2025-03-10 23:11:33 [time] __start__
2025-03-10 23:11:33 [monitor] cgroup memory limit of 104857600000 bytes detected
2025-03-11 06:11:33 [cr_ana::stages::graph_clustering] computing k-nearest neighbors with k = 177
2025-03-11 06:11:33 [scan_rs::nn] constructing ball tree of 2471 points
2025-03-11 06:11:33 [scan_rs::nn] querying points for 177 neighbors
2025-03-11 06:11:33 [cr_ana::stages::graph_clustering] running louvain
2025-03-11 06:11:33 [cr_ana::louvain] building network for neighbor matrix of shape: (2471,177)
2025-03-11 06:11:33 [cr_ana::louvain] louvain starting cpm score: -0.000426
2025-03-11 06:11:33 [cr_ana::louvain]   iteration 0
2025-03-11 06:11:33 [cr_ana::louvain]     cpm score: 0.582406
2025-03-11 06:11:33 [cr_ana::louvain]   iteration 1
2025-03-11 06:11:33 [cr_ana::louvain]     cpm score: 0.607053
2025-03-11 06:11:33 [cr_ana::louvain]   iteration 2
2025-03-11 06:11:33 [cr_ana::louvain]     cpm score: 0.614037
2025-03-11 06:11:33 [cr_ana::louvain]   iteration 3
2025-03-11 06:11:33 [cr_ana::louvain]     cpm score: 0.614938
2025-03-11 06:11:33 [cr_ana::louvain]   iteration 4
2025-03-11 06:11:33 [cr_ana::louvain]     cpm score: 0.615586
2025-03-11 06:11:33 [cr_ana::louvain]   iteration 5
2025-03-11 06:11:33 [cr_ana::louvain]     cpm score: 0.628352
2025-03-11 06:11:33 [cr_ana::louvain]   iteration 6
2025-03-11 06:11:33 [cr_ana::louvain]     cpm score: 0.634144
2025-03-11 06:11:33 [cr_ana::louvain]   iteration 7
2025-03-11 06:11:33 [cr_ana::louvain]     cpm score: 0.634184
2025-03-11 06:11:33 [cr_ana::louvain]   iteration 8
2025-03-11 06:11:33 [cr_ana::louvain]     cpm score: 0.634187
2025-03-11 06:11:33 [cr_ana::louvain]   iteration 9
2025-03-11 06:11:33 [cr_ana::louvain]     cpm score: 0.634187
2025-03-11 06:11:33 [cr_ana::louvain] louvain optimized in 10 iterations
2025-03-11 06:11:33 [cr_ana::louvain] louvain final cpm score: 0.634187
2025-03-11 06:11:33 [cr_ana::stages::graph_clustering] merging clusters
2025-03-11 06:11:33 [scan_rs::merge_clusters] computing DE params on 22307 x 978 matrix
2025-03-11 06:11:34 [scan_rs::merge_clusters] computing DE on 584 vs 394 cells
2025-03-11 06:11:34 [scan_rs::merge_clusters] computing DE params on 22307 x 616 matrix
2025-03-11 06:11:34 [scan_rs::merge_clusters] computing DE on 451 vs 165 cells
2025-03-11 06:11:34 [scan_rs::merge_clusters] computing DE params on 22307 x 314 matrix
2025-03-11 06:11:34 [scan_rs::merge_clusters] computing DE on 186 vs 128 cells
2025-03-10 23:11:34 [time] __end__
