# LightGBM-rs on-device predict tree-walk golden (Phase 18 18-01,
# D-05/D-11). VERBATIM AddPredictionToScoreKernel (cuda_tree.cu:317-396):
# 8/16/32 column read -> remap -> numeric missing/default+threshold OR
# categorical FindInBitset membership -> score += leaf_value[~node] (f64).
# Synthetic trees/feature-meta/rows; the DECISION is the reference. Raw
# pre-inverse-link margin (inverse-link stays host-side this phase).
KERNEL_MASTER_SEED 1096282125
COUNTS predict=3
PREDICT name=numeric kind=numeric num_rows=5 num_features=2 num_nodes=2 num_leaves=3
PFEAT 1,6,2,5,0,8,0;1,4,0,2,0,8,1
PNODE 0,3,6,1,-3;1,2,0,-1,-2
PLEAF 13826050856027422720;4598175219545276416;4610560118520545280
PCATPOOL 
PCATBOUND 
PROWS 2,1;5,4;1,3;9,2;3,1
PSCORE 13826050856027422720;4610560118520545280;13826050856027422720;4610560118520545280;13826050856027422720
PREDICT name=cat_onehot kind=categorical num_rows=5 num_features=1 num_nodes=1 num_leaves=2
PFEAT 1,5,0,0,1,8,0
PNODE 0,0,1,-1,-2
PLEAF 4612811918334230528;13830554455654793216
PCATPOOL 2
PCATBOUND 0;1
PROWS 1;2;3;4;0
PSCORE 4612811918334230528;13830554455654793216;13830554455654793216;13830554455654793216;13830554455654793216
PREDICT name=cat_manyvsmany kind=categorical num_rows=5 num_features=1 num_nodes=1 num_leaves=2
PFEAT 2,7,0,3,0,16,0
PNODE 0,0,1,-1,-2
PLEAF 4604930618986332160;13826050856027422720
PCATPOOL 44
PCATBOUND 0;1
PROWS 2;4;5;7;6
PSCORE 13826050856027422720;4604930618986332160;4604930618986332160;4604930618986332160;13826050856027422720
