renaissance-gauss-mix_0

[2025-12-13T13:20:22.206Z] Running test renaissance-gauss-mix_0 ... [2025-12-13T13:20:22.206Z] =============================================== [2025-12-13T13:20:22.206Z] renaissance-gauss-mix_0 Start Time: Sat Dec 13 08:20:21 2025 Epoch Time (ms): 1765632021864 [2025-12-13T13:20:22.206Z] variation: NoOptions [2025-12-13T13:20:22.206Z] JVM_OPTIONS: [2025-12-13T13:20:22.206Z] { \ [2025-12-13T13:20:22.206Z] echo ""; echo "TEST SETUP:"; \ [2025-12-13T13:20:22.206Z] echo "Nothing to be done for setup."; \ [2025-12-13T13:20:22.206Z] mkdir -p "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17656316961245/renaissance-gauss-mix_0"; \ [2025-12-13T13:20:22.206Z] cd "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17656316961245/renaissance-gauss-mix_0"; \ [2025-12-13T13:20:22.206Z] echo ""; echo "TESTING:"; \ [2025-12-13T13:20:22.206Z] "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/jdkbinary/j2sdk-image/Contents/Home/bin/..//bin/java" --add-opens java.base/java.lang=ALL-UNNAMED --add-opens java.base/java.util=ALL-UNNAMED --add-opens java.base/java.util.concurrent=ALL-UNNAMED --add-opens java.base/java.nio=ALL-UNNAMED --add-opens java.base/sun.nio.ch=ALL-UNNAMED --add-opens java.base/java.lang.invoke=ALL-UNNAMED -jar "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17656316961245/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-12-13T13:20:22.206Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/..; rm -f -r "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17656316961245/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-12-13T13:20:22.206Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-12-13T13:20:22.206Z] echo "Nothing to be done for teardown."; \ [2025-12-13T13:20:22.206Z] } 2>&1 | tee -a "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17656316961245/TestTargetResult"; [2025-12-13T13:20:22.206Z] [2025-12-13T13:20:22.206Z] TEST SETUP: [2025-12-13T13:20:22.206Z] Nothing to be done for setup. [2025-12-13T13:20:22.206Z] [2025-12-13T13:20:22.206Z] TESTING: [2025-12-13T13:20:22.206Z] WARNING: A terminally deprecated method in sun.misc.Unsafe has been called [2025-12-13T13:20:22.206Z] WARNING: sun.misc.Unsafe::objectFieldOffset has been called by scala.runtime.LazyVals$ (file:/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_aarch64_mac/aqa-tests/TKG/output_17656316961245/renaissance-gauss-mix_0/launcher-082021-17093335573524415749/renaissance-harness_3/lib/scala3-library_3-3.3.4.jar) [2025-12-13T13:20:22.206Z] WARNING: Please consider reporting this to the maintainers of class scala.runtime.LazyVals$ [2025-12-13T13:20:22.206Z] WARNING: sun.misc.Unsafe::objectFieldOffset will be removed in a future release [2025-12-13T13:20:25.345Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 4) threads. [2025-12-13T13:20:25.718Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-12-13T13:20:25.718Z] GC before operation: completed in 26.641 ms, heap usage 38.304 MB -> 29.484 MB. [2025-12-13T13:20:29.822Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:20:30.195Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:20:31.490Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:20:32.279Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:20:33.067Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:20:34.370Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:20:35.166Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:20:36.444Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:20:36.444Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (10412.070 ms) ====== [2025-12-13T13:20:36.444Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-12-13T13:20:36.444Z] GC before operation: completed in 28.738 ms, heap usage 124.973 MB -> 37.190 MB. [2025-12-13T13:20:37.240Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:20:38.046Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:20:38.855Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:20:39.660Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:20:40.450Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:20:41.237Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:20:42.049Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:20:42.814Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:20:43.190Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (6801.981 ms) ====== [2025-12-13T13:20:43.190Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-12-13T13:20:43.190Z] GC before operation: completed in 35.350 ms, heap usage 133.366 MB -> 38.943 MB. [2025-12-13T13:20:43.970Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:20:44.753Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:20:45.536Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:20:46.345Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:20:47.162Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:20:47.947Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:20:48.717Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:20:49.510Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:20:49.510Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (6500.140 ms) ====== [2025-12-13T13:20:49.510Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-12-13T13:20:49.510Z] GC before operation: completed in 30.980 ms, heap usage 59.123 MB -> 40.752 MB. [2025-12-13T13:20:50.315Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:20:51.173Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:20:52.027Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:20:52.797Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:20:53.229Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:20:54.006Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:20:54.784Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:20:56.036Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:20:56.036Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (6206.262 ms) ====== [2025-12-13T13:20:56.036Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-12-13T13:20:56.036Z] GC before operation: completed in 34.498 ms, heap usage 244.528 MB -> 41.879 MB. [2025-12-13T13:20:56.824Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:20:57.733Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:20:58.092Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:20:58.873Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:20:59.636Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:21:00.418Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:21:01.187Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:21:02.074Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:21:02.074Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (6309.859 ms) ====== [2025-12-13T13:21:02.074Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-12-13T13:21:02.074Z] GC before operation: completed in 32.666 ms, heap usage 229.059 MB -> 41.502 MB. [2025-12-13T13:21:02.868Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:21:03.676Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:21:04.452Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:21:05.226Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:21:05.992Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:21:06.774Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:21:07.544Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:21:08.829Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:21:08.829Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (6372.593 ms) ====== [2025-12-13T13:21:08.829Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-12-13T13:21:08.829Z] GC before operation: completed in 30.019 ms, heap usage 134.994 MB -> 41.775 MB. [2025-12-13T13:21:09.623Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:21:10.402Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:21:11.194Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:21:11.618Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:21:12.405Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:21:13.181Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:21:13.973Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:21:14.750Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:21:14.750Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (6173.092 ms) ====== [2025-12-13T13:21:14.750Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-12-13T13:21:14.750Z] GC before operation: completed in 26.998 ms, heap usage 313.840 MB -> 41.705 MB. [2025-12-13T13:21:15.541Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:21:16.319Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:21:17.100Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:21:17.463Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:21:18.235Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:21:19.012Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:21:19.786Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:21:20.574Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:21:20.574Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (5646.630 ms) ====== [2025-12-13T13:21:20.574Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-12-13T13:21:20.574Z] GC before operation: completed in 35.851 ms, heap usage 192.667 MB -> 42.112 MB. [2025-12-13T13:21:21.363Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:21:21.717Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:21:22.490Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:21:23.269Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:21:24.051Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:21:24.823Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:21:25.192Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:21:25.960Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:21:25.960Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (5506.553 ms) ====== [2025-12-13T13:21:25.960Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-12-13T13:21:25.960Z] GC before operation: completed in 29.068 ms, heap usage 153.579 MB -> 41.886 MB. [2025-12-13T13:21:26.728Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:21:27.495Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:21:28.271Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:21:29.056Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:21:29.851Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:21:30.209Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:21:30.994Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:21:31.783Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:21:31.783Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (5715.916 ms) ====== [2025-12-13T13:21:31.783Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-12-13T13:21:31.783Z] GC before operation: completed in 31.905 ms, heap usage 199.507 MB -> 41.584 MB. [2025-12-13T13:21:32.555Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:21:33.325Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:21:33.691Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:21:34.483Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:21:35.316Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:21:35.693Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:21:36.471Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:21:37.288Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:21:37.288Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (5495.695 ms) ====== [2025-12-13T13:21:37.288Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-12-13T13:21:37.288Z] GC before operation: completed in 29.439 ms, heap usage 211.581 MB -> 41.919 MB. [2025-12-13T13:21:38.085Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:21:38.869Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:21:39.247Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:21:40.048Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:21:40.846Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:21:41.212Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:21:42.007Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:21:42.807Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:21:42.807Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (5455.991 ms) ====== [2025-12-13T13:21:42.807Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-12-13T13:21:42.807Z] GC before operation: completed in 30.705 ms, heap usage 326.544 MB -> 41.846 MB. [2025-12-13T13:21:43.729Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:21:44.276Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:21:44.651Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:21:45.457Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:21:46.317Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:21:46.688Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:21:47.488Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:21:48.295Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:21:48.295Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (5325.517 ms) ====== [2025-12-13T13:21:48.295Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-12-13T13:21:48.295Z] GC before operation: completed in 37.427 ms, heap usage 100.000 MB -> 41.403 MB. [2025-12-13T13:21:48.665Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:21:49.455Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:21:50.250Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:21:51.033Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:21:51.405Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:21:52.206Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:21:52.990Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:21:53.825Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:21:53.825Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (5577.079 ms) ====== [2025-12-13T13:21:53.825Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-12-13T13:21:53.825Z] GC before operation: completed in 33.153 ms, heap usage 114.146 MB -> 41.929 MB. [2025-12-13T13:21:54.626Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:21:54.987Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:21:55.807Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:21:56.616Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:21:57.003Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:21:57.804Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:21:58.586Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:21:59.399Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:21:59.399Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (5525.906 ms) ====== [2025-12-13T13:21:59.399Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-12-13T13:21:59.399Z] GC before operation: completed in 29.817 ms, heap usage 50.705 MB -> 41.651 MB. [2025-12-13T13:22:00.219Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:22:00.610Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:22:01.413Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:22:02.233Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:22:02.633Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:22:03.447Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:22:04.252Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:22:04.619Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:22:04.619Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (5477.968 ms) ====== [2025-12-13T13:22:04.619Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-12-13T13:22:04.619Z] GC before operation: completed in 31.776 ms, heap usage 311.608 MB -> 42.165 MB. [2025-12-13T13:22:05.415Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:22:06.203Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:22:06.985Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:22:07.766Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:22:08.131Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:22:08.929Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:22:09.727Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:22:10.540Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:22:10.540Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (5558.756 ms) ====== [2025-12-13T13:22:10.540Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-12-13T13:22:10.540Z] GC before operation: completed in 42.031 ms, heap usage 119.766 MB -> 41.783 MB. [2025-12-13T13:22:11.318Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:22:11.675Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:22:12.452Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:22:13.264Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:22:14.101Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:22:14.480Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:22:15.270Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:22:16.064Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:22:16.064Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (5574.299 ms) ====== [2025-12-13T13:22:16.064Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-12-13T13:22:16.064Z] GC before operation: completed in 30.120 ms, heap usage 197.176 MB -> 41.684 MB. [2025-12-13T13:22:16.855Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:22:17.231Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:22:18.062Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:22:18.867Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:22:19.713Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:22:20.073Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:22:20.863Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:22:21.656Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:22:21.656Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (5617.190 ms) ====== [2025-12-13T13:22:21.656Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-12-13T13:22:21.656Z] GC before operation: completed in 33.771 ms, heap usage 53.579 MB -> 41.863 MB. [2025-12-13T13:22:22.480Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:22:23.269Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:22:23.630Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:22:24.410Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:22:25.195Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:22:25.984Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:22:26.814Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:22:27.193Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:22:27.193Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (5596.982 ms) ====== [2025-12-13T13:22:27.193Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-12-13T13:22:27.193Z] GC before operation: completed in 30.965 ms, heap usage 102.040 MB -> 41.640 MB. [2025-12-13T13:22:27.963Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:22:28.745Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:22:29.519Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:22:29.884Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:22:30.682Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:22:31.458Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:22:32.235Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:22:33.016Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:22:33.016Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (5566.623 ms) ====== [2025-12-13T13:22:33.016Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-12-13T13:22:33.016Z] GC before operation: completed in 31.231 ms, heap usage 105.411 MB -> 41.483 MB. [2025-12-13T13:22:33.776Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:22:34.154Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:22:34.972Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:22:36.096Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:22:36.696Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:22:37.082Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:22:37.907Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:22:38.719Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:22:38.719Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (5614.359 ms) ====== [2025-12-13T13:22:38.719Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-12-13T13:22:38.719Z] GC before operation: completed in 39.007 ms, heap usage 211.638 MB -> 41.881 MB. [2025-12-13T13:22:39.141Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:22:39.937Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:22:40.785Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:22:41.156Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:22:41.958Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:22:42.768Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:22:43.190Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:22:44.032Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:22:44.032Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (5438.087 ms) ====== [2025-12-13T13:22:44.032Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-12-13T13:22:44.032Z] GC before operation: completed in 33.831 ms, heap usage 56.101 MB -> 41.675 MB. [2025-12-13T13:22:44.848Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:22:45.233Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:22:46.041Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:22:46.868Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:22:47.687Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:22:48.510Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:22:49.342Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:22:49.813Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:22:49.813Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (5881.693 ms) ====== [2025-12-13T13:22:49.813Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-12-13T13:22:49.813Z] GC before operation: completed in 30.837 ms, heap usage 72.472 MB -> 41.989 MB. [2025-12-13T13:22:50.661Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:22:51.452Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:22:51.838Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:22:52.643Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:22:53.433Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:22:54.246Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:22:55.027Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:22:55.823Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:22:55.823Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (5786.101 ms) ====== [2025-12-13T13:22:55.823Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-12-13T13:22:55.823Z] GC before operation: completed in 40.907 ms, heap usage 93.783 MB -> 41.816 MB. [2025-12-13T13:22:56.594Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:22:57.031Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:22:57.803Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:22:58.592Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:22:59.421Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:22:59.805Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:00.628Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:01.445Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:01.445Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (5611.942 ms) ====== [2025-12-13T13:23:01.445Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-12-13T13:23:01.445Z] GC before operation: completed in 35.421 ms, heap usage 266.587 MB -> 41.653 MB. [2025-12-13T13:23:02.268Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:02.669Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:23:03.033Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:23:03.408Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:23:04.212Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:23:04.579Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:05.376Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:05.744Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:06.129Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (4549.028 ms) ====== [2025-12-13T13:23:06.129Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-12-13T13:23:06.129Z] GC before operation: completed in 37.528 ms, heap usage 152.160 MB -> 42.050 MB. [2025-12-13T13:23:06.518Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:07.291Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:23:07.650Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:23:08.009Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:23:08.787Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:23:09.148Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:09.515Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:09.879Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:09.879Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (4025.918 ms) ====== [2025-12-13T13:23:09.879Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-12-13T13:23:09.879Z] GC before operation: completed in 21.346 ms, heap usage 281.000 MB -> 41.862 MB. [2025-12-13T13:23:10.648Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:11.023Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:23:11.387Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:23:12.186Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:23:12.555Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:23:12.914Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:13.268Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:14.028Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:14.028Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (3845.254 ms) ====== [2025-12-13T13:23:14.028Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-12-13T13:23:14.028Z] GC before operation: completed in 21.319 ms, heap usage 65.941 MB -> 42.153 MB. [2025-12-13T13:23:14.395Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:15.155Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:23:15.518Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:23:16.309Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:23:16.699Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:23:17.483Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:17.848Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:18.214Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:18.214Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (4428.298 ms) ====== [2025-12-13T13:23:18.214Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-12-13T13:23:18.214Z] GC before operation: completed in 24.025 ms, heap usage 353.992 MB -> 41.926 MB. [2025-12-13T13:23:18.998Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:19.357Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:23:20.143Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:23:20.497Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:23:21.273Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:23:21.629Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:22.410Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:22.768Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:22.768Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (4421.085 ms) ====== [2025-12-13T13:23:22.768Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-12-13T13:23:22.768Z] GC before operation: completed in 22.778 ms, heap usage 99.036 MB -> 41.620 MB. [2025-12-13T13:23:23.533Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:23.921Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:23:24.711Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:23:25.078Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:23:25.858Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:23:26.214Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:26.583Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:27.368Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:27.368Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (4483.011 ms) ====== [2025-12-13T13:23:27.368Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-12-13T13:23:27.368Z] GC before operation: completed in 24.390 ms, heap usage 135.792 MB -> 41.960 MB. [2025-12-13T13:23:28.157Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:28.583Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:23:29.383Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:23:30.166Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:23:30.954Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:23:31.765Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:32.542Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:33.335Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:33.335Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (6057.304 ms) ====== [2025-12-13T13:23:33.335Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-12-13T13:23:33.335Z] GC before operation: completed in 38.846 ms, heap usage 153.501 MB -> 41.825 MB. [2025-12-13T13:23:34.136Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:34.914Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:23:35.689Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:23:36.470Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:23:37.245Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:23:37.626Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:38.410Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:39.193Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:39.193Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (5573.949 ms) ====== [2025-12-13T13:23:39.193Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-12-13T13:23:39.193Z] GC before operation: completed in 27.557 ms, heap usage 158.044 MB -> 41.566 MB. [2025-12-13T13:23:39.561Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:40.358Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:23:40.784Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:23:41.567Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:23:42.356Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:23:43.150Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:43.514Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:44.296Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:44.296Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (5158.888 ms) ====== [2025-12-13T13:23:44.296Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-12-13T13:23:44.296Z] GC before operation: completed in 30.105 ms, heap usage 112.993 MB -> 41.927 MB. [2025-12-13T13:23:45.065Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:45.423Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:23:46.192Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:23:46.548Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:23:47.362Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:23:47.730Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:48.502Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:48.864Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:48.864Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (4807.792 ms) ====== [2025-12-13T13:23:48.864Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-12-13T13:23:48.864Z] GC before operation: completed in 27.030 ms, heap usage 290.205 MB -> 41.770 MB. [2025-12-13T13:23:49.625Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:50.393Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:23:50.757Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:23:51.531Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:23:51.895Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:23:52.665Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:53.025Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:53.798Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:53.798Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (4675.780 ms) ====== [2025-12-13T13:23:53.798Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-12-13T13:23:53.798Z] GC before operation: completed in 26.655 ms, heap usage 83.171 MB -> 42.064 MB. [2025-12-13T13:23:54.562Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:54.924Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:23:55.687Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:23:56.045Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:23:56.813Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:23:57.578Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:23:57.932Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:23:58.709Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:23:58.709Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (4868.064 ms) ====== [2025-12-13T13:23:58.709Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-12-13T13:23:58.709Z] GC before operation: completed in 27.182 ms, heap usage 221.380 MB -> 41.872 MB. [2025-12-13T13:23:59.485Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:23:59.845Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:24:00.640Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:24:01.018Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:24:01.789Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:24:02.148Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:24:02.933Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:24:03.293Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:24:03.293Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (4809.972 ms) ====== [2025-12-13T13:24:03.293Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-12-13T13:24:03.293Z] GC before operation: completed in 27.436 ms, heap usage 176.628 MB -> 41.695 MB. [2025-12-13T13:24:04.079Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-13T13:24:04.878Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-13T13:24:05.240Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-13T13:24:06.062Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-13T13:24:06.421Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-13T13:24:07.200Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-13T13:24:07.964Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-13T13:24:08.730Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-13T13:24:08.730Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (5089.920 ms) ====== [2025-12-13T13:24:08.730Z] ----------------------------------- [2025-12-13T13:24:08.730Z] renaissance-gauss-mix_0_PASSED [2025-12-13T13:24:08.730Z] ----------------------------------- [2025-12-13T13:24:08.730Z] [2025-12-13T13:24:08.730Z] TEST TEARDOWN: [2025-12-13T13:24:08.730Z] Nothing to be done for teardown. [2025-12-13T13:24:08.730Z] renaissance-gauss-mix_0 Finish Time: Sat Dec 13 08:24:08 2025 Epoch Time (ms): 1765632248476