Command-line: "/proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/simpoint.bin -maxK 3 -dim 100 -fixedLength off -numInitSeeds 10 -loadFVFile /mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/fingerprint/bbfp -saveSimpoints /mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/opt.p -saveSimpointWeights /mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/opt.w -saveVectorWeights /mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/vector.w -saveLabels /mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/opt.l -coveragePct .99" Using these options (*** indicates user-specified option): *** -loadFVFile : /mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/fingerprint/bbfp -k : search -iters : 100 *** -dim : 100 *** -maxK : 3 *** -numInitSeeds : 10 *** -coveragePct : 0.99 -bicThreshold : 0.9 -saveAll : false -initkm : samp *** -saveLabels : /mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/opt.l *** -saveSimpoints : /mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/opt.p *** -saveSimpointWeights : /mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/opt.w *** -saveVectorWeights : /mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/vector.w -saveInitCtrs : -saveFinalCtrs : -saveVectorsTxtFmt : -saveVectorsBinFmt : -saveProjMatrixTxtFmt : -saveProjMatrixBinFmt : -loadVectorsTxtFmt : -loadVectorsBinFmt : -loadProjMatrixTxtFmt : -loadProjMatrixBinFmt : -loadInitCtrs : -loadInitLabels : -loadVectorWeights : -inputVectorsGzipped : false *** -fixedLength : off -numFVs : -1 -FVDim : -1 -sampleSize : -1 -seedkm : 493575226 -seedproj : 2042712918 -seedsample : 385089224 -verbose : 0 ------------------------------------------------------------- Loading data from frequency vector file '/mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/fingerprint/bbfp' (size: 13x8515) Created random projection matrix (size: 8515x100) Loaded and projected frequency vector file Saving weights of each input vector to file '/mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/vector.w' Searching for best clustering for k <= 3 -------------------------------------------------------------- Run number 1 of at most 4, k = 1 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 10; initialization seed = 493575226 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 105.365 Distortion: 53.0304 Distortions/cluster: 53.0304 Variance: 4.4192 Variances/cluster: 4.4192 -------------------------------------------------------------- Initialization seed trial #2 of 10; initialization seed = 493575227 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 105.365 Distortion: 53.0304 Distortions/cluster: 53.0304 Variance: 4.4192 Variances/cluster: 4.4192 -------------------------------------------------------------- Initialization seed trial #3 of 10; initialization seed = 493575228 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 105.365 Distortion: 53.0304 Distortions/cluster: 53.0304 Variance: 4.4192 Variances/cluster: 4.4192 -------------------------------------------------------------- Initialization seed trial #4 of 10; initialization seed = 493575229 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 105.365 Distortion: 53.0304 Distortions/cluster: 53.0304 Variance: 4.4192 Variances/cluster: 4.4192 -------------------------------------------------------------- Initialization seed trial #5 of 10; initialization seed = 493575230 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 105.365 Distortion: 53.0304 Distortions/cluster: 53.0304 Variance: 4.4192 Variances/cluster: 4.4192 -------------------------------------------------------------- Initialization seed trial #6 of 10; initialization seed = 493575231 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 105.365 Distortion: 53.0304 Distortions/cluster: 53.0304 Variance: 4.4192 Variances/cluster: 4.4192 -------------------------------------------------------------- Initialization seed trial #7 of 10; initialization seed = 493575232 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 105.365 Distortion: 53.0304 Distortions/cluster: 53.0304 Variance: 4.4192 Variances/cluster: 4.4192 -------------------------------------------------------------- Initialization seed trial #8 of 10; initialization seed = 493575233 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 105.365 Distortion: 53.0304 Distortions/cluster: 53.0304 Variance: 4.4192 Variances/cluster: 4.4192 -------------------------------------------------------------- Initialization seed trial #9 of 10; initialization seed = 493575234 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 105.365 Distortion: 53.0304 Distortions/cluster: 53.0304 Variance: 4.4192 Variances/cluster: 4.4192 -------------------------------------------------------------- Initialization seed trial #10 of 10; initialization seed = 493575235 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 105.365 Distortion: 53.0304 Distortions/cluster: 53.0304 Variance: 4.4192 Variances/cluster: 4.4192 The best initialization seed trial was #1 -------------------------------------------------------------- Run number 2 of at most 4, k = 3 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 10; initialization seed = 493575236 -------------------------------------------------------------- Initialized k-means centers using random sampling: 3 centers Number of k-means iterations performed: 4 BIC score: 1327.96 Distortion: 5.34969 Distortions/cluster: 0.00169945 5.34799 2.97794e-34 Variance: 0.534969 Variances/cluster: 0.000193651 4.65265 3.98516e-33 -------------------------------------------------------------- Initialization seed trial #2 of 10; initialization seed = 493575237 -------------------------------------------------------------- Initialized k-means centers using random sampling: 3 centers Number of k-means iterations performed: 1 BIC score: 1281.67 Distortion: 5.7624 Distortions/cluster: 1.33926e-32 5.7624 1.1758e-31 Variance: 0.57624 Variances/cluster: 1.79223e-31 0.584983 1.57349e-30 -------------------------------------------------------------- Initialization seed trial #3 of 10; initialization seed = 493575238 -------------------------------------------------------------- Initialized k-means centers using random sampling: 3 centers Number of k-means iterations performed: 4 BIC score: 1327.96 Distortion: 5.34969 Distortions/cluster: 0.00169945 5.34799 2.97794e-34 Variance: 0.534969 Variances/cluster: 0.000193651 4.65265 3.98516e-33 -------------------------------------------------------------- Initialization seed trial #4 of 10; initialization seed = 493575239 -------------------------------------------------------------- Initialized k-means centers using random sampling: 3 centers Number of k-means iterations performed: 2 BIC score: 1327.96 Distortion: 5.34969 Distortions/cluster: 5.34799 0.00169945 2.97794e-34 Variance: 0.534969 Variances/cluster: 4.65265 0.000193651 3.98516e-33 -------------------------------------------------------------- Initialization seed trial #5 of 10; initialization seed = 493575240 -------------------------------------------------------------- Initialized k-means centers using random sampling: 3 centers Number of k-means iterations performed: 4 BIC score: 1327.96 Distortion: 5.34969 Distortions/cluster: 0.00169945 5.34799 2.97794e-34 Variance: 0.534969 Variances/cluster: 0.000193651 4.65265 3.98516e-33 -------------------------------------------------------------- Initialization seed trial #6 of 10; initialization seed = 493575241 -------------------------------------------------------------- Initialized k-means centers using random sampling: 3 centers Number of k-means iterations performed: 2 BIC score: 1327.96 Distortion: 5.34969 Distortions/cluster: 0.00169945 2.97794e-34 5.34799 Variance: 0.534969 Variances/cluster: 0.000193651 3.98516e-33 4.65265 -------------------------------------------------------------- Initialization seed trial #7 of 10; initialization seed = 493575242 -------------------------------------------------------------- Initialized k-means centers using random sampling: 3 centers Number of k-means iterations performed: 1 BIC score: 1327.96 Distortion: 5.34969 Distortions/cluster: 0.00169945 2.97794e-34 5.34799 Variance: 0.534969 Variances/cluster: 0.000193651 3.98516e-33 4.65265 -------------------------------------------------------------- Initialization seed trial #8 of 10; initialization seed = 493575243 -------------------------------------------------------------- Initialized k-means centers using random sampling: 3 centers Number of k-means iterations performed: 4 BIC score: 1327.96 Distortion: 5.34969 Distortions/cluster: 0.00169945 5.34799 2.97794e-34 Variance: 0.534969 Variances/cluster: 0.000193651 4.65265 3.98516e-33 -------------------------------------------------------------- Initialization seed trial #9 of 10; initialization seed = 493575244 -------------------------------------------------------------- Initialized k-means centers using random sampling: 3 centers Number of k-means iterations performed: 2 BIC score: 1327.96 Distortion: 5.34969 Distortions/cluster: 5.34799 0.00169945 2.97794e-34 Variance: 0.534969 Variances/cluster: 4.65265 0.000193651 3.98516e-33 -------------------------------------------------------------- Initialization seed trial #10 of 10; initialization seed = 493575245 -------------------------------------------------------------- Initialized k-means centers using random sampling: 3 centers Number of k-means iterations performed: 2 BIC score: 1327.96 Distortion: 5.34969 Distortions/cluster: 0.00169945 5.34799 2.97794e-34 Variance: 0.534969 Variances/cluster: 0.000193651 4.65265 3.98516e-33 The best initialization seed trial was #1 -------------------------------------------------------------- Run number 3 of at most 4, k = 2 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 10; initialization seed = 493575246 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 5 BIC score: 985.946 Distortion: 11.1104 Distortions/cluster: 5.7624 5.34799 Variance: 1.01004 Variances/cluster: 0.584983 4.65265 -------------------------------------------------------------- Initialization seed trial #2 of 10; initialization seed = 493575247 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 2 BIC score: 985.946 Distortion: 11.1104 Distortions/cluster: 5.7624 5.34799 Variance: 1.01004 Variances/cluster: 0.584983 4.65265 -------------------------------------------------------------- Initialization seed trial #3 of 10; initialization seed = 493575248 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 5 BIC score: 985.946 Distortion: 11.1104 Distortions/cluster: 5.7624 5.34799 Variance: 1.01004 Variances/cluster: 0.584983 4.65265 -------------------------------------------------------------- Initialization seed trial #4 of 10; initialization seed = 493575249 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 1 BIC score: 985.946 Distortion: 11.1104 Distortions/cluster: 5.34799 5.7624 Variance: 1.01004 Variances/cluster: 4.65265 0.584983 -------------------------------------------------------------- Initialization seed trial #5 of 10; initialization seed = 493575250 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 2 BIC score: 985.946 Distortion: 11.1104 Distortions/cluster: 5.7624 5.34799 Variance: 1.01004 Variances/cluster: 0.584983 4.65265 -------------------------------------------------------------- Initialization seed trial #6 of 10; initialization seed = 493575251 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 5 BIC score: 985.946 Distortion: 11.1104 Distortions/cluster: 5.7624 5.34799 Variance: 1.01004 Variances/cluster: 0.584983 4.65265 -------------------------------------------------------------- Initialization seed trial #7 of 10; initialization seed = 493575252 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 5 BIC score: 985.946 Distortion: 11.1104 Distortions/cluster: 5.7624 5.34799 Variance: 1.01004 Variances/cluster: 0.584983 4.65265 -------------------------------------------------------------- Initialization seed trial #8 of 10; initialization seed = 493575253 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 5 BIC score: 985.946 Distortion: 11.1104 Distortions/cluster: 5.7624 5.34799 Variance: 1.01004 Variances/cluster: 0.584983 4.65265 -------------------------------------------------------------- Initialization seed trial #9 of 10; initialization seed = 493575254 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 3 BIC score: 985.946 Distortion: 11.1104 Distortions/cluster: 5.34799 5.7624 Variance: 1.01004 Variances/cluster: 4.65265 0.584983 -------------------------------------------------------------- Initialization seed trial #10 of 10; initialization seed = 493575255 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 1 BIC score: 985.946 Distortion: 11.1104 Distortions/cluster: 5.7624 5.34799 Variance: 1.01004 Variances/cluster: 0.584983 4.65265 The best initialization seed trial was #1 ------------------------------------------------------------------ ------------------------------------------------------------------ Post-processing runs ------------------------------------------------------------------ ------------------------------------------------------------------ For the BIC threshold, the best clustering was run 2 (k = 3) Post-processing run 2 (k = 3) Saving labels and distance from center of each input vector to file '/mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/opt.l' Saving simpoints of all non-empty clusters to file '/mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/opt.p' Saving simpoints of largest clusters making up proportion 0.99 of all weights to file '/mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/opt.p.lpt0.99' Saving weights of all non-empty clusters to file '/mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/opt.w' Saving weights of largest clusters making up proportion 0.99 of all weights to file '/mnt/hpca2027-db/database-formal-bundles-20260711/postgresql/simpoints/opt.w.lpt0.99' 0.751986 0.751986 1 0.165342 0.165342 1 0.0826712 0.0826712 1 0.751986 0.751986 1 0.165342 0.165342 1 0.0826712 0.0826712 1