[2025-11-19T23:37:36.931Z] Running test renaissance-gauss-mix_0 ... [2025-11-19T23:37:37.246Z] =============================================== [2025-11-19T23:37:37.246Z] renaissance-gauss-mix_0 Start Time: Wed Nov 19 23:37:37 2025 Epoch Time (ms): 1763595457081 [2025-11-19T23:37:37.246Z] variation: NoOptions [2025-11-19T23:37:37.602Z] JVM_OPTIONS: [2025-11-19T23:37:37.602Z] { \ [2025-11-19T23:37:37.602Z] echo ""; echo "TEST SETUP:"; \ [2025-11-19T23:37:37.602Z] echo "Nothing to be done for setup."; \ [2025-11-19T23:37:37.602Z] mkdir -p "C:/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_windows/aqa-tests/\\TKG\\output_17635935998036\\renaissance-gauss-mix_0"; \ [2025-11-19T23:37:37.602Z] cd "C:/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_windows/aqa-tests/\\TKG\\output_17635935998036\\renaissance-gauss-mix_0"; \ [2025-11-19T23:37:37.602Z] echo ""; echo "TESTING:"; \ [2025-11-19T23:37:37.603Z] "c:/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_windows/jdkbinary/j2sdk-image\\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 "C:/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_windows/aqa-tests///..//jvmtest\\perf\\renaissance\\renaissance.jar" --json ""C:/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_windows/aqa-tests/\\TKG\\output_17635935998036\\renaissance-gauss-mix_0"\\gauss-mix.json" gauss-mix; \ [2025-11-19T23:37:37.603Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd C:/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_windows/aqa-tests/; rm -f -r "C:/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_windows/aqa-tests/\\TKG\\output_17635935998036\\renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-11-19T23:37:37.603Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-11-19T23:37:37.603Z] echo "Nothing to be done for teardown."; \ [2025-11-19T23:37:37.603Z] } 2>&1 | tee -a "C:/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_windows/aqa-tests/\\TKG\\output_17635935998036\\TestTargetResult"; [2025-11-19T23:37:37.603Z] [2025-11-19T23:37:37.603Z] TEST SETUP: [2025-11-19T23:37:37.603Z] Nothing to be done for setup. [2025-11-19T23:37:37.603Z] [2025-11-19T23:37:37.603Z] TESTING: [2025-11-19T23:37:56.594Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 2 (out of 2) threads. [2025-11-19T23:37:56.594Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-11-19T23:37:56.594Z] GC before operation: completed in 40.789 ms, heap usage 33.096 MB -> 29.419 MB. [2025-11-19T23:38:09.182Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:38:15.079Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:38:19.474Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:38:23.703Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:38:29.382Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:38:32.791Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:38:37.685Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:38:42.312Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:38:42.312Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (47646.745 ms) ====== [2025-11-19T23:38:42.312Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-11-19T23:38:42.691Z] GC before operation: completed in 122.001 ms, heap usage 58.935 MB -> 37.170 MB. [2025-11-19T23:38:47.345Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:38:51.898Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:38:56.074Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:39:00.248Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:39:04.826Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:39:09.287Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:39:12.855Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:39:17.310Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:39:17.310Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (34541.175 ms) ====== [2025-11-19T23:39:17.310Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-11-19T23:39:17.310Z] GC before operation: completed in 81.256 ms, heap usage 68.926 MB -> 38.579 MB. [2025-11-19T23:39:21.563Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:39:25.874Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:39:30.285Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:39:35.311Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:39:38.539Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:39:42.686Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:39:46.509Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:39:50.672Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:39:50.672Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (33731.051 ms) ====== [2025-11-19T23:39:50.672Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-11-19T23:39:50.672Z] GC before operation: completed in 80.237 ms, heap usage 183.646 MB -> 40.146 MB. [2025-11-19T23:39:55.846Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:39:59.800Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:40:03.650Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:40:07.693Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:40:13.291Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:40:17.369Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:40:20.670Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:40:24.949Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:40:24.949Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (34110.141 ms) ====== [2025-11-19T23:40:24.949Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-11-19T23:40:24.949Z] GC before operation: completed in 79.706 ms, heap usage 54.221 MB -> 40.882 MB. [2025-11-19T23:40:30.302Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:40:34.603Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:40:38.310Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:40:42.864Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:40:46.390Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:40:52.038Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:40:56.884Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:41:01.520Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:41:01.520Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (36226.933 ms) ====== [2025-11-19T23:41:01.520Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-11-19T23:41:01.520Z] GC before operation: completed in 83.710 ms, heap usage 139.717 MB -> 40.873 MB. [2025-11-19T23:41:07.428Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:41:12.460Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:41:17.800Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:41:22.196Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:41:26.343Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:41:30.429Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:41:34.489Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:41:37.882Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:41:37.882Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (36726.517 ms) ====== [2025-11-19T23:41:37.882Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-11-19T23:41:38.368Z] GC before operation: completed in 81.472 ms, heap usage 49.900 MB -> 41.018 MB. [2025-11-19T23:41:43.383Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:41:47.303Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:41:51.348Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:41:55.343Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:41:59.496Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:42:03.655Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:42:07.703Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:42:12.110Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:42:12.110Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (33480.719 ms) ====== [2025-11-19T23:42:12.110Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-11-19T23:42:12.110Z] GC before operation: completed in 74.026 ms, heap usage 122.534 MB -> 41.000 MB. [2025-11-19T23:42:16.488Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:42:20.427Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:42:25.162Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:42:29.006Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:42:33.311Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:42:37.269Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:42:40.680Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:42:44.924Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:42:44.924Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (32911.605 ms) ====== [2025-11-19T23:42:44.924Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-11-19T23:42:44.924Z] GC before operation: completed in 70.489 ms, heap usage 83.873 MB -> 41.177 MB. [2025-11-19T23:42:49.012Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:42:53.012Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:42:57.227Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:43:02.390Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:43:05.919Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:43:09.703Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:43:14.141Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:43:17.532Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:43:17.532Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (32919.580 ms) ====== [2025-11-19T23:43:17.532Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-11-19T23:43:17.532Z] GC before operation: completed in 68.808 ms, heap usage 62.179 MB -> 40.987 MB. [2025-11-19T23:43:22.298Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:43:26.151Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:43:30.045Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:43:35.002Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:43:39.078Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:43:42.915Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:43:46.347Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:43:50.215Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:43:50.215Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (32614.787 ms) ====== [2025-11-19T23:43:50.215Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-11-19T23:43:50.215Z] GC before operation: completed in 69.700 ms, heap usage 154.881 MB -> 41.437 MB. [2025-11-19T23:43:55.284Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:43:59.796Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:44:03.889Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:44:08.798Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:44:11.971Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:44:16.189Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:44:20.553Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:44:24.946Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:44:24.946Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (33958.564 ms) ====== [2025-11-19T23:44:24.946Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-11-19T23:44:24.946Z] GC before operation: completed in 75.918 ms, heap usage 71.981 MB -> 41.132 MB. [2025-11-19T23:44:28.827Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:44:33.069Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:44:37.020Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:44:42.336Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:44:46.302Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:44:49.455Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:44:54.022Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:44:57.895Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:44:57.895Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (33591.084 ms) ====== [2025-11-19T23:44:57.895Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-11-19T23:44:57.895Z] GC before operation: completed in 69.614 ms, heap usage 83.414 MB -> 41.015 MB. [2025-11-19T23:45:02.820Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:45:07.240Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:45:11.205Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:45:15.101Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:45:19.142Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:45:23.204Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:45:27.195Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:45:31.140Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:45:31.141Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (32745.468 ms) ====== [2025-11-19T23:45:31.141Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-11-19T23:45:31.141Z] GC before operation: completed in 76.429 ms, heap usage 83.513 MB -> 40.852 MB. [2025-11-19T23:45:35.212Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:45:39.971Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:45:43.772Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:45:47.831Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:45:51.811Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:45:55.458Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:45:59.831Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:46:03.152Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:46:03.152Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (32333.719 ms) ====== [2025-11-19T23:46:03.152Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-11-19T23:46:03.152Z] GC before operation: completed in 70.838 ms, heap usage 98.546 MB -> 41.120 MB. [2025-11-19T23:46:08.528Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:46:11.867Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:46:16.168Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:46:20.476Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:46:24.657Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:46:28.143Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:46:32.459Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:46:36.902Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:46:36.902Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (32949.886 ms) ====== [2025-11-19T23:46:36.902Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-11-19T23:46:36.902Z] GC before operation: completed in 71.895 ms, heap usage 84.086 MB -> 40.974 MB. [2025-11-19T23:46:41.232Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:46:45.350Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:46:48.662Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:46:52.895Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:46:57.247Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:47:01.409Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:47:04.770Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:47:08.915Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:47:08.915Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (32341.946 ms) ====== [2025-11-19T23:47:08.915Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-11-19T23:47:08.915Z] GC before operation: completed in 74.074 ms, heap usage 106.540 MB -> 41.296 MB. [2025-11-19T23:47:13.489Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:47:17.803Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:47:21.457Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:47:25.324Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:47:29.743Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:47:34.136Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:47:39.493Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:47:44.100Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:47:44.100Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (34816.542 ms) ====== [2025-11-19T23:47:44.100Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-11-19T23:47:44.100Z] GC before operation: completed in 66.526 ms, heap usage 77.249 MB -> 41.040 MB. [2025-11-19T23:47:48.341Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:47:52.634Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:47:56.879Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:48:00.216Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:48:04.737Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:48:08.064Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:48:12.164Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:48:15.534Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:48:15.534Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (32007.133 ms) ====== [2025-11-19T23:48:15.534Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-11-19T23:48:15.534Z] GC before operation: completed in 71.038 ms, heap usage 212.364 MB -> 40.988 MB. [2025-11-19T23:48:20.796Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:48:24.357Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:48:28.759Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:48:32.863Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:48:36.298Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:48:40.476Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:48:44.759Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:48:48.388Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:48:48.388Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (32776.355 ms) ====== [2025-11-19T23:48:48.388Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-11-19T23:48:48.735Z] GC before operation: completed in 80.385 ms, heap usage 98.335 MB -> 41.201 MB. [2025-11-19T23:48:54.141Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:48:59.451Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:49:04.035Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:49:09.394Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:49:13.641Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:49:17.929Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:49:22.395Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:49:25.945Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:49:25.945Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (37155.771 ms) ====== [2025-11-19T23:49:25.945Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-11-19T23:49:25.945Z] GC before operation: completed in 71.820 ms, heap usage 54.669 MB -> 41.021 MB. [2025-11-19T23:49:31.039Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:49:34.272Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:49:38.781Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:49:42.821Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:49:47.209Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:49:50.640Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:49:54.680Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:49:58.730Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:49:58.730Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (32544.295 ms) ====== [2025-11-19T23:49:58.730Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-11-19T23:49:58.730Z] GC before operation: completed in 69.659 ms, heap usage 123.405 MB -> 40.811 MB. [2025-11-19T23:50:02.857Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:50:07.782Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:50:11.270Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:50:15.274Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:50:19.331Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:50:23.359Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:50:27.461Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:50:31.279Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:50:31.279Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (32433.843 ms) ====== [2025-11-19T23:50:31.279Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-11-19T23:50:31.279Z] GC before operation: completed in 67.563 ms, heap usage 88.643 MB -> 41.184 MB. [2025-11-19T23:50:35.224Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:50:39.440Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:50:43.229Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:50:48.001Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:50:51.933Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:50:55.422Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:50:59.474Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:51:03.499Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:51:03.499Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (32102.805 ms) ====== [2025-11-19T23:51:03.499Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-11-19T23:51:03.499Z] GC before operation: completed in 69.249 ms, heap usage 84.415 MB -> 40.923 MB. [2025-11-19T23:51:07.653Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:51:12.012Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:51:16.172Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:51:19.431Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:51:23.621Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:51:27.657Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:51:31.149Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:51:34.666Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:51:34.666Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (31668.723 ms) ====== [2025-11-19T23:51:34.666Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-11-19T23:51:34.666Z] GC before operation: completed in 71.317 ms, heap usage 93.476 MB -> 41.218 MB. [2025-11-19T23:51:38.957Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:51:43.111Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:51:47.400Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:51:51.643Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:51:55.386Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:51:59.210Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:52:03.204Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:52:07.213Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:52:07.213Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (32199.446 ms) ====== [2025-11-19T23:52:07.213Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-11-19T23:52:07.213Z] GC before operation: completed in 67.443 ms, heap usage 160.611 MB -> 41.109 MB. [2025-11-19T23:52:11.333Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:52:15.301Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:52:20.106Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:52:24.152Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:52:28.468Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:52:31.805Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:52:36.050Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:52:39.445Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:52:39.445Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (32414.662 ms) ====== [2025-11-19T23:52:39.445Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-11-19T23:52:39.445Z] GC before operation: completed in 68.865 ms, heap usage 88.313 MB -> 40.899 MB. [2025-11-19T23:52:43.716Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:52:47.619Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:52:52.401Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:52:55.847Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:53:00.080Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:53:03.489Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:53:07.751Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:53:11.147Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:53:11.147Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (31334.233 ms) ====== [2025-11-19T23:53:11.147Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-11-19T23:53:11.147Z] GC before operation: completed in 69.635 ms, heap usage 83.279 MB -> 41.196 MB. [2025-11-19T23:53:15.792Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:53:19.409Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:53:23.475Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:53:27.793Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:53:31.429Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:53:35.156Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:53:38.658Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:53:42.241Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:53:42.241Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (31224.581 ms) ====== [2025-11-19T23:53:42.241Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-11-19T23:53:42.241Z] GC before operation: completed in 68.827 ms, heap usage 93.356 MB -> 40.999 MB. [2025-11-19T23:53:46.462Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:53:50.658Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:53:54.831Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:53:58.330Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:54:02.438Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:54:05.665Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:54:09.911Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:54:13.407Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:54:13.407Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (31172.586 ms) ====== [2025-11-19T23:54:13.407Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-11-19T23:54:13.407Z] GC before operation: completed in 66.399 ms, heap usage 83.330 MB -> 41.346 MB. [2025-11-19T23:54:17.998Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:54:22.169Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:54:26.482Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:54:30.598Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:54:33.996Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:54:37.990Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:54:41.366Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:54:45.636Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:54:45.636Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (31722.510 ms) ====== [2025-11-19T23:54:45.636Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-11-19T23:54:45.636Z] GC before operation: completed in 65.557 ms, heap usage 99.225 MB -> 41.111 MB. [2025-11-19T23:54:49.856Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:54:53.901Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:54:58.198Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:55:01.735Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:55:05.239Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:55:08.683Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:55:12.869Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:55:16.294Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:55:16.294Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (31208.136 ms) ====== [2025-11-19T23:55:16.294Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-11-19T23:55:16.708Z] GC before operation: completed in 76.795 ms, heap usage 84.006 MB -> 40.893 MB. [2025-11-19T23:55:20.791Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:55:25.235Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:55:29.237Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:55:33.313Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:55:36.690Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:55:40.956Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:55:44.223Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:55:48.415Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:55:48.415Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (31422.584 ms) ====== [2025-11-19T23:55:48.415Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-11-19T23:55:48.415Z] GC before operation: completed in 65.521 ms, heap usage 88.245 MB -> 41.322 MB. [2025-11-19T23:55:52.534Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:55:56.557Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:56:00.641Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:56:04.953Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:56:08.292Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:56:12.424Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:56:15.931Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:56:20.119Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:56:20.119Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (31605.458 ms) ====== [2025-11-19T23:56:20.119Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-11-19T23:56:20.119Z] GC before operation: completed in 66.537 ms, heap usage 243.097 MB -> 41.187 MB. [2025-11-19T23:56:24.521Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:56:28.611Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:56:31.945Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:56:36.381Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:56:39.995Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:56:43.236Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:56:47.364Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:56:51.346Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:56:51.346Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (31310.384 ms) ====== [2025-11-19T23:56:51.346Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-11-19T23:56:51.346Z] GC before operation: completed in 64.710 ms, heap usage 88.536 MB -> 40.856 MB. [2025-11-19T23:56:55.584Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:56:59.399Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:57:03.357Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:57:07.217Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:57:11.371Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:57:15.309Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:57:18.618Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:57:22.738Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:57:22.738Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (31297.262 ms) ====== [2025-11-19T23:57:22.738Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-11-19T23:57:22.738Z] GC before operation: completed in 67.885 ms, heap usage 83.237 MB -> 41.154 MB. [2025-11-19T23:57:26.913Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:57:30.788Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:57:34.724Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:57:38.506Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:57:42.655Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:57:46.101Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:57:50.304Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:57:53.475Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:57:53.932Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (31270.622 ms) ====== [2025-11-19T23:57:53.932Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-11-19T23:57:53.932Z] GC before operation: completed in 80.940 ms, heap usage 88.964 MB -> 40.993 MB. [2025-11-19T23:57:59.418Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:58:04.001Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:58:09.366Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:58:13.947Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:58:18.021Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:58:22.099Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:58:26.326Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:58:29.706Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:58:29.706Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (35950.653 ms) ====== [2025-11-19T23:58:29.706Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-11-19T23:58:29.706Z] GC before operation: completed in 66.694 ms, heap usage 132.201 MB -> 41.372 MB. [2025-11-19T23:58:34.469Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:58:38.610Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:58:43.468Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:58:46.612Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:58:50.096Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:58:54.064Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:58:58.133Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:59:02.200Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:59:02.200Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (31866.474 ms) ====== [2025-11-19T23:59:02.200Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-11-19T23:59:02.200Z] GC before operation: completed in 66.259 ms, heap usage 83.759 MB -> 41.079 MB. [2025-11-19T23:59:06.396Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:59:10.381Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:59:14.385Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:59:18.312Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:59:21.605Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:59:25.675Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T23:59:29.781Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T23:59:32.982Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T23:59:32.982Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (31146.527 ms) ====== [2025-11-19T23:59:32.982Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-11-19T23:59:32.982Z] GC before operation: completed in 64.248 ms, heap usage 84.036 MB -> 40.930 MB. [2025-11-19T23:59:36.955Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T23:59:41.833Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T23:59:45.611Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T23:59:48.898Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T23:59:53.284Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T23:59:56.353Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-20T00:00:00.589Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-20T00:00:04.669Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-20T00:00:04.669Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (31163.284 ms) ====== [2025-11-20T00:00:04.978Z] ----------------------------------- [2025-11-20T00:00:04.978Z] renaissance-gauss-mix_0_PASSED [2025-11-20T00:00:04.978Z] ----------------------------------- [2025-11-20T00:00:04.978Z] [2025-11-20T00:00:04.978Z] TEST TEARDOWN: [2025-11-20T00:00:04.978Z] Nothing to be done for teardown. [2025-11-20T00:00:05.287Z] renaissance-gauss-mix_0 Finish Time: Thu Nov 20 00:00:04 2025 Epoch Time (ms): 1763596804987