renaissance-gauss-mix_0
[2025-09-26T06:17:18.469Z] Running test renaissance-gauss-mix_0 ...
[2025-09-26T06:17:18.469Z] ===============================================
[2025-09-26T06:17:18.469Z] renaissance-gauss-mix_0 Start Time: Fri Sep 26 07:17:18 2025 Epoch Time (ms): 1758867438358
[2025-09-26T06:17:18.469Z] variation: NoOptions
[2025-09-26T06:17:18.469Z] JVM_OPTIONS:
[2025-09-26T06:17:18.469Z] { \
[2025-09-26T06:17:18.469Z] echo ""; echo "TEST SETUP:"; \
[2025-09-26T06:17:18.469Z] echo "Nothing to be done for setup."; \
[2025-09-26T06:17:18.469Z] mkdir -p "/Users/jenkins/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1_rerun/aqa-tests/TKG/../TKG/output_1758867008164/renaissance-gauss-mix_0"; \
[2025-09-26T06:17:18.469Z] cd "/Users/jenkins/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1_rerun/aqa-tests/TKG/../TKG/output_1758867008164/renaissance-gauss-mix_0"; \
[2025-09-26T06:17:18.469Z] echo ""; echo "TESTING:"; \
[2025-09-26T06:17:18.469Z] "/Users/jenkins/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1_rerun/jdkbinary/j2sdk-image/Contents/Home/bin/..//bin/java" --add-opens java.base/java.lang=ALL-UNNAMED --add-opens java.base/java.util=ALL-UNNAMED --add-opens java.base/java.util.concurrent=ALL-UNNAMED --add-opens java.base/java.nio=ALL-UNNAMED --add-opens java.base/sun.nio.ch=ALL-UNNAMED --add-opens java.base/java.lang.invoke=ALL-UNNAMED -jar "/Users/jenkins/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1_rerun/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/Users/jenkins/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1_rerun/aqa-tests/TKG/../TKG/output_1758867008164/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \
[2025-09-26T06:17:18.469Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /Users/jenkins/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1_rerun/aqa-tests/TKG/..; rm -f -r "/Users/jenkins/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1_rerun/aqa-tests/TKG/../TKG/output_1758867008164/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \
[2025-09-26T06:17:18.469Z] echo ""; echo "TEST TEARDOWN:"; \
[2025-09-26T06:17:18.469Z] echo "Nothing to be done for teardown."; \
[2025-09-26T06:17:18.469Z] } 2>&1 | tee -a "/Users/jenkins/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1_rerun/aqa-tests/TKG/../TKG/output_1758867008164/TestTargetResult";
[2025-09-26T06:17:18.469Z]
[2025-09-26T06:17:18.469Z] TEST SETUP:
[2025-09-26T06:17:18.469Z] Nothing to be done for setup.
[2025-09-26T06:17:18.469Z]
[2025-09-26T06:17:18.469Z] TESTING:
[2025-09-26T06:17:24.586Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 8) threads.
[2025-09-26T06:17:24.942Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ======
[2025-09-26T06:17:24.942Z] GC before operation: completed in 33.473 ms, heap usage 35.826 MB -> 29.209 MB.
[2025-09-26T06:17:32.450Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:17:34.864Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:17:37.260Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:17:39.034Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:17:41.407Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:17:42.625Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:17:45.002Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:17:46.757Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:17:46.757Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (21595.853 ms) ======
[2025-09-26T06:17:46.757Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ======
[2025-09-26T06:17:46.757Z] GC before operation: completed in 50.111 ms, heap usage 482.594 MB -> 37.366 MB.
[2025-09-26T06:17:48.526Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:17:50.903Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:17:52.122Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:17:53.876Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:17:55.631Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:17:57.416Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:17:59.171Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:18:00.962Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:18:00.962Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (14322.255 ms) ======
[2025-09-26T06:18:00.962Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ======
[2025-09-26T06:18:00.962Z] GC before operation: completed in 48.478 ms, heap usage 385.477 MB -> 39.092 MB.
[2025-09-26T06:18:02.713Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:18:04.469Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:18:06.226Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:18:07.986Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:18:09.743Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:18:11.498Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:18:13.252Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:18:15.014Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:18:15.014Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (14016.721 ms) ======
[2025-09-26T06:18:15.014Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ======
[2025-09-26T06:18:15.014Z] GC before operation: completed in 44.394 ms, heap usage 208.401 MB -> 40.768 MB.
[2025-09-26T06:18:16.766Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:18:18.523Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:18:20.276Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:18:22.033Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:18:23.797Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:18:25.016Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:18:26.775Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:18:28.528Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:18:28.528Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (13514.905 ms) ======
[2025-09-26T06:18:28.528Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ======
[2025-09-26T06:18:28.528Z] GC before operation: completed in 45.611 ms, heap usage 233.866 MB -> 41.695 MB.
[2025-09-26T06:18:30.283Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:18:32.054Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:18:33.814Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:18:35.570Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:18:37.328Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:18:38.548Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:18:40.305Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:18:42.060Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:18:42.060Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (13477.610 ms) ======
[2025-09-26T06:18:42.060Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ======
[2025-09-26T06:18:42.060Z] GC before operation: completed in 49.726 ms, heap usage 280.692 MB -> 41.485 MB.
[2025-09-26T06:18:43.847Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:18:45.603Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:18:47.375Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:18:49.129Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:18:50.915Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:18:52.671Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:18:53.891Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:18:55.643Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:18:55.643Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (13580.307 ms) ======
[2025-09-26T06:18:55.643Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ======
[2025-09-26T06:18:55.643Z] GC before operation: completed in 44.987 ms, heap usage 246.513 MB -> 42.046 MB.
[2025-09-26T06:18:57.400Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:18:59.154Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:19:00.913Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:19:02.674Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:19:04.431Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:19:05.653Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:19:07.497Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:19:09.250Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:19:09.251Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (13316.695 ms) ======
[2025-09-26T06:19:09.251Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ======
[2025-09-26T06:19:09.251Z] GC before operation: completed in 48.983 ms, heap usage 151.973 MB -> 41.777 MB.
[2025-09-26T06:19:11.009Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:19:12.768Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:19:14.524Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:19:15.746Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:19:17.505Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:19:19.265Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:19:20.485Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:19:22.239Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:19:22.240Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (13150.268 ms) ======
[2025-09-26T06:19:22.240Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ======
[2025-09-26T06:19:22.240Z] GC before operation: completed in 49.678 ms, heap usage 154.696 MB -> 42.181 MB.
[2025-09-26T06:19:24.000Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:19:25.757Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:19:27.512Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:19:28.734Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:19:30.493Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:19:32.259Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:19:33.481Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:19:35.247Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:19:35.247Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (12972.995 ms) ======
[2025-09-26T06:19:35.247Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ======
[2025-09-26T06:19:35.247Z] GC before operation: completed in 47.242 ms, heap usage 180.789 MB -> 41.913 MB.
[2025-09-26T06:19:37.006Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:19:38.771Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:19:40.534Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:19:42.298Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:19:43.523Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:19:45.287Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:19:46.511Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:19:48.278Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:19:48.278Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (13003.639 ms) ======
[2025-09-26T06:19:48.278Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ======
[2025-09-26T06:19:48.278Z] GC before operation: completed in 47.374 ms, heap usage 184.182 MB -> 41.747 MB.
[2025-09-26T06:19:50.043Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:19:51.804Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:19:53.565Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:19:54.789Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:19:56.553Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:19:58.313Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:20:00.079Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:20:01.300Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:20:01.300Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (13037.555 ms) ======
[2025-09-26T06:20:01.300Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ======
[2025-09-26T06:20:01.300Z] GC before operation: completed in 45.772 ms, heap usage 186.580 MB -> 42.147 MB.
[2025-09-26T06:20:03.079Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:20:04.841Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:20:06.602Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:20:07.827Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:20:09.612Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:20:11.372Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:20:12.597Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:20:14.361Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:20:14.361Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (12833.336 ms) ======
[2025-09-26T06:20:14.361Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ======
[2025-09-26T06:20:14.361Z] GC before operation: completed in 46.562 ms, heap usage 383.820 MB -> 41.872 MB.
[2025-09-26T06:20:16.120Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:20:17.881Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:20:19.103Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:20:20.864Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:20:22.627Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:20:23.853Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:20:25.613Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:20:27.373Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:20:27.373Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (12872.303 ms) ======
[2025-09-26T06:20:27.373Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ======
[2025-09-26T06:20:27.373Z] GC before operation: completed in 47.761 ms, heap usage 459.485 MB -> 41.719 MB.
[2025-09-26T06:20:29.135Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:20:30.897Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:20:32.124Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:20:33.883Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:20:35.641Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:20:36.864Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:20:38.631Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:20:40.388Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:20:40.388Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (12939.384 ms) ======
[2025-09-26T06:20:40.388Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ======
[2025-09-26T06:20:40.388Z] GC before operation: completed in 49.716 ms, heap usage 209.610 MB -> 41.990 MB.
[2025-09-26T06:20:42.147Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:20:43.368Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:20:45.124Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:20:46.884Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:20:48.642Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:20:49.867Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:20:51.627Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:20:53.388Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:20:53.388Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (12851.349 ms) ======
[2025-09-26T06:20:53.388Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ======
[2025-09-26T06:20:53.388Z] GC before operation: completed in 50.583 ms, heap usage 232.720 MB -> 41.790 MB.
[2025-09-26T06:20:55.147Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:20:56.372Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:20:58.135Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:20:59.895Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:21:01.650Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:21:02.878Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:21:04.642Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:21:05.861Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:21:05.861Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (12895.617 ms) ======
[2025-09-26T06:21:05.861Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ======
[2025-09-26T06:21:06.214Z] GC before operation: completed in 49.540 ms, heap usage 186.272 MB -> 42.189 MB.
[2025-09-26T06:21:07.970Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:21:09.727Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:21:10.952Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:21:12.723Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:21:14.485Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:21:15.706Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:21:17.466Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:21:18.690Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:21:19.045Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (12809.010 ms) ======
[2025-09-26T06:21:19.045Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ======
[2025-09-26T06:21:19.045Z] GC before operation: completed in 47.675 ms, heap usage 75.040 MB -> 41.883 MB.
[2025-09-26T06:21:20.807Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:21:22.566Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:21:23.791Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:21:25.548Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:21:27.307Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:21:28.531Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:21:30.290Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:21:32.051Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:21:32.051Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (12863.696 ms) ======
[2025-09-26T06:21:32.051Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ======
[2025-09-26T06:21:32.051Z] GC before operation: completed in 47.392 ms, heap usage 272.585 MB -> 41.722 MB.
[2025-09-26T06:21:33.815Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:21:35.039Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:21:36.799Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:21:38.563Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:21:40.321Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:21:41.554Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:21:43.315Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:21:45.075Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:21:45.075Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (12898.306 ms) ======
[2025-09-26T06:21:45.075Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ======
[2025-09-26T06:21:45.075Z] GC before operation: completed in 48.118 ms, heap usage 325.423 MB -> 42.180 MB.
[2025-09-26T06:21:46.838Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:21:48.084Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:21:49.841Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:21:51.601Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:21:52.825Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:21:54.582Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:21:56.343Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:21:57.584Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:21:57.584Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (12888.742 ms) ======
[2025-09-26T06:21:57.584Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ======
[2025-09-26T06:21:57.584Z] GC before operation: completed in 48.503 ms, heap usage 379.044 MB -> 41.883 MB.
[2025-09-26T06:21:59.341Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:22:01.098Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:22:02.851Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:22:04.610Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:22:05.829Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:22:07.588Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:22:09.348Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:22:10.573Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:22:10.573Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (12931.098 ms) ======
[2025-09-26T06:22:10.573Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ======
[2025-09-26T06:22:10.573Z] GC before operation: completed in 49.986 ms, heap usage 137.667 MB -> 41.601 MB.
[2025-09-26T06:22:12.331Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:22:14.091Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:22:15.854Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:22:17.612Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:22:18.835Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:22:20.598Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:22:22.358Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:22:23.581Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:22:23.581Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (12940.637 ms) ======
[2025-09-26T06:22:23.581Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ======
[2025-09-26T06:22:23.581Z] GC before operation: completed in 49.696 ms, heap usage 193.760 MB -> 42.036 MB.
[2025-09-26T06:22:25.340Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:22:27.100Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:22:28.859Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:22:30.082Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:22:31.845Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:22:33.607Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:22:34.834Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:22:36.595Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:22:36.595Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (12841.451 ms) ======
[2025-09-26T06:22:36.595Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ======
[2025-09-26T06:22:36.595Z] GC before operation: completed in 49.607 ms, heap usage 282.945 MB -> 41.825 MB.
[2025-09-26T06:22:38.360Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:22:40.120Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:22:41.350Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:22:43.134Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:22:44.896Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:22:46.121Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:22:47.888Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:22:49.652Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:22:49.652Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (12827.007 ms) ======
[2025-09-26T06:22:49.652Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ======
[2025-09-26T06:22:49.652Z] GC before operation: completed in 47.583 ms, heap usage 107.180 MB -> 42.096 MB.
[2025-09-26T06:22:51.413Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:22:52.636Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:22:54.396Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:22:56.157Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:22:57.920Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:22:59.144Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:23:00.904Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:23:02.666Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:23:02.666Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (12919.763 ms) ======
[2025-09-26T06:23:02.666Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ======
[2025-09-26T06:23:02.666Z] GC before operation: completed in 46.931 ms, heap usage 192.209 MB -> 41.953 MB.
[2025-09-26T06:23:04.426Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:23:05.647Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:23:07.408Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:23:09.169Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:23:10.931Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:23:12.152Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:23:13.906Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:23:15.132Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:23:15.132Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (12827.296 ms) ======
[2025-09-26T06:23:15.132Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ======
[2025-09-26T06:23:15.487Z] GC before operation: completed in 48.725 ms, heap usage 208.845 MB -> 41.742 MB.
[2025-09-26T06:23:17.246Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:23:18.473Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:23:20.236Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:23:22.000Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:23:23.228Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:23:24.987Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:23:26.760Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:23:27.987Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:23:27.987Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (12718.778 ms) ======
[2025-09-26T06:23:27.987Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ======
[2025-09-26T06:23:27.987Z] GC before operation: completed in 46.003 ms, heap usage 468.728 MB -> 42.146 MB.
[2025-09-26T06:23:29.748Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:23:31.508Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:23:33.267Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:23:34.492Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:23:36.256Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:23:38.018Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:23:39.242Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:23:41.002Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:23:41.002Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (12819.370 ms) ======
[2025-09-26T06:23:41.002Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ======
[2025-09-26T06:23:41.002Z] GC before operation: completed in 46.897 ms, heap usage 423.106 MB -> 41.897 MB.
[2025-09-26T06:23:42.767Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:23:44.530Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:23:45.758Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:23:47.518Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:23:49.282Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:23:50.512Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:23:52.275Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:23:54.037Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:23:54.037Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (12806.460 ms) ======
[2025-09-26T06:23:54.037Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ======
[2025-09-26T06:23:54.037Z] GC before operation: completed in 46.749 ms, heap usage 68.659 MB -> 42.177 MB.
[2025-09-26T06:23:55.798Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:23:57.021Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:23:58.784Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:24:00.547Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:24:01.778Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:24:03.536Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:24:05.301Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:24:06.525Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:24:06.525Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (12810.364 ms) ======
[2025-09-26T06:24:06.525Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ======
[2025-09-26T06:24:06.525Z] GC before operation: completed in 53.032 ms, heap usage 394.603 MB -> 42.080 MB.
[2025-09-26T06:24:08.288Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:24:10.047Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:24:11.807Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:24:13.030Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:24:14.793Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:24:16.553Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:24:17.778Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:24:19.539Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:24:19.539Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (12759.182 ms) ======
[2025-09-26T06:24:19.539Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ======
[2025-09-26T06:24:19.539Z] GC before operation: completed in 48.105 ms, heap usage 414.961 MB -> 41.810 MB.
[2025-09-26T06:24:21.303Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:24:23.067Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:24:24.293Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:24:26.062Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:24:27.287Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:24:29.050Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:24:30.815Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:24:32.043Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:24:32.043Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (12716.605 ms) ======
[2025-09-26T06:24:32.043Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ======
[2025-09-26T06:24:32.397Z] GC before operation: completed in 47.747 ms, heap usage 363.594 MB -> 42.205 MB.
[2025-09-26T06:24:34.160Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:24:35.385Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:24:37.146Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:24:38.909Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:24:40.133Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:24:41.902Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:24:43.664Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:24:44.894Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:24:44.894Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (12756.188 ms) ======
[2025-09-26T06:24:44.894Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ======
[2025-09-26T06:24:44.894Z] GC before operation: completed in 51.560 ms, heap usage 477.544 MB -> 42.028 MB.
[2025-09-26T06:24:46.678Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:24:48.437Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:24:50.200Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:24:51.422Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:24:53.180Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:24:54.939Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:24:56.166Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:24:57.928Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:24:57.928Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (12738.505 ms) ======
[2025-09-26T06:24:57.928Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ======
[2025-09-26T06:24:57.928Z] GC before operation: completed in 45.902 ms, heap usage 141.072 MB -> 41.645 MB.
[2025-09-26T06:24:59.687Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:25:01.447Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:25:02.676Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:25:04.439Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:25:06.200Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:25:07.419Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:25:09.207Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:25:10.435Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:25:10.435Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (12708.745 ms) ======
[2025-09-26T06:25:10.435Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ======
[2025-09-26T06:25:10.435Z] GC before operation: completed in 48.869 ms, heap usage 138.464 MB -> 42.035 MB.
[2025-09-26T06:25:12.195Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:25:13.957Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:25:15.719Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:25:16.942Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:25:18.701Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:25:20.463Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:25:21.687Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:25:23.448Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:25:23.448Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (12720.657 ms) ======
[2025-09-26T06:25:23.448Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ======
[2025-09-26T06:25:23.448Z] GC before operation: completed in 50.029 ms, heap usage 258.736 MB -> 41.858 MB.
[2025-09-26T06:25:25.212Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:25:27.017Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:25:28.241Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:25:29.997Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:25:31.749Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:25:33.051Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:25:34.808Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:25:36.031Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:25:36.031Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (12797.009 ms) ======
[2025-09-26T06:25:36.031Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ======
[2025-09-26T06:25:36.031Z] GC before operation: completed in 47.353 ms, heap usage 469.876 MB -> 42.324 MB.
[2025-09-26T06:25:37.797Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:25:39.557Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:25:41.320Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:25:42.544Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:25:44.304Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:25:46.065Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:25:47.309Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:25:49.067Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:25:49.067Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (12727.500 ms) ======
[2025-09-26T06:25:49.067Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ======
[2025-09-26T06:25:49.067Z] GC before operation: completed in 48.107 ms, heap usage 422.074 MB -> 42.016 MB.
[2025-09-26T06:25:50.831Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:25:52.588Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:25:53.811Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:25:55.572Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:25:57.332Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:25:58.558Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:26:00.315Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:26:02.079Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:26:02.079Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (12776.787 ms) ======
[2025-09-26T06:26:02.079Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ======
[2025-09-26T06:26:02.079Z] GC before operation: completed in 50.015 ms, heap usage 249.671 MB -> 41.770 MB.
[2025-09-26T06:26:03.839Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-09-26T06:26:05.059Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-09-26T06:26:06.819Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-09-26T06:26:08.602Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-09-26T06:26:09.826Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-09-26T06:26:11.581Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-09-26T06:26:13.338Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-09-26T06:26:14.560Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-09-26T06:26:14.560Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (12803.599 ms) ======
[2025-09-26T06:26:14.915Z] -----------------------------------
[2025-09-26T06:26:14.915Z] renaissance-gauss-mix_0_PASSED
[2025-09-26T06:26:14.915Z] -----------------------------------
[2025-09-26T06:26:14.915Z]
[2025-09-26T06:26:14.915Z] TEST TEARDOWN:
[2025-09-26T06:26:14.915Z] Nothing to be done for teardown.
[2025-09-26T06:26:14.915Z] renaissance-gauss-mix_0 Finish Time: Fri Sep 26 07:26:14 2025 Epoch Time (ms): 1758867974768