[2025-12-24T22:52:55.056Z] Running test renaissance-gauss-mix_0 ... [2025-12-24T22:52:55.056Z] =============================================== [2025-12-24T22:52:55.056Z] renaissance-gauss-mix_0 Start Time: Wed Dec 24 22:52:51 2025 Epoch Time (ms): 1766616771361 [2025-12-24T22:52:55.056Z] variation: NoOptions [2025-12-24T22:52:55.056Z] JVM_OPTIONS: [2025-12-24T22:52:55.056Z] { \ [2025-12-24T22:52:55.056Z] echo ""; echo "TEST SETUP:"; \ [2025-12-24T22:52:55.056Z] echo "Nothing to be done for setup."; \ [2025-12-24T22:52:55.056Z] mkdir -p "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17666142414256/renaissance-gauss-mix_0"; \ [2025-12-24T22:52:55.056Z] cd "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17666142414256/renaissance-gauss-mix_0"; \ [2025-12-24T22:52:55.056Z] echo ""; echo "TESTING:"; \ [2025-12-24T22:52:55.056Z] "/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_17666142414256/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-12-24T22:52:55.056Z] 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_17666142414256/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-12-24T22:52:55.056Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-12-24T22:52:55.056Z] echo "Nothing to be done for teardown."; \ [2025-12-24T22:52:55.056Z] } 2>&1 | tee -a "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17666142414256/TestTargetResult"; [2025-12-24T22:52:55.056Z] [2025-12-24T22:52:55.056Z] TEST SETUP: [2025-12-24T22:52:55.056Z] Nothing to be done for setup. [2025-12-24T22:52:55.056Z] [2025-12-24T22:52:55.056Z] TESTING: [2025-12-24T22:53:09.147Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 4) threads. [2025-12-24T22:53:09.147Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-12-24T22:53:09.147Z] GC before operation: completed in 93.501 ms, heap usage 71.484 MB -> 29.491 MB. [2025-12-24T22:53:25.225Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:53:28.346Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:53:31.443Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:53:34.488Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:53:37.542Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:53:40.724Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:53:42.714Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:53:45.824Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:53:45.824Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (36601.713 ms) ====== [2025-12-24T22:53:45.824Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-12-24T22:53:45.824Z] GC before operation: completed in 158.922 ms, heap usage 203.223 MB -> 37.467 MB. [2025-12-24T22:53:48.865Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:53:50.838Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:53:52.808Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:53:54.790Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:53:56.776Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:53:59.824Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:54:01.797Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:54:03.770Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:54:03.770Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (18114.962 ms) ====== [2025-12-24T22:54:03.770Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-12-24T22:54:03.770Z] GC before operation: completed in 145.673 ms, heap usage 352.522 MB -> 39.372 MB. [2025-12-24T22:54:06.242Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:54:08.231Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:54:10.210Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:54:12.202Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:54:14.182Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:54:16.172Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:54:18.139Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:54:20.107Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:54:20.107Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (16200.631 ms) ====== [2025-12-24T22:54:20.107Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-12-24T22:54:20.107Z] GC before operation: completed in 134.496 ms, heap usage 68.329 MB -> 40.760 MB. [2025-12-24T22:54:22.079Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:54:24.047Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:54:26.019Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:54:27.986Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:54:29.946Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:54:31.909Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:54:33.889Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:54:35.871Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:54:35.871Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (15471.186 ms) ====== [2025-12-24T22:54:35.871Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-12-24T22:54:35.871Z] GC before operation: completed in 150.612 ms, heap usage 323.092 MB -> 41.954 MB. [2025-12-24T22:54:37.859Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:54:39.834Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:54:41.807Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:54:43.774Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:54:44.735Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:54:46.715Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:54:48.694Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:54:50.678Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:54:50.678Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (14508.775 ms) ====== [2025-12-24T22:54:50.678Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-12-24T22:54:50.678Z] GC before operation: completed in 122.369 ms, heap usage 273.785 MB -> 41.708 MB. [2025-12-24T22:54:52.645Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:54:54.615Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:54:56.288Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:54:58.270Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:55:00.246Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:55:01.205Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:55:03.178Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:55:05.155Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:55:05.155Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (14288.600 ms) ====== [2025-12-24T22:55:05.155Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-12-24T22:55:05.155Z] GC before operation: completed in 128.546 ms, heap usage 467.887 MB -> 42.162 MB. [2025-12-24T22:55:07.126Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:55:08.081Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:55:10.178Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:55:12.142Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:55:14.111Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:55:15.073Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:55:17.033Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:55:19.001Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:55:19.001Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (13745.478 ms) ====== [2025-12-24T22:55:19.001Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-12-24T22:55:19.001Z] GC before operation: completed in 129.571 ms, heap usage 195.379 MB -> 41.811 MB. [2025-12-24T22:55:20.972Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:55:21.931Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:55:23.896Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:55:25.865Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:55:26.825Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:55:28.803Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:55:30.777Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:55:31.730Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:55:31.730Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (13182.790 ms) ====== [2025-12-24T22:55:31.730Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-12-24T22:55:32.689Z] GC before operation: completed in 122.154 ms, heap usage 319.417 MB -> 42.333 MB. [2025-12-24T22:55:33.651Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:55:35.621Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:55:37.595Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:55:38.563Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:55:40.535Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:55:42.115Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:55:43.082Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:55:45.060Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:55:45.060Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (12705.407 ms) ====== [2025-12-24T22:55:45.060Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-12-24T22:55:45.060Z] GC before operation: completed in 140.509 ms, heap usage 246.163 MB -> 42.052 MB. [2025-12-24T22:55:47.038Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:55:48.000Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:55:49.975Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:55:50.945Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:55:52.932Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:55:54.899Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:55:55.860Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:55:57.835Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:55:57.835Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (12539.815 ms) ====== [2025-12-24T22:55:57.835Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-12-24T22:55:57.835Z] GC before operation: completed in 130.856 ms, heap usage 528.639 MB -> 41.976 MB. [2025-12-24T22:55:59.816Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:56:00.779Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:56:02.757Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:56:03.725Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:56:05.698Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:56:06.660Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:56:08.635Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:56:10.617Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:56:10.617Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (12503.154 ms) ====== [2025-12-24T22:56:10.617Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-12-24T22:56:10.617Z] GC before operation: completed in 127.271 ms, heap usage 387.939 MB -> 42.405 MB. [2025-12-24T22:56:12.589Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:56:13.546Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:56:14.503Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:56:16.464Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:56:17.442Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:56:19.583Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:56:20.537Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:56:22.499Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:56:22.499Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (11880.821 ms) ====== [2025-12-24T22:56:22.499Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-12-24T22:56:22.499Z] GC before operation: completed in 125.188 ms, heap usage 449.545 MB -> 42.179 MB. [2025-12-24T22:56:24.465Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:56:25.428Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:56:27.406Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:56:28.363Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:56:29.361Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:56:31.339Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:56:32.306Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:56:34.012Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:56:34.012Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (11900.038 ms) ====== [2025-12-24T22:56:34.012Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-12-24T22:56:34.012Z] GC before operation: completed in 118.745 ms, heap usage 101.062 MB -> 41.635 MB. [2025-12-24T22:56:35.985Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:56:36.941Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:56:38.916Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:56:39.877Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:56:41.861Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:56:42.825Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:56:44.806Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:56:46.776Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:56:46.776Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (11915.806 ms) ====== [2025-12-24T22:56:46.776Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-12-24T22:56:46.776Z] GC before operation: completed in 135.406 ms, heap usage 318.888 MB -> 42.203 MB. [2025-12-24T22:56:48.757Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:56:49.719Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:56:51.691Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:56:52.651Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:56:54.635Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:56:55.595Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:56:57.579Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:56:58.538Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:56:58.538Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (12404.495 ms) ====== [2025-12-24T22:56:58.538Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-12-24T22:56:58.538Z] GC before operation: completed in 139.715 ms, heap usage 203.090 MB -> 41.882 MB. [2025-12-24T22:57:00.523Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:57:02.500Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:57:03.461Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:57:05.438Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:57:06.402Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:57:08.377Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:57:09.513Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:57:11.492Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:57:11.492Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (12299.205 ms) ====== [2025-12-24T22:57:11.492Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-12-24T22:57:11.492Z] GC before operation: completed in 128.883 ms, heap usage 325.953 MB -> 42.297 MB. [2025-12-24T22:57:13.471Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:57:14.442Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:57:16.425Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:57:17.385Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:57:19.355Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:57:21.034Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:57:22.000Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:57:23.983Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:57:23.983Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (12479.907 ms) ====== [2025-12-24T22:57:23.983Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-12-24T22:57:23.983Z] GC before operation: completed in 142.733 ms, heap usage 321.819 MB -> 42.090 MB. [2025-12-24T22:57:25.968Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:57:26.938Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:57:28.915Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:57:29.883Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:57:31.873Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:57:32.833Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:57:34.811Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:57:35.778Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:57:35.778Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (12194.348 ms) ====== [2025-12-24T22:57:35.778Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-12-24T22:57:36.745Z] GC before operation: completed in 135.913 ms, heap usage 172.482 MB -> 41.739 MB. [2025-12-24T22:57:37.713Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:57:39.698Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:57:40.658Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:57:42.620Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:57:43.577Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:57:45.546Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:57:46.504Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:57:48.478Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:57:48.479Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (12032.475 ms) ====== [2025-12-24T22:57:48.479Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-12-24T22:57:48.479Z] GC before operation: completed in 120.867 ms, heap usage 305.821 MB -> 42.215 MB. [2025-12-24T22:57:50.464Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:57:51.427Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:57:53.410Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:57:54.372Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:57:56.355Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:57:57.313Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:57:59.323Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:58:01.299Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:58:01.299Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (12522.544 ms) ====== [2025-12-24T22:58:01.299Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-12-24T22:58:01.299Z] GC before operation: completed in 127.270 ms, heap usage 202.997 MB -> 41.987 MB. [2025-12-24T22:58:03.280Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:58:04.242Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:58:06.211Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:58:07.175Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:58:09.855Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:58:10.822Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:58:11.787Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:58:13.770Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:58:13.771Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (12313.458 ms) ====== [2025-12-24T22:58:13.771Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-12-24T22:58:13.771Z] GC before operation: completed in 128.881 ms, heap usage 267.156 MB -> 41.788 MB. [2025-12-24T22:58:15.747Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:58:16.707Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:58:18.679Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:58:19.637Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:58:21.611Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:58:22.570Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:58:24.545Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:58:25.508Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:58:25.508Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (12306.466 ms) ====== [2025-12-24T22:58:25.508Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-12-24T22:58:26.465Z] GC before operation: completed in 127.117 ms, heap usage 188.275 MB -> 42.130 MB. [2025-12-24T22:58:27.428Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:58:29.405Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:58:30.370Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:58:32.338Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:58:33.308Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:58:35.282Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:58:36.244Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:58:38.245Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:58:38.245Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (11770.869 ms) ====== [2025-12-24T22:58:38.245Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-12-24T22:58:38.245Z] GC before operation: completed in 129.471 ms, heap usage 493.917 MB -> 42.016 MB. [2025-12-24T22:58:39.208Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:58:41.191Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:58:42.151Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:58:44.119Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:58:45.079Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:58:47.045Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:58:48.008Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:58:49.993Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:58:49.993Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (11831.061 ms) ====== [2025-12-24T22:58:49.993Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-12-24T22:58:49.993Z] GC before operation: completed in 127.006 ms, heap usage 297.553 MB -> 42.304 MB. [2025-12-24T22:58:51.960Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:58:52.918Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:58:53.882Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:58:56.264Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:58:57.234Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:58:59.201Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:59:00.173Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:59:02.141Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:59:02.141Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (12082.435 ms) ====== [2025-12-24T22:59:02.141Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-12-24T22:59:02.141Z] GC before operation: completed in 128.048 ms, heap usage 232.526 MB -> 42.043 MB. [2025-12-24T22:59:04.125Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:59:05.083Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:59:07.054Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:59:08.013Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:59:10.187Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:59:11.152Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:59:12.118Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:59:14.088Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:59:14.088Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (11940.942 ms) ====== [2025-12-24T22:59:14.088Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-12-24T22:59:14.088Z] GC before operation: completed in 130.050 ms, heap usage 241.491 MB -> 41.796 MB. [2025-12-24T22:59:16.064Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:59:17.028Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:59:18.999Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:59:19.960Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:59:21.944Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:59:22.905Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:59:24.877Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:59:25.841Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:59:25.841Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (11749.844 ms) ====== [2025-12-24T22:59:25.841Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-12-24T22:59:25.841Z] GC before operation: completed in 120.510 ms, heap usage 261.346 MB -> 42.276 MB. [2025-12-24T22:59:27.806Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:59:28.773Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:59:30.746Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:59:31.721Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:59:33.717Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:59:34.685Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:59:36.671Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:59:37.628Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:59:37.628Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (11562.709 ms) ====== [2025-12-24T22:59:37.628Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-12-24T22:59:37.628Z] GC before operation: completed in 114.492 ms, heap usage 413.944 MB -> 42.024 MB. [2025-12-24T22:59:39.607Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:59:40.568Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:59:41.523Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:59:43.500Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:59:44.904Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:59:45.862Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:59:46.821Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T22:59:48.803Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T22:59:48.803Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (10787.694 ms) ====== [2025-12-24T22:59:48.803Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-12-24T22:59:48.803Z] GC before operation: completed in 111.928 ms, heap usage 86.722 MB -> 42.250 MB. [2025-12-24T22:59:50.774Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T22:59:51.735Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T22:59:53.703Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T22:59:54.659Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T22:59:56.623Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T22:59:57.585Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T22:59:59.561Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T23:00:00.516Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T23:00:00.517Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (12156.200 ms) ====== [2025-12-24T23:00:00.517Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-12-24T23:00:00.517Z] GC before operation: completed in 111.438 ms, heap usage 115.669 MB -> 42.036 MB. [2025-12-24T23:00:02.575Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T23:00:03.589Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T23:00:05.785Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T23:00:06.822Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T23:00:07.844Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T23:00:09.906Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T23:00:10.966Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T23:00:11.966Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T23:00:11.966Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (11369.922 ms) ====== [2025-12-24T23:00:11.966Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-12-24T23:00:11.966Z] GC before operation: completed in 128.196 ms, heap usage 272.083 MB -> 41.926 MB. [2025-12-24T23:00:14.169Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T23:00:15.223Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T23:00:17.311Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T23:00:18.333Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T23:00:19.311Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T23:00:21.381Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T23:00:22.376Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T23:00:24.493Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T23:00:24.493Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (11655.572 ms) ====== [2025-12-24T23:00:24.493Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-12-24T23:00:24.493Z] GC before operation: completed in 131.508 ms, heap usage 272.879 MB -> 42.250 MB. [2025-12-24T23:00:25.510Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T23:00:27.539Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T23:00:28.578Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T23:00:29.579Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T23:00:31.608Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T23:00:32.595Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T23:00:34.369Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T23:00:35.342Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T23:00:35.342Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (11581.144 ms) ====== [2025-12-24T23:00:35.342Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-12-24T23:00:36.317Z] GC before operation: completed in 117.589 ms, heap usage 334.401 MB -> 42.038 MB. [2025-12-24T23:00:37.281Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T23:00:39.317Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T23:00:40.303Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T23:00:42.278Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T23:00:43.293Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T23:00:45.267Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T23:00:46.229Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T23:00:48.209Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T23:00:48.209Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (11981.384 ms) ====== [2025-12-24T23:00:48.209Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-12-24T23:00:48.209Z] GC before operation: completed in 120.593 ms, heap usage 130.173 MB -> 41.726 MB. [2025-12-24T23:00:49.299Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T23:00:51.265Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T23:00:52.229Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T23:00:54.194Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T23:00:55.155Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T23:00:56.116Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T23:00:58.161Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T23:00:59.119Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T23:00:59.119Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (11379.175 ms) ====== [2025-12-24T23:00:59.119Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-12-24T23:00:59.119Z] GC before operation: completed in 127.771 ms, heap usage 241.753 MB -> 42.181 MB. [2025-12-24T23:01:01.080Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T23:01:02.054Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T23:01:04.035Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T23:01:05.074Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T23:01:07.040Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T23:01:08.083Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T23:01:10.053Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T23:01:11.014Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T23:01:11.014Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (11848.091 ms) ====== [2025-12-24T23:01:11.014Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-12-24T23:01:11.983Z] GC before operation: completed in 137.636 ms, heap usage 314.766 MB -> 42.002 MB. [2025-12-24T23:01:12.973Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T23:01:15.080Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T23:01:16.160Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T23:01:17.230Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T23:01:19.194Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T23:01:20.326Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T23:01:21.283Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T23:01:22.938Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T23:01:22.938Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (11303.392 ms) ====== [2025-12-24T23:01:22.938Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-12-24T23:01:22.938Z] GC before operation: completed in 132.790 ms, heap usage 183.215 MB -> 42.283 MB. [2025-12-24T23:01:24.919Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T23:01:25.871Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T23:01:27.844Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T23:01:28.802Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T23:01:30.768Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T23:01:31.729Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T23:01:32.682Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T23:01:34.647Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T23:01:34.647Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (11730.963 ms) ====== [2025-12-24T23:01:34.647Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-12-24T23:01:34.647Z] GC before operation: completed in 120.961 ms, heap usage 470.365 MB -> 42.243 MB. [2025-12-24T23:01:36.610Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T23:01:37.570Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T23:01:39.552Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T23:01:40.522Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T23:01:42.509Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T23:01:43.474Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T23:01:45.466Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T23:01:46.439Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T23:01:46.439Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (11715.578 ms) ====== [2025-12-24T23:01:46.439Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-12-24T23:01:46.439Z] GC before operation: completed in 119.948 ms, heap usage 570.961 MB -> 42.059 MB. [2025-12-24T23:01:48.417Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-12-24T23:01:49.381Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-12-24T23:01:51.356Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-12-24T23:01:52.321Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-12-24T23:01:53.290Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-12-24T23:01:55.395Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-12-24T23:01:56.362Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-12-24T23:01:57.401Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-12-24T23:01:57.401Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (11222.030 ms) ====== [2025-12-24T23:01:59.453Z] ----------------------------------- [2025-12-24T23:01:59.453Z] renaissance-gauss-mix_0_PASSED [2025-12-24T23:01:59.453Z] ----------------------------------- [2025-12-24T23:01:59.454Z] [2025-12-24T23:01:59.454Z] TEST TEARDOWN: [2025-12-24T23:01:59.454Z] Nothing to be done for teardown. [2025-12-24T23:01:59.454Z] renaissance-gauss-mix_0 Finish Time: Wed Dec 24 23:01:58 2025 Epoch Time (ms): 1766617318671