renaissance-gauss-mix_0

[2025-06-12T17:33:43.001Z] Running test renaissance-gauss-mix_0 ... [2025-06-12T17:33:43.001Z] =============================================== [2025-06-12T17:33:43.001Z] renaissance-gauss-mix_0 Start Time: Thu Jun 12 18:33:42 2025 Epoch Time (ms): 1749749622722 [2025-06-12T17:33:43.001Z] variation: NoOptions [2025-06-12T17:33:43.001Z] JVM_OPTIONS: [2025-06-12T17:33:43.001Z] { \ [2025-06-12T17:33:43.001Z] echo ""; echo "TEST SETUP:"; \ [2025-06-12T17:33:43.001Z] echo "Nothing to be done for setup."; \ [2025-06-12T17:33:43.001Z] mkdir -p "/Users/jenkins/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/../TKG/output_17497385146476/renaissance-gauss-mix_0"; \ [2025-06-12T17:33:43.001Z] cd "/Users/jenkins/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/../TKG/output_17497385146476/renaissance-gauss-mix_0"; \ [2025-06-12T17:33:43.001Z] echo ""; echo "TESTING:"; \ [2025-06-12T17:33:43.001Z] "/Users/jenkins/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_0/jdkbinary/j2sdk-image/Contents/Home/bin/..//bin/java" --add-opens java.base/java.lang=ALL-UNNAMED --add-opens java.base/java.util=ALL-UNNAMED --add-opens java.base/java.util.concurrent=ALL-UNNAMED --add-opens java.base/java.nio=ALL-UNNAMED --add-opens java.base/sun.nio.ch=ALL-UNNAMED --add-opens java.base/java.lang.invoke=ALL-UNNAMED -jar "/Users/jenkins/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/Users/jenkins/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/../TKG/output_17497385146476/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-06-12T17:33:43.001Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /Users/jenkins/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/..; rm -f -r "/Users/jenkins/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/../TKG/output_17497385146476/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-06-12T17:33:43.001Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-06-12T17:33:43.001Z] echo "Nothing to be done for teardown."; \ [2025-06-12T17:33:43.001Z] } 2>&1 | tee -a "/Users/jenkins/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/../TKG/output_17497385146476/TestTargetResult"; [2025-06-12T17:33:43.001Z] [2025-06-12T17:33:43.001Z] TEST SETUP: [2025-06-12T17:33:43.001Z] Nothing to be done for setup. [2025-06-12T17:33:43.001Z] [2025-06-12T17:33:43.001Z] TESTING: [2025-06-12T17:33:50.508Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 8) threads. [2025-06-12T17:33:50.508Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-06-12T17:33:50.508Z] GC before operation: completed in 36.418 ms, heap usage 58.560 MB -> 29.011 MB. [2025-06-12T17:34:01.684Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:34:04.792Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:34:07.894Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:34:10.275Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:34:13.376Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:34:15.753Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:34:18.857Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:34:21.960Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:34:21.960Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (31088.658 ms) ====== [2025-06-12T17:34:21.960Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-06-12T17:34:21.960Z] GC before operation: completed in 78.958 ms, heap usage 204.487 MB -> 37.084 MB. [2025-06-12T17:34:25.062Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:34:27.451Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:34:30.551Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:34:32.931Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:34:35.309Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:34:38.410Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:34:40.790Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:34:43.165Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:34:43.165Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (21570.824 ms) ====== [2025-06-12T17:34:43.165Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-06-12T17:34:43.165Z] GC before operation: completed in 89.804 ms, heap usage 372.591 MB -> 38.775 MB. [2025-06-12T17:34:46.267Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:34:48.644Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:34:51.748Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:34:54.126Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:34:57.229Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:34:59.614Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:35:01.993Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:35:04.416Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:35:04.416Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (21324.444 ms) ====== [2025-06-12T17:35:04.416Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-06-12T17:35:04.769Z] GC before operation: completed in 82.764 ms, heap usage 257.174 MB -> 40.354 MB. [2025-06-12T17:35:07.867Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:35:10.282Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:35:12.654Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:35:15.765Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:35:18.143Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:35:20.518Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:35:23.622Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:35:26.002Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:35:26.002Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (21042.570 ms) ====== [2025-06-12T17:35:26.002Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-06-12T17:35:26.002Z] GC before operation: completed in 86.871 ms, heap usage 403.284 MB -> 41.432 MB. [2025-06-12T17:35:28.383Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:35:31.494Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:35:33.873Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:35:36.972Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:35:39.351Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:35:41.750Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:35:44.130Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:35:46.510Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:35:46.510Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (20907.104 ms) ====== [2025-06-12T17:35:46.510Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-06-12T17:35:46.864Z] GC before operation: completed in 79.899 ms, heap usage 267.396 MB -> 41.182 MB. [2025-06-12T17:35:49.965Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:35:52.342Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:35:55.444Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:35:57.824Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:36:00.219Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:36:03.324Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:36:05.761Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:36:08.151Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:36:08.151Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (21179.568 ms) ====== [2025-06-12T17:36:08.151Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-06-12T17:36:08.151Z] GC before operation: completed in 82.132 ms, heap usage 228.510 MB -> 41.573 MB. [2025-06-12T17:36:11.254Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:36:13.629Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:36:16.005Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:36:19.135Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:36:21.513Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:36:23.892Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:36:26.267Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:36:28.654Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:36:29.010Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (20830.976 ms) ====== [2025-06-12T17:36:29.010Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-06-12T17:36:29.010Z] GC before operation: completed in 84.670 ms, heap usage 406.067 MB -> 41.390 MB. [2025-06-12T17:36:32.153Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:36:34.532Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:36:36.923Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:36:39.310Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:36:43.200Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:36:44.419Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:36:47.525Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:36:49.923Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:36:49.923Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (20604.131 ms) ====== [2025-06-12T17:36:49.923Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-06-12T17:36:49.923Z] GC before operation: completed in 80.554 ms, heap usage 66.317 MB -> 41.628 MB. [2025-06-12T17:36:52.302Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:36:54.685Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:36:57.788Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:37:00.167Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:37:02.543Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:37:04.920Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:37:07.297Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:37:10.403Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:37:10.403Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (20366.128 ms) ====== [2025-06-12T17:37:10.403Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-06-12T17:37:10.403Z] GC before operation: completed in 80.004 ms, heap usage 111.637 MB -> 41.448 MB. [2025-06-12T17:37:12.785Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:37:15.887Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:37:18.260Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:37:20.639Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:37:23.017Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:37:25.396Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:37:27.774Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:37:30.878Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:37:30.878Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (20372.807 ms) ====== [2025-06-12T17:37:30.878Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-06-12T17:37:30.878Z] GC before operation: completed in 81.569 ms, heap usage 189.365 MB -> 41.288 MB. [2025-06-12T17:37:33.257Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:37:35.649Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:37:38.749Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:37:41.127Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:37:43.505Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:37:45.882Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:37:48.984Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:37:51.358Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:37:51.358Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (20445.236 ms) ====== [2025-06-12T17:37:51.358Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-06-12T17:37:51.358Z] GC before operation: completed in 84.877 ms, heap usage 282.815 MB -> 41.669 MB. [2025-06-12T17:37:53.735Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:37:56.109Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:37:59.211Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:38:01.705Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:38:04.085Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:38:06.518Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:38:08.900Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:38:11.282Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:38:11.282Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (20222.035 ms) ====== [2025-06-12T17:38:11.282Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-06-12T17:38:11.282Z] GC before operation: completed in 79.868 ms, heap usage 270.141 MB -> 41.438 MB. [2025-06-12T17:38:14.382Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:38:16.759Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:38:19.135Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:38:22.237Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:38:24.614Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:38:26.991Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:38:29.371Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:38:31.751Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:38:31.751Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (20261.116 ms) ====== [2025-06-12T17:38:31.751Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-06-12T17:38:31.751Z] GC before operation: completed in 86.906 ms, heap usage 224.861 MB -> 41.216 MB. [2025-06-12T17:38:34.851Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:38:37.233Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:38:39.612Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:38:42.001Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:38:45.097Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:38:47.474Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:38:49.852Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:38:52.231Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:38:52.232Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (20262.779 ms) ====== [2025-06-12T17:38:52.232Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-06-12T17:38:52.232Z] GC before operation: completed in 82.746 ms, heap usage 278.427 MB -> 41.595 MB. [2025-06-12T17:38:54.635Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:38:57.809Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:39:00.189Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:39:02.570Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:39:04.946Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:39:07.325Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:39:09.703Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:39:12.089Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:39:12.089Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (20155.641 ms) ====== [2025-06-12T17:39:12.089Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-06-12T17:39:12.449Z] GC before operation: completed in 86.594 ms, heap usage 211.546 MB -> 41.368 MB. [2025-06-12T17:39:14.829Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:39:17.929Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:39:20.304Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:39:22.681Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:39:25.059Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:39:27.439Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:39:30.541Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:39:32.916Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:39:32.916Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (20256.420 ms) ====== [2025-06-12T17:39:32.917Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-06-12T17:39:32.917Z] GC before operation: completed in 81.622 ms, heap usage 195.739 MB -> 41.742 MB. [2025-06-12T17:39:35.294Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:39:37.672Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:39:40.877Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:39:43.256Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:39:45.633Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:39:48.014Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:39:50.392Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:39:52.770Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:39:52.770Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (20189.648 ms) ====== [2025-06-12T17:39:52.770Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-06-12T17:39:52.770Z] GC before operation: completed in 77.762 ms, heap usage 203.712 MB -> 41.515 MB. [2025-06-12T17:39:55.874Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:39:58.255Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:40:00.635Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:40:03.744Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:40:06.124Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:40:08.507Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:40:10.889Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:40:13.270Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:40:13.270Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (20204.315 ms) ====== [2025-06-12T17:40:13.270Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-06-12T17:40:13.270Z] GC before operation: completed in 96.225 ms, heap usage 244.467 MB -> 41.288 MB. [2025-06-12T17:40:16.373Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:40:18.753Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:40:21.130Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:40:23.508Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:40:26.610Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:40:28.369Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:40:31.471Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:40:33.847Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:40:33.848Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (20295.093 ms) ====== [2025-06-12T17:40:33.848Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-06-12T17:40:33.848Z] GC before operation: completed in 79.838 ms, heap usage 320.216 MB -> 41.699 MB. [2025-06-12T17:40:36.227Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:40:39.331Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:40:41.708Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:40:44.090Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:40:46.467Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:40:48.849Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:40:51.953Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:40:53.713Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:40:54.068Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (20335.222 ms) ====== [2025-06-12T17:40:54.068Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-06-12T17:40:54.068Z] GC before operation: completed in 84.210 ms, heap usage 411.696 MB -> 41.433 MB. [2025-06-12T17:40:56.545Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:40:59.651Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:41:02.035Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:41:04.416Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:41:06.796Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:41:09.175Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:41:12.282Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:41:14.067Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:41:14.428Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (20285.220 ms) ====== [2025-06-12T17:41:14.428Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-06-12T17:41:14.428Z] GC before operation: completed in 85.518 ms, heap usage 236.084 MB -> 41.166 MB. [2025-06-12T17:41:17.532Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:41:19.911Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:41:22.287Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:41:25.391Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:41:27.148Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:41:30.250Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:41:32.625Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:41:35.000Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:41:35.000Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (20323.282 ms) ====== [2025-06-12T17:41:35.000Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-06-12T17:41:35.000Z] GC before operation: completed in 80.704 ms, heap usage 135.831 MB -> 41.507 MB. [2025-06-12T17:41:37.376Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:41:40.479Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:41:42.858Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:41:45.238Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:41:47.615Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:41:49.992Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:41:52.369Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:41:54.751Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:41:54.751Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (20163.238 ms) ====== [2025-06-12T17:41:54.751Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-06-12T17:41:55.104Z] GC before operation: completed in 82.922 ms, heap usage 213.903 MB -> 41.315 MB. [2025-06-12T17:41:58.205Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:42:00.582Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:42:02.960Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:42:05.338Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:42:07.792Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:42:10.168Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:42:13.269Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:42:15.645Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:42:15.645Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (20262.240 ms) ====== [2025-06-12T17:42:15.645Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-06-12T17:42:15.645Z] GC before operation: completed in 77.573 ms, heap usage 368.852 MB -> 41.726 MB. [2025-06-12T17:42:18.025Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:42:20.401Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:42:23.501Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:42:25.878Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:42:28.251Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:42:30.625Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:42:33.004Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:42:35.462Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:42:35.462Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (20205.022 ms) ====== [2025-06-12T17:42:35.462Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-06-12T17:42:35.462Z] GC before operation: completed in 92.137 ms, heap usage 263.864 MB -> 41.465 MB. [2025-06-12T17:42:38.561Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:42:40.941Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:42:43.317Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:42:46.419Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:42:48.793Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:42:51.167Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:42:53.544Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:42:55.916Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:42:55.916Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (20202.486 ms) ====== [2025-06-12T17:42:55.916Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-06-12T17:42:55.916Z] GC before operation: completed in 77.797 ms, heap usage 89.765 MB -> 41.155 MB. [2025-06-12T17:42:59.014Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:43:01.387Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:43:03.760Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:43:06.136Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:43:09.234Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:43:11.606Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:43:13.979Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:43:16.353Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:43:16.353Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (20132.429 ms) ====== [2025-06-12T17:43:16.353Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-06-12T17:43:16.353Z] GC before operation: completed in 76.383 ms, heap usage 375.404 MB -> 41.648 MB. [2025-06-12T17:43:18.733Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:43:21.831Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:43:24.208Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:43:26.585Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:43:28.960Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:43:31.334Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:43:33.708Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:43:36.084Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:43:36.084Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (20064.786 ms) ====== [2025-06-12T17:43:36.084Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-06-12T17:43:36.436Z] GC before operation: completed in 81.756 ms, heap usage 135.822 MB -> 41.343 MB. [2025-06-12T17:43:38.822Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:43:41.922Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:43:44.300Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:43:46.675Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:43:49.050Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:43:51.477Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:43:53.878Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:43:56.255Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:43:56.255Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (20107.724 ms) ====== [2025-06-12T17:43:56.255Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-06-12T17:43:56.610Z] GC before operation: completed in 80.177 ms, heap usage 147.643 MB -> 41.720 MB. [2025-06-12T17:43:58.990Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:44:02.089Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:44:04.467Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:44:06.846Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:44:09.220Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:44:11.599Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:44:14.049Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:44:17.149Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:44:17.149Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (20227.506 ms) ====== [2025-06-12T17:44:17.149Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-06-12T17:44:17.149Z] GC before operation: completed in 80.314 ms, heap usage 206.942 MB -> 41.531 MB. [2025-06-12T17:44:19.523Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:44:21.900Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:44:24.998Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:44:27.375Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:44:29.751Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:44:32.125Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:44:34.504Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:44:36.879Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:44:36.879Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (20174.475 ms) ====== [2025-06-12T17:44:36.880Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-06-12T17:44:36.880Z] GC before operation: completed in 85.800 ms, heap usage 66.066 MB -> 41.180 MB. [2025-06-12T17:44:39.979Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:44:42.354Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:44:44.729Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:44:47.846Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:44:49.602Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:44:52.727Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:44:54.483Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:44:56.889Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:44:57.252Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (20058.398 ms) ====== [2025-06-12T17:44:57.252Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-06-12T17:44:57.252Z] GC before operation: completed in 77.630 ms, heap usage 242.519 MB -> 41.682 MB. [2025-06-12T17:45:00.349Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:45:02.723Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:45:05.097Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:45:07.472Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:45:09.865Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:45:12.966Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:45:14.720Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:45:17.819Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:45:17.819Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (20143.336 ms) ====== [2025-06-12T17:45:17.819Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-06-12T17:45:17.819Z] GC before operation: completed in 82.644 ms, heap usage 404.611 MB -> 41.489 MB. [2025-06-12T17:45:20.208Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:45:22.597Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:45:25.699Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:45:28.076Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:45:30.453Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:45:32.828Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:45:35.204Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:45:37.581Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:45:37.581Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (20151.297 ms) ====== [2025-06-12T17:45:37.581Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-06-12T17:45:37.581Z] GC before operation: completed in 87.565 ms, heap usage 145.435 MB -> 41.186 MB. [2025-06-12T17:45:40.679Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:45:43.053Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:45:45.433Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:45:48.529Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:45:50.905Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:45:53.279Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:45:55.657Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:45:58.032Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:45:58.032Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (20167.618 ms) ====== [2025-06-12T17:45:58.032Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-06-12T17:45:58.032Z] GC before operation: completed in 80.317 ms, heap usage 185.822 MB -> 41.598 MB. [2025-06-12T17:46:00.408Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:46:03.503Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:46:05.875Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:46:08.250Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:46:10.629Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:46:13.021Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:46:15.400Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:46:17.778Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:46:17.778Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (20041.811 ms) ====== [2025-06-12T17:46:17.778Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-06-12T17:46:18.129Z] GC before operation: completed in 79.426 ms, heap usage 136.455 MB -> 41.333 MB. [2025-06-12T17:46:21.224Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:46:23.605Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:46:25.976Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:46:28.355Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:46:30.726Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:46:33.826Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:46:36.213Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:46:38.587Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:46:38.587Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (20236.405 ms) ====== [2025-06-12T17:46:38.587Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-06-12T17:46:38.587Z] GC before operation: completed in 80.826 ms, heap usage 382.302 MB -> 41.781 MB. [2025-06-12T17:46:40.960Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:46:44.052Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:46:46.427Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:46:48.815Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:46:51.192Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:46:53.563Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:46:55.935Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:46:58.317Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:46:58.317Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (20094.022 ms) ====== [2025-06-12T17:46:58.317Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-06-12T17:46:58.317Z] GC before operation: completed in 81.126 ms, heap usage 243.188 MB -> 41.516 MB. [2025-06-12T17:47:01.414Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:47:03.789Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:47:06.888Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:47:09.266Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:47:11.637Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:47:14.035Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:47:16.408Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:47:18.805Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:47:18.805Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (20160.479 ms) ====== [2025-06-12T17:47:18.805Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-06-12T17:47:18.805Z] GC before operation: completed in 80.456 ms, heap usage 269.907 MB -> 41.288 MB. [2025-06-12T17:47:21.903Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-12T17:47:24.278Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-12T17:47:26.654Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-12T17:47:29.031Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-12T17:47:31.408Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-12T17:47:33.779Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-12T17:47:36.877Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-12T17:47:38.632Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-12T17:47:38.985Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (20083.329 ms) ====== [2025-06-12T17:47:39.338Z] ----------------------------------- [2025-06-12T17:47:39.338Z] renaissance-gauss-mix_0_PASSED [2025-06-12T17:47:39.338Z] ----------------------------------- [2025-06-12T17:47:39.338Z] [2025-06-12T17:47:39.338Z] TEST TEARDOWN: [2025-06-12T17:47:39.338Z] Nothing to be done for teardown. [2025-06-12T17:47:39.338Z] renaissance-gauss-mix_0 Finish Time: Thu Jun 12 18:47:39 2025 Epoch Time (ms): 1749750459034