renaissance-gauss-mix_0

[2025-10-15T22:11:40.440Z] Running test renaissance-gauss-mix_0 ... [2025-10-15T22:11:40.440Z] =============================================== [2025-10-15T22:11:40.440Z] renaissance-gauss-mix_0 Start Time: Wed Oct 15 22:11:40 2025 Epoch Time (ms): 1760566300098 [2025-10-15T22:11:40.440Z] variation: NoOptions [2025-10-15T22:11:40.440Z] JVM_OPTIONS: [2025-10-15T22:11:40.440Z] { \ [2025-10-15T22:11:40.440Z] echo ""; echo "TEST SETUP:"; \ [2025-10-15T22:11:40.440Z] echo "Nothing to be done for setup."; \ [2025-10-15T22:11:40.440Z] mkdir -p "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17605652764535/renaissance-gauss-mix_0"; \ [2025-10-15T22:11:40.440Z] cd "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17605652764535/renaissance-gauss-mix_0"; \ [2025-10-15T22:11:40.440Z] echo ""; echo "TESTING:"; \ [2025-10-15T22:11:40.440Z] "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/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 "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17605652764535/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-10-15T22:11:40.440Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/..; rm -f -r "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17605652764535/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-10-15T22:11:40.440Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-10-15T22:11:40.440Z] echo "Nothing to be done for teardown."; \ [2025-10-15T22:11:40.440Z] } 2>&1 | tee -a "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17605652764535/TestTargetResult"; [2025-10-15T22:11:40.440Z] [2025-10-15T22:11:40.440Z] TEST SETUP: [2025-10-15T22:11:40.440Z] Nothing to be done for setup. [2025-10-15T22:11:40.440Z] [2025-10-15T22:11:40.440Z] TESTING: [2025-10-15T22:11:40.775Z] WARNING: A terminally deprecated method in sun.misc.Unsafe has been called [2025-10-15T22:11:40.775Z] WARNING: sun.misc.Unsafe::objectFieldOffset has been called by scala.runtime.LazyVals$ (file:/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/output_17605652764535/renaissance-gauss-mix_0/launcher-221140-2293556397850473115/renaissance-harness_3/lib/scala3-library_3-3.3.4.jar) [2025-10-15T22:11:40.775Z] WARNING: Please consider reporting this to the maintainers of class scala.runtime.LazyVals$ [2025-10-15T22:11:40.775Z] WARNING: sun.misc.Unsafe::objectFieldOffset will be removed in a future release [2025-10-15T22:11:45.550Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 2 (out of 2) threads. [2025-10-15T22:11:45.888Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-10-15T22:11:45.888Z] GC before operation: completed in 38.008 ms, heap usage 37.864 MB -> 29.131 MB. [2025-10-15T22:11:56.821Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:12:01.611Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:12:06.392Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:12:10.201Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:12:14.968Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:12:18.809Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:12:22.647Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:12:26.446Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:12:26.446Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (40692.195 ms) ====== [2025-10-15T22:12:26.446Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-10-15T22:12:26.446Z] GC before operation: completed in 90.442 ms, heap usage 119.618 MB -> 36.561 MB. [2025-10-15T22:12:31.221Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:12:35.025Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:12:39.801Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:12:43.601Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:12:47.407Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:12:51.268Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:12:55.062Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:12:58.862Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:12:58.862Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (32004.686 ms) ====== [2025-10-15T22:12:58.862Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-10-15T22:12:58.862Z] GC before operation: completed in 73.578 ms, heap usage 79.491 MB -> 37.924 MB. [2025-10-15T22:13:02.682Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:13:07.494Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:13:11.298Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:13:15.103Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:13:19.006Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:13:22.806Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:13:26.610Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:13:30.410Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:13:30.410Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (31169.268 ms) ====== [2025-10-15T22:13:30.410Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-10-15T22:13:30.410Z] GC before operation: completed in 74.039 ms, heap usage 80.652 MB -> 39.395 MB. [2025-10-15T22:13:34.210Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:13:38.007Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:13:41.806Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:13:46.673Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:13:50.468Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:13:54.265Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:13:58.065Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:14:01.032Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:14:01.373Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (31310.559 ms) ====== [2025-10-15T22:14:01.373Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-10-15T22:14:01.373Z] GC before operation: completed in 78.805 ms, heap usage 184.341 MB -> 40.339 MB. [2025-10-15T22:14:06.141Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:14:09.941Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:14:13.811Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:14:17.607Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:14:21.404Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:14:25.207Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:14:29.035Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:14:32.831Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:14:32.831Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (31001.173 ms) ====== [2025-10-15T22:14:32.831Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-10-15T22:14:32.831Z] GC before operation: completed in 67.566 ms, heap usage 126.828 MB -> 40.084 MB. [2025-10-15T22:14:36.627Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:14:41.505Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:14:45.299Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:14:49.095Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:14:52.890Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:14:56.679Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:15:00.469Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:15:04.277Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:15:04.277Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (31329.241 ms) ====== [2025-10-15T22:15:04.277Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-10-15T22:15:04.277Z] GC before operation: completed in 63.069 ms, heap usage 131.597 MB -> 40.457 MB. [2025-10-15T22:15:08.145Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:15:11.936Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:15:15.728Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:15:20.504Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:15:23.472Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:15:27.323Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:15:31.115Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:15:34.984Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:15:34.984Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (31082.055 ms) ====== [2025-10-15T22:15:34.984Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-10-15T22:15:34.984Z] GC before operation: completed in 60.556 ms, heap usage 54.472 MB -> 40.181 MB. [2025-10-15T22:15:38.785Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:15:42.581Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:15:47.374Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:15:51.161Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:15:54.130Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:15:57.923Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:16:01.805Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:16:05.601Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:16:05.601Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (30175.121 ms) ====== [2025-10-15T22:16:05.601Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-10-15T22:16:05.601Z] GC before operation: completed in 61.857 ms, heap usage 88.519 MB -> 40.598 MB. [2025-10-15T22:16:09.401Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:16:13.196Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:16:16.998Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:16:21.772Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:16:24.743Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:16:28.627Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:16:32.431Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:16:35.409Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:16:35.409Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (30419.386 ms) ====== [2025-10-15T22:16:35.409Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-10-15T22:16:35.741Z] GC before operation: completed in 61.629 ms, heap usage 98.105 MB -> 40.376 MB. [2025-10-15T22:16:39.540Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:16:43.339Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:16:47.141Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:16:51.924Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:16:54.972Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:16:58.772Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:17:02.563Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:17:05.532Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:17:05.865Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (30089.171 ms) ====== [2025-10-15T22:17:05.865Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-10-15T22:17:05.865Z] GC before operation: completed in 61.301 ms, heap usage 185.312 MB -> 40.233 MB. [2025-10-15T22:17:10.637Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:17:14.433Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:17:18.257Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:17:22.174Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:17:25.977Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:17:29.783Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:17:33.583Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:17:37.389Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:17:37.389Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (31125.553 ms) ====== [2025-10-15T22:17:37.389Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-10-15T22:17:37.389Z] GC before operation: completed in 59.676 ms, heap usage 105.426 MB -> 40.539 MB. [2025-10-15T22:17:41.188Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:17:44.982Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:17:48.873Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:17:52.672Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:17:56.468Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:18:00.268Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:18:03.236Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:18:07.038Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:18:07.038Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (30041.750 ms) ====== [2025-10-15T22:18:07.038Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-10-15T22:18:07.038Z] GC before operation: completed in 59.143 ms, heap usage 158.160 MB -> 40.428 MB. [2025-10-15T22:18:11.817Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:18:15.617Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:18:19.516Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:18:23.318Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:18:27.119Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:18:30.958Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:18:34.822Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:18:37.795Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:18:37.795Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (30802.737 ms) ====== [2025-10-15T22:18:37.795Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-10-15T22:18:37.795Z] GC before operation: completed in 58.240 ms, heap usage 71.988 MB -> 40.094 MB. [2025-10-15T22:18:42.580Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:18:45.584Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:18:49.388Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:18:54.168Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:18:57.139Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:19:00.934Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:19:04.739Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:19:07.714Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:19:07.714Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (29797.238 ms) ====== [2025-10-15T22:19:07.714Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-10-15T22:19:07.714Z] GC before operation: completed in 59.505 ms, heap usage 61.758 MB -> 40.415 MB. [2025-10-15T22:19:11.613Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:19:16.395Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:19:19.364Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:19:23.160Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:19:26.959Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:19:30.756Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:19:34.557Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:19:37.530Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:19:37.531Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (29884.794 ms) ====== [2025-10-15T22:19:37.531Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-10-15T22:19:37.940Z] GC before operation: completed in 63.215 ms, heap usage 290.839 MB -> 40.456 MB. [2025-10-15T22:19:41.757Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:19:45.561Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:19:49.362Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:19:53.160Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:19:56.960Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:20:00.767Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:20:04.644Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:20:08.444Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:20:08.444Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (30474.432 ms) ====== [2025-10-15T22:20:08.444Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-10-15T22:20:08.444Z] GC before operation: completed in 56.914 ms, heap usage 201.091 MB -> 40.658 MB. [2025-10-15T22:20:13.251Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:20:17.053Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:20:20.848Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:20:25.627Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:20:29.422Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:20:33.259Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:20:37.070Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:20:40.873Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:20:40.873Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (32448.753 ms) ====== [2025-10-15T22:20:40.873Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-10-15T22:20:40.873Z] GC before operation: completed in 55.719 ms, heap usage 82.204 MB -> 40.429 MB. [2025-10-15T22:20:45.653Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:20:49.479Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:20:53.278Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:20:57.080Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:21:00.125Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:21:03.921Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:21:07.720Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:21:10.694Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:21:11.027Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (30123.741 ms) ====== [2025-10-15T22:21:11.027Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-10-15T22:21:11.027Z] GC before operation: completed in 60.341 ms, heap usage 239.079 MB -> 40.307 MB. [2025-10-15T22:21:14.827Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:21:18.631Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:21:23.406Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:21:27.205Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:21:30.210Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:21:34.007Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:21:37.806Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:21:41.617Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:21:41.617Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (30166.748 ms) ====== [2025-10-15T22:21:41.617Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-10-15T22:21:41.617Z] GC before operation: completed in 56.856 ms, heap usage 54.443 MB -> 40.505 MB. [2025-10-15T22:21:45.478Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:21:48.965Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:21:52.769Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:21:56.618Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:22:00.408Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:22:04.207Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:22:07.999Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:22:11.800Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:22:11.800Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (30037.908 ms) ====== [2025-10-15T22:22:11.800Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-10-15T22:22:11.800Z] GC before operation: completed in 62.326 ms, heap usage 71.704 MB -> 40.331 MB. [2025-10-15T22:22:15.659Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:22:19.456Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:22:23.272Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:22:27.064Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:22:30.864Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:22:34.668Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:22:38.462Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:22:41.436Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:22:41.767Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (30363.446 ms) ====== [2025-10-15T22:22:41.767Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-10-15T22:22:41.767Z] GC before operation: completed in 58.604 ms, heap usage 54.406 MB -> 40.109 MB. [2025-10-15T22:22:46.536Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:22:49.584Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:22:53.384Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:22:57.176Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:23:00.975Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:23:04.770Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:23:08.562Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:23:11.532Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:23:11.532Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (29900.629 ms) ====== [2025-10-15T22:23:11.532Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-10-15T22:23:11.532Z] GC before operation: completed in 57.620 ms, heap usage 87.854 MB -> 40.502 MB. [2025-10-15T22:23:16.385Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:23:19.352Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:23:23.152Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:23:26.952Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:23:30.747Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:23:34.540Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:23:38.338Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:23:41.313Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:23:41.313Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (29715.915 ms) ====== [2025-10-15T22:23:41.313Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-10-15T22:23:41.313Z] GC before operation: completed in 59.584 ms, heap usage 158.879 MB -> 40.305 MB. [2025-10-15T22:23:46.151Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:23:49.124Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:23:52.922Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:23:56.720Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:24:00.520Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:24:04.321Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:24:08.116Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:24:11.218Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:24:11.218Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (29914.341 ms) ====== [2025-10-15T22:24:11.218Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-10-15T22:24:11.550Z] GC before operation: completed in 57.155 ms, heap usage 54.215 MB -> 40.559 MB. [2025-10-15T22:24:15.343Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:24:19.149Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:24:22.945Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:24:27.713Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:24:30.684Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:24:34.482Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:24:38.371Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:24:42.202Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:24:42.202Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (30356.655 ms) ====== [2025-10-15T22:24:42.202Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-10-15T22:24:42.202Z] GC before operation: completed in 56.866 ms, heap usage 82.563 MB -> 40.441 MB. [2025-10-15T22:24:45.997Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:24:49.806Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:24:53.602Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:24:57.405Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:25:01.210Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:25:05.085Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:25:08.061Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:25:11.857Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:25:11.857Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (29913.851 ms) ====== [2025-10-15T22:25:11.857Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-10-15T22:25:11.857Z] GC before operation: completed in 60.779 ms, heap usage 241.097 MB -> 40.270 MB. [2025-10-15T22:25:15.652Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:25:19.456Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:25:23.253Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:25:28.035Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:25:31.105Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:25:34.912Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:25:37.889Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:25:41.698Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:25:41.698Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (29864.653 ms) ====== [2025-10-15T22:25:41.698Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-10-15T22:25:41.698Z] GC before operation: completed in 57.817 ms, heap usage 87.599 MB -> 40.513 MB. [2025-10-15T22:25:45.502Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:25:49.323Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:25:53.124Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:25:57.979Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:26:01.024Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:26:04.823Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:26:07.795Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:26:11.588Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:26:11.588Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (29761.305 ms) ====== [2025-10-15T22:26:11.588Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-10-15T22:26:11.588Z] GC before operation: completed in 59.750 ms, heap usage 92.325 MB -> 40.299 MB. [2025-10-15T22:26:15.400Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:26:19.210Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:26:23.987Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:26:27.053Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:26:30.852Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:26:34.659Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:26:38.466Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:26:42.272Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:26:42.272Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (30154.387 ms) ====== [2025-10-15T22:26:42.272Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-10-15T22:26:42.272Z] GC before operation: completed in 60.944 ms, heap usage 48.910 MB -> 40.647 MB. [2025-10-15T22:26:46.084Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:26:49.888Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:26:53.258Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:26:57.058Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:27:00.858Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:27:04.728Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:27:08.528Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:27:11.510Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:27:11.510Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (29722.812 ms) ====== [2025-10-15T22:27:11.510Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-10-15T22:27:11.510Z] GC before operation: completed in 64.082 ms, heap usage 298.439 MB -> 40.561 MB. [2025-10-15T22:27:15.317Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:27:20.095Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:27:23.070Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:27:26.868Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:27:30.713Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:27:34.513Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:27:38.314Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:27:41.370Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:27:41.370Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (29943.488 ms) ====== [2025-10-15T22:27:41.370Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-10-15T22:27:41.703Z] GC before operation: completed in 57.272 ms, heap usage 54.418 MB -> 40.236 MB. [2025-10-15T22:27:45.503Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:27:49.336Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:27:53.136Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:27:56.944Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:28:00.750Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:28:04.571Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:28:07.545Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:28:11.351Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:28:11.351Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (29682.764 ms) ====== [2025-10-15T22:28:11.351Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-10-15T22:28:11.351Z] GC before operation: completed in 61.340 ms, heap usage 54.768 MB -> 40.601 MB. [2025-10-15T22:28:15.155Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:28:18.962Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:28:22.761Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:28:26.566Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:28:30.367Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:28:34.260Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:28:38.064Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:28:41.042Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:28:41.042Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (29730.348 ms) ====== [2025-10-15T22:28:41.042Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-10-15T22:28:41.042Z] GC before operation: completed in 61.592 ms, heap usage 54.771 MB -> 40.290 MB. [2025-10-15T22:28:45.821Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:28:48.804Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:28:52.595Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:28:56.388Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:29:00.268Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:29:04.159Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:29:07.126Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:29:10.916Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:29:10.916Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (29674.184 ms) ====== [2025-10-15T22:29:10.916Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-10-15T22:29:10.916Z] GC before operation: completed in 61.179 ms, heap usage 71.395 MB -> 40.135 MB. [2025-10-15T22:29:14.720Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:29:18.518Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:29:22.325Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:29:26.209Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:29:30.073Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:29:33.874Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:29:36.848Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:29:40.670Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:29:40.670Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (29613.726 ms) ====== [2025-10-15T22:29:40.670Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-10-15T22:29:40.670Z] GC before operation: completed in 61.572 ms, heap usage 213.790 MB -> 40.614 MB. [2025-10-15T22:29:44.479Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:29:48.389Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:29:52.298Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:29:56.099Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:29:59.899Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:30:03.729Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:30:06.707Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:30:10.511Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:30:10.511Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (29789.630 ms) ====== [2025-10-15T22:30:10.511Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-10-15T22:30:10.511Z] GC before operation: completed in 57.178 ms, heap usage 49.238 MB -> 40.344 MB. [2025-10-15T22:30:14.310Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:30:18.115Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:30:21.936Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:30:26.708Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:30:29.686Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:30:33.487Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:30:37.291Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:30:40.266Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:30:40.599Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (30095.412 ms) ====== [2025-10-15T22:30:40.599Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-10-15T22:30:40.599Z] GC before operation: completed in 58.742 ms, heap usage 61.737 MB -> 40.612 MB. [2025-10-15T22:30:44.407Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:30:48.900Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:30:52.704Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:30:56.500Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:30:59.475Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:31:03.276Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:31:07.073Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:31:10.039Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:31:10.039Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (29669.561 ms) ====== [2025-10-15T22:31:10.039Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-10-15T22:31:10.372Z] GC before operation: completed in 63.061 ms, heap usage 83.007 MB -> 40.428 MB. [2025-10-15T22:31:14.509Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:31:18.303Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:31:22.158Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:31:25.952Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:31:29.747Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:31:32.719Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:31:36.515Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:31:40.308Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:31:40.308Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (29647.850 ms) ====== [2025-10-15T22:31:40.308Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-10-15T22:31:40.308Z] GC before operation: completed in 58.117 ms, heap usage 115.653 MB -> 40.237 MB. [2025-10-15T22:31:43.749Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-15T22:31:47.548Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-15T22:31:52.321Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-15T22:31:55.292Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-15T22:31:59.108Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-15T22:32:02.900Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-15T22:32:06.700Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-15T22:32:09.751Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-15T22:32:09.751Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (29747.748 ms) ====== [2025-10-15T22:32:10.085Z] ----------------------------------- [2025-10-15T22:32:10.085Z] renaissance-gauss-mix_0_PASSED [2025-10-15T22:32:10.085Z] ----------------------------------- [2025-10-15T22:32:10.085Z] [2025-10-15T22:32:10.085Z] TEST TEARDOWN: [2025-10-15T22:32:10.085Z] Nothing to be done for teardown. [2025-10-15T22:32:10.085Z] renaissance-gauss-mix_0 Finish Time: Wed Oct 15 22:32:09 2025 Epoch Time (ms): 1760567529887