renaissance-gauss-mix_0

[2025-12-20T12:52:26.802Z] Running test renaissance-gauss-mix_0 ... [2025-12-20T12:52:26.802Z] =============================================== [2025-12-20T12:52:26.802Z] renaissance-gauss-mix_0 Start Time: Sat Dec 20 07:52:26 2025 Epoch Time (ms): 1766235146740 [2025-12-20T12:52:26.802Z] variation: NoOptions [2025-12-20T12:52:26.802Z] JVM_OPTIONS: [2025-12-20T12:52:26.802Z] { \ [2025-12-20T12:52:26.802Z] echo ""; echo "TEST SETUP:"; \ [2025-12-20T12:52:26.802Z] echo "Nothing to be done for setup."; \ [2025-12-20T12:52:26.802Z] mkdir -p "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17662348864771/renaissance-gauss-mix_0"; \ [2025-12-20T12:52:26.802Z] cd "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17662348864771/renaissance-gauss-mix_0"; \ [2025-12-20T12:52:26.802Z] echo ""; echo "TESTING:"; \ [2025-12-20T12:52:26.802Z] "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/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/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17662348864771/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-12-20T12:52:26.802Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/..; rm -f -r "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17662348864771/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-12-20T12:52:26.802Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-12-20T12:52:26.802Z] echo "Nothing to be done for teardown."; \ [2025-12-20T12:52:26.802Z] } 2>&1 | tee -a "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17662348864771/TestTargetResult"; [2025-12-20T12:52:26.802Z] [2025-12-20T12:52:26.802Z] TEST SETUP: [2025-12-20T12:52:26.802Z] Nothing to be done for setup. [2025-12-20T12:52:26.802Z] [2025-12-20T12:52:26.802Z] TESTING: [2025-12-20T12:52:27.555Z] WARNING: A terminally deprecated method in sun.misc.Unsafe has been called [2025-12-20T12:52:27.555Z] WARNING: sun.misc.Unsafe::objectFieldOffset has been called by scala.runtime.LazyVals$ (file:/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/output_17662348864771/renaissance-gauss-mix_0/launcher-075226-15462810890629584551/renaissance-harness_3/lib/scala3-library_3-3.3.4.jar) [2025-12-20T12:52:27.555Z] WARNING: Please consider reporting this to the maintainers of class scala.runtime.LazyVals$ [2025-12-20T12:52:27.555Z] WARNING: sun.misc.Unsafe::objectFieldOffset will be removed in a future release [2025-12-20T12:52:29.927Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 4) threads. [2025-12-20T12:52:29.927Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-12-20T12:52:29.927Z] GC before operation: completed in 16.885 ms, heap usage 38.566 MB -> 29.539 MB. [2025-12-20T12:52:33.134Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:52:34.413Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:52:35.858Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:52:36.633Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:52:37.391Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:52:38.147Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:52:38.904Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:52:39.654Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:52:39.654Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (9709.427 ms) ====== [2025-12-20T12:52:39.654Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-12-20T12:52:39.654Z] GC before operation: completed in 34.888 ms, heap usage 185.252 MB -> 37.337 MB. [2025-12-20T12:52:40.424Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:52:41.180Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:52:41.950Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:52:42.302Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:52:43.065Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:52:43.845Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:52:44.202Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:52:44.976Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:52:44.976Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (5142.663 ms) ====== [2025-12-20T12:52:44.976Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-12-20T12:52:44.976Z] GC before operation: completed in 26.922 ms, heap usage 99.625 MB -> 39.074 MB. [2025-12-20T12:52:45.342Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:52:46.114Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:52:46.473Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:52:47.264Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:52:47.627Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:52:48.386Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:52:49.147Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:52:49.913Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:52:49.913Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (5018.542 ms) ====== [2025-12-20T12:52:49.913Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-12-20T12:52:49.913Z] GC before operation: completed in 25.173 ms, heap usage 97.031 MB -> 40.702 MB. [2025-12-20T12:52:50.696Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:52:51.060Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:52:51.835Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:52:52.266Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:52:53.070Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:52:53.848Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:52:54.206Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:52:54.984Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:52:54.984Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (5091.108 ms) ====== [2025-12-20T12:52:54.984Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-12-20T12:52:54.984Z] GC before operation: completed in 20.433 ms, heap usage 62.551 MB -> 41.722 MB. [2025-12-20T12:52:55.803Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:52:56.192Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:52:56.964Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:52:57.319Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:52:58.090Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:52:58.870Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:52:59.687Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:00.049Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:00.049Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (5024.570 ms) ====== [2025-12-20T12:53:00.049Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-12-20T12:53:00.049Z] GC before operation: completed in 47.997 ms, heap usage 147.553 MB -> 41.444 MB. [2025-12-20T12:53:00.846Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:01.619Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:02.393Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:02.766Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:03.536Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:03.893Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:04.247Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:05.015Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:05.015Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (4709.912 ms) ====== [2025-12-20T12:53:05.015Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-12-20T12:53:05.015Z] GC before operation: completed in 20.896 ms, heap usage 104.281 MB -> 41.957 MB. [2025-12-20T12:53:05.370Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:05.737Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:06.494Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:06.843Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:07.619Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:07.972Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:08.325Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:08.801Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:08.801Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (3919.121 ms) ====== [2025-12-20T12:53:08.801Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-12-20T12:53:08.801Z] GC before operation: completed in 20.939 ms, heap usage 100.112 MB -> 41.759 MB. [2025-12-20T12:53:09.203Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:09.976Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:10.331Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:10.684Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:11.443Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:11.800Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:12.170Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:12.943Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:12.943Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (4082.701 ms) ====== [2025-12-20T12:53:12.943Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-12-20T12:53:12.943Z] GC before operation: completed in 19.895 ms, heap usage 113.141 MB -> 42.038 MB. [2025-12-20T12:53:13.308Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:13.721Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:14.096Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:14.877Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:15.246Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:15.608Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:16.370Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:16.730Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:16.730Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (3831.945 ms) ====== [2025-12-20T12:53:16.730Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-12-20T12:53:16.730Z] GC before operation: completed in 20.075 ms, heap usage 162.151 MB -> 41.998 MB. [2025-12-20T12:53:17.087Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:17.852Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:18.215Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:18.570Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:18.934Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:19.695Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:20.062Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:20.415Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:20.415Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (3846.811 ms) ====== [2025-12-20T12:53:20.415Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-12-20T12:53:20.415Z] GC before operation: completed in 20.636 ms, heap usage 229.729 MB -> 41.638 MB. [2025-12-20T12:53:21.185Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:21.546Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:21.924Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:22.708Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:23.067Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:23.419Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:24.176Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:24.536Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:24.536Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (4025.225 ms) ====== [2025-12-20T12:53:24.536Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-12-20T12:53:24.536Z] GC before operation: completed in 20.172 ms, heap usage 221.220 MB -> 42.140 MB. [2025-12-20T12:53:25.328Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:25.706Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:26.065Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:26.424Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:27.206Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:27.581Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:27.938Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:28.302Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:28.302Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (3779.750 ms) ====== [2025-12-20T12:53:28.302Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-12-20T12:53:28.302Z] GC before operation: completed in 19.783 ms, heap usage 113.352 MB -> 41.836 MB. [2025-12-20T12:53:29.071Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:29.441Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:29.805Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:30.162Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:30.929Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:31.290Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:31.654Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:32.445Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:32.445Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (3790.336 ms) ====== [2025-12-20T12:53:32.445Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-12-20T12:53:32.445Z] GC before operation: completed in 20.241 ms, heap usage 170.565 MB -> 41.570 MB. [2025-12-20T12:53:32.805Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:33.178Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:33.544Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:34.370Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:34.748Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:35.107Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:35.470Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:36.249Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:36.249Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (3859.697 ms) ====== [2025-12-20T12:53:36.249Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-12-20T12:53:36.249Z] GC before operation: completed in 20.659 ms, heap usage 296.740 MB -> 42.058 MB. [2025-12-20T12:53:36.636Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:36.999Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:37.359Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:38.117Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:38.471Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:38.820Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:39.213Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:39.981Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:39.981Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (3703.729 ms) ====== [2025-12-20T12:53:39.981Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-12-20T12:53:39.981Z] GC before operation: completed in 20.485 ms, heap usage 152.820 MB -> 41.624 MB. [2025-12-20T12:53:40.345Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:40.708Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:41.471Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:41.837Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:42.189Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:42.566Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:43.365Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:43.738Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:43.738Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (3849.248 ms) ====== [2025-12-20T12:53:43.738Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-12-20T12:53:43.738Z] GC before operation: completed in 20.412 ms, heap usage 162.845 MB -> 42.202 MB. [2025-12-20T12:53:44.108Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:44.884Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:45.248Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:45.641Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:46.013Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:46.366Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:46.742Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:47.104Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:47.104Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (3553.794 ms) ====== [2025-12-20T12:53:47.104Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-12-20T12:53:47.455Z] GC before operation: completed in 20.663 ms, heap usage 219.310 MB -> 42.061 MB. [2025-12-20T12:53:47.821Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:48.181Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:48.550Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:49.340Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:49.706Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:50.067Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:50.440Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:51.211Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:51.211Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (3760.809 ms) ====== [2025-12-20T12:53:51.211Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-12-20T12:53:51.211Z] GC before operation: completed in 20.494 ms, heap usage 218.991 MB -> 41.597 MB. [2025-12-20T12:53:51.580Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:51.999Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:52.354Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:52.716Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:53.066Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:53.825Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:54.180Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:54.536Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:54.536Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (3584.410 ms) ====== [2025-12-20T12:53:54.536Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-12-20T12:53:54.536Z] GC before operation: completed in 20.222 ms, heap usage 145.270 MB -> 42.126 MB. [2025-12-20T12:53:55.317Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:55.677Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:56.041Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:53:56.392Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:53:57.143Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:53:57.490Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:53:57.848Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:53:58.675Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:53:58.675Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (3759.713 ms) ====== [2025-12-20T12:53:58.675Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-12-20T12:53:58.675Z] GC before operation: completed in 20.100 ms, heap usage 93.492 MB -> 41.872 MB. [2025-12-20T12:53:59.033Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:53:59.389Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:53:59.742Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:00.101Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:00.452Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:00.844Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:01.605Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:01.958Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:01.958Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (3386.541 ms) ====== [2025-12-20T12:54:01.958Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-12-20T12:54:01.958Z] GC before operation: completed in 20.925 ms, heap usage 137.046 MB -> 41.541 MB. [2025-12-20T12:54:02.310Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:02.673Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:03.447Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:03.800Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:04.154Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:04.908Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:05.259Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:05.613Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:05.613Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (3690.420 ms) ====== [2025-12-20T12:54:05.613Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-12-20T12:54:05.613Z] GC before operation: completed in 20.773 ms, heap usage 421.410 MB -> 42.178 MB. [2025-12-20T12:54:05.966Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:06.758Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:07.112Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:07.459Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:07.807Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:08.592Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:08.946Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:09.300Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:09.300Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (3847.675 ms) ====== [2025-12-20T12:54:09.300Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-12-20T12:54:09.300Z] GC before operation: completed in 20.835 ms, heap usage 266.593 MB -> 41.713 MB. [2025-12-20T12:54:10.066Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:10.417Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:10.768Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:11.529Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:11.888Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:12.248Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:12.609Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:13.397Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:13.397Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (3801.152 ms) ====== [2025-12-20T12:54:13.397Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-12-20T12:54:13.397Z] GC before operation: completed in 20.287 ms, heap usage 112.884 MB -> 42.080 MB. [2025-12-20T12:54:13.767Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:14.127Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:14.918Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:15.286Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:15.649Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:16.002Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:16.828Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:17.191Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:17.191Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (3837.497 ms) ====== [2025-12-20T12:54:17.192Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-12-20T12:54:17.192Z] GC before operation: completed in 20.448 ms, heap usage 113.224 MB -> 41.938 MB. [2025-12-20T12:54:17.560Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:17.915Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:18.281Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:19.053Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:19.402Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:19.764Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:20.127Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:20.495Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:20.843Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (3556.744 ms) ====== [2025-12-20T12:54:20.843Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-12-20T12:54:20.843Z] GC before operation: completed in 21.507 ms, heap usage 113.037 MB -> 41.582 MB. [2025-12-20T12:54:21.199Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:21.558Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:21.931Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:22.699Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:23.063Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:23.426Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:24.202Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:24.560Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:24.560Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (3751.149 ms) ====== [2025-12-20T12:54:24.560Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-12-20T12:54:24.560Z] GC before operation: completed in 20.465 ms, heap usage 108.351 MB -> 42.034 MB. [2025-12-20T12:54:24.916Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:25.285Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:25.651Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:26.009Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:26.776Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:27.132Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:27.480Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:27.839Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:27.839Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (3338.327 ms) ====== [2025-12-20T12:54:27.839Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-12-20T12:54:27.839Z] GC before operation: completed in 20.440 ms, heap usage 114.947 MB -> 41.879 MB. [2025-12-20T12:54:28.206Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:28.567Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:29.335Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:29.684Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:30.034Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:30.384Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:31.139Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:31.508Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:31.508Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (3606.323 ms) ====== [2025-12-20T12:54:31.508Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-12-20T12:54:31.508Z] GC before operation: completed in 19.775 ms, heap usage 183.559 MB -> 42.267 MB. [2025-12-20T12:54:31.857Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:32.617Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:32.984Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:33.341Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:33.694Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:34.043Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:34.803Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:35.161Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:35.161Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (3720.755 ms) ====== [2025-12-20T12:54:35.161Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-12-20T12:54:35.161Z] GC before operation: completed in 20.531 ms, heap usage 297.587 MB -> 42.108 MB. [2025-12-20T12:54:35.529Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:36.302Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:36.669Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:37.021Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:37.378Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:37.729Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:38.079Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:38.430Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:38.430Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (3367.405 ms) ====== [2025-12-20T12:54:38.430Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-12-20T12:54:38.430Z] GC before operation: completed in 21.262 ms, heap usage 390.054 MB -> 42.033 MB. [2025-12-20T12:54:39.202Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:39.560Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:39.919Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:40.269Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:41.025Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:41.376Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:41.724Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:42.509Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:42.509Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (3766.710 ms) ====== [2025-12-20T12:54:42.509Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-12-20T12:54:42.509Z] GC before operation: completed in 19.990 ms, heap usage 201.786 MB -> 42.134 MB. [2025-12-20T12:54:42.863Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:43.217Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:43.989Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:44.337Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:44.695Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:45.052Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:45.415Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:46.173Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:46.173Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (3693.921 ms) ====== [2025-12-20T12:54:46.173Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-12-20T12:54:46.173Z] GC before operation: completed in 21.051 ms, heap usage 71.185 MB -> 41.903 MB. [2025-12-20T12:54:46.528Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:47.021Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:47.378Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:48.138Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:48.491Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:48.845Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:49.605Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:49.961Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:49.961Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (3803.340 ms) ====== [2025-12-20T12:54:49.961Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-12-20T12:54:49.961Z] GC before operation: completed in 20.753 ms, heap usage 230.062 MB -> 41.685 MB. [2025-12-20T12:54:50.310Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:51.072Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:51.421Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:51.779Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:52.128Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:52.959Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:53.319Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:53.669Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:53.669Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (3765.489 ms) ====== [2025-12-20T12:54:53.669Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-12-20T12:54:53.669Z] GC before operation: completed in 20.347 ms, heap usage 270.814 MB -> 42.177 MB. [2025-12-20T12:54:54.017Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:54.782Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:55.129Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:55.484Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:55.832Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:56.183Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:54:56.941Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:54:57.296Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:54:57.296Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (3525.723 ms) ====== [2025-12-20T12:54:57.296Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-12-20T12:54:57.296Z] GC before operation: completed in 19.930 ms, heap usage 129.028 MB -> 41.889 MB. [2025-12-20T12:54:57.653Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:54:58.008Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:54:58.781Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:54:59.151Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:54:59.511Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:54:59.867Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:55:00.653Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:55:01.012Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:55:01.012Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (3707.847 ms) ====== [2025-12-20T12:55:01.012Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-12-20T12:55:01.012Z] GC before operation: completed in 21.274 ms, heap usage 92.943 MB -> 42.080 MB. [2025-12-20T12:55:01.377Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:55:01.744Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:55:02.531Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:55:02.892Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:55:03.251Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:55:03.606Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:55:04.372Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:55:04.738Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:55:04.738Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (3667.390 ms) ====== [2025-12-20T12:55:04.738Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-12-20T12:55:04.738Z] GC before operation: completed in 20.884 ms, heap usage 75.887 MB -> 41.882 MB. [2025-12-20T12:55:05.095Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:55:05.459Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:55:06.289Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:55:06.654Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:55:07.018Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:55:07.369Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:55:08.137Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:55:08.498Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:55:08.498Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (3836.929 ms) ====== [2025-12-20T12:55:08.498Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-12-20T12:55:08.498Z] GC before operation: completed in 19.620 ms, heap usage 59.662 MB -> 41.693 MB. [2025-12-20T12:55:08.850Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-20T12:55:09.615Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-20T12:55:09.984Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-20T12:55:10.350Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-20T12:55:10.701Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-20T12:55:11.457Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-20T12:55:11.818Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-20T12:55:12.179Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-20T12:55:12.179Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (3748.036 ms) ====== [2025-12-20T12:55:12.545Z] ----------------------------------- [2025-12-20T12:55:12.545Z] renaissance-gauss-mix_0_PASSED [2025-12-20T12:55:12.545Z] ----------------------------------- [2025-12-20T12:55:12.545Z] [2025-12-20T12:55:12.545Z] TEST TEARDOWN: [2025-12-20T12:55:12.545Z] Nothing to be done for teardown. [2025-12-20T12:55:12.545Z] renaissance-gauss-mix_0 Finish Time: Sat Dec 20 07:55:12 2025 Epoch Time (ms): 1766235312187