Command-line: "/proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/simpoint.bin -maxK 2 -dim 100 -fixedLength off -numInitSeeds 10 -loadFVFile /proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/fingerprint/bbfp -saveSimpoints /proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/opt.p -saveSimpointWeights /proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/opt.w -saveVectorWeights /proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/vector.w -saveLabels /proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/opt.l -coveragePct .99" Using these options (*** indicates user-specified option): *** -loadFVFile : /proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/fingerprint/bbfp -k : search -iters : 100 *** -dim : 100 *** -maxK : 2 *** -numInitSeeds : 10 *** -coveragePct : 0.99 -bicThreshold : 0.9 -saveAll : false -initkm : samp *** -saveLabels : /proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/opt.l *** -saveSimpoints : /proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/opt.p *** -saveSimpointWeights : /proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/opt.w *** -saveVectorWeights : /proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/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 '/proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/fingerprint/bbfp' (size: 8x7699) Created random projection matrix (size: 7699x100) Loaded and projected frequency vector file Saving weights of each input vector to file '/proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/vector.w' Searching for best clustering for k <= 2 -------------------------------------------------------------- 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: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- 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: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- 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: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- 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: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- 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: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- 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: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- 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: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- 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: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- 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: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- 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: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 The best initialization seed trial was #1 -------------------------------------------------------------- Run number 2 of at most 4, k = 2 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 10; initialization seed = 493575236 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 2 BIC score: 385.671 Distortion: 10.4974 Distortions/cluster: 10.4974 1.59259e-33 Variance: 1.74957 Variances/cluster: 1.68653 0 -------------------------------------------------------------- Initialization seed trial #2 of 10; initialization seed = 493575237 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 2 BIC score: 385.671 Distortion: 10.4974 Distortions/cluster: 10.4974 1.59259e-33 Variance: 1.74957 Variances/cluster: 1.68653 0 -------------------------------------------------------------- Initialization seed trial #3 of 10; initialization seed = 493575238 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 2 BIC score: 385.671 Distortion: 10.4974 Distortions/cluster: 10.4974 1.59259e-33 Variance: 1.74957 Variances/cluster: 1.68653 0 -------------------------------------------------------------- Initialization seed trial #4 of 10; initialization seed = 493575239 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 2 BIC score: 385.671 Distortion: 10.4974 Distortions/cluster: 10.4974 1.59259e-33 Variance: 1.74957 Variances/cluster: 1.68653 0 -------------------------------------------------------------- Initialization seed trial #5 of 10; initialization seed = 493575240 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 2 BIC score: 385.671 Distortion: 10.4974 Distortions/cluster: 10.4974 1.59259e-33 Variance: 1.74957 Variances/cluster: 1.68653 0 -------------------------------------------------------------- Initialization seed trial #6 of 10; initialization seed = 493575241 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 2 BIC score: 385.671 Distortion: 10.4974 Distortions/cluster: 10.4974 1.59259e-33 Variance: 1.74957 Variances/cluster: 1.68653 0 -------------------------------------------------------------- Initialization seed trial #7 of 10; initialization seed = 493575242 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 2 BIC score: 385.671 Distortion: 10.4974 Distortions/cluster: 10.4974 1.59259e-33 Variance: 1.74957 Variances/cluster: 1.68653 0 -------------------------------------------------------------- Initialization seed trial #8 of 10; initialization seed = 493575243 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 2 BIC score: 385.671 Distortion: 10.4974 Distortions/cluster: 10.4974 1.59259e-33 Variance: 1.74957 Variances/cluster: 1.68653 0 -------------------------------------------------------------- Initialization seed trial #9 of 10; initialization seed = 493575244 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 2 BIC score: 385.671 Distortion: 10.4974 Distortions/cluster: 10.4974 1.59259e-33 Variance: 1.74957 Variances/cluster: 1.68653 0 -------------------------------------------------------------- Initialization seed trial #10 of 10; initialization seed = 493575245 -------------------------------------------------------------- Initialized k-means centers using random sampling: 2 centers Number of k-means iterations performed: 2 BIC score: 385.671 Distortion: 10.4974 Distortions/cluster: 10.4974 1.59259e-33 Variance: 1.74957 Variances/cluster: 1.68653 0 The best initialization seed trial was #1 -------------------------------------------------------------- Run number 3 of at most 4, k = 1 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 10; initialization seed = 493575246 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- Initialization seed trial #2 of 10; initialization seed = 493575247 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- Initialization seed trial #3 of 10; initialization seed = 493575248 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- Initialization seed trial #4 of 10; initialization seed = 493575249 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- Initialization seed trial #5 of 10; initialization seed = 493575250 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- Initialization seed trial #6 of 10; initialization seed = 493575251 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- Initialization seed trial #7 of 10; initialization seed = 493575252 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- Initialization seed trial #8 of 10; initialization seed = 493575253 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- Initialization seed trial #9 of 10; initialization seed = 493575254 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 -------------------------------------------------------------- Initialization seed trial #10 of 10; initialization seed = 493575255 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 474.52 Distortion: 11.0001 Distortions/cluster: 11.0001 Variance: 1.57144 Variances/cluster: 1.57144 The best initialization seed trial was #1 ------------------------------------------------------------------ ------------------------------------------------------------------ Post-processing runs ------------------------------------------------------------------ ------------------------------------------------------------------ For the BIC threshold, the best clustering was run 1 (k = 1) Post-processing run 1 (k = 1) Saving labels and distance from center of each input vector to file '/proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/opt.l' Saving simpoints of all non-empty clusters to file '/proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/opt.p' Saving simpoints of largest clusters making up proportion 0.99 of all weights to file '/proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/opt.p.lpt0.99' Saving weights of all non-empty clusters to file '/proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/opt.w' Saving weights of largest clusters making up proportion 0.99 of all weights to file '/proj/datacntr-effcy-PG0/Harry123/hpca2027_dcperf/bundles/videotranscode/simpoints/opt.w.lpt0.99' 1 1 1 1 1 1