| 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 |
|
|
