renaissance-gauss-mix_0

[2025-09-05T15:06:32.405Z] Running test renaissance-gauss-mix_0 ... [2025-09-05T15:06:32.405Z] =============================================== [2025-09-05T15:06:32.405Z] renaissance-gauss-mix_0 Start Time: Fri Sep 5 15:06:32 2025 Epoch Time (ms): 1757084792316 [2025-09-05T15:06:32.405Z] variation: NoOptions [2025-09-05T15:06:32.405Z] JVM_OPTIONS: [2025-09-05T15:06:32.405Z] { \ [2025-09-05T15:06:32.405Z] echo ""; echo "TEST SETUP:"; \ [2025-09-05T15:06:32.405Z] echo "Nothing to be done for setup."; \ [2025-09-05T15:06:32.405Z] mkdir -p "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17570841288023/renaissance-gauss-mix_0"; \ [2025-09-05T15:06:32.405Z] cd "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17570841288023/renaissance-gauss-mix_0"; \ [2025-09-05T15:06:32.405Z] echo ""; echo "TESTING:"; \ [2025-09-05T15:06:32.405Z] "/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_17570841288023/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-09-05T15:06:32.405Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/..; rm -f -r "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17570841288023/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-09-05T15:06:32.405Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-09-05T15:06:32.405Z] echo "Nothing to be done for teardown."; \ [2025-09-05T15:06:32.405Z] } 2>&1 | tee -a "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17570841288023/TestTargetResult"; [2025-09-05T15:06:32.405Z] [2025-09-05T15:06:32.405Z] TEST SETUP: [2025-09-05T15:06:32.405Z] Nothing to be done for setup. [2025-09-05T15:06:32.405Z] [2025-09-05T15:06:32.405Z] TESTING: [2025-09-05T15:06:33.048Z] WARNING: A terminally deprecated method in sun.misc.Unsafe has been called [2025-09-05T15:06:33.048Z] WARNING: sun.misc.Unsafe::objectFieldOffset has been called by scala.runtime.LazyVals$ (file:/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_linux/aqa-tests/TKG/output_17570841288023/renaissance-gauss-mix_0/launcher-150632-1507200795448956021/renaissance-harness_3/lib/scala3-library_3-3.3.4.jar) [2025-09-05T15:06:33.048Z] WARNING: Please consider reporting this to the maintainers of class scala.runtime.LazyVals$ [2025-09-05T15:06:33.048Z] WARNING: sun.misc.Unsafe::objectFieldOffset will be removed in a future release [2025-09-05T15:06:36.865Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 2 (out of 2) threads. [2025-09-05T15:06:37.516Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-09-05T15:06:37.516Z] GC before operation: completed in 30.910 ms, heap usage 36.539 MB -> 29.323 MB. [2025-09-05T15:06:44.791Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:06:46.888Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:06:48.990Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:06:51.085Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:06:52.425Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:06:54.514Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:06:55.853Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:06:57.195Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:06:57.195Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (20004.710 ms) ====== [2025-09-05T15:06:57.195Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-09-05T15:06:57.195Z] GC before operation: completed in 74.421 ms, heap usage 74.579 MB -> 36.709 MB. [2025-09-05T15:06:59.293Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:07:00.629Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:07:02.731Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:07:04.476Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:07:05.808Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:07:07.153Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:07:09.246Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:07:10.584Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:07:10.584Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (12821.936 ms) ====== [2025-09-05T15:07:10.584Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-09-05T15:07:10.584Z] GC before operation: completed in 66.544 ms, heap usage 152.601 MB -> 38.230 MB. [2025-09-05T15:07:11.920Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:07:13.255Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:07:15.349Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:07:16.686Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:07:18.782Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:07:20.123Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:07:22.211Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:07:24.318Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:07:24.318Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (13673.725 ms) ====== [2025-09-05T15:07:24.318Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-09-05T15:07:24.318Z] GC before operation: completed in 57.047 ms, heap usage 133.291 MB -> 39.703 MB. [2025-09-05T15:07:25.653Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:07:27.739Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:07:29.078Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:07:31.216Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:07:33.676Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:07:35.011Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:07:37.104Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:07:38.436Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:07:38.436Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (14238.298 ms) ====== [2025-09-05T15:07:38.436Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-09-05T15:07:38.436Z] GC before operation: completed in 63.505 ms, heap usage 141.828 MB -> 40.594 MB. [2025-09-05T15:07:39.772Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:07:41.862Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:07:43.200Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:07:44.530Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:07:45.863Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:07:47.197Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:07:48.533Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:07:49.869Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:07:49.869Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (11570.400 ms) ====== [2025-09-05T15:07:49.869Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-09-05T15:07:49.869Z] GC before operation: completed in 63.963 ms, heap usage 71.614 MB -> 40.299 MB. [2025-09-05T15:07:51.954Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:07:53.292Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:07:54.636Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:07:55.972Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:07:57.310Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:07:58.649Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:07:59.983Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:08:01.315Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:08:01.315Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (11484.397 ms) ====== [2025-09-05T15:08:01.315Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-09-05T15:08:01.315Z] GC before operation: completed in 63.542 ms, heap usage 231.648 MB -> 40.805 MB. [2025-09-05T15:08:03.403Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:08:04.785Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:08:06.122Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:08:07.460Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:08:08.794Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:08:10.129Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:08:11.464Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:08:12.810Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:08:12.810Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (11263.960 ms) ====== [2025-09-05T15:08:12.810Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-09-05T15:08:12.810Z] GC before operation: completed in 65.796 ms, heap usage 186.368 MB -> 40.504 MB. [2025-09-05T15:08:14.536Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:08:15.872Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:08:17.206Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:08:18.543Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:08:19.877Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:08:21.212Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:08:22.571Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:08:23.906Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:08:23.906Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (10896.609 ms) ====== [2025-09-05T15:08:23.906Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-09-05T15:08:23.906Z] GC before operation: completed in 61.633 ms, heap usage 54.790 MB -> 40.789 MB. [2025-09-05T15:08:25.241Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:08:26.573Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:08:27.907Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:08:29.247Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:08:30.583Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:08:31.914Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:08:33.251Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:08:34.589Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:08:34.589Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (10565.795 ms) ====== [2025-09-05T15:08:34.589Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-09-05T15:08:34.589Z] GC before operation: completed in 59.654 ms, heap usage 285.818 MB -> 40.781 MB. [2025-09-05T15:08:35.926Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:08:37.264Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:08:38.603Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:08:39.937Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:08:41.276Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:08:42.611Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:08:43.965Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:08:45.300Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:08:45.300Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (10541.681 ms) ====== [2025-09-05T15:08:45.300Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-09-05T15:08:45.300Z] GC before operation: completed in 64.281 ms, heap usage 187.653 MB -> 40.528 MB. [2025-09-05T15:08:46.636Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:08:47.764Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:08:49.097Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:08:51.192Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:08:52.529Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:08:53.868Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:08:55.202Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:08:56.536Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:08:56.536Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (11610.903 ms) ====== [2025-09-05T15:08:56.536Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-09-05T15:08:56.536Z] GC before operation: completed in 60.314 ms, heap usage 185.136 MB -> 40.902 MB. [2025-09-05T15:08:58.619Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:08:59.952Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:09:01.284Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:09:02.619Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:09:04.047Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:09:05.385Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:09:06.720Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:09:08.053Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:09:08.053Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (10937.330 ms) ====== [2025-09-05T15:09:08.053Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-09-05T15:09:08.053Z] GC before operation: completed in 59.194 ms, heap usage 54.929 MB -> 40.473 MB. [2025-09-05T15:09:09.400Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:09:10.743Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:09:12.089Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:09:13.426Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:09:14.766Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:09:16.104Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:09:17.439Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:09:18.774Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:09:18.774Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (10717.205 ms) ====== [2025-09-05T15:09:18.774Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-09-05T15:09:18.774Z] GC before operation: completed in 56.294 ms, heap usage 103.842 MB -> 40.359 MB. [2025-09-05T15:09:20.111Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:09:21.830Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:09:22.474Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:09:23.816Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:09:25.155Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:09:26.492Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:09:27.826Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:09:29.161Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:09:29.161Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (10562.509 ms) ====== [2025-09-05T15:09:29.161Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-09-05T15:09:29.161Z] GC before operation: completed in 62.625 ms, heap usage 184.754 MB -> 40.741 MB. [2025-09-05T15:09:30.498Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:09:31.830Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:09:33.169Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:09:34.503Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:09:35.842Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:09:37.177Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:09:38.515Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:09:39.857Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:09:39.857Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (10539.368 ms) ====== [2025-09-05T15:09:39.857Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-09-05T15:09:39.857Z] GC before operation: completed in 63.619 ms, heap usage 160.187 MB -> 40.539 MB. [2025-09-05T15:09:41.191Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:09:42.529Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:09:43.863Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:09:45.200Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:09:46.548Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:09:47.883Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:09:49.221Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:09:50.559Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:09:50.559Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (10530.963 ms) ====== [2025-09-05T15:09:50.559Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-09-05T15:09:50.559Z] GC before operation: completed in 61.235 ms, heap usage 185.125 MB -> 40.891 MB. [2025-09-05T15:09:51.895Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:09:53.233Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:09:54.566Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:09:55.902Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:09:57.241Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:09:58.578Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:09:59.640Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:10:00.976Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:10:00.976Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (10781.490 ms) ====== [2025-09-05T15:10:00.976Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-09-05T15:10:00.976Z] GC before operation: completed in 59.984 ms, heap usage 49.373 MB -> 40.709 MB. [2025-09-05T15:10:03.075Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:10:03.718Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:10:05.057Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:10:06.407Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:10:07.744Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:10:09.081Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:10:10.413Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:10:11.755Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:10:11.755Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (10425.529 ms) ====== [2025-09-05T15:10:11.755Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-09-05T15:10:11.755Z] GC before operation: completed in 56.798 ms, heap usage 285.341 MB -> 40.573 MB. [2025-09-05T15:10:13.090Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:10:14.427Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:10:15.763Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:10:17.102Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:10:18.438Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:10:19.775Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:10:21.110Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:10:22.445Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:10:22.445Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (10649.151 ms) ====== [2025-09-05T15:10:22.445Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-09-05T15:10:22.445Z] GC before operation: completed in 53.192 ms, heap usage 59.842 MB -> 40.765 MB. [2025-09-05T15:10:23.779Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:10:25.116Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:10:26.450Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:10:27.791Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:10:29.124Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:10:30.564Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:10:31.899Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:10:33.631Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:10:33.631Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (10604.415 ms) ====== [2025-09-05T15:10:33.631Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-09-05T15:10:33.631Z] GC before operation: completed in 56.067 ms, heap usage 260.530 MB -> 40.721 MB. [2025-09-05T15:10:34.972Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:10:36.308Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:10:37.650Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:10:38.990Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:10:40.330Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:10:40.972Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:10:42.314Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:10:43.652Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:10:43.653Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (10757.251 ms) ====== [2025-09-05T15:10:43.653Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-09-05T15:10:43.653Z] GC before operation: completed in 51.776 ms, heap usage 89.064 MB -> 40.354 MB. [2025-09-05T15:10:45.741Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:10:47.075Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:10:48.415Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:10:49.757Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:10:51.091Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:10:51.735Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:10:53.073Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:10:54.409Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:10:54.409Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (10677.092 ms) ====== [2025-09-05T15:10:54.409Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-09-05T15:10:54.409Z] GC before operation: completed in 52.197 ms, heap usage 54.472 MB -> 40.668 MB. [2025-09-05T15:10:56.498Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:10:57.140Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:10:58.487Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:10:59.824Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:11:01.157Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:11:02.497Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:11:03.831Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:11:05.164Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:11:05.164Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (10425.301 ms) ====== [2025-09-05T15:11:05.164Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-09-05T15:11:05.164Z] GC before operation: completed in 60.099 ms, heap usage 285.635 MB -> 40.686 MB. [2025-09-05T15:11:06.502Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:11:07.837Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:11:09.388Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:11:10.730Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:11:12.072Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:11:13.409Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:11:14.747Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:11:16.087Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:11:16.087Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (10729.696 ms) ====== [2025-09-05T15:11:16.087Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-09-05T15:11:16.087Z] GC before operation: completed in 64.850 ms, heap usage 115.588 MB -> 40.907 MB. [2025-09-05T15:11:17.427Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:11:18.762Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:11:20.096Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:11:21.430Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:11:22.767Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:11:24.102Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:11:25.438Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:11:26.777Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:11:26.777Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (10604.639 ms) ====== [2025-09-05T15:11:26.777Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-09-05T15:11:26.777Z] GC before operation: completed in 51.719 ms, heap usage 273.678 MB -> 40.805 MB. [2025-09-05T15:11:28.117Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:11:29.456Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:11:30.797Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:11:32.134Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:11:33.471Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:11:34.112Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:11:35.450Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:11:36.791Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:11:36.791Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (10390.209 ms) ====== [2025-09-05T15:11:36.791Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-09-05T15:11:36.791Z] GC before operation: completed in 48.984 ms, heap usage 88.817 MB -> 40.434 MB. [2025-09-05T15:11:38.127Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:11:39.466Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:11:40.805Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:11:42.142Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:11:43.480Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:11:44.821Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:11:46.544Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:11:47.187Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:11:47.187Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (10396.502 ms) ====== [2025-09-05T15:11:47.187Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-09-05T15:11:47.187Z] GC before operation: completed in 51.771 ms, heap usage 71.663 MB -> 40.727 MB. [2025-09-05T15:11:49.271Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:11:49.917Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:11:51.251Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:11:52.586Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:11:53.923Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:11:55.260Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:11:56.593Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:11:57.929Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:11:57.929Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (10324.633 ms) ====== [2025-09-05T15:11:57.929Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-09-05T15:11:57.929Z] GC before operation: completed in 64.405 ms, heap usage 280.977 MB -> 40.688 MB. [2025-09-05T15:11:59.285Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:12:00.623Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:12:01.960Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:12:03.295Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:12:04.747Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:12:06.095Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:12:07.437Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:12:09.526Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:12:09.526Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (11441.737 ms) ====== [2025-09-05T15:12:09.526Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-09-05T15:12:09.526Z] GC before operation: completed in 48.343 ms, heap usage 72.078 MB -> 40.825 MB. [2025-09-05T15:12:10.862Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:12:12.197Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:12:13.531Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:12:14.865Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:12:16.201Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:12:17.541Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:12:18.180Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:12:19.514Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:12:19.514Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (10403.787 ms) ====== [2025-09-05T15:12:19.514Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-09-05T15:12:19.514Z] GC before operation: completed in 57.984 ms, heap usage 203.258 MB -> 40.769 MB. [2025-09-05T15:12:21.638Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:12:22.975Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:12:24.309Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:12:24.955Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:12:26.294Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:12:28.383Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:12:29.720Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:12:31.056Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:12:31.056Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (11489.274 ms) ====== [2025-09-05T15:12:31.056Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-09-05T15:12:31.056Z] GC before operation: completed in 52.726 ms, heap usage 196.806 MB -> 40.603 MB. [2025-09-05T15:12:33.154Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:12:34.494Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:12:35.139Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:12:36.472Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:12:37.808Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:12:39.161Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:12:40.492Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:12:41.827Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:12:41.827Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (10449.223 ms) ====== [2025-09-05T15:12:41.827Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-09-05T15:12:41.827Z] GC before operation: completed in 64.374 ms, heap usage 698.657 MB -> 41.189 MB. [2025-09-05T15:12:43.163Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:12:44.503Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:12:46.590Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:12:47.235Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:12:48.568Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:12:49.902Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:12:51.238Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:12:52.575Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:12:52.575Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (10687.775 ms) ====== [2025-09-05T15:12:52.575Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-09-05T15:12:52.575Z] GC before operation: completed in 51.511 ms, heap usage 179.792 MB -> 40.668 MB. [2025-09-05T15:12:53.910Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:12:55.249Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:12:56.588Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:12:57.924Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:12:59.356Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:13:00.693Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:13:02.021Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:13:03.349Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:13:03.349Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (10741.646 ms) ====== [2025-09-05T15:13:03.349Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-09-05T15:13:03.349Z] GC before operation: completed in 51.238 ms, heap usage 241.573 MB -> 40.555 MB. [2025-09-05T15:13:04.778Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:13:06.110Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:13:07.442Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:13:08.775Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:13:10.115Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:13:11.515Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:13:12.849Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:13:14.182Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:13:14.182Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (10604.065 ms) ====== [2025-09-05T15:13:14.182Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-09-05T15:13:14.182Z] GC before operation: completed in 51.175 ms, heap usage 54.604 MB -> 40.760 MB. [2025-09-05T15:13:15.519Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:13:16.856Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:13:18.188Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:13:19.522Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:13:20.857Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:13:22.192Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:13:22.836Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:13:24.172Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:13:24.172Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (10318.333 ms) ====== [2025-09-05T15:13:24.172Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-09-05T15:13:24.172Z] GC before operation: completed in 54.763 ms, heap usage 285.137 MB -> 40.742 MB. [2025-09-05T15:13:26.268Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:13:26.910Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:13:28.250Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:13:29.587Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:13:30.929Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:13:32.262Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:13:33.996Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:13:35.335Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:13:35.335Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (10647.555 ms) ====== [2025-09-05T15:13:35.335Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-09-05T15:13:35.335Z] GC before operation: completed in 51.225 ms, heap usage 131.976 MB -> 40.946 MB. [2025-09-05T15:13:36.676Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:13:38.014Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:13:39.347Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:13:40.684Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:13:42.019Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:13:42.662Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:13:43.996Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:13:45.334Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:13:45.334Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (10293.065 ms) ====== [2025-09-05T15:13:45.334Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-09-05T15:13:45.334Z] GC before operation: completed in 51.189 ms, heap usage 179.320 MB -> 40.780 MB. [2025-09-05T15:13:46.671Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:13:48.010Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:13:49.341Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:13:50.683Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:13:52.018Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:13:53.355Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:13:54.690Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:13:56.026Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:13:56.026Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (10377.399 ms) ====== [2025-09-05T15:13:56.026Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-09-05T15:13:56.026Z] GC before operation: completed in 52.191 ms, heap usage 83.583 MB -> 40.507 MB. [2025-09-05T15:13:57.363Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-09-05T15:13:58.699Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-09-05T15:14:00.036Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-09-05T15:14:01.372Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-09-05T15:14:02.709Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-09-05T15:14:04.052Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-09-05T15:14:05.391Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-09-05T15:14:06.033Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-09-05T15:14:06.033Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (10411.267 ms) ====== [2025-09-05T15:14:06.680Z] ----------------------------------- [2025-09-05T15:14:06.680Z] renaissance-gauss-mix_0_PASSED [2025-09-05T15:14:06.680Z] ----------------------------------- [2025-09-05T15:14:06.680Z] [2025-09-05T15:14:06.680Z] TEST TEARDOWN: [2025-09-05T15:14:06.680Z] Nothing to be done for teardown. [2025-09-05T15:14:06.680Z] renaissance-gauss-mix_0 Finish Time: Fri Sep 5 15:14:06 2025 Epoch Time (ms): 1757085246287