renaissance-gauss-mix_0
[2025-12-27T14:26:29.231Z] Running test renaissance-gauss-mix_0 ...
[2025-12-27T14:26:29.231Z] ===============================================
[2025-12-27T14:26:29.231Z] renaissance-gauss-mix_0 Start Time: Sat Dec 27 14:26:28 2025 Epoch Time (ms): 1766845588299
[2025-12-27T14:26:29.231Z] variation: NoOptions
[2025-12-27T14:26:29.231Z] JVM_OPTIONS:
[2025-12-27T14:26:29.231Z] { \
[2025-12-27T14:26:29.231Z] echo ""; echo "TEST SETUP:"; \
[2025-12-27T14:26:29.231Z] echo "Nothing to be done for setup."; \
[2025-12-27T14:26:29.231Z] mkdir -p "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17668443579572/renaissance-gauss-mix_0"; \
[2025-12-27T14:26:29.231Z] cd "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17668443579572/renaissance-gauss-mix_0"; \
[2025-12-27T14:26:29.231Z] echo ""; echo "TESTING:"; \
[2025-12-27T14:26:29.231Z] "/home/jenkins/workspace/Test_openjdk25_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_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17668443579572/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \
[2025-12-27T14:26:29.231Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/..; rm -f -r "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17668443579572/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \
[2025-12-27T14:26:29.231Z] echo ""; echo "TEST TEARDOWN:"; \
[2025-12-27T14:26:29.231Z] echo "Nothing to be done for teardown."; \
[2025-12-27T14:26:29.231Z] } 2>&1 | tee -a "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17668443579572/TestTargetResult";
[2025-12-27T14:26:29.231Z]
[2025-12-27T14:26:29.231Z] TEST SETUP:
[2025-12-27T14:26:29.231Z] Nothing to be done for setup.
[2025-12-27T14:26:29.231Z]
[2025-12-27T14:26:29.231Z] TESTING:
[2025-12-27T14:26:30.199Z] WARNING: A terminally deprecated method in sun.misc.Unsafe has been called
[2025-12-27T14:26:30.199Z] WARNING: sun.misc.Unsafe::objectFieldOffset has been called by scala.runtime.LazyVals$ (file:/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/output_17668443579572/renaissance-gauss-mix_0/launcher-142628-690907978782197018/renaissance-harness_3/lib/scala3-library_3-3.3.4.jar)
[2025-12-27T14:26:30.199Z] WARNING: Please consider reporting this to the maintainers of class scala.runtime.LazyVals$
[2025-12-27T14:26:30.199Z] WARNING: sun.misc.Unsafe::objectFieldOffset will be removed in a future release
[2025-12-27T14:26:41.298Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 4) threads.
[2025-12-27T14:26:41.298Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ======
[2025-12-27T14:26:41.298Z] GC before operation: completed in 63.619 ms, heap usage 39.417 MB -> 29.543 MB.
[2025-12-27T14:26:50.159Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:26:53.234Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:26:56.312Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:26:58.303Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:27:01.548Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:27:03.541Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:27:06.616Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:27:08.608Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:27:08.608Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (29784.362 ms) ======
[2025-12-27T14:27:08.608Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ======
[2025-12-27T14:27:08.608Z] GC before operation: completed in 99.457 ms, heap usage 182.282 MB -> 37.329 MB.
[2025-12-27T14:27:11.693Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:27:13.688Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:27:15.676Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:27:18.743Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:27:20.732Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:27:22.720Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:27:25.794Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:27:27.789Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:27:27.789Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (19563.708 ms) ======
[2025-12-27T14:27:27.789Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ======
[2025-12-27T14:27:28.757Z] GC before operation: completed in 70.432 ms, heap usage 164.175 MB -> 39.024 MB.
[2025-12-27T14:27:30.743Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:27:32.732Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:27:35.806Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:27:37.801Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:27:39.794Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:27:41.788Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:27:44.859Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:27:45.833Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:27:45.833Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (17836.129 ms) ======
[2025-12-27T14:27:45.833Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ======
[2025-12-27T14:27:45.833Z] GC before operation: completed in 84.178 ms, heap usage 59.158 MB -> 40.631 MB.
[2025-12-27T14:27:48.941Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:27:50.933Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:27:51.904Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:27:53.903Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:27:56.976Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:27:58.976Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:28:00.978Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:28:02.969Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:28:02.969Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (17113.110 ms) ======
[2025-12-27T14:28:02.969Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ======
[2025-12-27T14:28:02.969Z] GC before operation: completed in 73.008 ms, heap usage 136.664 MB -> 41.726 MB.
[2025-12-27T14:28:06.047Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:28:08.049Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:28:10.047Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:28:12.042Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:28:14.040Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:28:16.029Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:28:18.020Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:28:18.990Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:28:18.990Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (16019.251 ms) ======
[2025-12-27T14:28:18.990Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ======
[2025-12-27T14:28:19.968Z] GC before operation: completed in 79.938 ms, heap usage 156.353 MB -> 41.488 MB.
[2025-12-27T14:28:21.964Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:28:23.957Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:28:25.951Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:28:27.945Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:28:29.939Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:28:31.939Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:28:33.932Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:28:35.920Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:28:35.920Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (16244.122 ms) ======
[2025-12-27T14:28:35.920Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ======
[2025-12-27T14:28:35.920Z] GC before operation: completed in 84.204 ms, heap usage 277.282 MB -> 41.964 MB.
[2025-12-27T14:28:37.916Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:28:39.913Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:28:41.906Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:28:43.903Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:28:46.609Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:28:48.603Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:28:49.570Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:28:51.570Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:28:51.570Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (15982.442 ms) ======
[2025-12-27T14:28:51.570Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ======
[2025-12-27T14:28:51.570Z] GC before operation: completed in 77.765 ms, heap usage 123.409 MB -> 41.576 MB.
[2025-12-27T14:28:53.564Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:28:55.562Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:28:57.555Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:28:59.549Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:29:01.671Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:29:02.645Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:29:04.640Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:29:06.639Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:29:06.639Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (14521.911 ms) ======
[2025-12-27T14:29:06.639Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ======
[2025-12-27T14:29:06.639Z] GC before operation: completed in 82.585 ms, heap usage 61.071 MB -> 42.109 MB.
[2025-12-27T14:29:08.633Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:29:10.622Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:29:11.593Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:29:13.589Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:29:15.589Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:29:16.561Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:29:18.557Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:29:20.553Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:29:20.553Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (13979.068 ms) ======
[2025-12-27T14:29:20.553Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ======
[2025-12-27T14:29:20.553Z] GC before operation: completed in 76.160 ms, heap usage 83.392 MB -> 41.763 MB.
[2025-12-27T14:29:22.545Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:29:24.537Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:29:25.510Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:29:27.501Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:29:29.498Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:29:31.491Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:29:32.460Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:29:34.457Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:29:34.457Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (13947.069 ms) ======
[2025-12-27T14:29:34.457Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ======
[2025-12-27T14:29:34.457Z] GC before operation: completed in 74.859 ms, heap usage 93.992 MB -> 41.587 MB.
[2025-12-27T14:29:36.445Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:29:38.436Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:29:40.429Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:29:41.397Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:29:43.388Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:29:45.383Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:29:47.792Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:29:48.761Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:29:48.761Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (14281.628 ms) ======
[2025-12-27T14:29:48.761Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ======
[2025-12-27T14:29:48.761Z] GC before operation: completed in 81.663 ms, heap usage 307.782 MB -> 42.093 MB.
[2025-12-27T14:29:50.752Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:29:52.741Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:29:54.726Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:29:55.700Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:29:57.693Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:29:59.685Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:30:01.683Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:30:03.686Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:30:03.686Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (14425.510 ms) ======
[2025-12-27T14:30:03.686Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ======
[2025-12-27T14:30:03.686Z] GC before operation: completed in 81.544 ms, heap usage 114.496 MB -> 41.685 MB.
[2025-12-27T14:30:05.679Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:30:07.677Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:30:08.648Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:30:10.639Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:30:12.635Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:30:13.607Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:30:15.604Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:30:17.600Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:30:17.600Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (13969.445 ms) ======
[2025-12-27T14:30:17.600Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ======
[2025-12-27T14:30:17.600Z] GC before operation: completed in 96.749 ms, heap usage 332.121 MB -> 41.675 MB.
[2025-12-27T14:30:19.591Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:30:21.586Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:30:22.556Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:30:24.553Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:30:26.551Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:30:26.551Z] 14:30:26.018 WARN [block-manager-storage-async-thread-pool-16] org.apache.spark.storage.BlockManager - Asked to remove block broadcast_6804, which does not exist
[2025-12-27T14:30:28.542Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:30:29.515Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:30:31.512Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:30:31.512Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (13951.339 ms) ======
[2025-12-27T14:30:31.512Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ======
[2025-12-27T14:30:31.512Z] GC before operation: completed in 81.317 ms, heap usage 445.635 MB -> 42.098 MB.
[2025-12-27T14:30:33.506Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:30:35.495Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:30:36.463Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:30:38.456Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:30:40.455Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:30:42.450Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:30:43.420Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:30:45.420Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:30:45.420Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (13965.693 ms) ======
[2025-12-27T14:30:45.420Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ======
[2025-12-27T14:30:45.420Z] GC before operation: completed in 76.625 ms, heap usage 151.766 MB -> 41.677 MB.
[2025-12-27T14:30:47.414Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:30:50.130Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:30:51.102Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:30:53.091Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:30:54.063Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:30:56.053Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:30:58.050Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:31:00.218Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:31:00.218Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (14003.164 ms) ======
[2025-12-27T14:31:00.218Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ======
[2025-12-27T14:31:00.218Z] GC before operation: completed in 78.490 ms, heap usage 101.982 MB -> 42.102 MB.
[2025-12-27T14:31:02.287Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:31:03.265Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:31:05.256Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:31:07.248Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:31:09.234Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:31:10.206Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:31:12.195Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:31:14.187Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:31:14.187Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (14241.911 ms) ======
[2025-12-27T14:31:14.187Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ======
[2025-12-27T14:31:14.187Z] GC before operation: completed in 78.576 ms, heap usage 287.193 MB -> 41.933 MB.
[2025-12-27T14:31:16.180Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:31:18.170Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:31:19.140Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:31:21.135Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:31:23.132Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:31:24.102Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:31:26.101Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:31:28.106Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:31:28.106Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (13862.829 ms) ======
[2025-12-27T14:31:28.106Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ======
[2025-12-27T14:31:28.106Z] GC before operation: completed in 80.472 ms, heap usage 514.078 MB -> 41.854 MB.
[2025-12-27T14:31:30.093Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:31:32.083Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:31:33.051Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:31:35.045Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:31:37.035Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:31:39.030Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:31:40.003Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:31:41.992Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:31:41.992Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (14017.626 ms) ======
[2025-12-27T14:31:41.992Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ======
[2025-12-27T14:31:41.992Z] GC before operation: completed in 76.974 ms, heap usage 114.247 MB -> 41.975 MB.
[2025-12-27T14:31:44.171Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:31:46.160Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:31:47.133Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:31:49.616Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:31:50.606Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:31:52.594Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:31:54.590Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:31:56.588Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:31:56.588Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (14430.186 ms) ======
[2025-12-27T14:31:56.588Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ======
[2025-12-27T14:31:56.588Z] GC before operation: completed in 78.499 ms, heap usage 55.920 MB -> 41.897 MB.
[2025-12-27T14:31:58.573Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:32:00.673Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:32:01.642Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:32:03.633Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:32:05.622Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:32:06.589Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:32:08.577Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:32:10.572Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:32:10.572Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (13786.837 ms) ======
[2025-12-27T14:32:10.572Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ======
[2025-12-27T14:32:10.572Z] GC before operation: completed in 76.332 ms, heap usage 100.675 MB -> 41.570 MB.
[2025-12-27T14:32:12.561Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:32:13.531Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:32:15.523Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:32:17.514Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:32:19.507Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:32:21.501Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:32:22.476Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:32:24.466Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:32:24.466Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (14052.990 ms) ======
[2025-12-27T14:32:24.466Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ======
[2025-12-27T14:32:24.466Z] GC before operation: completed in 80.681 ms, heap usage 66.550 MB -> 41.893 MB.
[2025-12-27T14:32:26.457Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:32:28.447Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:32:30.438Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:32:31.409Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:32:33.406Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:32:35.397Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:32:37.388Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:32:38.358Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:32:38.358Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (14091.168 ms) ======
[2025-12-27T14:32:38.358Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ======
[2025-12-27T14:32:38.358Z] GC before operation: completed in 79.232 ms, heap usage 344.330 MB -> 41.816 MB.
[2025-12-27T14:32:41.439Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:32:42.413Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:32:44.402Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:32:45.369Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:32:47.363Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:32:48.803Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:32:50.793Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:32:52.783Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:32:52.783Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (13976.252 ms) ======
[2025-12-27T14:32:52.783Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ======
[2025-12-27T14:32:52.783Z] GC before operation: completed in 79.296 ms, heap usage 56.481 MB -> 42.267 MB.
[2025-12-27T14:32:54.776Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:32:56.766Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:32:57.735Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:32:59.731Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:33:01.855Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:33:03.850Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:33:04.821Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:33:06.820Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:33:06.820Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (14094.914 ms) ======
[2025-12-27T14:33:06.820Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ======
[2025-12-27T14:33:06.820Z] GC before operation: completed in 80.097 ms, heap usage 322.485 MB -> 41.973 MB.
[2025-12-27T14:33:08.809Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:33:10.801Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:33:12.799Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:33:13.768Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:33:15.761Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:33:17.803Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:33:19.798Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:33:20.769Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:33:20.769Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (14011.351 ms) ======
[2025-12-27T14:33:20.769Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ======
[2025-12-27T14:33:20.769Z] GC before operation: completed in 77.430 ms, heap usage 53.945 MB -> 41.625 MB.
[2025-12-27T14:33:22.870Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:33:24.862Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:33:25.834Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:33:27.830Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:33:29.822Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:33:30.793Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:33:32.786Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:33:34.788Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:33:34.788Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (13560.114 ms) ======
[2025-12-27T14:33:34.788Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ======
[2025-12-27T14:33:34.788Z] GC before operation: completed in 78.166 ms, heap usage 240.178 MB -> 42.068 MB.
[2025-12-27T14:33:36.784Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:33:38.782Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:33:40.777Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:33:42.768Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:33:44.763Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:33:47.475Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:33:49.468Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:33:51.471Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:33:51.471Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (16664.331 ms) ======
[2025-12-27T14:33:51.471Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ======
[2025-12-27T14:33:51.471Z] GC before operation: completed in 78.808 ms, heap usage 209.692 MB -> 41.747 MB.
[2025-12-27T14:33:53.468Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:33:55.460Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:33:56.429Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:33:58.417Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:34:00.482Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:34:02.476Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:34:03.447Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:34:05.438Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:34:05.438Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (13960.112 ms) ======
[2025-12-27T14:34:05.438Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ======
[2025-12-27T14:34:05.438Z] GC before operation: completed in 86.394 ms, heap usage 716.997 MB -> 42.496 MB.
[2025-12-27T14:34:07.431Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:34:09.421Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:34:11.410Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:34:13.403Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:34:14.372Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:34:16.365Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:34:18.361Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:34:19.331Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:34:19.331Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (14052.481 ms) ======
[2025-12-27T14:34:19.331Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ======
[2025-12-27T14:34:19.331Z] GC before operation: completed in 87.507 ms, heap usage 263.707 MB -> 42.002 MB.
[2025-12-27T14:34:21.321Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:34:23.318Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:34:25.303Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:34:27.322Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:34:28.294Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:34:30.287Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:34:32.280Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:34:33.251Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:34:33.251Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (14019.644 ms) ======
[2025-12-27T14:34:33.251Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ======
[2025-12-27T14:34:34.225Z] GC before operation: completed in 79.888 ms, heap usage 61.538 MB -> 41.595 MB.
[2025-12-27T14:34:35.196Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:34:37.185Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:34:39.173Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:34:41.165Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:34:43.155Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:34:45.150Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:34:47.142Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:34:49.866Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:34:49.866Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (15402.491 ms) ======
[2025-12-27T14:34:49.866Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ======
[2025-12-27T14:34:49.866Z] GC before operation: completed in 82.769 ms, heap usage 228.282 MB -> 42.207 MB.
[2025-12-27T14:34:50.836Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:34:52.828Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:34:54.820Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:34:56.813Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:34:57.783Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:34:59.773Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:35:01.862Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:35:03.857Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:35:03.857Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (14227.641 ms) ======
[2025-12-27T14:35:03.857Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ======
[2025-12-27T14:35:03.857Z] GC before operation: completed in 86.740 ms, heap usage 518.999 MB -> 42.060 MB.
[2025-12-27T14:35:05.851Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:35:06.824Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:35:08.828Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:35:10.824Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:35:12.821Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:35:14.849Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:35:15.882Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:35:17.873Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:35:17.873Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (14491.674 ms) ======
[2025-12-27T14:35:17.873Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ======
[2025-12-27T14:35:17.873Z] GC before operation: completed in 81.466 ms, heap usage 61.587 MB -> 41.688 MB.
[2025-12-27T14:35:19.867Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:35:21.857Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:35:23.855Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:35:24.825Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:35:26.818Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:35:28.811Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:35:29.783Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:35:31.774Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:35:31.774Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (13707.015 ms) ======
[2025-12-27T14:35:31.774Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ======
[2025-12-27T14:35:31.774Z] GC before operation: completed in 91.950 ms, heap usage 734.955 MB -> 42.298 MB.
[2025-12-27T14:35:33.764Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:35:35.766Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:35:37.752Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:35:38.723Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:35:40.717Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:35:42.711Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:35:44.703Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:35:46.711Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:35:46.711Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (14394.344 ms) ======
[2025-12-27T14:35:46.711Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ======
[2025-12-27T14:35:46.711Z] GC before operation: completed in 83.577 ms, heap usage 66.899 MB -> 41.679 MB.
[2025-12-27T14:35:48.707Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:35:50.426Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:35:52.419Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:35:54.413Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:35:56.404Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:35:58.395Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:36:00.671Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:36:02.663Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:36:02.664Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (16134.582 ms) ======
[2025-12-27T14:36:02.664Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ======
[2025-12-27T14:36:02.664Z] GC before operation: completed in 82.063 ms, heap usage 187.345 MB -> 42.119 MB.
[2025-12-27T14:36:04.660Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:36:07.736Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:36:09.727Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:36:10.695Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:36:12.698Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:36:14.689Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:36:15.659Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:36:17.658Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:36:17.658Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (15208.470 ms) ======
[2025-12-27T14:36:17.658Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ======
[2025-12-27T14:36:17.658Z] GC before operation: completed in 90.568 ms, heap usage 646.120 MB -> 42.176 MB.
[2025-12-27T14:36:19.651Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:36:21.652Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:36:23.640Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:36:24.615Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:36:26.608Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:36:28.607Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:36:30.602Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:36:31.573Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:36:31.573Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (13903.893 ms) ======
[2025-12-27T14:36:31.573Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ======
[2025-12-27T14:36:31.573Z] GC before operation: completed in 87.319 ms, heap usage 233.844 MB -> 41.720 MB.
[2025-12-27T14:36:33.567Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-12-27T14:36:35.554Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-12-27T14:36:37.552Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-12-27T14:36:38.521Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-12-27T14:36:40.514Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-12-27T14:36:42.510Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-12-27T14:36:44.503Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-12-27T14:36:46.501Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-12-27T14:36:46.501Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (14634.819 ms) ======
[2025-12-27T14:36:47.473Z] -----------------------------------
[2025-12-27T14:36:47.473Z] renaissance-gauss-mix_0_PASSED
[2025-12-27T14:36:47.473Z] -----------------------------------
[2025-12-27T14:36:47.473Z]
[2025-12-27T14:36:47.473Z] TEST TEARDOWN:
[2025-12-27T14:36:47.473Z] Nothing to be done for teardown.
[2025-12-27T14:36:47.473Z] renaissance-gauss-mix_0 Finish Time: Sat Dec 27 14:36:47 2025 Epoch Time (ms): 1766846207183