sample 31: weight 1.000 -> 0.057 [S:T1-C4=96 % T2-HA=77 % T3-D3=58 % T4-H2=99 % T5-DA=80 % T6-D6=23 %, W:T2-H3=100 % T3-DK=69 % T4-H5=30 % T5-DT=2 %! T6-D8=27 %] [04:28:51.447] [SAMPLE-VAL] Sample 32: weight 0.500 -> 0.066 [S:T1-C4=96 % T2-HA=75 % T3-D3=27 % T4-H2=99 % T5-DA=41 % T6-D6=6 %, W:T2-H3=100 % T3-DK=53 % T4-H5=18 % T5-DT=50 % T6-D8=17 %] [04:28:51.451] [SAMPLE-VAL] Sample 33: weight 0.500 -> 0.005 [S:T1-C4=98 % T2-HA=93 % T3-D3=47 % T4-H2=100 % T5-DA=79 % T6-D6=19 %, W:T2-H3=98 % T3-DK=49 % T4-H5=2 %! T5-DT=2 %! T6-D8=21 %] [04:28:51.454] [SAMPLE-VAL] Sample 34: weight 1.000 -> 0.159 [S:T1-C4=88 % T2-HA=76 % T3-D3=46 % T4-H2=99 % T5-DA=61 % T6-D6=18 %, W:T2-H3=100 % T3-DK=51 % T4-H5=25 % T5-DT=12 % T6-D8=65 %] [04:28:51.458] [SAMPLE-VAL] Sample 35: weight 0.500 -> 0.023 [S:T1-C4=81 % T2-HA=76 % T3-D3=72 % T4-H2=99 % T5-DA=81 % T6-D6=78 %, W:T2-H3=100 % T3-DK=70 % T4-H5=20 % T5-DT=2 %! T6-D8=31 %] [04:28:51.461] [SAMPLE-VAL] Sample 36: weight 0.500 -> 0.000 [S:T1-C4=87 % T2-HA=94 % T3-D3=58 % T4-H2=100 % T5-DA=84 % T6-D6=68 %, W:T2-H3=99 % T3-DK=48 % T4-H5=2 %! T5-DT=0 %! T6-D8=24 %] [04:28:51.464] [SAMPLE-VAL] Sample 37: weight 1.000 -> 0.029 [S:T1-C4=95 % T2-HA=88 % T3-D3=42 % T4-H2=100 % T5-DA=50 % T6-D6=22 %, W:T2-H3=99 % T3-DK=37 % T4-H5=1 %! T5-DT=6 % T6-D8=59 %] [04:28:51.468] [SAMPLE-VAL] Sample 38: weight 1.000 -> 0.017 [S:T1-C4=87 % T2-HA=78 % T3-D3=67 % T4-H2=99 % T5-DA=50 % T6-D6=51 %, W:T2-H3=100 % T3-DK=25 % T4-H5=21 % T5-DT=24 % T6-D8=1 %!] [04:28:51.471] [SAMPLE-VAL] Sample 39: weight 0.500 -> 0.019 [S:T1-C4=87 % T2-HA=75 % T3-D3=40 % T4-H2=99 % T5-DA=78 % T6-D6=18 %, W:T2-H3=100 % T3-DK=53 % T4-H5=22 % T5-DT=2 %! T6-D8=31 %] [04:28:51.475] [SAMPLE-VAL] Sample 40: weight 1.000 -> 0.002 [S:T1-C4=78 % T2-HA=92 % T3-D3=75 % T4-H2=100 % T5-DA=80 % T6-D6=80 %, W:T2-H3=100 % T3-DK=53 % T4-H5=1 %! T5-DT=0 %! T6-D8=27 %] [04:28:51.478] [SAMPLE-VAL] Sample 41: weight 1.000 -> 0.065 [S:T1-C4=78 % T2-HA=94 % T3-D3=33 % T4-H2=100 % T5-DA=52 % T6-D6=5 %, W:T2-H3=99 % T3-DK=32 % T4-H5=3 %! T5-DT=58 % T6-D8=15 %] [04:28:51.482] [SAMPLE-VAL] Sample 42: weight 1.000 -> 0.140 [S:T1-C4=96 % T2-HA=79 % T3-D3=36 % T4-H2=99 % T5-DA=56 % T6-D6=6 %, W:T2-H3=100 % T3-DK=40 % T4-H5=28 % T5-DT=51 % T6-D8=14 %] [04:28:51.485] [SAMPLE-VAL] Sample 43: weight 0.500 -> 0.005 [S:T1-C4=98 % T2-HA=76 % T3-D3=56 % T4-H2=99 % T5-DA=98 % T6-D6=76 %, W:T2-H3=100 % T3-DK=45 % T4-H5=23 % T5-DT=0 %! T6-D8=17 %] [04:28:51.489] [SAMPLE-VAL] Sample 44: weight 1.000 -> 0.139 [S:T1-C4=92 % T2-HA=79 % T3-D3=30 % T4-H2=99 % T5-DA=55 % T6-D6=8 %, W:T2-H3=100 % T3-DK=47 % T4-H5=26 % T5-DT=50 % T6-D8=12 %] [04:28:51.492] [SAMPLE-VAL] Sample 45: weight 1.000 -> 0.047 [S:T1-C4=94 % T2-HA=93 % T3-D3=41 % T4-H2=100 % T5-DA=60 % T6-D6=31 %, W:T2-H3=98 % T3-DK=30 % T4-H5=2 %! T5-DT=5 %! T6-D8=61 %] [04:28:51.496] [SAMPLE-VAL] Sample 46: weight 1.000 -> 0.135 [S:T1-C4=77 % T2-HA=75 % T3-D3=47 % T4-H2=98 % T5-DA=63 % T6-D6=25 %, W:T2-H3=100 % T3-DK=37 % T4-H5=15 % T5-DT=5 %! T6-D8=64 %] [04:28:51.499] [SAMPLE-VAL] Sample 47: weight 0.100 -> 0.015 [S:T1-C4=98 % T2-HA=74 % T3-D3=37 % T4-H2=99 % T5-DA=41 % T6-D6=25 %, W:T2-H3=100 % T3-DK=62 % T4-H5=18 % T5-DT=11 % T6-D8=62 %] [04:28:51.503] [SAMPLE-VAL] Sample 48: weight 1.000 -> 0.140 [S:T1-C4=86 % T2-HA=75 % T3-D3=39 % T4-H2=99 % T5-DA=55 % T6-D6=6 %, W:T2-H3=100 % T3-DK=47 % T4-H5=27 % T5-DT=59 % T6-D8=12 %] [04:28:51.506] [SAMPLE-VAL] Sample 49: weight 0.500 -> 0.004 [S:T1-C4=79 % T2-HA=74 % T3-D3=61 % T4-H2=98 % T5-DA=80 % T6-D6=58 %, W:T2-H3=100 % T3-DK=55 % T4-H5=28 % T5-DT=0 %! T6-D8=30 %] [04:28:51.510] [SAMPLE-VAL] Sample 50: weight 1.000 -> 0.018 [S:T1-C4=90 % T2-HA=93 % T3-D3=55 % T4-H2=100 % T5-DA=78 % T6-D6=58 %, W:T2-H3=99 % T3-DK=49 % T4-H5=3 %! T5-DT=2 %! T6-D8=24 %] [04:28:51.513] [SAMPLE-VAL] Sample 51: weight 0.101 -> 0.005 [S:T1-C4=86 % T2-HA=75 % T3-D3=47 % T4-H2=99 % T5-DA=69 % T6-D6=18 %, W:T2-H3=100 % T3-DK=44 % T4-H5=35 % T5-DT=2 %! T6-D8=33 %] [04:28:51.516] [SAMPLE-VAL] Sample 52: weight 0.005 -> 0.000 [S:T1-C4=92 % T2-HA=75 % T3-D3=46 % T4-H2=99 % T5-DA=72 % T6-D6=15 %, W:T2-H3=100 % T3-DK=55 % T4-H5=35 % T5-DT=2 %! T6-D8=30 %] [04:28:51.520] [SAMPLE-VAL] Sample 53: weight 0.500 -> 0.026 [S:T1-C4=81 % T2-HA=74 % T3-D3=46 % T4-H2=98 % T5-DA=78 % T6-D6=10 %, W:T2-H3=100 % T3-DK=42 % T4-H5=31 % T5-DT=2 %! T6-D8=31 %] [04:28:51.524] [SAMPLE-VAL] Sample 54: weight 0.500 -> 0.017 [S:T1-C4=91 % T2-HA=79 % T3-D3=50 % T4-H2=99 % T5-DA=81 % T6-D6=51 %, W:T2-H3=100 % T3-DK=80 % T4-H5=16 % T5-DT=1 %! T6-D8=32 %] [04:28:51.527] [SAMPLE-VAL] Sample 55: weight 1.000 -> 0.067 [S:T1-C4=95 % T2-HA=75 % T3-D3=72 % T4-H2=99 % T5-DA=58 % T6-D6=61 %, W:T2-H3=100 % T3-DK=51 % T4-H5=21 % T5-DT=2 %! T6-D8=57 %] [04:28:51.530] [SAMPLE-VAL] Sample 56: weight 0.500 -> 0.071 [S:T1-C4=82 % T2-HA=78 % T3-D3=40 % T4-H2=99 % T5-DA=53 % T6-D6=7 %, W:T2-H3=100 % T3-DK=32 % T4-H5=26 % T5-DT=54 % T6-D8=20 %] [04:28:51.534] [SAMPLE-VAL] Sample 57: weight 1.000 -> 0.009 [S:T1-C4=96 % T2-HA=78 % T3-D3=69 % T4-H2=99 % T5-DA=78 % T6-D6=85 %, W:T2-H3=100 % T3-DK=69 % T4-H5=25 % T5-DT=0 %! T6-D8=28 %] [04:28:51.537] [SAMPLE-VAL] Sample 58: weight 1.000 -> 0.126 [S:T1-C4=86 % T2-HA=77 % T3-D3=33 % T4-H2=99 % T5-DA=57 % T6-D6=5 %, W:T2-H3=100 % T3-DK=34 % T4-H5=26 % T5-DT=52 % T6-D8=8 %] [04:28:51.541] [SAMPLE-VAL] Sample 59: weight 1.000 -> 0.142 [S:T1-C4=84 % T2-HA=76 % T3-D3=54 % T4-H2=99 % T5-DA=44 % T6-D6=7 %, W:T2-H3=100 % T3-DK=37 % T4-H5=26 % T5-DT=55 % T6-D8=15 %] [04:28:51.544] [SAMPLE-VAL] Sample 60: weight 0.203 -> 0.004 [S:T1-C4=84 % T2-HA=89 % T3-D3=51 % T4-H2=100 % T5-DA=66 % T6-D6=20 %, W:T2-H3=100 % T3-DK=43 % T4-H5=2 %! T5-DT=3 %! T6-D8=27 %] [04:28:51.548] [SAMPLE-VAL] Sample 61: weight 0.500 -> 0.027 [S:T1-C4=95 % T2-HA=76 % T3-D3=45 % T4-H2=99 % T5-DA=73 % T6-D6=54 %, W:T2-H3=100 % T3-DK=82 % T4-H5=17 % T5-DT=2 %! T6-D8=30 %] [04:28:51.551] [SAMPLE-VAL] Sample 62: weight 0.500 -> 0.075 [S:T1-C4=96 % T2-HA=77 % T3-D3=43 % T4-H2=99 % T5-DA=54 % T6-D6=8 %, W:T2-H3=100 % T3-DK=37 % T4-H5=25 % T5-DT=51 % T6-D8=25 %] [04:28:51.555] [SAMPLE-VAL] Sample 63: weight 1.000 -> 0.037 [S:T1-C4=92 % T2-HA=88 % T3-D3=58 % T4-H2=100 % T5-DA=52 % T6-D6=65 %, W:T2-H3=99 % T3-DK=25 % T4-H5=1 %! T5-DT=26 % T6-D8=100 %] [04:28:51.558] [SAMPLE-VAL] Sample 64: weight 1.000 -> 0.135 [S:T1-C4=95 % T2-HA=77 % T3-D3=45 % T4-H2=99 % T5-DA=47 % T6-D6=6 %, W:T2-H3=100 % T3-DK=42 % T4-H5=24 % T5-DT=43 % T6-D8=13 %] [04:28:51.562] [SAMPLE-VAL] Sample 65: weight 1.000 -> 0.029 [S:T1-C4=90 % T2-HA=89 % T3-D3=41 % T4-H2=100 % T5-DA=48 % T6-D6=26 %, W:T2-H3=100 % T3-DK=22 % T4-H5=1 %! T5-DT=5 % T6-D8=57 %] [04:28:51.565] [SAMPLE-VAL] Sample 66: weight 0.203 -> 0.013 [S:T1-C4=92 % T2-HA=93 % T3-D3=28 % T4-H2=100 % T5-DA=52 % T6-D6=6 %, W:T2-H3=99 % T3-DK=35 % T4-H5=3 %! T5-DT=55 % T6-D8=15 %] [04:28:51.569] [SAMPLE-VAL] Sample 67: weight 1.000 -> 0.048 [S:T1-C4=98 % T2-HA=77 % T3-D3=59 % T4-H2=99 % T5-DA=81 % T6-D6=24 %, W:T2-H3=100 % T3-DK=60 % T4-H5=27 % T5-DT=2 %! T6-D8=25 %] [04:28:51.572] [SAMPLE-VAL] Sample 68: weight 0.101 -> 0.000 [S:T1-C4=81 % T2-HA=75 % T3-D3=33 % T4-H2=99 % T5-DA=96 % T6-D6=34 %, W:T2-H3=100 % T3-DK=51 % T4-H5=34 % T5-DT=0 %! T6-D8=16 %] [04:28:51.576] [SAMPLE-VAL] Sample 69: weight 0.203 -> 0.010 [S:T1-C4=88 % T2-HA=93 % T3-D3=32 % T4-H2=100 % T5-DA=56 % T6-D6=4 %!, W:T2-H3=99 % T3-DK=25 % T4-H5=3 %! T5-DT=57 % T6-D8=14 %] [04:28:51.579] [SAMPLE-VAL] Sample 70: weight 0.050 -> 0.001 [S:T1-C4=93 % T2-HA=78 % T3-D3=52 % T4-H2=99 % T5-DA=44 % T6-D6=45 %, W:T2-H3=100 % T3-DK=40 % T4-H5=13 % T5-DT=24 % T6-D8=1 %!] [04:28:51.582] [SAMPLE-VAL] Sample 71: weight 0.005 -> 0.000 [S:T1-C4=91 % T2-HA=76 % T3-D3=60 % T4-H2=99 % T5-DA=70 % T6-D6=66 %, W:T2-H3=100 % T3-DK=65 % T4-H5=31 % T5-DT=0 %! T6-D8=32 %] [04:28:51.586] [SAMPLE-VAL] Sample 72: weight 1.000 -> 0.006 [S:T1-C4=91 % T2-HA=92 % T3-D3=43 % T4-H2=100 % T5-DA=48 % T6-D6=40 %, W:T2-H3=99 % T3-DK=27 % T4-H5=2 %! T5-DT=24 % T6-D8=1 %!] [04:28:51.589] [SAMPLE-VAL] Sample 73: weight 0.203 -> 0.002 [S:T1-C4=87 % T2-HA=95 % T3-D3=49 % T4-H2=100 % T5-DA=52 % T6-D6=38 %, W:T2-H3=98 % T3-DK=27 % T4-H5=3 %! T5-DT=23 % T6-D8=1 %!] [04:28:51.593] [SAMPLE-VAL] Sample 74: weight 0.500 -> 0.008 [S:T1-C4=87 % T2-HA=75 % T3-D3=53 % T4-H2=99 % T5-DA=79 % T6-D6=50 %, W:T2-H3=100 % T3-DK=70 % T4-H5=20 % T5-DT=1 %! T6-D8=31 %] [04:28:51.596] [SAMPLE-VAL] Sample 75: weight 1.000 -> 0.024 [S:T1-C4=90 % T2-HA=77 % T3-D3=69 % T4-H2=99 % T5-DA=48 % T6-D6=49 %, W:T2-H3=100 % T3-DK=31 % T4-H5=23 % T5-DT=25 % T6-D8=1 %!] [04:28:51.600] [SAMPLE-VAL] Sample 76: weight 1.000 -> 0.046 [S:T1-C4=85 % T2-HA=89 % T3-D3=60 % T4-H2=100 % T5-DA=53 % T6-D6=57 %, W:T2-H3=99 % T3-DK=27 % T4-H5=2 %! T5-DT=31 % T6-D8=100 %] [04:28:51.604] [SAMPLE-VAL] Sample 77: weight 0.101 -> 0.000 [S:T1-C4=88 % T2-HA=77 % T3-D3=35 % T4-H2=99 % T5-DA=97 % T6-D6=27 %, W:T2-H3=100 % T3-DK=71 % T4-H5=37 % T5-DT=0 %! T6-D8=16 %] [04:28:51.609] [SAMPLE-VAL] Sample 78: weight 0.005 -> 0.001 [S:T1-C4=94 % T2-HA=78 % T3-D3=31 % T4-H2=99 % T5-DA=51 % T6-D6=8 %, W:T2-H3=100 % T3-DK=36 % T4-H5=22 % T5-DT=61 % T6-D8=10 %] [04:28:51.613] [SAMPLE-VAL] Sample 79: weight 0.203 -> 0.004 [S:T1-C4=77 % T2-HA=74 % T3-D3=59 % T4-H2=99 % T5-DA=55 % T6-D6=37 %, W:T2-H3=100 % T3-DK=40 % T4-H5=26 % T5-DT=22 % T6-D8=1 %!] [04:28:51.617] [SAMPLE-VAL] Sample 80: weight 0.500 -> 0.075 [S:T1-C4=94 % T2-HA=76 % T3-D3=42 % T4-H2=99 % T5-DA=46 % T6-D6=9 %, W:T2-H3=100 % T3-DK=34 % T4-H5=23 % T5-DT=61 % T6-D8=26 %] [04:28:51.620] [SAMPLE-VAL] Sample 81: weight 0.500 -> 0.014 [S:T1-C4=96 % T2-HA=79 % T3-D3=63 % T4-H2=99 % T5-DA=82 % T6-D6=80 %, W:T2-H3=100 % T3-DK=67 % T4-H5=20 % T5-DT=1 %! T6-D8=28 %] [04:28:51.624] [SAMPLE-VAL] Sample 82: weight 0.500 -> 0.003 [S:T1-C4=97 % T2-HA=92 % T3-D3=31 % T4-H2=100 % T5-DA=98 % T6-D6=43 %, W:T2-H3=99 % T3-DK=63 % T4-H5=2 %! T5-DT=1 %! T6-D8=15 %] [04:28:51.627] [SAMPLE-VAL] Sample 83: weight 0.203 -> 0.029 [S:T1-C4=85 % T2-HA=76 % T3-D3=44 % T4-H2=99 % T5-DA=52 % T6-D6=8 %, W:T2-H3=100 % T3-DK=38 % T4-H5=31 % T5-DT=55 % T6-D8=13 %] [04:28:51.631] [SAMPLE-VAL] Sample 84: weight 0.025 -> 0.003 [S:T1-C4=95 % T2-HA=77 % T3-D3=52 % T4-H2=99 % T5-DA=65 % T6-D6=26 %, W:T2-H3=100 % T3-DK=50 % T4-H5=15 % T5-DT=4 %! T6-D8=26 %] [04:28:51.634] [SAMPLE-VAL] Sample 85: weight 0.203 -> 0.019 [S:T1-C4=94 % T2-HA=73 % T3-D3=60 % T4-H2=99 % T5-DA=59 % T6-D6=55 %, W:T2-H3=100 % T3-DK=51 % T4-H5=20 % T5-DT=3 %! T6-D8=60 %] [04:28:51.638] [SAMPLE-VAL] Sample 86: weight 0.500 -> 0.008 [S:T1-C4=87 % T2-HA=78 % T3-D3=42 % T4-H2=99 % T5-DA=98 % T6-D6=41 %, W:T2-H3=100 % T3-DK=70 % T4-H5=21 % T5-DT=1 %! T6-D8=17 %] [04:28:51.641] [SAMPLE-VAL] Sample 87: weight 0.500 -> 0.004 [S:T1-C4=96 % T2-HA=96 % T3-D3=36 % T4-H2=100 % T5-DA=99 % T6-D6=47 %, W:T2-H3=99 % T3-DK=47 % T4-H5=2 %! T5-DT=1 %! T6-D8=14 %] [04:28:51.645] [SAMPLE-VAL] Sample 88: weight 1.000 -> 0.158 [S:T1-C4=94 % T2-HA=76 % T3-D3=47 % T4-H2=99 % T5-DA=42 % T6-D6=25 %, W:T2-H3=100 % T3-DK=58 % T4-H5=18 % T5-DT=14 % T6-D8=60 %] [04:28:51.649] [SAMPLE-VAL] Sample 89: weight 1.000 -> 0.204 [S:T1-C4=85 % T2-HA=75 % T3-D3=68 % T4-H2=99 % T5-DA=56 % T6-D6=54 %, W:T2-H3=100 % T3-DK=49 % T4-H5=21 % T5-DT=36 % T6-D8=100 %] [04:28:51.652] [SAMPLE-VAL] Sample 90: weight 0.500 -> 0.001 [S:T1-C4=83 % T2-HA=92 % T3-D3=39 % T4-H2=100 % T5-DA=97 % T6-D6=38 %, W:T2-H3=100 % T3-DK=59 % T4-H5=2 %! T5-DT=0 %! T6-D8=17 %] [04:28:51.655] [SAMPLE-VAL] Sample 91: weight 0.500 -> 0.011 [S:T1-C4=97 % T2-HA=80 % T3-D3=40 % T4-H2=99 % T5-DA=98 % T6-D6=53 %, W:T2-H3=100 % T3-DK=57 % T4-H5=23 % T5-DT=1 %! T6-D8=14 %] [04:28:51.659] [SAMPLE-VAL] Sample 92: weight 1.000 -> 0.064 [S:T1-C4=83 % T2-HA=94 % T3-D3=30 % T4-H2=100 % T5-DA=49 % T6-D6=7 %, W:T2-H3=99 % T3-DK=40 % T4-H5=3 %! T5-DT=50 % T6-D8=18 %] [04:28:51.662] [SAMPLE-VAL] Sample 93: weight 1.000 -> 0.006 [S:T1-C4=92 % T2-HA=79 % T3-D3=67 % T4-H2=99 % T5-DA=77 % T6-D6=79 %, W:T2-H3=100 % T3-DK=76 % T4-H5=27 % T5-DT=0 %! T6-D8=29 %] [04:28:51.666] [SAMPLE-VAL] Sample 94: weight 0.101 -> 0.004 [S:T1-C4=98 % T2-HA=75 % T3-D3=51 % T4-H2=99 % T5-DA=72 % T6-D6=70 %, W:T2-H3=100 % T3-DK=64 % T4-H5=17 % T5-DT=1 %! T6-D8=30 %] [04:28:51.669] [SAMPLE-VAL] Sample 95: weight 0.500 -> 0.077 [S:T1-C4=96 % T2-HA=77 % T3-D3=39 % T4-H2=99 % T5-DA=47 % T6-D6=7 %, W:T2-H3=100 % T3-DK=51 % T4-H5=32 % T5-DT=49 % T6-D8=23 %] [04:28:51.673] [SAMPLE-VAL] Sample 96: weight 0.500 -> 0.002 [S:T1-C4=97 % T2-HA=95 % T3-D3=31 % T4-H2=100 % T5-DA=99 % T6-D6=42 %, W:T2-H3=99 % T3-DK=56 % T4-H5=2 %! T5-DT=1 %! T6-D8=14 %] [04:28:51.676] [SAMPLE-VAL] Sample 97: weight 0.005 -> 0.000 [S:T1-C4=99 % T2-HA=77 % T3-D3=58 % T4-H2=99 % T5-DA=77 % T6-D6=77 %, W:T2-H3=100 % T3-DK=41 % T4-H5=12 % T5-DT=1 %! T6-D8=26 %] [04:28:51.680] [SAMPLE-VAL] Sample 98: weight 1.000 -> 0.199 [S:T1-C4=91 % T2-HA=74 % T3-D3=64 % T4-H2=99 % T5-DA=50 % T6-D6=63 %, W:T2-H3=100 % T3-DK=39 % T4-H5=24 % T5-DT=30 % T6-D8=100 %] [04:28:51.683] [SAMPLE-VAL] Sample 99: weight 0.500 -> 0.024 [S:T1-C4=93 % T2-HA=74 % T3-D3=55 % T4-H2=99 % T5-DA=69 % T6-D6=19 %, W:T2-H3=100 % T3-DK=46 % T4-H5=24 % T5-DT=2 %! T6-D8=31 %] [04:28:51.687] [SAMPLE-VAL] Sample 100: weight 1.000 -> 0.009 [S:T1-C4=93 % T2-HA=93 % T3-D3=40 % T4-H2=100 % T5-DA=81 % T6-D6=19 %, W:T2-H3=99 % T3-DK=45 % T4-H5=2 %! T5-DT=1 %! T6-D8=26 %] [04:28:51.687] [SAMPLE-VAL] Zeroed 20 samples below relative threshold 0.010 x max 0.2042 = 0.002042 [04:28:51.687] [SAMPLE-VAL] Done. Weight range: 0.000-0.204 [04:28:51.687] [SAMPLE-VAL] Top sample 89 (w=0.204): S:K.AK2.AJ9653.AK4 W:AJT.53.KT8.QT865 [S:T1-C4=85 % T2-HA=75 % T3-D3=68 % T4-H2=99 % T5-DA=56 % T6-D6=54 %, W:T2-H3=100 % T3-DK=49 % T4-H5=21 % T5-DT=36 % T6-D8=100 %] [04:28:51.687] [SAMPLE-VAL] Top sample 98 (w=0.199): S:A.AK2.AJ9653.AQ4 W:KJT.53.KT8.KT865 [S:T1-C4=91 % T2-HA=74 % T3-D3=64 % T4-H2=99 % T5-DA=50 % T6-D6=63 %, W:T2-H3=100 % T3-DK=39 % T4-H5=24 % T5-DT=30 % T6-D8=100 %] [04:28:51.687] [SAMPLE-VAL] Top sample 12 (w=0.166): S:A.AK2.AJ963.AKT4 W:KJT.53.KT85.Q865 [S:T1-C4=91 % T2-HA=75 % T3-D3=56 % T4-H2=99 % T5-DA=47 % T6-D6=30 %, W:T2-H3=100 % T3-DK=46 % T4-H5=34 % T5-DT=10 % T6-D8=65 %] [04:28:51.687] [SAMPLE-VAL] Top sample 34 (w=0.159): S:KJ.AK2.AJ963.AK4 W:AT.53.KT85.QT865 [S:T1-C4=88 % T2-HA=76 % T3-D3=46 % T4-H2=99 % T5-DA=61 % T6-D6=18 %, W:T2-H3=100 % T3-DK=51 % T4-H5=25 % T5-DT=12 % T6-D8=65 %] [04:28:51.687] [SAMPLE-VAL] Top sample 88 (w=0.158): S:AK.AK2.AJ963.KT4 W:JT.53.KT85.AQ865 [S:T1-C4=94 % T2-HA=76 % T3-D3=47 % T4-H2=99 % T5-DA=42 % T6-D6=25 %, W:T2-H3=100 % T3-DK=58 % T4-H5=18 % T5-DT=14 % T6-D8=60 %] [04:28:51.687] After sample validation: 80 deals remaining [04:28:51.688] [PLAY-INFER] No inference observations detected [04:28:51.688] Using weighted samples: 80/80 have non-uniform weights (range 0.002-0.204) [04:28:51.688] Sample deals (80 total, showing first 20, by weight): [04:28:51.688] [1] (w=0.204) N:Q82.Q97.Q742.J93 976543.JT864..72 K.AK2.AJ9653.AK4 AJT.53.KT8.QT865 [04:28:51.688] [2] (w=0.199) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ9653.AQ4 KJT.53.KT8.KT865 [04:28:51.688] [3] (w=0.166) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ963.AKT4 KJT.53.KT85.Q865 [04:28:51.688] [4] (w=0.159) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.AJ963.AK4 AT.53.KT85.QT865 [04:28:51.688] [5] (w=0.158) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK2.AJ963.KT4 JT.53.KT85.AQ865 [04:28:51.688] [6] (w=0.142) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.AK2.AJ63.AK84 KJ.53.KT985.QT65 [04:28:51.688] [7] (w=0.140) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.AJ63.KQ84 KT.53.KT985.AT65 [04:28:51.688] [8] (w=0.140) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.AJ63.AK64 AT.53.KT985.QT85 [04:28:51.688] [9] (w=0.139) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.AJ63.AKT4 AT.53.KT985.Q865 [04:28:51.688] [10] (w=0.135) N:Q82.Q97.Q742.J93 976543.JT864..72 KT.AK2.AJ63.AK64 AJ.53.KT985.QT85 [04:28:51.689] [11] (w=0.135) N:Q82.Q97.Q742.J93 976543.JT864..72 J.AK2.AJ963.AKQ4 AKT.53.KT85.T865 [04:28:51.689] [12] (w=0.131) N:Q82.Q97.Q742.J93 976543.JT864..72 KT.AK2.A963.AKQ4 AJ.53.KJT85.T865 [04:28:51.689] [13] (w=0.129) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.AJ63.AQ84 AT.53.KT985.KT65 [04:28:51.689] [14] (w=0.126) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.AJ63.AK84 AT.53.KT985.QT65 [04:28:51.689] [15] (w=0.081) N:Q82.Q97.Q742.J93 976543.JT864..72 KJT.AK2.A963.AK4 A.53.KJT85.QT865 [04:28:51.689] [16] (w=0.077) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ63.AKT64 KJT.53.KT985.Q85 [04:28:51.689] [17] (w=0.075) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ63.AQ864 KJT.53.KT985.KT5 [04:28:51.689] [18] (w=0.075) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ63.AQT64 KJT.53.KT985.K85 [04:28:51.689] [19] (w=0.071) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.AJ63.AQT84 KJT.53.KT985.K65 [04:28:51.689] [20] (w=0.069) N:Q82.Q97.Q742.J93 976543.JT864..72 AK.AK2.A963.KQ64 JT.53.KJT85.AT85 [04:28:51.689] ... and 60 more [04:28:51.748] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [04:28:51.748] S4: [-460, -460, -460, -460, -430, -460, -430, -430, -430, -430, -460, -400, -430, -430, -400, -490, -430, -430, -430, -400, -430, -400, -400, -460, -460, -460, -430, -400, -460, -430, -400, -460, -490, -460, -400, -400, -460, -430, -460, -460, -400, -400, -460, -460, -430, -400, -460, -400, -430, -400, -460, -400, -430, -400, -460, -490, 50, -460, -400, -400, -400, 50, -460, -400, -400, -430, -400, -400, -400, -400, 50, 50, -460, -400, -400, -460, 50, -430, 50, -400] [04:28:51.748] H6: [-460, -460, -460, -460, -430, -460, -430, -430, -430, -430, -460, -400, -400, -430, -400, -490, -430, -430, -430, -400, -430, -400, -400, -460, -460, -460, -430, -400, -460, -430, -400, -460, -490, -460, -400, -400, -460, -430, -460, -460, -400, -400, -460, -460, -430, -400, -460, -400, -430, -400, -460, -400, -430, -400, -460, -490, 50, -460, -400, -400, -400, 50, -460, -400, -400, -430, -400, -400, -400, -400, 50, 50, -460, -400, -400, -460, 50, -430, 50, -400] [04:28:51.748] S9: [-460, -460, -460, -460, -430, -460, -430, -430, -430, -430, -460, -400, -430, -430, -400, -490, -430, -430, -430, -400, -430, -400, -400, -460, -460, -460, -430, -400, -460, -430, -400, -460, -490, -460, -400, -400, -460, -430, -460, -460, -400, -400, -460, -460, -430, -400, -460, -400, -430, -400, -460, -400, -430, -400, -460, -490, 50, -460, -400, -400, -400, 50, -460, -400, -400, -430, -400, -400, -400, -400, 50, 50, -460, -400, -400, -460, 50, -430, 50, -400] [04:28:51.748] HJ: [-460, -460, -460, -460, -430, -460, -430, -430, -430, -430, -460, -400, -400, -430, -400, -490, -430, -430, -430, -400, -430, -400, -400, -460, -460, -460, -430, -400, -460, -430, -400, -460, -490, -460, -400, -400, -460, -430, -460, -460, -400, -400, -460, -460, -430, -400, -460, -400, -430, -400, -460, -400, -430, -400, -460, -490, 50, -460, -400, -400, -400, 50, -460, -400, -400, -430, -400, -400, -400, -400, 50, 50, -460, -400, -400, -460, 50, -430, 50, -400] [04:28:51.749] C7: [-460, -460, -460, -460, -430, -460, -430, -430, -430, -430, -460, -400, -400, -430, -400, -490, -430, -430, -430, -400, -430, -400, -400, -460, -460, -460, -430, -400, -460, -430, -400, -460, -490, -460, -400, -400, -460, -430, -460, -460, -400, -400, -460, -460, -430, -400, -460, -400, -430, -400, -460, -400, -430, -400, -460, -490, 50, -460, -400, -400, -400, 50, -460, -400, -400, -430, -400, -400, -400, -400, 50, 50, -460, -400, -400, -460, 50, -430, 50, -400] [04:28:51.749] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [04:28:51.749] S4: [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 2, 2, 3, 0, 2, 2, 2, 3, 2, 3, 3, 1, 1, 1, 2, 3, 1, 2, 3, 1, 0, 1, 3, 3, 1, 2, 1, 1, 3, 3, 1, 1, 2, 3, 1, 3, 2, 3, 1, 3, 2, 3, 1, 0, 4, 1, 3, 3, 3, 4, 1, 3, 3, 2, 3, 3, 3, 3, 4, 4, 1, 3, 3, 1, 4, 2, 4, 3] [04:28:51.749] H6: [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 2, 2, 2, 3, 2, 3, 3, 1, 1, 1, 2, 3, 1, 2, 3, 1, 0, 1, 3, 3, 1, 2, 1, 1, 3, 3, 1, 1, 2, 3, 1, 3, 2, 3, 1, 3, 2, 3, 1, 0, 4, 1, 3, 3, 3, 4, 1, 3, 3, 2, 3, 3, 3, 3, 4, 4, 1, 3, 3, 1, 4, 2, 4, 3] [04:28:51.749] S9: [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 2, 2, 3, 0, 2, 2, 2, 3, 2, 3, 3, 1, 1, 1, 2, 3, 1, 2, 3, 1, 0, 1, 3, 3, 1, 2, 1, 1, 3, 3, 1, 1, 2, 3, 1, 3, 2, 3, 1, 3, 2, 3, 1, 0, 4, 1, 3, 3, 3, 4, 1, 3, 3, 2, 3, 3, 3, 3, 4, 4, 1, 3, 3, 1, 4, 2, 4, 3] [04:28:51.749] HJ: [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 2, 2, 2, 3, 2, 3, 3, 1, 1, 1, 2, 3, 1, 2, 3, 1, 0, 1, 3, 3, 1, 2, 1, 1, 3, 3, 1, 1, 2, 3, 1, 3, 2, 3, 1, 3, 2, 3, 1, 0, 4, 1, 3, 3, 3, 4, 1, 3, 3, 2, 3, 3, 3, 3, 4, 4, 1, 3, 3, 1, 4, 2, 4, 3] [04:28:51.749] C7: [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 2, 2, 2, 3, 2, 3, 3, 1, 1, 1, 2, 3, 1, 2, 3, 1, 0, 1, 3, 3, 1, 2, 1, 1, 3, 3, 1, 1, 2, 3, 1, 3, 2, 3, 1, 3, 2, 3, 1, 0, 4, 1, 3, 3, 3, 4, 1, 3, 3, 2, 3, 3, 3, 3, 4, 4, 1, 3, 3, 1, 4, 2, 4, 3] [04:28:51.749] --- IMP Calculation Output (card -> average IMP) --- [04:28:51.749] H6: 0.02 [04:28:51.749] HJ: 0.02 [04:28:51.749] C7: 0.02 [04:28:51.749] S4: -0.02 [04:28:51.750] S9: -0.02 [04:28:51.750] === DDS DETAILED ANALYSIS === [04:28:51.750] Cards analyzed: 5, Samples per card: 80 [04:28:51.750] [04:28:51.750] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [04:28:51.750] ----- ------ --------- ------- ----------- -------------------------------- [04:28:51.750] H6 0.02 2.14 1 % 5 [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 2, 2, 2, 3...] [04:28:51.750] C7 0.02 2.14 1 % 5 [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 2, 2, 2, 3...] [04:28:51.750] HJ 0.02 2.14 1 % 5 [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 3, 2, 3, 0, 2, 2, 2, 3...] [04:28:51.750] S4 -0.02 2.12 1 % 5 [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 2, 2, 3, 0, 2, 2, 2, 3...] [04:28:51.750] S9 -0.02 2.12 1 % 5 [1, 1, 1, 1, 2, 1, 2, 2, 2, 2, 1, 3, 2, 2, 3, 0, 2, 2, 2, 3...] [04:28:51.750] [04:28:51.750] Selected: H6 (IMPs=0.02, avgTricks=2.14) [04:28:51.750] =================== [04:28:51.751] [SD-DEF] Skipped: not following suit (discard/lead), guard pass N/A [04:28:51.751] [TRUMP] Skipped: not a suit contract [04:28:51.751] Selected: H6 (avg 0.02 IMPs, 2.14 tricks) -- 2 tied card(s): C7, HJ [04:28:51.751] [stage-timing] ok sample=818ms validate=0ms nn=367ms signal=0ms simgames=3ms dds=57ms total=1249ms samples=80 cards=25 [04:28:51.751] === FindBestCardAsync: Position=E, CardsPlayed=25 === [04:28:51.751] Finding card to play for E: 976543.JT864..72 [04:28:51.751] Relative position: Righty, Contract type: NoTrump [04:28:51.751] Cards in hand mask: 6 [04:28:51.752] Candidate: xS = 55.4 % [04:28:51.752] Candidate: xC = 18.7 % [04:28:51.752] Candidate: 9S = 14.0 % [04:28:51.752] Candidate: xH = 10.9 % [04:28:51.753] Candidate: JH = 0.9 % [04:28:51.753] Candidate: TH = 0.0 % [04:28:51.753] Selected: S3 (55.4 %) === Board DailyIMP2026-08-30_b1_t2 (API) - DDS Engine (E) - 2026-08-30 04:28:53 === === Board DailyIMP2026-08-30_b1_t2 (API) - Neural Network Engine (E) - 2026-08-30 04:28:53 === [04:28:53.728] === FindBestCardAsync: Position=E, CardsPlayed=30 === [04:28:53.728] Contract: 3N, Declarer: S, Dealer: N [04:28:53.728] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:53.728] Deal: N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A9653.AK4 KT.53.KJT8.QT865 [04:28:53.728] Position E is on defender's side - score table shifted by 2 defense tricks won [04:28:53.728] ****************************** [04:28:53.728] FindMatchingDealsWithPlayInternal Input: [04:28:53.728] Position parameter: E [04:28:53.728] Deal from game: N:... ... ... ... [04:28:53.728] Hand for N: Q82.Q97.Q742.J93 [04:28:53.728] Hand for E: 976543.JT864..72 [04:28:53.729] Hand for S: (null) [04:28:53.729] Hand for W: (null) [04:28:53.729] Cards played: C5, C9, C2, C4, H7, H8, HA, H3, D3, DK, D7, S5, H5, HQ, H4, H2, D2, S6, DA, DT, D6, D8, DQ, S7, D4, C7, D9, DJ, CQ, C3 [04:28:53.729] Declarer: S [04:28:53.729] ****************************** [04:28:53.729] [DealFinder] Seed from player E hand: -820942917 [04:28:53.729] [DealFinder] Auction: P-P-2C-P-2D-P-2N-P-3N-P-P-P [04:28:53.729] [DealFinder] Reusing process-cached base constraints for auction (stateless-service reuse). [04:28:53.729] [DealFinder] W HCP min 0 -> 3: restored 3 of PRIVATE floor -- we ARE E, the seat whose own cards produced it. [04:28:53.729] [Timing] Pre-computation (constraints): 0ms mem d=0MB (total=1424MB, gc2=25) [04:28:53.729] [DealFinder] Using cardsPlayedCount=30 for visibility calculation [04:28:53.729] [ExtractPartialDeal] Position=E, Declarer=S, CardsPlayed=30 [04:28:53.729] [ExtractPartialDeal] Visible hands: E, N, S [04:28:53.730] [ExtractPartialDeal] Input deal: N:... ... ... ... [04:28:53.730] [ExtractPartialDeal] Extracted hands: [04:28:53.730] N: Q82.Q97.Q742.J93 (13 cards) [LOCKED] [04:28:53.730] E: 976543.JT864..72 (13 cards) [LOCKED] [04:28:53.730] S: ... (0 cards) [04:28:53.730] W: ... (0 cards) [04:28:53.730] [DealFinder] Trump suit from contract '3N': NoTrump [04:28:53.730] [ComputePlayedCards] Declarer=S, Opening leader=W, Trump=NoTrump [04:28:53.730] [ComputePlayedCards] Card 1: C5 played by W [04:28:53.730] [ComputePlayedCards] Card 2: C9 played by N [04:28:53.730] [ComputePlayedCards] Card 3: C2 played by E [04:28:53.730] [ComputePlayedCards] Card 4: C4 played by S [04:28:53.730] [ComputePlayedCards] Trick complete. Winner: N [04:28:53.730] [ComputePlayedCards] Card 5: H7 played by N [04:28:53.730] [ComputePlayedCards] Card 6: H8 played by E [04:28:53.731] [ComputePlayedCards] Card 7: HA played by S [04:28:53.731] [ComputePlayedCards] Card 8: H3 played by W [04:28:53.731] [ComputePlayedCards] Trick complete. Winner: S [04:28:53.731] [ComputePlayedCards] Card 9: D3 played by S [04:28:53.731] [ComputePlayedCards] Card 10: DK played by W [04:28:53.731] [ComputePlayedCards] Card 11: D7 played by N [04:28:53.731] [ComputePlayedCards] Card 12: S5 played by E [04:28:53.731] [ComputePlayedCards] Trick complete. Winner: W [04:28:53.731] [ComputePlayedCards] Card 13: H5 played by W [04:28:53.731] [ComputePlayedCards] Card 14: HQ played by N [04:28:53.731] [ComputePlayedCards] Card 15: H4 played by E [04:28:53.731] [ComputePlayedCards] Card 16: H2 played by S [04:28:53.731] [ComputePlayedCards] Trick complete. Winner: N [04:28:53.731] [ComputePlayedCards] Card 17: D2 played by N [04:28:53.731] [ComputePlayedCards] Card 18: S6 played by E [04:28:53.731] [ComputePlayedCards] Card 19: DA played by S [04:28:53.731] [ComputePlayedCards] Card 20: DT played by W [04:28:53.731] [ComputePlayedCards] Trick complete. Winner: S [04:28:53.732] [ComputePlayedCards] Card 21: D6 played by S [04:28:53.732] [ComputePlayedCards] Card 22: D8 played by W [04:28:53.732] [ComputePlayedCards] Card 23: DQ played by N [04:28:53.732] [ComputePlayedCards] Card 24: S7 played by E [04:28:53.732] [ComputePlayedCards] Trick complete. Winner: N [04:28:53.732] [ComputePlayedCards] Card 25: D4 played by N [04:28:53.732] [ComputePlayedCards] Card 26: C7 played by E [04:28:53.732] [ComputePlayedCards] Card 27: D9 played by S [04:28:53.732] [ComputePlayedCards] Card 28: DJ played by W [04:28:53.732] [ComputePlayedCards] Trick complete. Winner: W [04:28:53.732] [ComputePlayedCards] Card 29: CQ played by W [04:28:53.732] [ComputePlayedCards] Card 30: C3 played by N [04:28:53.732] [DealFinder] Locked player N has complete 13-card hand, skipping played cards: C9, H7, D7, HQ, D2, DQ, D4, C3 [04:28:53.732] [DealFinder] Locked player E has complete 13-card hand, skipping played cards: C2, H8, S5, H4, S6, S7, C7 [04:28:53.732] [DealFinder] Added 7 played cards to S (was 0 cards): C4, HA, D3, H2, DA, D6, D9 [04:28:53.732] [DealFinder] Added 8 played cards to W (was 0 cards): C5, H3, DK, H5, DT, D8, DJ, CQ [04:28:53.733] [DecomposePartnership] S: No tightening (CombinedHcpMin=22, CombinedHcpMax=, partner N HCP=7) [04:28:53.733] [DecomposePartnership] W: No tightening (CombinedHcpMin=, CombinedHcpMax=, partner E HCP=1) [04:28:53.733] [DealFinder] Bid verification enabled for: S [04:28:53.733] [DealFinder] Propagated S: HCP[22-23], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:53.733] [DealFinder] Propagated W: HCP[9-10], Suits=S[0-4] H[0-5] D[0-9] C[0-8] (2 iterations) [04:28:53.733] [DealFinder] Known cards per player: N=13, E=13, S=7, W=8 [04:28:53.733] [DealFinder] Locked players: N, E [04:28:53.734] [DealFinder] Total known cards: 41, Remaining deck: 11, Cards to deal: 11 [04:28:53.734] [DealFinder] Players needing cards: S:6, W:5 [04:28:53.734] Small number of cards remaining. Switching to combinatorial generation (DDS limit=100). [04:28:53.830] [DealFinder] Combinatorial: enumerated 462, perfect 50, sending 100 to DDS [04:28:53.830] [Timing] Total: 100ms, Generation: 0ms, Verification: 0ms [04:28:53.830] [Timing] Attempts: 1, PassedSimpleCheck: 0, FailedVerification: 0, Found: 50 [04:28:53.830] Search complete. Returning 100 deals. [04:28:53.830] Found 100 sample deals for simulation. [04:28:53.830] Valid deals for DDS: 100 / 100 [04:28:53.830] [SAMPLE-VAL] Validating 100 samples, hidden: S,W, contract: NT [04:28:53.845] [SAMPLE-VAL] Opening lead NN validation (C5): 55/100 samples adjusted [04:28:53.846] [SAMPLE-VAL] Opening lead rule validation (C5): 33/100 samples penalized for convention violation [04:28:53.846] [SAMPLE-VAL] T1: W=C5 N=C9 E=C2 S=C4 (leader=W) [04:28:53.846] [SAMPLE-VAL] T2: N=H7 E=H8 S=HA W=H3 (leader=N) [04:28:53.846] [SAMPLE-VAL] T3: S=D3 W=DK N=D7 E=S5 (leader=S) [04:28:53.846] [SAMPLE-VAL] T4: W=H5 N=HQ E=H4 S=H2 (leader=W) [04:28:53.846] [SAMPLE-VAL] T5: N=D2 E=S6 S=DA W=DT (leader=N) [04:28:53.846] [SAMPLE-VAL] T6: S=D6 W=D8 N=DQ E=S7 (leader=S) [04:28:53.846] [SAMPLE-VAL] T7: N=D4 E=C7 S=D9 W=DJ (leader=N) [04:28:53.846] [SAMPLE-VAL] T8: W=CQ N=C3 (leader=W) (partial) [04:28:53.851] [SAMPLE-VAL] Sample 1: weight 1.000 -> 0.037 [S:T1-C4=88 % T2-HA=76 % T3-D3=68 % T4-H2=99 % T5-DA=73 % T6-D6=59 % T7-D9=25 %, W:T2-H3=100 % T3-DK=52 % T4-H5=22 % T5-DT=1 %! T6-D8=49 % T7-DJ=100 % T8-CQ=20 %] [04:28:53.856] [SAMPLE-VAL] Sample 2: weight 1.000 -> 0.007 [S:T1-C4=86 % T2-HA=91 % T3-D3=64 % T4-H2=100 % T5-DA=68 % T6-D6=48 % T7-D9=34 %, W:T2-H3=100 % T3-DK=29 % T4-H5=1 %! T5-DT=1 %! T6-D8=49 % T7-DJ=100 % T8-CQ=15 %] [04:28:53.861] [SAMPLE-VAL] Sample 3: weight 0.025 -> 0.000 [S:T1-C4=94 % T2-HA=78 % T3-D3=44 % T4-H2=99 % T5-DA=74 % T6-D6=24 % T7-D9=100 %, W:T2-H3=100 % T3-DK=52 % T4-H5=19 % T5-DT=3 %! T6-D8=21 % T7-DJ=97 % T8-CQ=1 %!] [04:28:53.865] [SAMPLE-VAL] Sample 4: weight 1.000 -> 0.024 [S:T1-C4=87 % T2-HA=76 % T3-D3=71 % T4-H2=99 % T5-DA=67 % T6-D6=63 % T7-D9=23 %, W:T2-H3=100 % T3-DK=54 % T4-H5=30 % T5-DT=1 %! T6-D8=49 % T7-DJ=100 % T8-CQ=30 %] [04:28:53.870] [SAMPLE-VAL] Sample 5: weight 0.025 -> 0.001 [S:T1-C4=95 % T2-HA=77 % T3-D3=52 % T4-H2=99 % T5-DA=65 % T6-D6=26 % T7-D9=100 %, W:T2-H3=100 % T3-DK=50 % T4-H5=15 % T5-DT=4 %! T6-D8=26 % T7-DJ=96 % T8-CQ=1 %!] [04:28:53.874] [SAMPLE-VAL] Sample 6: weight 1.000 -> 0.078 [S:T1-C4=96 % T2-HA=78 % T3-D3=52 % T4-H2=99 % T5-DA=83 % T6-D6=16 % T7-D9=100 %, W:T2-H3=100 % T3-DK=64 % T4-H5=25 % T5-DT=3 %! T6-D8=25 % T7-DJ=93 % T8-CQ=26 %] [04:28:53.879] [SAMPLE-VAL] Sample 7: weight 1.000 -> 0.051 [S:T1-C4=91 % T2-HA=77 % T3-D3=73 % T4-H2=99 % T5-DA=57 % T6-D6=63 % T7-D9=30 %, W:T2-H3=100 % T3-DK=46 % T4-H5=26 % T5-DT=2 %! T6-D8=59 % T7-DJ=100 % T8-CQ=22 %] [04:28:53.884] [SAMPLE-VAL] Sample 8: weight 1.000 -> 0.010 [S:T1-C4=85 % T2-HA=89 % T3-D3=53 % T4-H2=100 % T5-DA=73 % T6-D6=19 % T7-D9=100 %, W:T2-H3=100 % T3-DK=33 % T4-H5=2 %! T5-DT=1 %! T6-D8=29 % T7-DJ=93 % T8-CQ=10 %] [04:28:53.888] [SAMPLE-VAL] Sample 9: weight 0.005 -> 0.000 [S:T1-C4=99 % T2-HA=77 % T3-D3=46 % T4-H2=99 % T5-DA=76 % T6-D6=21 % T7-D9=100 %, W:T2-H3=100 % T3-DK=55 % T4-H5=15 % T5-DT=5 %! T6-D8=18 % T7-DJ=96 % T8-CQ=2 %!] [04:28:53.893] [SAMPLE-VAL] Sample 10: weight 0.025 -> 0.000 [S:T1-C4=92 % T2-HA=76 % T3-D3=49 % T4-H2=99 % T5-DA=79 % T6-D6=20 % T7-D9=100 %, W:T2-H3=100 % T3-DK=39 % T4-H5=17 % T5-DT=1 %! T6-D8=24 % T7-DJ=93 % T8-CQ=3 %!] [04:28:53.898] [SAMPLE-VAL] Sample 11: weight 1.000 -> 0.027 [S:T1-C4=85 % T2-HA=74 % T3-D3=76 % T4-H2=99 % T5-DA=60 % T6-D6=57 % T7-D9=24 %, W:T2-H3=100 % T3-DK=41 % T4-H5=23 % T5-DT=1 %! T6-D8=54 % T7-DJ=100 % T8-CQ=22 %] [04:28:53.903] [SAMPLE-VAL] Sample 12: weight 1.000 -> 0.010 [S:T1-C4=93 % T2-HA=93 % T3-D3=40 % T4-H2=100 % T5-DA=81 % T6-D6=19 % T7-D9=100 %, W:T2-H3=99 % T3-DK=45 % T4-H5=2 %! T5-DT=1 %! T6-D8=26 % T7-DJ=95 % T8-CQ=7 %] [04:28:53.908] [SAMPLE-VAL] Sample 13: weight 0.500 -> 0.009 [S:T1-C4=97 % T2-HA=90 % T3-D3=32 % T4-H2=100 % T5-DA=78 % T6-D6=11 % T7-D9=100 %, W:T2-H3=100 % T3-DK=50 % T4-H5=1 %! T5-DT=4 %! T6-D8=27 % T7-DJ=94 % T8-CQ=11 %] [04:28:53.913] [SAMPLE-VAL] Sample 14: weight 1.000 -> 0.041 [S:T1-C4=92 % T2-HA=78 % T3-D3=59 % T4-H2=99 % T5-DA=71 % T6-D6=26 % T7-D9=100 %, W:T2-H3=100 % T3-DK=59 % T4-H5=29 % T5-DT=1 %! T6-D8=33 % T7-DJ=95 % T8-CQ=15 %] [04:28:53.918] [SAMPLE-VAL] Sample 15: weight 1.000 -> 0.027 [S:T1-C4=89 % T2-HA=77 % T3-D3=54 % T4-H2=99 % T5-DA=78 % T6-D6=24 % T7-D9=100 %, W:T2-H3=100 % T3-DK=55 % T4-H5=24 % T5-DT=1 %! T6-D8=28 % T7-DJ=97 % T8-CQ=17 %] [04:28:53.923] [SAMPLE-VAL] Sample 16: weight 1.000 -> 0.038 [S:T1-C4=89 % T2-HA=93 % T3-D3=42 % T4-H2=100 % T5-DA=75 % T6-D6=18 % T7-D9=100 %, W:T2-H3=99 % T3-DK=33 % T4-H5=3 %! T5-DT=3 %! T6-D8=24 % T7-DJ=97 % T8-CQ=12 %] [04:28:53.930] [SAMPLE-VAL] Sample 17: weight 1.000 -> 0.039 [S:T1-C4=92 % T2-HA=78 % T3-D3=56 % T4-H2=99 % T5-DA=74 % T6-D6=29 % T7-D9=100 %, W:T2-H3=100 % T3-DK=64 % T4-H5=33 % T5-DT=1 %! T6-D8=31 % T7-DJ=94 % T8-CQ=18 %] [04:28:53.935] [SAMPLE-VAL] Sample 18: weight 1.000 -> 0.014 [S:T1-C4=92 % T2-HA=91 % T3-D3=55 % T4-H2=100 % T5-DA=68 % T6-D6=53 % T7-D9=34 %, W:T2-H3=100 % T3-DK=35 % T4-H5=1 %! T5-DT=2 %! T6-D8=58 % T7-DJ=100 % T8-CQ=10 %] [04:28:53.940] [SAMPLE-VAL] Sample 19: weight 0.005 -> 0.000 [S:T1-C4=99 % T2-HA=75 % T3-D3=49 % T4-H2=99 % T5-DA=64 % T6-D6=21 % T7-D9=100 %, W:T2-H3=100 % T3-DK=56 % T4-H5=12 % T5-DT=8 % T6-D8=22 % T7-DJ=95 % T8-CQ=1 %!] [04:28:53.944] [SAMPLE-VAL] Sample 20: weight 0.500 -> 0.071 [S:T1-C4=99 % T2-HA=78 % T3-D3=44 % T4-H2=99 % T5-DA=70 % T6-D6=17 % T7-D9=100 %, W:T2-H3=100 % T3-DK=67 % T4-H5=28 % T5-DT=9 % T6-D8=18 % T7-DJ=97 % T8-CQ=5 %] [04:28:53.950] [SAMPLE-VAL] Sample 21: weight 1.000 -> 0.065 [S:T1-C4=96 % T2-HA=77 % T3-D3=58 % T4-H2=99 % T5-DA=80 % T6-D6=23 % T7-D9=100 %, W:T2-H3=100 % T3-DK=69 % T4-H5=30 % T5-DT=2 %! T6-D8=27 % T7-DJ=93 % T8-CQ=31 %] [04:28:53.956] [SAMPLE-VAL] Sample 22: weight 0.500 -> 0.019 [S:T1-C4=95 % T2-HA=78 % T3-D3=46 % T4-H2=99 % T5-DA=72 % T6-D6=17 % T7-D9=100 %, W:T2-H3=100 % T3-DK=64 % T4-H5=29 % T5-DT=4 %! T6-D8=21 % T7-DJ=98 % T8-CQ=2 %!] [04:28:53.961] [SAMPLE-VAL] Sample 23: weight 1.000 -> 0.003 [S:T1-C4=88 % T2-HA=92 % T3-D3=48 % T4-H2=100 % T5-DA=82 % T6-D6=18 % T7-D9=100 %, W:T2-H3=100 % T3-DK=40 % T4-H5=2 %! T5-DT=0 %! T6-D8=26 % T7-DJ=92 % T8-CQ=13 %] [04:28:53.966] [SAMPLE-VAL] Sample 24: weight 1.000 -> 0.024 [S:T1-C4=85 % T2-HA=77 % T3-D3=73 % T4-H2=99 % T5-DA=66 % T6-D6=60 % T7-D9=23 %, W:T2-H3=100 % T3-DK=49 % T4-H5=21 % T5-DT=1 %! T6-D8=52 % T7-DJ=100 % T8-CQ=21 %] [04:28:53.971] [SAMPLE-VAL] Sample 25: weight 1.000 -> 0.014 [S:T1-C4=89 % T2-HA=91 % T3-D3=64 % T4-H2=100 % T5-DA=57 % T6-D6=50 % T7-D9=27 %, W:T2-H3=99 % T3-DK=32 % T4-H5=1 %! T5-DT=3 %! T6-D8=52 % T7-DJ=100 % T8-CQ=16 %] [04:28:53.975] [SAMPLE-VAL] Sample 26: weight 1.000 -> 0.068 [S:T1-C4=95 % T2-HA=75 % T3-D3=72 % T4-H2=99 % T5-DA=58 % T6-D6=61 % T7-D9=21 %, W:T2-H3=100 % T3-DK=51 % T4-H5=21 % T5-DT=2 %! T6-D8=57 % T7-DJ=100 % T8-CQ=32 %] [04:28:53.980] [SAMPLE-VAL] Sample 27: weight 0.005 -> 0.001 [S:T1-C4=99 % T2-HA=74 % T3-D3=60 % T4-H2=99 % T5-DA=56 % T6-D6=56 % T7-D9=38 %, W:T2-H3=100 % T3-DK=43 % T4-H5=9 % T5-DT=5 %! T6-D8=60 % T7-DJ=100 % T8-CQ=7 %] [04:28:53.984] [SAMPLE-VAL] Sample 28: weight 1.000 -> 0.008 [S:T1-C4=89 % T2-HA=94 % T3-D3=62 % T4-H2=100 % T5-DA=72 % T6-D6=53 % T7-D9=19 %, W:T2-H3=98 % T3-DK=41 % T4-H5=1 %! T5-DT=1 %! T6-D8=48 % T7-DJ=100 % T8-CQ=16 %] [04:28:53.989] [SAMPLE-VAL] Sample 29: weight 0.025 -> 0.000 [S:T1-C4=85 % T2-HA=78 % T3-D3=34 % T4-H2=99 % T5-DA=75 % T6-D6=19 % T7-D9=100 %, W:T2-H3=100 % T3-DK=39 % T4-H5=17 % T5-DT=2 %! T6-D8=32 % T7-DJ=93 % T8-CQ=1 %!] [04:28:53.994] [SAMPLE-VAL] Sample 30: weight 1.000 -> 0.020 [S:T1-C4=93 % T2-HA=90 % T3-D3=41 % T4-H2=100 % T5-DA=72 % T6-D6=20 % T7-D9=100 %, W:T2-H3=100 % T3-DK=43 % T4-H5=2 %! T5-DT=2 %! T6-D8=30 % T7-DJ=96 % T8-CQ=7 %] [04:28:53.999] [SAMPLE-VAL] Sample 31: weight 0.025 -> 0.001 [S:T1-C4=92 % T2-HA=75 % T3-D3=61 % T4-H2=99 % T5-DA=65 % T6-D6=52 % T7-D9=42 %, W:T2-H3=100 % T3-DK=33 % T4-H5=10 % T5-DT=2 %! T6-D8=59 % T7-DJ=100 % T8-CQ=11 %] [04:28:54.003] [SAMPLE-VAL] Sample 32: weight 1.000 -> 0.040 [S:T1-C4=93 % T2-HA=78 % T3-D3=45 % T4-H2=99 % T5-DA=81 % T6-D6=22 % T7-D9=100 %, W:T2-H3=100 % T3-DK=56 % T4-H5=26 % T5-DT=1 %! T6-D8=28 % T7-DJ=93 % T8-CQ=20 %] [04:28:54.008] [SAMPLE-VAL] Sample 33: weight 0.500 -> 0.006 [S:T1-C4=94 % T2-HA=88 % T3-D3=39 % T4-H2=100 % T5-DA=77 % T6-D6=11 % T7-D9=100 %, W:T2-H3=100 % T3-DK=42 % T4-H5=1 %! T5-DT=3 %! T6-D8=28 % T7-DJ=91 % T8-CQ=12 %] [04:28:54.012] [SAMPLE-VAL] Sample 34: weight 1.000 -> 0.024 [S:T1-C4=85 % T2-HA=76 % T3-D3=64 % T4-H2=99 % T5-DA=77 % T6-D6=22 % T7-D9=100 %, W:T2-H3=100 % T3-DK=47 % T4-H5=25 % T5-DT=1 %! T6-D8=32 % T7-DJ=92 % T8-CQ=20 %] [04:28:54.017] [SAMPLE-VAL] Sample 35: weight 1.000 -> 0.018 [S:T1-C4=96 % T2-HA=91 % T3-D3=62 % T4-H2=100 % T5-DA=63 % T6-D6=51 % T7-D9=35 %, W:T2-H3=99 % T3-DK=40 % T4-H5=1 %! T5-DT=4 %! T6-D8=55 % T7-DJ=100 % T8-CQ=11 %] [04:28:54.022] [SAMPLE-VAL] Sample 36: weight 0.005 -> 0.000 [S:T1-C4=97 % T2-HA=74 % T3-D3=38 % T4-H2=99 % T5-DA=73 % T6-D6=15 % T7-D9=100 %, W:T2-H3=100 % T3-DK=48 % T4-H5=14 % T5-DT=3 %! T6-D8=29 % T7-DJ=90 % T8-CQ=2 %!] [04:28:54.027] [SAMPLE-VAL] Sample 37: weight 1.000 -> 0.027 [S:T1-C4=97 % T2-HA=90 % T3-D3=48 % T4-H2=100 % T5-DA=68 % T6-D6=18 % T7-D9=100 %, W:T2-H3=99 % T3-DK=49 % T4-H5=1 %! T5-DT=4 %! T6-D8=25 % T7-DJ=93 % T8-CQ=11 %] [04:28:54.032] [SAMPLE-VAL] Sample 38: weight 0.025 -> 0.002 [S:T1-C4=94 % T2-HA=77 % T3-D3=59 % T4-H2=99 % T5-DA=60 % T6-D6=58 % T7-D9=43 %, W:T2-H3=100 % T3-DK=45 % T4-H5=11 % T5-DT=4 %! T6-D8=57 % T7-DJ=100 % T8-CQ=4 %!] [04:28:54.036] [SAMPLE-VAL] Sample 39: weight 0.500 -> 0.004 [S:T1-C4=85 % T2-HA=92 % T3-D3=32 % T4-H2=100 % T5-DA=79 % T6-D6=12 % T7-D9=100 %, W:T2-H3=100 % T3-DK=36 % T4-H5=1 %! T5-DT=2 %! T6-D8=30 % T7-DJ=92 % T8-CQ=11 %] [04:28:54.041] [SAMPLE-VAL] Sample 40: weight 0.025 -> 0.000 [S:T1-C4=93 % T2-HA=74 % T3-D3=50 % T4-H2=99 % T5-DA=68 % T6-D6=22 % T7-D9=100 %, W:T2-H3=100 % T3-DK=39 % T4-H5=13 % T5-DT=2 %! T6-D8=29 % T7-DJ=93 % T8-CQ=2 %!] [04:28:54.045] [SAMPLE-VAL] Sample 41: weight 0.500 -> 0.020 [S:T1-C4=85 % T2-HA=77 % T3-D3=49 % T4-H2=98 % T5-DA=72 % T6-D6=22 % T7-D9=100 %, W:T2-H3=100 % T3-DK=43 % T4-H5=28 % T5-DT=1 %! T6-D8=33 % T7-DJ=91 % T8-CQ=21 %] [04:28:54.050] [SAMPLE-VAL] Sample 42: weight 0.500 -> 0.040 [S:T1-C4=96 % T2-HA=77 % T3-D3=53 % T4-H2=99 % T5-DA=73 % T6-D6=19 % T7-D9=100 %, W:T2-H3=100 % T3-DK=57 % T4-H5=28 % T5-DT=3 %! T6-D8=29 % T7-DJ=93 % T8-CQ=24 %] [04:28:54.055] [SAMPLE-VAL] Sample 43: weight 1.000 -> 0.008 [S:T1-C4=86 % T2-HA=75 % T3-D3=61 % T4-H2=99 % T5-DA=77 % T6-D6=24 % T7-D9=100 %, W:T2-H3=100 % T3-DK=52 % T4-H5=29 % T5-DT=0 %! T6-D8=28 % T7-DJ=91 % T8-CQ=27 %] [04:28:54.060] [SAMPLE-VAL] Sample 44: weight 0.500 -> 0.008 [S:T1-C4=91 % T2-HA=76 % T3-D3=48 % T4-H2=99 % T5-DA=79 % T6-D6=17 % T7-D9=100 %, W:T2-H3=100 % T3-DK=55 % T4-H5=27 % T5-DT=1 %! T6-D8=21 % T7-DJ=95 % T8-CQ=7 %] [04:28:54.064] [SAMPLE-VAL] Sample 45: weight 1.000 -> 0.013 [S:T1-C4=97 % T2-HA=94 % T3-D3=44 % T4-H2=100 % T5-DA=78 % T6-D6=16 % T7-D9=100 %, W:T2-H3=98 % T3-DK=53 % T4-H5=1 %! T5-DT=2 %! T6-D8=22 % T7-DJ=94 % T8-CQ=13 %] [04:28:54.069] [SAMPLE-VAL] Sample 46: weight 1.000 -> 0.076 [S:T1-C4=95 % T2-HA=77 % T3-D3=60 % T4-H2=99 % T5-DA=79 % T6-D6=20 % T7-D9=100 %, W:T2-H3=100 % T3-DK=62 % T4-H5=25 % T5-DT=2 %! T6-D8=29 % T7-DJ=93 % T8-CQ=24 %] [04:28:54.073] [SAMPLE-VAL] Sample 47: weight 1.000 -> 0.089 [S:T1-C4=88 % T2-HA=77 % T3-D3=45 % T4-H2=99 % T5-DA=81 % T6-D6=20 % T7-D9=100 %, W:T2-H3=100 % T3-DK=51 % T4-H5=20 % T5-DT=3 %! T6-D8=25 % T7-DJ=96 % T8-CQ=12 %] [04:28:54.078] [SAMPLE-VAL] Sample 48: weight 0.500 -> 0.028 [S:T1-C4=93 % T2-HA=74 % T3-D3=55 % T4-H2=99 % T5-DA=69 % T6-D6=19 % T7-D9=100 %, W:T2-H3=100 % T3-DK=46 % T4-H5=24 % T5-DT=2 %! T6-D8=31 % T7-DJ=91 % T8-CQ=23 %] [04:28:54.083] [SAMPLE-VAL] Sample 49: weight 1.000 -> 0.013 [S:T1-C4=86 % T2-HA=76 % T3-D3=51 % T4-H2=98 % T5-DA=82 % T6-D6=19 % T7-D9=100 %, W:T2-H3=100 % T3-DK=45 % T4-H5=25 % T5-DT=1 %! T6-D8=26 % T7-DJ=90 % T8-CQ=26 %] [04:28:54.087] [SAMPLE-VAL] Sample 50: weight 0.025 -> 0.002 [S:T1-C4=98 % T2-HA=77 % T3-D3=37 % T4-H2=99 % T5-DA=74 % T6-D6=18 % T7-D9=100 %, W:T2-H3=100 % T3-DK=57 % T4-H5=16 % T5-DT=6 % T6-D8=27 % T7-DJ=93 % T8-CQ=2 %!] [04:28:54.092] [SAMPLE-VAL] Sample 51: weight 0.014 -> 0.001 [S:T1-C4=97 % T2-HA=76 % T3-D3=63 % T4-H2=99 % T5-DA=65 % T6-D6=54 % T7-D9=34 %, W:T2-H3=100 % T3-DK=42 % T4-H5=11 % T5-DT=2 %! T6-D8=58 % T7-DJ=100 % T8-CQ=5 %!] [04:28:54.097] [SAMPLE-VAL] Sample 52: weight 0.556 -> 0.086 [S:T1-C4=95 % T2-HA=77 % T3-D3=46 % T4-H2=99 % T5-DA=68 % T6-D6=15 % T7-D9=100 %, W:T2-H3=100 % T3-DK=58 % T4-H5=35 % T5-DT=15 % T6-D8=18 % T7-DJ=99 % T8-CQ=10 %] [04:28:54.101] [SAMPLE-VAL] Sample 53: weight 0.003 -> 0.000 [S:T1-C4=97 % T2-HA=76 % T3-D3=44 % T4-H2=99 % T5-DA=72 % T6-D6=21 % T7-D9=100 %, W:T2-H3=100 % T3-DK=38 % T4-H5=19 % T5-DT=12 % T6-D8=18 % T7-DJ=98 % T8-CQ=2 %!] [04:28:54.106] [SAMPLE-VAL] Sample 54: weight 0.014 -> 0.001 [S:T1-C4=98 % T2-HA=75 % T3-D3=68 % T4-H2=99 % T5-DA=53 % T6-D6=55 % T7-D9=25 %, W:T2-H3=100 % T3-DK=36 % T4-H5=7 % T5-DT=3 %! T6-D8=61 % T7-DJ=100 % T8-CQ=4 %!] [04:28:54.110] [SAMPLE-VAL] Sample 55: weight 0.556 -> 0.036 [S:T1-C4=94 % T2-HA=77 % T3-D3=66 % T4-H2=99 % T5-DA=64 % T6-D6=51 % T7-D9=27 %, W:T2-H3=100 % T3-DK=61 % T4-H5=25 % T5-DT=2 %! T6-D8=49 % T7-DJ=100 % T8-CQ=13 %] [04:28:54.115] [SAMPLE-VAL] Sample 56: weight 0.003 -> 0.000 [S:T1-C4=94 % T2-HA=75 % T3-D3=34 % T4-H2=99 % T5-DA=71 % T6-D6=19 % T7-D9=100 %, W:T2-H3=100 % T3-DK=57 % T4-H5=27 % T5-DT=3 %! T6-D8=34 % T7-DJ=94 % T8-CQ=15 %] [04:28:54.119] [SAMPLE-VAL] Sample 57: weight 0.003 -> 0.000 [S:T1-C4=88 % T2-HA=73 % T3-D3=41 % T4-H2=99 % T5-DA=73 % T6-D6=17 % T7-D9=100 %, W:T2-H3=100 % T3-DK=44 % T4-H5=27 % T5-DT=1 %! T6-D8=31 % T7-DJ=92 % T8-CQ=19 %] [04:28:54.124] [SAMPLE-VAL] Sample 58: weight 0.003 -> 0.000 [S:T1-C4=87 % T2-HA=74 % T3-D3=57 % T4-H2=99 % T5-DA=59 % T6-D6=50 % T7-D9=36 %, W:T2-H3=100 % T3-DK=51 % T4-H5=20 % T5-DT=2 %! T6-D8=52 % T7-DJ=100 % T8-CQ=19 %] [04:28:54.129] [SAMPLE-VAL] Sample 59: weight 0.003 -> 0.000 [S:T1-C4=96 % T2-HA=74 % T3-D3=38 % T4-H2=99 % T5-DA=69 % T6-D6=13 % T7-D9=100 %, W:T2-H3=100 % T3-DK=65 % T4-H5=27 % T5-DT=4 %! T6-D8=28 % T7-DJ=93 % T8-CQ=20 %] [04:28:54.134] [SAMPLE-VAL] Sample 60: weight 0.003 -> 0.000 [S:T1-C4=89 % T2-HA=75 % T3-D3=46 % T4-H2=99 % T5-DA=66 % T6-D6=18 % T7-D9=100 %, W:T2-H3=100 % T3-DK=54 % T4-H5=25 % T5-DT=2 %! T6-D8=30 % T7-DJ=96 % T8-CQ=15 %] [04:28:54.311] [SAMPLE-VAL] Zeroed 56 samples below relative threshold 0.010 x max 0.0887 = 0.000887 [04:28:54.311] [SAMPLE-VAL] Done. Weight range: 0.000-0.089 [04:28:54.311] [SAMPLE-VAL] Top sample 47 (w=0.089): S:KJT.AK2.A963.AK4 W:A.53.KJT85.QT865 [S:T1-C4=88 % T2-HA=77 % T3-D3=45 % T4-H2=99 % T5-DA=81 % T6-D6=20 % T7-D9=100 %, W:T2-H3=100 % T3-DK=51 % T4-H5=20 % T5-DT=3 %! T6-D8=25 % T7-DJ=96 % T8-CQ=12 %] [04:28:54.312] [SAMPLE-VAL] Top sample 52 (w=0.086): S:AKJT.AK2.A963.K4 W:.53.KJT85.AQT865 [S:T1-C4=95 % T2-HA=77 % T3-D3=46 % T4-H2=99 % T5-DA=68 % T6-D6=15 % T7-D9=100 %, W:T2-H3=100 % T3-DK=58 % T4-H5=35 % T5-DT=15 % T6-D8=18 % T7-DJ=99 % T8-CQ=10 %] [04:28:54.312] [SAMPLE-VAL] Top sample 6 (w=0.078): S:KJ.AK2.A963.AK64 W:AT.53.KJT85.QT85 [S:T1-C4=96 % T2-HA=78 % T3-D3=52 % T4-H2=99 % T5-DA=83 % T6-D6=16 % T7-D9=100 %, W:T2-H3=100 % T3-DK=64 % T4-H5=25 % T5-DT=3 %! T6-D8=25 % T7-DJ=93 % T8-CQ=26 %] [04:28:54.312] [SAMPLE-VAL] Top sample 46 (w=0.076): S:AT.AK2.A963.AK64 W:KJ.53.KJT85.QT85 [S:T1-C4=95 % T2-HA=77 % T3-D3=60 % T4-H2=99 % T5-DA=79 % T6-D6=20 % T7-D9=100 %, W:T2-H3=100 % T3-DK=62 % T4-H5=25 % T5-DT=2 %! T6-D8=29 % T7-DJ=93 % T8-CQ=24 %] [04:28:54.312] [SAMPLE-VAL] Top sample 20 (w=0.071): S:AKJ.AK2.A963.K64 W:T.53.KJT85.AQT85 [S:T1-C4=99 % T2-HA=78 % T3-D3=44 % T4-H2=99 % T5-DA=70 % T6-D6=17 % T7-D9=100 %, W:T2-H3=100 % T3-DK=67 % T4-H5=28 % T5-DT=9 % T6-D8=18 % T7-DJ=97 % T8-CQ=5 %] [04:28:54.312] After sample validation: 44 deals remaining [04:28:54.312] [PLAY-INFER] No inference observations detected [04:28:54.312] Using weighted samples: 44/44 have non-uniform weights (range 0.001-0.089) [04:28:54.312] Sample deals (44 total, showing first 20, by weight): [04:28:54.312] [1] (w=0.089) N:Q82.Q97.Q742.J93 976543.JT864..72 KJT.AK2.A963.AK4 A.53.KJT85.QT865 [04:28:54.312] [2] (w=0.086) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJT.AK2.A963.K4 .53.KJT85.AQT865 [04:28:54.312] [3] (w=0.078) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.A963.AK64 AT.53.KJT85.QT85 [04:28:54.313] [4] (w=0.076) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.AK2.A963.AK64 KJ.53.KJT85.QT85 [04:28:54.313] [5] (w=0.071) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.AK2.A963.K64 T.53.KJT85.AQT85 [04:28:54.313] [6] (w=0.068) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.A9653.AK64 KJT.53.KJT8.QT85 [04:28:54.313] [7] (w=0.065) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A963.AK64 KT.53.KJT85.QT85 [04:28:54.313] [8] (w=0.051) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.A9653.AKT4 KJT.53.KJT8.Q865 [04:28:54.313] [9] (w=0.041) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.AK2.A963.AKT4 KJ.53.KJT85.Q865 [04:28:54.313] [10] (w=0.040) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.A963.AKT64 KJT.53.KJT85.Q85 [04:28:54.313] [11] (w=0.040) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.A963.AKT4 AT.53.KJT85.Q865 [04:28:54.313] [12] (w=0.039) N:Q82.Q97.Q742.J93 976543.JT864..72 AJ.AK2.A963.AKT4 KT.53.KJT85.Q865 [04:28:54.313] [13] (w=0.038) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJT.A2.A963.AK4 .K53.KJT85.QT865 [04:28:54.313] [14] (w=0.037) N:Q82.Q97.Q742.J93 976543.JT864..72 KJ.AK2.A9653.AK4 AT.53.KJT8.QT865 [04:28:54.313] [15] (w=0.036) N:Q82.Q97.Q742.J93 976543.JT864..72 AKJ.AK2.A9653.K4 T.53.KJT8.AQT865 [04:28:54.314] [16] (w=0.028) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.A963.AK864 KJT.53.KJT85.QT5 [04:28:54.314] [17] (w=0.027) N:Q82.Q97.Q742.J93 976543.JT864..72 AKT.A2.A963.AK64 J.K53.KJT85.QT85 [04:28:54.314] [18] (w=0.027) N:Q82.Q97.Q742.J93 976543.JT864..72 A.AK2.A9653.AK84 KJT.53.KJT8.QT65 [04:28:54.314] [19] (w=0.027) N:Q82.Q97.Q742.J93 976543.JT864..72 AJT.AK2.A963.AK4 K.53.KJT85.QT865 [04:28:54.314] [20] (w=0.024) N:Q82.Q97.Q742.J93 976543.JT864..72 AT.AK2.A963.AK84 KJ.53.KJT85.QT65 [04:28:54.314] ... and 24 more [04:28:54.348] --- IMP Calculation Input (aggregatedScores: card -> bridge scores per sample) --- [04:28:54.348] S4: [-400, -460, -400, -430, -430, -460, -430, -460, -430, -460, -400, -430, -460, -430, -460, -460, -460, -460, -460, -430, -430, -430, -460, -460, -430, -460, -460, -460, -400, -460, -460, -460, -460, -430, -460, -430, -460, -460, -460, -460, -430, -400, -430, -460] [04:28:54.348] H6: [-400, -460, -400, -430, -430, -460, -430, -460, -430, -460, -400, -430, -460, -430, -460, -460, -460, -460, -460, -430, -430, -430, -460, -460, -430, -460, -460, -460, -400, -460, -460, -460, -460, -430, -460, -430, -460, -460, -460, -460, -430, -400, -430, -460] [04:28:54.348] S9: [-400, -460, -400, -430, -430, -460, -430, -460, -430, -460, -400, -430, -460, -430, -460, -460, -460, -460, -460, -430, -430, -430, -460, -460, -430, -460, -460, -460, -400, -460, -460, -460, -460, -430, -460, -430, -460, -460, -460, -460, -430, -400, -430, -460] [04:28:54.348] HJ: [-400, -460, -400, -430, -430, -460, -430, -460, -430, -460, -400, -430, -460, -430, -460, -460, -460, -460, -460, -430, -430, -430, -460, -460, -430, -460, -460, -460, -400, -460, -460, -460, -460, -430, -460, -430, -460, -460, -460, -460, -430, -400, -430, -460] [04:28:54.348] --- IMP Calculation Input (aggregatedTricks: card -> trick counts per sample) --- [04:28:54.348] S4: [2, 0, 2, 1, 1, 0, 1, 0, 1, 0, 2, 1, 0, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 2, 1, 0] [04:28:54.348] H6: [2, 0, 2, 1, 1, 0, 1, 0, 1, 0, 2, 1, 0, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 2, 1, 0] [04:28:54.348] S9: [2, 0, 2, 1, 1, 0, 1, 0, 1, 0, 2, 1, 0, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 2, 1, 0] [04:28:54.348] HJ: [2, 0, 2, 1, 1, 0, 1, 0, 1, 0, 2, 1, 0, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 2, 1, 0] [04:28:54.348] --- IMP Calculation Output (card -> average IMP) --- [04:28:54.349] S4: 0.00 [04:28:54.349] H6: 0.00 [04:28:54.349] S9: 0.00 [04:28:54.349] HJ: 0.00 [04:28:54.349] === DDS DETAILED ANALYSIS === [04:28:54.349] Cards analyzed: 4, Samples per card: 44 [04:28:54.349] [04:28:54.349] Card IMPs AvgTricks WinRate DistinctVals TrickCounts (all samples) [04:28:54.349] ----- ------ --------- ------- ----------- -------------------------------- [04:28:54.349] S4 0.00 0.55 0 % 3 [2, 0, 2, 1, 1, 0, 1, 0, 1, 0, 2, 1, 0, 1, 0, 0, 0, 0, 0, 1...] [04:28:54.349] H6 0.00 0.55 0 % 3 [2, 0, 2, 1, 1, 0, 1, 0, 1, 0, 2, 1, 0, 1, 0, 0, 0, 0, 0, 1...] [04:28:54.349] S9 0.00 0.55 0 % 3 [2, 0, 2, 1, 1, 0, 1, 0, 1, 0, 2, 1, 0, 1, 0, 0, 0, 0, 0, 1...] [04:28:54.349] HJ 0.00 0.55 0 % 3 [2, 0, 2, 1, 1, 0, 1, 0, 1, 0, 2, 1, 0, 1, 0, 0, 0, 0, 0, 1...] [04:28:54.349] [04:28:54.349] Selected: S4 (IMPs=0.00, avgTricks=0.55) [04:28:54.350] =================== [04:28:54.350] [SD-DEF] Skipped: not following suit (discard/lead), guard pass N/A [04:28:54.350] [TRUMP] Skipped: not a suit contract [04:28:54.350] Selected: S4 (avg 0.00 IMPs, 0.55 tricks) -- 3 tied card(s): H6, S9, HJ [04:28:54.350] [stage-timing] ok sample=101ms validate=0ms nn=481ms signal=0ms simgames=2ms dds=33ms total=622ms samples=44 cards=30 [04:28:54.350] === FindBestCardAsync: Position=E, CardsPlayed=30 === [04:28:54.350] Finding card to play for E: 976543.JT864..72 [04:28:54.350] Relative position: Righty, Contract type: NoTrump [04:28:54.350] Cards in hand mask: 5 [04:28:54.351] Candidate: xS = 58.3 % [04:28:54.351] Candidate: 9S = 24.7 % [04:28:54.351] Candidate: xH = 16.0 % [04:28:54.352] Candidate: JH = 1.0 % [04:28:54.352] Candidate: TH = 0.0 % [04:28:54.352] Selected: S3 (58.3 %) === Board DailyIMP2026-08-30_b1_t2 (API) - DDS Engine (E) - 2026-08-30 04:28:54 === === Board DailyIMP2026-08-30_b1_t2 (API) - Neural Network Engine (E) - 2026-08-30 04:28:54 === [04:28:54.921] Activated: 5 tricks remaining, threshold=5 [04:28:54.922] ENDGAME: Hidden cards=8 between S and W, need 4+4, declarer tricks=6, defense tricks=2 [04:28:54.922] ENDGAME: Contract=3N, Declarer=S, ToPlay=E, Trump=NT [04:28:54.922] ENDGAME: E [S943 HJT - -] [04:28:54.922] ENDGAME: N [SQ82 - - CJ] [04:28:54.922] ENDGAME: Hidden [SAKJT - D5 CKT8] [04:28:54.922] ENDGAME: Current trick (3 cards, led by S): HK C6 H9 [04:28:54.922] ENDGAME: 70 valid worlds (after void filtering) [04:28:54.923] [DealFinder] Explained bid N P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [04:28:54.923] [DealFinder] Explained bid E P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [04:28:54.923] [DealFinder] Explained bid S 2C: "Artificial - Opening Bid, HCP >= 18, (NOT Two Suited OR HCP >= 20), BestSuit(C), C >= 6, Losers <= 2, Aces >= 2, BestSuit(D), D >= 6, BestSuit(H), H >= 6, Losers <= 3, BestSuit(S), S >= 6, Losers <= 1, HCP >= 16, LengthLongestSuit >= 5, HCP >= 22, (Balanced OR SemiBalanced), Losers <= 5" -> require: (none) [04:28:54.924] [DealFinder] Explained bid W P: "Overcalling 2C Opener, True" -> require: (none) [04:28:54.924] [DealFinder] Explained bid N 2D: "Artificial - Responses to 2C-P, True" -> require: (none) [04:28:54.925] [DealFinder] Explained bid E P: "Defensive bidding after two bids from opponents, True" -> require: (none) [04:28:54.925] [DealFinder] Explained bid S 2N: "Responses to 2C-P-2D-P, (balish OR CanonicalShape = 4441 OR CanonicalShape = 5431), HCP >= 22, HCP <= 24" -> require: (none) [04:28:54.925] [DealFinder] Explained bid W P: "Responses to 2C-P-2D-P-2N, True" -> require: (none) [04:28:54.926] [DealFinder] Explained bid N 3N: "Responses to 2C-P-2D-P-2N-P, HCP > 1, HCP <= 6, (CombinedHcpMin >= 25 OR IsGameForcing OR TwoOpenersGame), NOT (Comb. Pts >= 32, CombinedHcpMin >= 28), stoppersOK" -> require: (none) [04:28:54.926] [DealFinder] Explained bid E P: "Defensive bidding when our side has passed twice, True" -> require: (none) [04:28:54.927] [DealFinder] Explained bid S P: "Passable situations - 2C, True" -> require: (none) [04:28:54.927] [DealFinder] Explained bid W P: "Defensive bidding when our side has passed twice, True" -> require: (none) [04:28:54.939] [DealFinder] N Spades: tightened from [0-13] to [0-4] using HandUnderstanding [04:28:54.939] [DealFinder] N HCP min 5 -> 2: dropped 3 of PRIVATE floor (reasoned from S's own cards, not advertised by the auction). [04:28:54.939] [DealFinder] N HCP min: tightened from 0 to 2 using HandUnderstanding [04:28:54.939] [DealFinder] N constraints: HCP[2-11], Suits=S[0-4], Trivial=False [04:28:54.939] [DealFinder] Expression (5087 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 &... [04:28:54.939] [Timing] N precompute: 11ms mem d=246KB (total=1419MB) [04:28:54.948] [DealFinder] E HCP min 3 -> 0: dropped 3 of PRIVATE floor (reasoned from W's own cards, not advertised by the auction). [04:28:54.948] [DealFinder] E constraints: HCP[0-11], Suits=(none), Trivial=False [04:28:54.948] [DealFinder] Expression (4018 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 &... [04:28:54.948] [Timing] E precompute: 8ms mem d=201KB (total=1419MB) [04:28:54.951] [DealFinder] S HCP max: tightened from 24 to 23 using HandUnderstanding [04:28:54.951] [DealFinder] S constraints: HCP[22-23], Suits=(none), Trivial=False [04:28:54.951] [DealFinder] Expression (1265 chars): ((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(H) & H >= 6 & Losers <= 3 & Aces >= 2 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(S) & S >= 6 & Losers <= 3 & Aces >= 2 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(C) & C >= 6 & Losers <= 2 & Aces >= 2 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(D) & D >= 6 & Losers <= 2 & Aces >= 2 & HCP >= 18)) & 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 ((Balanced OR SemiBalanced) & HCP >= 15 & HCP <= 17 & S <= 4 & H <= 4) & NOT (balish & HCP >= 20 & HCP <= 21) & NOT (balish & HCP >= 25 & HCP <= 27 & H <= 4 & S <= 4) & (balish OR CanonicalShape = 4441 OR CanonicalShape = 5431) & HCP >= 22 & HCP <= 24 & True [04:28:54.951] [Timing] S precompute: 2ms mem d=242KB (total=1419MB) [04:28:54.952] [DealFinder] W HCP min 3 -> 0: dropped 3 of PRIVATE floor (reasoned from E's own cards, not advertised by the auction). [04:28:54.952] [DealFinder] W HCP max: tightened from 37 to 21 using HandUnderstanding [04:28:54.952] [DealFinder] W constraints: HCP[0-21], Suits=(none), Trivial=False [04:28:54.952] [DealFinder] Expression (391 chars): True & NOT Overcall(D) & NOT Overcall(C) & NOT FourLevelOvercall(D) & NOT DiamondCompGame & NOT (H >= 6 & LoserLevel >= 2) & NOT (S >= 6 & LoserLevel >= 2) & NOT (H >= 7 & LoserLevel >= 3) & NOT (S >= 7 & LoserLevel >= 3) & NOT (H >= 8 & LoserLevel >= 4) & NOT (S >= 8 & LoserLevel >= 4) & True & NOT (TwiceRebiddable(C) & LoserLevel >= 3) & NOT (TwiceRebiddable(D) & LoserLevel >= 3) & True [04:28:54.952] [Timing] W precompute: 1ms mem d=63KB (total=1419MB) [04:28:54.952] ENDGAME: Bidding weights applied to 46/70 worlds (range 0.01-1.00, total 24.46, 24 unpenalised) [04:28:54.953] ENDGAME: Played by S: 15 HCP S:0 H:3 D:4 C:2; by W: 6 HCP S:0 H:2 D:4 C:3 [04:28:54.953] ENDGAME_WORLD: #1 (w=1.00) N:Q82...J 943.JT.. AKJT... ..5.KT8 [04:28:54.953] ENDGAME_WORLD: #2 (w=0.01) N:Q82...J 943.JT.. KJT..5. A...KT8 [04:28:54.953] ENDGAME_WORLD: #3 (w=0.01) N:Q82...J 943.JT.. KJT...8 A..5.KT [04:28:54.953] ENDGAME_WORLD: #4 (w=0.01) N:Q82...J 943.JT.. KJT...T A..5.K8 [04:28:54.953] ENDGAME_WORLD: #5 (w=1.00) N:Q82...J 943.JT.. KJT...K A..5.T8 [04:28:54.953] ENDGAME_WORLD: #6 (w=0.01) N:Q82...J 943.JT.. AJT..5. K...KT8 [04:28:54.953] ENDGAME_WORLD: #7 (w=0.01) N:Q82...J 943.JT.. AJT...8 K..5.KT [04:28:54.953] ENDGAME_WORLD: #8 (w=0.01) N:Q82...J 943.JT.. AJT...T K..5.K8 [04:28:54.953] ENDGAME_WORLD: #9 (w=1.00) N:Q82...J 943.JT.. AJT...K K..5.T8 [04:28:54.953] ENDGAME_WORLD: #10 (w=0.01) N:Q82...J 943.JT.. JT..5.8 AK...KT [04:28:54.953] ENDGAME_WORLD: #11 (w=0.01) N:Q82...J 943.JT.. JT..5.T AK...K8 [04:28:54.953] ENDGAME_WORLD: #12 (w=0.01) N:Q82...J 943.JT.. JT..5.K AK...T8 [04:28:54.953] ENDGAME_WORLD: #13 (w=0.01) N:Q82...J 943.JT.. JT...T8 AK..5.K [04:28:54.953] ENDGAME_WORLD: #14 (w=0.01) N:Q82...J 943.JT.. JT...K8 AK..5.T [04:28:54.953] ENDGAME_WORLD: #15 (w=0.01) N:Q82...J 943.JT.. JT...KT AK..5.8 [04:28:54.954] ENDGAME_WORLD: #16 (w=1.00) N:Q82...J 943.JT.. AKT..5. J...KT8 [04:28:54.954] ENDGAME_WORLD: #17 (w=1.00) N:Q82...J 943.JT.. AKT...8 J..5.KT [04:28:54.954] ENDGAME_WORLD: #18 (w=1.00) N:Q82...J 943.JT.. AKT...T J..5.K8 [04:28:54.954] ENDGAME_WORLD: #19 (w=0.01) N:Q82...J 943.JT.. AKT...K J..5.T8 [04:28:54.954] ENDGAME_WORLD: #20 (w=0.01) N:Q82...J 943.JT.. KT..5.8 AJ...KT [04:28:54.954] ENDGAME_WORLD: ... and 50 more [04:28:54.954] ENDGAME: Evaluating 2 candidates across 70 worlds (totalWeight=24.46, rankByScore=True): [04:28:54.964] HT: defeat 1 % (0.1/24.5), makes 99 % (24.3/24.5), avgDeclTricks=10.1, dist=7:0.0 8:0.1 [9:4.1] [10:13.2] [11:7.1] [04:28:54.973] HJ: defeat 1 % (0.1/24.5), makes 99 % (24.3/24.5), avgDeclTricks=10.1, dist=7:0.0 8:0.1 [9:4.1] [10:13.2] [11:7.1] [04:28:54.973] IMP HT: 0.00 [04:28:54.973] IMP HJ: 0.00 [04:28:54.974] ENDGAME: Selected HJ (1 %) [04:28:54.974] Tied cards: HJ,HT -- invoking NN directly on tied set [04:28:54.974] === FindBestCardAsync: Position=E, CardsPlayed=35 === [04:28:54.974] Finding card to play for E: 976543.JT864..72 [04:28:54.974] Relative position: Righty, Contract type: NoTrump [04:28:54.974] Cards in hand mask: 2 [04:28:54.975] Candidate: JH = 100.0 % [04:28:54.975] Candidate: TH = 0.0 % [04:28:54.975] Selected: HJ (100.0 %) === Board DailyIMP2026-08-30_b1_t2 (API) - DDS Engine (E) - 2026-08-30 04:28:55 === === Board DailyIMP2026-08-30_b1_t2 (API) - Neural Network Engine (E) - 2026-08-30 04:28:55 === [04:28:55.589] Activated: 4 tricks remaining, threshold=5 [04:28:55.589] ENDGAME: Hidden cards=6 between S and W, need 3+3, declarer tricks=7, defense tricks=2 [04:28:55.590] ENDGAME: Contract=3N, Declarer=S, ToPlay=E, Trump=NT [04:28:55.590] ENDGAME: E [S943 HJ - -] [04:28:55.590] ENDGAME: N [SQ2 - - CJ] [04:28:55.590] ENDGAME: Hidden [SKJ - D5 CKT8] [04:28:55.590] ENDGAME: Current trick (3 cards, led by S): SA ST S8 [04:28:55.590] ENDGAME: 20 valid worlds (after void filtering) [04:28:55.590] [DealFinder] Explained bid N P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [04:28:55.591] [DealFinder] Explained bid E P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [04:28:55.591] [DealFinder] Explained bid S 2C: "Artificial - Opening Bid, HCP >= 18, (NOT Two Suited OR HCP >= 20), BestSuit(C), C >= 6, Losers <= 2, Aces >= 2, BestSuit(D), D >= 6, BestSuit(H), H >= 6, Losers <= 3, BestSuit(S), S >= 6, Losers <= 1, HCP >= 16, LengthLongestSuit >= 5, HCP >= 22, (Balanced OR SemiBalanced), Losers <= 5" -> require: (none) [04:28:55.592] [DealFinder] Explained bid W P: "Overcalling 2C Opener, True" -> require: (none) [04:28:55.592] [DealFinder] Explained bid N 2D: "Artificial - Responses to 2C-P, True" -> require: (none) [04:28:55.593] [DealFinder] Explained bid E P: "Defensive bidding after two bids from opponents, True" -> require: (none) [04:28:55.593] [DealFinder] Explained bid S 2N: "Responses to 2C-P-2D-P, (balish OR CanonicalShape = 4441 OR CanonicalShape = 5431), HCP >= 22, HCP <= 24" -> require: (none) [04:28:55.593] [DealFinder] Explained bid W P: "Responses to 2C-P-2D-P-2N, True" -> require: (none) [04:28:55.594] [DealFinder] Explained bid N 3N: "Responses to 2C-P-2D-P-2N-P, HCP > 1, HCP <= 6, (CombinedHcpMin >= 25 OR IsGameForcing OR TwoOpenersGame), NOT (Comb. Pts >= 32, CombinedHcpMin >= 28), stoppersOK" -> require: (none) [04:28:55.594] [DealFinder] Explained bid E P: "Defensive bidding when our side has passed twice, True" -> require: (none) [04:28:55.595] [DealFinder] Explained bid S P: "Passable situations - 2C, True" -> require: (none) [04:28:55.595] [DealFinder] Explained bid W P: "Defensive bidding when our side has passed twice, True" -> require: (none) [04:28:55.606] [DealFinder] N Spades: tightened from [0-13] to [0-4] using HandUnderstanding [04:28:55.606] [DealFinder] N HCP min 5 -> 2: dropped 3 of PRIVATE floor (reasoned from S's own cards, not advertised by the auction). [04:28:55.606] [DealFinder] N HCP min: tightened from 0 to 2 using HandUnderstanding [04:28:55.606] [DealFinder] N constraints: HCP[2-11], Suits=S[0-4], Trivial=False [04:28:55.606] [DealFinder] Expression (5087 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 &... [04:28:55.606] [Timing] N precompute: 11ms mem d=256KB (total=1423MB) [04:28:55.616] [DealFinder] E HCP min 3 -> 0: dropped 3 of PRIVATE floor (reasoned from W's own cards, not advertised by the auction). [04:28:55.616] [DealFinder] E constraints: HCP[0-11], Suits=(none), Trivial=False [04:28:55.616] [DealFinder] Expression (4018 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 &... [04:28:55.617] [Timing] E precompute: 10ms mem d=193KB (total=1423MB) [04:28:55.620] [DealFinder] S HCP max: tightened from 24 to 23 using HandUnderstanding [04:28:55.620] [DealFinder] S constraints: HCP[22-23], Suits=(none), Trivial=False [04:28:55.620] [DealFinder] Expression (1265 chars): ((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(H) & H >= 6 & Losers <= 3 & Aces >= 2 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(S) & S >= 6 & Losers <= 3 & Aces >= 2 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(C) & C >= 6 & Losers <= 2 & Aces >= 2 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(D) & D >= 6 & Losers <= 2 & Aces >= 2 & HCP >= 18)) & 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 ((Balanced OR SemiBalanced) & HCP >= 15 & HCP <= 17 & S <= 4 & H <= 4) & NOT (balish & HCP >= 20 & HCP <= 21) & NOT (balish & HCP >= 25 & HCP <= 27 & H <= 4 & S <= 4) & (balish OR CanonicalShape = 4441 OR CanonicalShape = 5431) & HCP >= 22 & HCP <= 24 & True [04:28:55.620] [Timing] S precompute: 3ms mem d=257KB (total=1424MB) [04:28:55.621] [DealFinder] W HCP min 3 -> 0: dropped 3 of PRIVATE floor (reasoned from E's own cards, not advertised by the auction). [04:28:55.621] [DealFinder] W HCP max: tightened from 37 to 21 using HandUnderstanding [04:28:55.621] [DealFinder] W constraints: HCP[0-21], Suits=(none), Trivial=False [04:28:55.621] [DealFinder] Expression (391 chars): True & NOT Overcall(D) & NOT Overcall(C) & NOT FourLevelOvercall(D) & NOT DiamondCompGame & NOT (H >= 6 & LoserLevel >= 2) & NOT (S >= 6 & LoserLevel >= 2) & NOT (H >= 7 & LoserLevel >= 3) & NOT (S >= 7 & LoserLevel >= 3) & NOT (H >= 8 & LoserLevel >= 4) & NOT (S >= 8 & LoserLevel >= 4) & True & NOT (TwiceRebiddable(C) & LoserLevel >= 3) & NOT (TwiceRebiddable(D) & LoserLevel >= 3) & True [04:28:55.622] [Timing] W precompute: 1ms mem d=71KB (total=1424MB) [04:28:55.622] ENDGAME: Bidding weights applied to 8/20 worlds (range 0.01-1.00, total 12.08, 12 unpenalised) [04:28:55.622] ENDGAME: Played by S: 19 HCP S:1 H:3 D:4 C:2; by W: 6 HCP S:1 H:2 D:4 C:3 [04:28:55.622] ENDGAME_WORLD: #1 (w=1.00) N:Q2...J 943.J.. KJ..5. ...KT8 [04:28:55.622] ENDGAME_WORLD: #2 (w=1.00) N:Q2...J 943.J.. KJ...8 ..5.KT [04:28:55.622] ENDGAME_WORLD: #3 (w=1.00) N:Q2...J 943.J.. KJ...T ..5.K8 [04:28:55.622] ENDGAME_WORLD: #4 (w=0.01) N:Q2...J 943.J.. KJ...K ..5.T8 [04:28:55.622] ENDGAME_WORLD: #5 (w=0.01) N:Q2...J 943.J.. J..5.8 K...KT [04:28:55.622] ENDGAME_WORLD: #6 (w=0.01) N:Q2...J 943.J.. J..5.T K...K8 [04:28:55.622] ENDGAME_WORLD: #7 (w=1.00) N:Q2...J 943.J.. J..5.K K...T8 [04:28:55.622] ENDGAME_WORLD: #8 (w=0.01) N:Q2...J 943.J.. J...T8 K..5.K [04:28:55.622] ENDGAME_WORLD: #9 (w=1.00) N:Q2...J 943.J.. J...K8 K..5.T [04:28:55.622] ENDGAME_WORLD: #10 (w=1.00) N:Q2...J 943.J.. J...KT K..5.8 [04:28:55.623] ENDGAME_WORLD: #11 (w=1.00) N:Q2...J 943.J.. K..5.8 J...KT [04:28:55.623] ENDGAME_WORLD: #12 (w=1.00) N:Q2...J 943.J.. K..5.T J...K8 [04:28:55.623] ENDGAME_WORLD: #13 (w=0.01) N:Q2...J 943.J.. K..5.K J...T8 [04:28:55.623] ENDGAME_WORLD: #14 (w=1.00) N:Q2...J 943.J.. K...T8 J..5.K [04:28:55.623] ENDGAME_WORLD: #15 (w=0.01) N:Q2...J 943.J.. K...K8 J..5.T [04:28:55.623] ENDGAME_WORLD: #16 (w=0.01) N:Q2...J 943.J.. K...KT J..5.8 [04:28:55.623] ENDGAME_WORLD: #17 (w=0.01) N:Q2...J 943.J.. ..5.T8 KJ...K [04:28:55.623] ENDGAME_WORLD: #18 (w=1.00) N:Q2...J 943.J.. ..5.K8 KJ...T [04:28:55.623] ENDGAME_WORLD: #19 (w=1.00) N:Q2...J 943.J.. ..5.KT KJ...8 [04:28:55.623] ENDGAME_WORLD: #20 (w=1.00) N:Q2...J 943.J.. ...KT8 KJ..5. [04:28:55.623] ENDGAME: Evaluating 3 candidates across 20 worlds (totalWeight=12.08, rankByScore=True): [04:28:55.624] S3: defeat 0 % (0.0/12.1), makes 100 % (12.1/12.1), avgDeclTricks=10.2, dist=8:0.0 [9:1.0] [10:7.0] [11:4.0] [04:28:55.624] S4: defeat 0 % (0.0/12.1), makes 100 % (12.1/12.1), avgDeclTricks=10.2, dist=8:0.0 [9:1.0] [10:7.0] [11:4.0] [04:28:55.624] S9: defeat 0 % (0.0/12.1), makes 100 % (12.1/12.1), avgDeclTricks=10.2, dist=8:0.0 [9:1.0] [10:7.0] [11:4.0] [04:28:55.625] IMP S3: 0.00 [04:28:55.625] IMP S4: 0.00 [04:28:55.625] IMP S9: 0.00 [04:28:55.625] ENDGAME: Selected S9 (0 %) [04:28:55.625] Tied cards: S9,S4,S3 -- invoking NN directly on tied set [04:28:55.625] === FindBestCardAsync: Position=E, CardsPlayed=39 === [04:28:55.625] Finding card to play for E: 976543.JT864..72 [04:28:55.625] Relative position: Righty, Contract type: NoTrump [04:28:55.625] Cards in hand mask: 2 [04:28:55.626] Candidate: xS = 69.3 % [04:28:55.626] Candidate: 9S = 30.7 % [04:28:55.627] Selected: S3 (69.3 %) === Board DailyIMP2026-08-30_b1_t2 (API) - DDS Engine (E) - 2026-08-30 04:28:56 === === Board DailyIMP2026-08-30_b1_t2 (API) - Neural Network Engine (E) - 2026-08-30 04:28:56 === [04:28:56.077] Activated: 3 tricks remaining, threshold=5 [04:28:56.078] ENDGAME: Hidden cards=4 between S and W, need 2+2, declarer tricks=8, defense tricks=2 [04:28:56.078] ENDGAME: Contract=3N, Declarer=S, ToPlay=E, Trump=NT [04:28:56.078] ENDGAME: E [S94 HJ - -] [04:28:56.078] ENDGAME: N [SQ - - CJ] [04:28:56.078] ENDGAME: Hidden [- - D5 CKT8] [04:28:56.078] ENDGAME: Current trick (3 cards, led by S): SJ SK S2 [04:28:56.078] ENDGAME: 6 valid worlds (after void filtering) [04:28:56.079] [DealFinder] Explained bid N P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [04:28:56.079] [DealFinder] Explained bid E P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [04:28:56.079] [DealFinder] Explained bid S 2C: "Artificial - Opening Bid, HCP >= 18, (NOT Two Suited OR HCP >= 20), BestSuit(C), C >= 6, Losers <= 2, Aces >= 2, BestSuit(D), D >= 6, BestSuit(H), H >= 6, Losers <= 3, BestSuit(S), S >= 6, Losers <= 1, HCP >= 16, LengthLongestSuit >= 5, HCP >= 22, (Balanced OR SemiBalanced), Losers <= 5" -> require: (none) [04:28:56.080] [DealFinder] Explained bid W P: "Overcalling 2C Opener, True" -> require: (none) [04:28:56.080] [DealFinder] Explained bid N 2D: "Artificial - Responses to 2C-P, True" -> require: (none) [04:28:56.081] [DealFinder] Explained bid E P: "Defensive bidding after two bids from opponents, True" -> require: (none) [04:28:56.081] [DealFinder] Explained bid S 2N: "Responses to 2C-P-2D-P, (balish OR CanonicalShape = 4441 OR CanonicalShape = 5431), HCP >= 22, HCP <= 24" -> require: (none) [04:28:56.081] [DealFinder] Explained bid W P: "Responses to 2C-P-2D-P-2N, True" -> require: (none) [04:28:56.082] [DealFinder] Explained bid N 3N: "Responses to 2C-P-2D-P-2N-P, HCP > 1, HCP <= 6, (CombinedHcpMin >= 25 OR IsGameForcing OR TwoOpenersGame), NOT (Comb. Pts >= 32, CombinedHcpMin >= 28), stoppersOK" -> require: (none) [04:28:56.082] [DealFinder] Explained bid E P: "Defensive bidding when our side has passed twice, True" -> require: (none) [04:28:56.083] [DealFinder] Explained bid S P: "Passable situations - 2C, True" -> require: (none) [04:28:56.083] [DealFinder] Explained bid W P: "Defensive bidding when our side has passed twice, True" -> require: (none) [04:28:56.094] [DealFinder] N Spades: tightened from [0-13] to [0-4] using HandUnderstanding [04:28:56.094] [DealFinder] N HCP min 5 -> 2: dropped 3 of PRIVATE floor (reasoned from S's own cards, not advertised by the auction). [04:28:56.094] [DealFinder] N HCP min: tightened from 0 to 2 using HandUnderstanding [04:28:56.095] [DealFinder] N constraints: HCP[2-11], Suits=S[0-4], Trivial=False [04:28:56.095] [DealFinder] Expression (5087 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 &... [04:28:56.095] [Timing] N precompute: 11ms mem d=246KB (total=1422MB) [04:28:56.103] [DealFinder] E HCP min 3 -> 0: dropped 3 of PRIVATE floor (reasoned from W's own cards, not advertised by the auction). [04:28:56.103] [DealFinder] E constraints: HCP[0-11], Suits=(none), Trivial=False [04:28:56.103] [DealFinder] Expression (4018 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 &... [04:28:56.104] [Timing] E precompute: 8ms mem d=201KB (total=1422MB) [04:28:56.106] [DealFinder] S HCP max: tightened from 24 to 23 using HandUnderstanding [04:28:56.106] [DealFinder] S constraints: HCP[22-23], Suits=(none), Trivial=False [04:28:56.107] [DealFinder] Expression (1265 chars): ((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(H) & H >= 6 & Losers <= 3 & Aces >= 2 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(S) & S >= 6 & Losers <= 3 & Aces >= 2 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(C) & C >= 6 & Losers <= 2 & Aces >= 2 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(D) & D >= 6 & Losers <= 2 & Aces >= 2 & HCP >= 18)) & 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 ((Balanced OR SemiBalanced) & HCP >= 15 & HCP <= 17 & S <= 4 & H <= 4) & NOT (balish & HCP >= 20 & HCP <= 21) & NOT (balish & HCP >= 25 & HCP <= 27 & H <= 4 & S <= 4) & (balish OR CanonicalShape = 4441 OR CanonicalShape = 5431) & HCP >= 22 & HCP <= 24 & True [04:28:56.107] [Timing] S precompute: 2ms mem d=242KB (total=1422MB) [04:28:56.108] [DealFinder] W HCP min 3 -> 0: dropped 3 of PRIVATE floor (reasoned from E's own cards, not advertised by the auction). [04:28:56.108] [DealFinder] W HCP max: tightened from 37 to 21 using HandUnderstanding [04:28:56.108] [DealFinder] W constraints: HCP[0-21], Suits=(none), Trivial=False [04:28:56.108] [DealFinder] Expression (391 chars): True & NOT Overcall(D) & NOT Overcall(C) & NOT FourLevelOvercall(D) & NOT DiamondCompGame & NOT (H >= 6 & LoserLevel >= 2) & NOT (S >= 6 & LoserLevel >= 2) & NOT (H >= 7 & LoserLevel >= 3) & NOT (S >= 7 & LoserLevel >= 3) & NOT (H >= 8 & LoserLevel >= 4) & NOT (S >= 8 & LoserLevel >= 4) & True & NOT (TwiceRebiddable(C) & LoserLevel >= 3) & NOT (TwiceRebiddable(D) & LoserLevel >= 3) & True [04:28:56.108] [Timing] W precompute: 1ms mem d=64KB (total=1422MB) [04:28:56.108] ENDGAME: Bidding weights applied to 3/6 worlds (range 0.01-1.00, total 3.03, 3 unpenalised) [04:28:56.108] ENDGAME: Played by S: 20 HCP S:2 H:3 D:4 C:2; by W: 9 HCP S:2 H:2 D:4 C:3 [04:28:56.108] ENDGAME_WORLD: #1 (w=0.01) N:Q...J 94.J.. ..5.8 ...KT [04:28:56.108] ENDGAME_WORLD: #2 (w=0.01) N:Q...J 94.J.. ..5.T ...K8 [04:28:56.108] ENDGAME_WORLD: #3 (w=1.00) N:Q...J 94.J.. ..5.K ...T8 [04:28:56.109] ENDGAME_WORLD: #4 (w=0.01) N:Q...J 94.J.. ...T8 ..5.K [04:28:56.109] ENDGAME_WORLD: #5 (w=1.00) N:Q...J 94.J.. ...K8 ..5.T [04:28:56.109] ENDGAME_WORLD: #6 (w=1.00) N:Q...J 94.J.. ...KT ..5.8 [04:28:56.109] ENDGAME: Evaluating 2 candidates across 6 worlds (totalWeight=3.03, rankByScore=True): [04:28:56.109] S4: defeat 1 % (0.0/3.0), makes 99 % (3.0/3.0), avgDeclTricks=9.3, dist=8:0.0 [9:2.0] [10:1.0] [04:28:56.109] S9: defeat 1 % (0.0/3.0), makes 99 % (3.0/3.0), avgDeclTricks=9.3, dist=8:0.0 [9:2.0] [10:1.0] [04:28:56.109] IMP S4: 0.00 [04:28:56.109] IMP S9: 0.00 [04:28:56.109] ENDGAME: Selected S9 (1 %) [04:28:56.109] Tied cards: S9,S4 -- invoking NN directly on tied set [04:28:56.109] === FindBestCardAsync: Position=E, CardsPlayed=43 === [04:28:56.109] Finding card to play for E: 976543.JT864..72 [04:28:56.110] Relative position: Righty, Contract type: NoTrump [04:28:56.110] Cards in hand mask: 2 [04:28:56.111] Candidate: 9S = 81.2 % [04:28:56.111] Candidate: xS = 18.8 % [04:28:56.111] Selected: S9 (81.2 %) [04:28:56.383] Activated: 2 tricks remaining, threshold=5 [04:28:56.383] ENDGAME: Hidden cards=3 between S and W, need 2+1, declarer tricks=8, defense tricks=3 [04:28:56.384] ENDGAME: Contract=3N, Declarer=S, ToPlay=E, Trump=NT [04:28:56.384] ENDGAME: E [S4 HJ - -] [04:28:56.384] ENDGAME: N [SQ - - -] [04:28:56.384] ENDGAME: Hidden [- - D5 CK8] [04:28:56.384] ENDGAME: Current trick (2 cards, led by W): CT CJ [04:28:56.384] ENDGAME: 3 valid worlds (after void filtering) [04:28:56.386] [DealFinder] Explained bid N P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [04:28:56.387] [DealFinder] Explained bid E P: "Opening Bid, HCP < 12, RuleOf < 21" -> require: (none) [04:28:56.387] [DealFinder] Explained bid S 2C: "Artificial - Opening Bid, HCP >= 18, (NOT Two Suited OR HCP >= 20), BestSuit(C), C >= 6, Losers <= 2, Aces >= 2, BestSuit(D), D >= 6, BestSuit(H), H >= 6, Losers <= 3, BestSuit(S), S >= 6, Losers <= 1, HCP >= 16, LengthLongestSuit >= 5, HCP >= 22, (Balanced OR SemiBalanced), Losers <= 5" -> require: (none) [04:28:56.388] [DealFinder] Explained bid W P: "Overcalling 2C Opener, True" -> require: (none) [04:28:56.388] [DealFinder] Explained bid N 2D: "Artificial - Responses to 2C-P, True" -> require: (none) [04:28:56.388] [DealFinder] Explained bid E P: "Defensive bidding after two bids from opponents, True" -> require: (none) [04:28:56.389] [DealFinder] Explained bid S 2N: "Responses to 2C-P-2D-P, (balish OR CanonicalShape = 4441 OR CanonicalShape = 5431), HCP >= 22, HCP <= 24" -> require: (none) [04:28:56.389] [DealFinder] Explained bid W P: "Responses to 2C-P-2D-P-2N, True" -> require: (none) [04:28:56.390] [DealFinder] Explained bid N 3N: "Responses to 2C-P-2D-P-2N-P, HCP > 1, HCP <= 6, (CombinedHcpMin >= 25 OR IsGameForcing OR TwoOpenersGame), NOT (Comb. Pts >= 32, CombinedHcpMin >= 28), stoppersOK" -> require: (none) [04:28:56.390] [DealFinder] Explained bid E P: "Defensive bidding when our side has passed twice, True" -> require: (none) [04:28:56.391] [DealFinder] Explained bid S P: "Passable situations - 2C, True" -> require: (none) [04:28:56.391] [DealFinder] Explained bid W P: "Defensive bidding when our side has passed twice, True" -> require: (none) [04:28:56.402] [DealFinder] N Spades: tightened from [0-13] to [0-4] using HandUnderstanding [04:28:56.402] [DealFinder] N HCP min 5 -> 2: dropped 3 of PRIVATE floor (reasoned from S's own cards, not advertised by the auction). [04:28:56.403] [DealFinder] N HCP min: tightened from 0 to 2 using HandUnderstanding [04:28:56.403] [DealFinder] N constraints: HCP[2-11], Suits=S[0-4], Trivial=False [04:28:56.403] [DealFinder] Expression (5087 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 &... [04:28:56.403] [Timing] N precompute: 11ms mem d=251KB (total=1416MB) [04:28:56.412] [DealFinder] E HCP min 3 -> 0: dropped 3 of PRIVATE floor (reasoned from W's own cards, not advertised by the auction). [04:28:56.412] [DealFinder] E constraints: HCP[0-11], Suits=(none), Trivial=False [04:28:56.412] [DealFinder] Expression (4018 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 &... [04:28:56.412] [Timing] E precompute: 9ms mem d=193KB (total=1416MB) [04:28:56.415] [DealFinder] S HCP max: tightened from 24 to 23 using HandUnderstanding [04:28:56.415] [DealFinder] S constraints: HCP[22-23], Suits=(none), Trivial=False [04:28:56.415] [DealFinder] Expression (1265 chars): ((HCP >= 22 & Losers <= 5) OR (HCP >= 22 & (Balanced OR SemiBalanced)) OR (Losers <= 2 & HCP >= 16 & LengthLongestSuit >= 5 & HCP >= 18) OR (Losers <= 1 & HCP >= 16 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(H) & H >= 6 & Losers <= 3 & Aces >= 2 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(S) & S >= 6 & Losers <= 3 & Aces >= 2 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(C) & C >= 6 & Losers <= 2 & Aces >= 2 & HCP >= 18) OR (HCP >= 18 & (NOT Two Suited OR HCP >= 20) & BestSuit(D) & D >= 6 & Losers <= 2 & Aces >= 2 & HCP >= 18)) & 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 ((Balanced OR SemiBalanced) & HCP >= 15 & HCP <= 17 & S <= 4 & H <= 4) & NOT (balish & HCP >= 20 & HCP <= 21) & NOT (balish & HCP >= 25 & HCP <= 27 & H <= 4 & S <= 4) & (balish OR CanonicalShape = 4441 OR CanonicalShape = 5431) & HCP >= 22 & HCP <= 24 & True [04:28:56.415] [Timing] S precompute: 3ms mem d=248KB (total=1417MB) [04:28:56.416] [DealFinder] W HCP min 3 -> 0: dropped 3 of PRIVATE floor (reasoned from E's own cards, not advertised by the auction). [04:28:56.416] [DealFinder] W HCP max: tightened from 37 to 21 using HandUnderstanding [04:28:56.416] [DealFinder] W constraints: HCP[0-21], Suits=(none), Trivial=False [04:28:56.417] [DealFinder] Expression (391 chars): True & NOT Overcall(D) & NOT Overcall(C) & NOT FourLevelOvercall(D) & NOT DiamondCompGame & NOT (H >= 6 & LoserLevel >= 2) & NOT (S >= 6 & LoserLevel >= 2) & NOT (H >= 7 & LoserLevel >= 3) & NOT (S >= 7 & LoserLevel >= 3) & NOT (H >= 8 & LoserLevel >= 4) & NOT (S >= 8 & LoserLevel >= 4) & True & NOT (TwiceRebiddable(C) & LoserLevel >= 3) & NOT (TwiceRebiddable(D) & LoserLevel >= 3) & True [04:28:56.417] [Timing] W precompute: 1ms mem d=72KB (total=1417MB) [04:28:56.417] ENDGAME: Bidding weights applied to 1/3 worlds (range 0.01-1.00, total 2.01, 2 unpenalised) [04:28:56.417] ENDGAME: Played by S: 20 HCP S:2 H:3 D:4 C:2; by W: 9 HCP S:2 H:2 D:4 C:4 [04:28:56.417] ENDGAME_WORLD: #1 (w=0.01) N:Q... 4.J.. ..5.8 ...K [04:28:56.417] ENDGAME_WORLD: #2 (w=1.00) N:Q... 4.J.. ..5.K ...8 [04:28:56.417] ENDGAME_WORLD: #3 (w=1.00) N:Q... 4.J.. ...K8 ..5. [04:28:56.417] ENDGAME: Evaluating 2 candidates across 3 worlds (totalWeight=2.01, rankByScore=True): [04:28:56.417] S4: defeat 0 % (0.0/2.0), makes 100 % (2.0/2.0), avgDeclTricks=10.0, dist=[10:2.0] [04:28:56.417] HJ: defeat 0 % (0.0/2.0), makes 100 % (2.0/2.0), avgDeclTricks=10.0, dist=[10:2.0] [04:28:56.417] IMP S4: 0.00 [04:28:56.417] IMP HJ: 0.00 [04:28:56.417] ENDGAME: Selected HJ (0 %) [04:28:56.418] Tied cards: HJ,S4 -- invoking NN directly on tied set [04:28:56.418] === FindBestCardAsync: Position=E, CardsPlayed=46 === [04:28:56.418] Finding card to play for E: 976543.JT864..72 [04:28:56.418] Relative position: Righty, Contract type: NoTrump [04:28:56.418] Cards in hand mask: 2 [04:28:56.419] Candidate: xS = 95.9 % [04:28:56.419] Candidate: JH = 4.1 % [04:28:56.419] Selected: S4 (95.9 %)