renaissance-gauss-mix_0

[2025-05-28T23:38:50.118Z] Running test renaissance-gauss-mix_0 ... [2025-05-28T23:38:50.119Z] =============================================== [2025-05-28T23:38:50.119Z] renaissance-gauss-mix_0 Start Time: Wed May 28 23:38:49 2025 Epoch Time (ms): 1748475529621 [2025-05-28T23:38:50.119Z] variation: NoOptions [2025-05-28T23:38:50.119Z] JVM_OPTIONS: [2025-05-28T23:38:50.119Z] { \ [2025-05-28T23:38:50.119Z] echo ""; echo "TEST SETUP:"; \ [2025-05-28T23:38:50.119Z] echo "Nothing to be done for setup."; \ [2025-05-28T23:38:50.119Z] mkdir -p "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17484748485130/renaissance-gauss-mix_0"; \ [2025-05-28T23:38:50.119Z] cd "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17484748485130/renaissance-gauss-mix_0"; \ [2025-05-28T23:38:50.119Z] echo ""; echo "TESTING:"; \ [2025-05-28T23:38:50.119Z] "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_aarch64_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_openjdk21_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17484748485130/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-05-28T23:38:50.119Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /home/jenkins/workspace/Test_openjdk21_hs_extended.perf_aarch64_linux/aqa-tests/TKG/..; rm -f -r "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17484748485130/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-05-28T23:38:50.119Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-05-28T23:38:50.119Z] echo "Nothing to be done for teardown."; \ [2025-05-28T23:38:50.119Z] } 2>&1 | tee -a "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17484748485130/TestTargetResult"; [2025-05-28T23:38:50.119Z] [2025-05-28T23:38:50.119Z] TEST SETUP: [2025-05-28T23:38:50.119Z] Nothing to be done for setup. [2025-05-28T23:38:50.119Z] [2025-05-28T23:38:50.119Z] TESTING: [2025-05-28T23:38:57.902Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 4) threads. [2025-05-28T23:38:57.902Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-05-28T23:38:57.902Z] GC before operation: completed in 48.623 ms, heap usage 63.923 MB -> 29.345 MB. [2025-05-28T23:39:07.458Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:39:10.108Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:39:12.727Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:39:15.294Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:39:17.217Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:39:19.771Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:39:21.710Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:39:23.648Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:39:23.648Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (26309.353 ms) ====== [2025-05-28T23:39:23.648Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-05-28T23:39:24.036Z] GC before operation: completed in 77.644 ms, heap usage 56.897 MB -> 37.225 MB. [2025-05-28T23:39:25.991Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:39:28.109Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:39:30.074Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:39:31.450Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:39:33.340Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:39:35.341Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:39:36.730Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:39:38.741Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:39:38.741Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (14778.197 ms) ====== [2025-05-28T23:39:38.741Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-05-28T23:39:38.741Z] GC before operation: completed in 69.859 ms, heap usage 244.145 MB -> 39.106 MB. [2025-05-28T23:39:40.717Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:39:42.049Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:39:44.100Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:39:46.069Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:39:48.001Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:39:50.022Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:39:51.930Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:39:53.250Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:39:53.250Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (14727.241 ms) ====== [2025-05-28T23:39:53.250Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-05-28T23:39:53.706Z] GC before operation: completed in 67.930 ms, heap usage 237.258 MB -> 40.834 MB. [2025-05-28T23:39:55.101Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:39:57.000Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:39:58.947Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:40:00.412Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:40:02.307Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:40:03.696Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:40:05.612Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:40:07.542Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:40:07.542Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (13789.684 ms) ====== [2025-05-28T23:40:07.542Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-05-28T23:40:07.542Z] GC before operation: completed in 67.154 ms, heap usage 314.993 MB -> 41.963 MB. [2025-05-28T23:40:08.947Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:40:10.892Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:40:12.248Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:40:14.250Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:40:15.780Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:40:17.126Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:40:19.040Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:40:20.391Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:40:20.391Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (13186.798 ms) ====== [2025-05-28T23:40:20.391Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-05-28T23:40:20.772Z] GC before operation: completed in 65.449 ms, heap usage 231.501 MB -> 41.657 MB. [2025-05-28T23:40:22.098Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:40:23.999Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:40:25.955Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:40:27.868Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:40:29.780Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:40:31.156Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:40:32.578Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:40:34.512Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:40:34.512Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (13754.405 ms) ====== [2025-05-28T23:40:34.512Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-05-28T23:40:34.512Z] GC before operation: completed in 64.535 ms, heap usage 298.688 MB -> 42.101 MB. [2025-05-28T23:40:36.437Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:40:37.831Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:40:39.718Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:40:41.034Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:40:43.138Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:40:44.539Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:40:46.440Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:40:47.910Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:40:47.910Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (13325.211 ms) ====== [2025-05-28T23:40:47.910Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-05-28T23:40:47.910Z] GC before operation: completed in 66.867 ms, heap usage 311.699 MB -> 41.869 MB. [2025-05-28T23:40:49.271Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:40:51.279Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:40:52.693Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:40:54.616Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:40:56.502Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:40:57.945Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:40:59.873Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:41:01.222Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:41:01.222Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (13509.002 ms) ====== [2025-05-28T23:41:01.222Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-05-28T23:41:01.222Z] GC before operation: completed in 66.767 ms, heap usage 187.121 MB -> 42.222 MB. [2025-05-28T23:41:03.210Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:41:04.593Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:41:05.997Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:41:07.493Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:41:09.514Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:41:10.871Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:41:12.830Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:41:14.189Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:41:14.189Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (12737.826 ms) ====== [2025-05-28T23:41:14.189Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-05-28T23:41:14.189Z] GC before operation: completed in 65.333 ms, heap usage 201.311 MB -> 41.895 MB. [2025-05-28T23:41:16.139Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:41:17.491Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:41:18.849Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:41:20.184Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:41:22.102Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:41:24.027Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:41:25.410Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:41:26.824Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:41:26.824Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (12737.384 ms) ====== [2025-05-28T23:41:26.824Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-05-28T23:41:26.824Z] GC before operation: completed in 64.889 ms, heap usage 237.723 MB -> 41.735 MB. [2025-05-28T23:41:28.916Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:41:30.360Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:41:31.751Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:41:33.107Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:41:35.195Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:41:36.615Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:41:38.030Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:41:39.960Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:41:39.960Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (12755.427 ms) ====== [2025-05-28T23:41:39.960Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-05-28T23:41:39.960Z] GC before operation: completed in 70.682 ms, heap usage 127.733 MB -> 42.044 MB. [2025-05-28T23:41:41.369Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:41:42.815Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:41:44.790Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:41:46.165Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:41:47.540Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:41:48.914Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:41:50.892Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:41:52.236Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:41:52.236Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (12376.169 ms) ====== [2025-05-28T23:41:52.236Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-05-28T23:41:52.236Z] GC before operation: completed in 62.226 ms, heap usage 176.178 MB -> 41.862 MB. [2025-05-28T23:41:54.239Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:41:55.664Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:41:57.032Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:41:58.488Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:41:59.846Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:42:01.838Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:42:03.205Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:42:04.538Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:42:04.538Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (12422.642 ms) ====== [2025-05-28T23:42:04.538Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-05-28T23:42:04.940Z] GC before operation: completed in 57.254 ms, heap usage 244.031 MB -> 41.630 MB. [2025-05-28T23:42:06.359Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:42:07.726Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:42:09.789Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:42:11.220Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:42:12.645Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:42:14.042Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:42:15.395Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:42:17.360Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:42:17.360Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (12430.551 ms) ====== [2025-05-28T23:42:17.360Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-05-28T23:42:17.360Z] GC before operation: completed in 50.116 ms, heap usage 62.825 MB -> 41.916 MB. [2025-05-28T23:42:18.721Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:42:20.632Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:42:22.002Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:42:23.384Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:42:24.877Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:42:26.204Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:42:28.113Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:42:29.430Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:42:29.430Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (12198.927 ms) ====== [2025-05-28T23:42:29.430Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-05-28T23:42:29.430Z] GC before operation: completed in 57.115 ms, heap usage 370.472 MB -> 41.841 MB. [2025-05-28T23:42:31.440Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:42:32.832Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:42:34.168Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:42:36.097Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:42:37.422Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:42:38.823Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:42:40.799Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:42:42.220Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:42:42.220Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (12488.176 ms) ====== [2025-05-28T23:42:42.220Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-05-28T23:42:42.220Z] GC before operation: completed in 48.418 ms, heap usage 60.954 MB -> 42.103 MB. [2025-05-28T23:42:43.601Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:42:44.953Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:42:46.965Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:42:48.340Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:42:49.740Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:42:51.246Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:42:52.642Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:42:54.602Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:42:54.602Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (12308.415 ms) ====== [2025-05-28T23:42:54.602Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-05-28T23:42:54.602Z] GC before operation: completed in 50.776 ms, heap usage 204.725 MB -> 41.887 MB. [2025-05-28T23:42:55.949Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:42:57.881Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:42:59.367Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:43:00.810Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:43:02.150Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:43:03.498Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:43:05.420Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:43:06.790Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:43:06.790Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (12350.097 ms) ====== [2025-05-28T23:43:06.790Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-05-28T23:43:06.790Z] GC before operation: completed in 48.484 ms, heap usage 141.488 MB -> 41.633 MB. [2025-05-28T23:43:08.141Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:43:10.130Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:43:11.530Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:43:12.874Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:43:14.986Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:43:16.321Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:43:17.723Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:43:19.148Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:43:19.148Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (12365.531 ms) ====== [2025-05-28T23:43:19.148Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-05-28T23:43:19.148Z] GC before operation: completed in 49.652 ms, heap usage 85.346 MB -> 41.959 MB. [2025-05-28T23:43:21.102Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:43:22.479Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:43:23.851Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:43:25.199Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:43:27.121Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:43:28.472Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:43:30.423Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:43:31.820Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:43:31.820Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (12511.493 ms) ====== [2025-05-28T23:43:31.820Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-05-28T23:43:31.820Z] GC before operation: completed in 52.617 ms, heap usage 235.688 MB -> 41.880 MB. [2025-05-28T23:43:33.134Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:43:35.082Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:43:36.420Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:43:37.738Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:43:39.651Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:43:40.990Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:43:42.449Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:43:44.411Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:43:44.411Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (12373.399 ms) ====== [2025-05-28T23:43:44.411Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-05-28T23:43:44.411Z] GC before operation: completed in 49.354 ms, heap usage 453.743 MB -> 41.724 MB. [2025-05-28T23:43:45.724Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:43:47.741Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:43:49.100Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:43:50.450Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:43:52.380Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:43:53.679Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:43:55.609Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:43:57.000Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:43:57.000Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (12752.036 ms) ====== [2025-05-28T23:43:57.000Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-05-28T23:43:57.000Z] GC before operation: completed in 48.610 ms, heap usage 60.680 MB -> 41.893 MB. [2025-05-28T23:43:58.433Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:43:59.863Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:44:01.790Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:44:03.150Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:44:04.497Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:44:05.956Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:44:07.910Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:44:09.256Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:44:09.256Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (12111.446 ms) ====== [2025-05-28T23:44:09.256Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-05-28T23:44:09.256Z] GC before operation: completed in 53.572 ms, heap usage 318.005 MB -> 41.804 MB. [2025-05-28T23:44:10.585Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:44:12.510Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:44:13.873Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:44:15.258Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:44:16.617Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:44:18.520Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:44:19.890Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:44:21.225Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:44:21.225Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (12204.690 ms) ====== [2025-05-28T23:44:21.225Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-05-28T23:44:21.225Z] GC before operation: completed in 52.290 ms, heap usage 235.699 MB -> 42.213 MB. [2025-05-28T23:44:23.250Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:44:24.591Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:44:25.932Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:44:27.922Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:44:29.294Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:44:30.644Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:44:31.982Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:44:33.899Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:44:33.900Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (12301.524 ms) ====== [2025-05-28T23:44:33.900Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-05-28T23:44:33.900Z] GC before operation: completed in 49.465 ms, heap usage 339.646 MB -> 41.961 MB. [2025-05-28T23:44:35.209Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:44:37.120Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:44:38.482Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:44:39.810Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:44:41.730Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:44:43.131Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:44:44.465Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:44:46.355Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:44:46.355Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (12281.842 ms) ====== [2025-05-28T23:44:46.355Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-05-28T23:44:46.355Z] GC before operation: completed in 50.018 ms, heap usage 250.022 MB -> 41.650 MB. [2025-05-28T23:44:47.700Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:44:49.057Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:44:50.961Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:44:52.280Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:44:53.690Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:44:55.191Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:44:56.570Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:44:57.902Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:44:58.298Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (12007.302 ms) ====== [2025-05-28T23:44:58.298Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-05-28T23:44:58.298Z] GC before operation: completed in 49.813 ms, heap usage 247.124 MB -> 42.085 MB. [2025-05-28T23:44:59.652Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:45:01.581Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:45:02.961Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:45:04.302Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:45:05.682Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:45:07.170Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:45:09.080Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:45:10.451Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:45:10.451Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (12156.405 ms) ====== [2025-05-28T23:45:10.451Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-05-28T23:45:10.451Z] GC before operation: completed in 48.437 ms, heap usage 455.223 MB -> 41.986 MB. [2025-05-28T23:45:11.801Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:45:13.720Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:45:15.052Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:45:16.400Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:45:18.352Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:45:19.741Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:45:21.100Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:45:22.418Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:45:22.418Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (12221.417 ms) ====== [2025-05-28T23:45:22.418Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-05-28T23:45:22.829Z] GC before operation: completed in 51.713 ms, heap usage 181.657 MB -> 42.239 MB. [2025-05-28T23:45:24.772Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:45:26.130Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:45:27.491Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:45:29.424Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:45:30.762Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:45:32.123Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:45:34.084Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:45:35.469Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:45:35.469Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (12773.222 ms) ====== [2025-05-28T23:45:35.469Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-05-28T23:45:35.469Z] GC before operation: completed in 51.681 ms, heap usage 61.578 MB -> 41.818 MB. [2025-05-28T23:45:36.881Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:45:38.856Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:45:40.236Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:45:41.745Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:45:43.190Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:45:44.542Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:45:45.940Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:45:47.862Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:45:47.862Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (12091.476 ms) ====== [2025-05-28T23:45:47.862Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-05-28T23:45:47.862Z] GC before operation: completed in 48.857 ms, heap usage 182.808 MB -> 41.728 MB. [2025-05-28T23:45:49.238Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:45:50.657Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:45:51.998Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:45:53.973Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:45:55.355Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:45:56.720Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:45:58.106Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:46:00.049Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:46:00.049Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (12215.886 ms) ====== [2025-05-28T23:46:00.049Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-05-28T23:46:00.049Z] GC before operation: completed in 49.543 ms, heap usage 172.818 MB -> 42.174 MB. [2025-05-28T23:46:01.455Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:46:02.858Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:46:04.792Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:46:06.150Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:46:07.540Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:46:08.875Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:46:10.820Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:46:12.179Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:46:12.179Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (12152.206 ms) ====== [2025-05-28T23:46:12.179Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-05-28T23:46:12.179Z] GC before operation: completed in 46.726 ms, heap usage 239.371 MB -> 42.013 MB. [2025-05-28T23:46:13.601Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:46:15.557Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:46:16.994Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:46:18.385Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:46:19.742Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:46:21.126Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:46:23.119Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:46:24.480Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:46:24.480Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (12285.440 ms) ====== [2025-05-28T23:46:24.480Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-05-28T23:46:24.480Z] GC before operation: completed in 50.624 ms, heap usage 303.933 MB -> 41.658 MB. [2025-05-28T23:46:25.830Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:46:27.801Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:46:29.190Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:46:30.518Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:46:31.867Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:46:33.800Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:46:35.161Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:46:36.497Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:46:36.497Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (12172.788 ms) ====== [2025-05-28T23:46:36.497Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-05-28T23:46:36.497Z] GC before operation: completed in 49.211 ms, heap usage 272.286 MB -> 42.030 MB. [2025-05-28T23:46:38.473Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:46:39.810Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:46:41.176Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:46:42.604Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:46:44.580Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:46:45.912Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:46:47.364Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:46:48.685Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:46:48.685Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (12181.618 ms) ====== [2025-05-28T23:46:48.685Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-05-28T23:46:48.685Z] GC before operation: completed in 49.281 ms, heap usage 366.981 MB -> 41.904 MB. [2025-05-28T23:46:50.610Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:46:52.024Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:46:53.414Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:46:54.784Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:46:56.687Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:46:58.006Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:46:59.340Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:47:01.231Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:47:01.231Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (12172.051 ms) ====== [2025-05-28T23:47:01.231Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-05-28T23:47:01.231Z] GC before operation: completed in 53.029 ms, heap usage 317.450 MB -> 42.269 MB. [2025-05-28T23:47:02.590Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:47:04.492Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:47:05.850Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:47:07.170Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:47:09.120Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:47:10.502Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:47:11.860Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:47:13.240Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:47:13.240Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (12258.981 ms) ====== [2025-05-28T23:47:13.240Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-05-28T23:47:13.240Z] GC before operation: completed in 51.083 ms, heap usage 300.895 MB -> 42.077 MB. [2025-05-28T23:47:15.241Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:47:16.632Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:47:17.990Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:47:19.343Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:47:21.280Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:47:22.634Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:47:24.150Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:47:25.524Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:47:25.524Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (12232.707 ms) ====== [2025-05-28T23:47:25.524Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-05-28T23:47:25.524Z] GC before operation: completed in 52.379 ms, heap usage 186.896 MB -> 41.656 MB. [2025-05-28T23:47:27.502Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-05-28T23:47:28.852Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-05-28T23:47:30.161Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-05-28T23:47:31.520Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-05-28T23:47:33.520Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-05-28T23:47:34.900Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-05-28T23:47:36.294Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-05-28T23:47:37.637Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-05-28T23:47:37.637Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (12041.227 ms) ====== [2025-05-28T23:47:38.015Z] ----------------------------------- [2025-05-28T23:47:38.015Z] renaissance-gauss-mix_0_PASSED [2025-05-28T23:47:38.015Z] ----------------------------------- [2025-05-28T23:47:38.015Z] [2025-05-28T23:47:38.015Z] TEST TEARDOWN: [2025-05-28T23:47:38.015Z] Nothing to be done for teardown. [2025-05-28T23:47:38.015Z] renaissance-gauss-mix_0 Finish Time: Wed May 28 23:47:37 2025 Epoch Time (ms): 1748476057953