renaissance-gauss-mix_0
[2025-06-29T20:33:40.158Z] Running test renaissance-gauss-mix_0 ...
[2025-06-29T20:33:40.158Z] ===============================================
[2025-06-29T20:33:40.158Z] renaissance-gauss-mix_0 Start Time: Sun Jun 29 15:33:39 2025 Epoch Time (ms): 1751229219776
[2025-06-29T20:33:40.158Z] variation: NoOptions
[2025-06-29T20:33:40.158Z] JVM_OPTIONS:
[2025-06-29T20:33:40.158Z] { \
[2025-06-29T20:33:40.158Z] echo ""; echo "TEST SETUP:"; \
[2025-06-29T20:33:40.158Z] echo "Nothing to be done for setup."; \
[2025-06-29T20:33:40.158Z] mkdir -p "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_s390x_linux/aqa-tests/TKG/../TKG/output_175122815728/renaissance-gauss-mix_0"; \
[2025-06-29T20:33:40.158Z] cd "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_s390x_linux/aqa-tests/TKG/../TKG/output_175122815728/renaissance-gauss-mix_0"; \
[2025-06-29T20:33:40.158Z] echo ""; echo "TESTING:"; \
[2025-06-29T20:33:40.158Z] "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_s390x_linux/jdkbinary/j2sdk-image/bin/java" --add-opens java.base/java.lang=ALL-UNNAMED --add-opens java.base/java.util=ALL-UNNAMED --add-opens java.base/java.util.concurrent=ALL-UNNAMED --add-opens java.base/java.nio=ALL-UNNAMED --add-opens java.base/sun.nio.ch=ALL-UNNAMED --add-opens java.base/java.lang.invoke=ALL-UNNAMED -jar "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_s390x_linux/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_s390x_linux/aqa-tests/TKG/../TKG/output_175122815728/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \
[2025-06-29T20:33:40.158Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /home/jenkins/workspace/Test_openjdk21_hs_extended.perf_s390x_linux/aqa-tests/TKG/..; rm -f -r "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_s390x_linux/aqa-tests/TKG/../TKG/output_175122815728/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \
[2025-06-29T20:33:40.158Z] echo ""; echo "TEST TEARDOWN:"; \
[2025-06-29T20:33:40.158Z] echo "Nothing to be done for teardown."; \
[2025-06-29T20:33:40.158Z] } 2>&1 | tee -a "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_s390x_linux/aqa-tests/TKG/../TKG/output_175122815728/TestTargetResult";
[2025-06-29T20:33:40.158Z]
[2025-06-29T20:33:40.158Z] TEST SETUP:
[2025-06-29T20:33:40.158Z] Nothing to be done for setup.
[2025-06-29T20:33:40.158Z]
[2025-06-29T20:33:40.158Z] TESTING:
[2025-06-29T20:33:44.827Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 2 (out of 2) threads.
[2025-06-29T20:33:44.827Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ======
[2025-06-29T20:33:44.827Z] GC before operation: completed in 44.054 ms, heap usage 35.799 MB -> 29.347 MB.
[2025-06-29T20:33:52.978Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:33:56.635Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:34:00.311Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:34:03.096Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:34:06.802Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:34:09.657Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:34:13.352Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:34:16.168Z] 15:34:15.867 WARN [block-manager-storage-async-thread-pool-27] org.apache.spark.storage.BlockManager - Asked to remove block broadcast_486_piece0, which does not exist
[2025-06-29T20:34:16.168Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:34:16.779Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (31955.620 ms) ======
[2025-06-29T20:34:16.779Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ======
[2025-06-29T20:34:16.779Z] GC before operation: completed in 83.515 ms, heap usage 85.828 MB -> 36.896 MB.
[2025-06-29T20:34:20.458Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:34:23.250Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:34:26.040Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:34:29.716Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:34:33.386Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:34:36.179Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:34:39.017Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:34:42.210Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:34:42.210Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (25058.219 ms) ======
[2025-06-29T20:34:42.210Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ======
[2025-06-29T20:34:42.210Z] GC before operation: completed in 74.946 ms, heap usage 85.731 MB -> 38.346 MB.
[2025-06-29T20:34:45.056Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:34:48.725Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:34:51.522Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:34:54.340Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:34:57.186Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:35:00.883Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:35:03.701Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:35:06.501Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:35:06.501Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (24798.120 ms) ======
[2025-06-29T20:35:06.501Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ======
[2025-06-29T20:35:06.501Z] GC before operation: completed in 59.110 ms, heap usage 164.299 MB -> 39.851 MB.
[2025-06-29T20:35:10.175Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:35:13.846Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:35:16.627Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:35:19.429Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:35:23.120Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:35:25.919Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:35:28.701Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:35:31.520Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:35:32.771Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (25259.681 ms) ======
[2025-06-29T20:35:32.771Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ======
[2025-06-29T20:35:32.771Z] GC before operation: completed in 85.727 ms, heap usage 46.094 MB -> 40.665 MB.
[2025-06-29T20:35:35.580Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:35:38.364Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:35:42.043Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:35:44.828Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:35:47.613Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:35:49.606Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:35:53.306Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:35:56.111Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:35:56.111Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (23836.049 ms) ======
[2025-06-29T20:35:56.111Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ======
[2025-06-29T20:35:56.111Z] GC before operation: completed in 47.720 ms, heap usage 83.792 MB -> 40.527 MB.
[2025-06-29T20:35:58.943Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:36:02.777Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:36:05.649Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:36:09.518Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:36:12.348Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:36:15.183Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:36:18.883Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:36:21.686Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:36:21.686Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (25437.789 ms) ======
[2025-06-29T20:36:21.686Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ======
[2025-06-29T20:36:21.686Z] GC before operation: completed in 54.406 ms, heap usage 179.895 MB -> 40.841 MB.
[2025-06-29T20:36:24.697Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:36:27.882Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:36:30.684Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:36:34.396Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:36:37.213Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:36:40.045Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:36:42.841Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:36:45.992Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:36:45.993Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (24862.857 ms) ======
[2025-06-29T20:36:45.993Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ======
[2025-06-29T20:36:45.993Z] GC before operation: completed in 81.562 ms, heap usage 72.501 MB -> 40.626 MB.
[2025-06-29T20:36:49.721Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:36:53.413Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:36:56.238Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:36:59.949Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:37:02.769Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:37:05.672Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:37:08.490Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:37:11.324Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:37:11.325Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (25347.393 ms) ======
[2025-06-29T20:37:11.325Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ======
[2025-06-29T20:37:11.938Z] GC before operation: completed in 55.208 ms, heap usage 184.239 MB -> 41.008 MB.
[2025-06-29T20:37:14.770Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:37:18.458Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:37:21.281Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:37:24.125Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:37:27.852Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:37:30.679Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:37:35.795Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:37:36.426Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:37:36.426Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (24860.253 ms) ======
[2025-06-29T20:37:36.426Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ======
[2025-06-29T20:37:36.426Z] GC before operation: completed in 60.424 ms, heap usage 72.766 MB -> 40.795 MB.
[2025-06-29T20:37:40.153Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:37:43.862Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:37:46.657Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:37:49.502Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:37:53.175Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:37:56.002Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:37:58.787Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:38:01.612Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:38:01.612Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (24853.460 ms) ======
[2025-06-29T20:38:01.612Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ======
[2025-06-29T20:38:01.612Z] GC before operation: completed in 44.504 ms, heap usage 55.081 MB -> 40.541 MB.
[2025-06-29T20:38:05.339Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:38:08.128Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:38:10.962Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:38:15.175Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:38:18.000Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:38:20.853Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:38:23.704Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:38:26.570Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:38:26.570Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (25292.487 ms) ======
[2025-06-29T20:38:26.570Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ======
[2025-06-29T20:38:26.570Z] GC before operation: completed in 58.504 ms, heap usage 285.944 MB -> 41.179 MB.
[2025-06-29T20:38:30.255Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:38:33.101Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:38:36.793Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:38:39.622Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:38:42.412Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:38:45.204Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:38:48.009Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:38:50.814Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:38:51.488Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (24305.077 ms) ======
[2025-06-29T20:38:51.488Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ======
[2025-06-29T20:38:51.488Z] GC before operation: completed in 70.041 ms, heap usage 88.548 MB -> 40.741 MB.
[2025-06-29T20:38:54.299Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:38:57.982Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:39:00.602Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:39:04.335Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:39:07.133Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:39:10.032Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:39:13.752Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:39:16.632Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:39:16.632Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (25370.740 ms) ======
[2025-06-29T20:39:16.632Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ======
[2025-06-29T20:39:16.632Z] GC before operation: completed in 122.850 ms, heap usage 165.447 MB -> 40.693 MB.
[2025-06-29T20:39:20.418Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:39:24.138Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:39:27.919Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:39:31.764Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:39:34.693Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:39:38.491Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:39:42.316Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:39:45.642Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:39:45.642Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (28633.851 ms) ======
[2025-06-29T20:39:45.642Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ======
[2025-06-29T20:39:45.643Z] GC before operation: completed in 71.757 ms, heap usage 116.220 MB -> 40.944 MB.
[2025-06-29T20:39:49.430Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:39:53.184Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:39:56.032Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:39:59.795Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:40:03.558Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:40:06.452Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:40:10.226Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:40:13.088Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:40:13.088Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (27540.205 ms) ======
[2025-06-29T20:40:13.088Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ======
[2025-06-29T20:40:13.088Z] GC before operation: completed in 75.336 ms, heap usage 172.383 MB -> 40.733 MB.
[2025-06-29T20:40:16.943Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:40:20.720Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:40:24.615Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:40:29.557Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:40:32.787Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:40:36.690Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:40:40.535Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:40:43.402Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:40:44.047Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (30730.297 ms) ======
[2025-06-29T20:40:44.047Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ======
[2025-06-29T20:40:44.047Z] GC before operation: completed in 106.651 ms, heap usage 83.660 MB -> 41.006 MB.
[2025-06-29T20:40:47.873Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:40:51.726Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:40:55.505Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:40:59.249Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:41:03.272Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:41:07.187Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:41:11.008Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:41:14.827Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:41:14.827Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (30524.685 ms) ======
[2025-06-29T20:41:14.827Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ======
[2025-06-29T20:41:14.827Z] GC before operation: completed in 68.023 ms, heap usage 144.851 MB -> 40.915 MB.
[2025-06-29T20:41:19.368Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:41:23.271Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:41:27.093Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:41:30.863Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:41:34.675Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:41:37.551Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:41:41.386Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:41:45.158Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:41:45.158Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (30330.635 ms) ======
[2025-06-29T20:41:45.158Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ======
[2025-06-29T20:41:45.158Z] GC before operation: completed in 62.132 ms, heap usage 128.202 MB -> 40.682 MB.
[2025-06-29T20:41:48.934Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:41:52.800Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:41:56.609Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:42:00.470Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:42:03.443Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:42:07.190Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:42:11.041Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:42:14.852Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:42:14.852Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (29639.725 ms) ======
[2025-06-29T20:42:14.852Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ======
[2025-06-29T20:42:14.852Z] GC before operation: completed in 90.699 ms, heap usage 72.280 MB -> 40.916 MB.
[2025-06-29T20:42:18.641Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:42:22.431Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:42:26.203Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:42:30.002Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:42:33.827Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:42:37.644Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:42:40.561Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:42:44.325Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:42:44.325Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (29398.004 ms) ======
[2025-06-29T20:42:44.325Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ======
[2025-06-29T20:42:44.325Z] GC before operation: completed in 104.141 ms, heap usage 282.445 MB -> 40.877 MB.
[2025-06-29T20:42:48.495Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:42:52.319Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:42:55.290Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:42:59.138Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:43:02.971Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:43:05.923Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:43:09.653Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:43:12.520Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:43:12.520Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (28684.617 ms) ======
[2025-06-29T20:43:12.520Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ======
[2025-06-29T20:43:13.137Z] GC before operation: completed in 58.352 ms, heap usage 49.325 MB -> 40.539 MB.
[2025-06-29T20:43:16.972Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:43:20.778Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:43:23.635Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:43:27.382Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:43:30.300Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:43:34.068Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:43:37.869Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:43:40.717Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:43:40.717Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (27784.519 ms) ======
[2025-06-29T20:43:40.717Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ======
[2025-06-29T20:43:40.717Z] GC before operation: completed in 67.570 ms, heap usage 49.328 MB -> 41.131 MB.
[2025-06-29T20:43:44.482Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:43:48.197Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:43:51.046Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:43:54.754Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:43:57.601Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:44:00.442Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:44:04.211Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:44:07.121Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:44:07.121Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (26607.046 ms) ======
[2025-06-29T20:44:07.121Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ======
[2025-06-29T20:44:07.121Z] GC before operation: completed in 90.060 ms, heap usage 333.770 MB -> 40.859 MB.
[2025-06-29T20:44:10.933Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:44:14.736Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:44:20.317Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:44:22.479Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:44:26.220Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:44:30.044Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:44:32.944Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:44:36.739Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:44:36.739Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (29271.684 ms) ======
[2025-06-29T20:44:36.739Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ======
[2025-06-29T20:44:36.739Z] GC before operation: completed in 90.429 ms, heap usage 116.131 MB -> 41.055 MB.
[2025-06-29T20:44:40.535Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:44:44.328Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:44:48.121Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:44:51.933Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:44:55.756Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:44:58.643Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:45:02.441Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:45:05.787Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:45:05.787Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (28914.573 ms) ======
[2025-06-29T20:45:05.787Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ======
[2025-06-29T20:45:05.787Z] GC before operation: completed in 101.767 ms, heap usage 89.168 MB -> 40.825 MB.
[2025-06-29T20:45:09.617Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:45:13.455Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:45:17.332Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:45:21.158Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:45:26.144Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:45:30.068Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:45:33.002Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:45:36.894Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:45:36.894Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (31313.914 ms) ======
[2025-06-29T20:45:36.894Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ======
[2025-06-29T20:45:37.567Z] GC before operation: completed in 129.871 ms, heap usage 160.076 MB -> 40.721 MB.
[2025-06-29T20:45:41.476Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:45:46.325Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:45:52.163Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:45:55.171Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:46:00.176Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:46:04.151Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:46:10.280Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:46:14.260Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:46:14.260Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (37189.751 ms) ======
[2025-06-29T20:46:14.260Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ======
[2025-06-29T20:46:14.260Z] GC before operation: completed in 97.116 ms, heap usage 231.944 MB -> 41.021 MB.
[2025-06-29T20:46:19.174Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:46:23.943Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:46:26.881Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:46:30.708Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:46:34.555Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:46:38.163Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:46:41.004Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:46:43.850Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:46:43.850Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (29367.568 ms) ======
[2025-06-29T20:46:43.850Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ======
[2025-06-29T20:46:43.850Z] GC before operation: completed in 73.594 ms, heap usage 116.428 MB -> 40.755 MB.
[2025-06-29T20:46:47.612Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:46:51.357Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:46:55.153Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:46:58.022Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:47:01.762Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:47:04.585Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:47:08.385Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:47:11.223Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:47:11.223Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (27160.052 ms) ======
[2025-06-29T20:47:11.223Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ======
[2025-06-29T20:47:11.223Z] GC before operation: completed in 94.881 ms, heap usage 74.653 MB -> 41.111 MB.
[2025-06-29T20:47:14.953Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:47:18.686Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:47:22.446Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:47:25.916Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:47:28.744Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:47:32.527Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:47:35.342Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:47:38.233Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:47:38.233Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (27227.054 ms) ======
[2025-06-29T20:47:38.233Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ======
[2025-06-29T20:47:38.233Z] GC before operation: completed in 72.341 ms, heap usage 55.342 MB -> 40.810 MB.
[2025-06-29T20:47:41.994Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:47:45.727Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:47:49.490Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:47:52.403Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:47:56.150Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:47:59.011Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:48:02.825Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:48:06.054Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:48:06.054Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (27146.093 ms) ======
[2025-06-29T20:48:06.054Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ======
[2025-06-29T20:48:06.054Z] GC before operation: completed in 67.091 ms, heap usage 49.601 MB -> 40.608 MB.
[2025-06-29T20:48:09.776Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:48:12.612Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:48:16.424Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:48:19.282Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:48:22.138Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:48:25.874Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:48:28.749Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:48:32.495Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:48:32.495Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (26267.438 ms) ======
[2025-06-29T20:48:32.495Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ======
[2025-06-29T20:48:32.495Z] GC before operation: completed in 51.405 ms, heap usage 49.277 MB -> 41.129 MB.
[2025-06-29T20:48:35.368Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:48:39.116Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:48:42.835Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:48:45.656Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:48:48.765Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:48:51.616Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:48:55.425Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:48:58.270Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:48:58.270Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (26086.119 ms) ======
[2025-06-29T20:48:58.270Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ======
[2025-06-29T20:48:58.270Z] GC before operation: completed in 93.414 ms, heap usage 313.758 MB -> 40.980 MB.
[2025-06-29T20:49:02.016Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:49:05.757Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:49:08.565Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:49:12.239Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:49:15.073Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:49:17.895Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:49:21.601Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:49:24.424Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:49:24.424Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (26001.751 ms) ======
[2025-06-29T20:49:24.425Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ======
[2025-06-29T20:49:24.425Z] GC before operation: completed in 81.417 ms, heap usage 72.277 MB -> 38.691 MB.
[2025-06-29T20:49:28.112Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:49:31.440Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:49:34.299Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:49:38.017Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:49:40.843Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:49:43.683Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:49:46.533Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:49:50.284Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:49:50.284Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (25494.122 ms) ======
[2025-06-29T20:49:50.284Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ======
[2025-06-29T20:49:50.284Z] GC before operation: completed in 70.354 ms, heap usage 150.227 MB -> 38.954 MB.
[2025-06-29T20:49:53.097Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:49:56.820Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:49:59.629Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:50:03.353Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:50:06.219Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:50:09.030Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:50:11.860Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:50:15.105Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:50:15.105Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (25059.147 ms) ======
[2025-06-29T20:50:15.105Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ======
[2025-06-29T20:50:15.105Z] GC before operation: completed in 66.236 ms, heap usage 70.314 MB -> 38.680 MB.
[2025-06-29T20:50:18.812Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:50:21.652Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:50:25.357Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:50:28.185Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:50:31.909Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:50:34.726Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:50:37.524Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:50:40.368Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:50:40.368Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (25457.747 ms) ======
[2025-06-29T20:50:40.368Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ======
[2025-06-29T20:50:40.368Z] GC before operation: completed in 60.448 ms, heap usage 70.067 MB -> 39.005 MB.
[2025-06-29T20:50:44.115Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:50:46.981Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:50:50.675Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:50:53.514Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:50:56.791Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:50:59.603Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:51:03.403Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:51:06.265Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:51:06.266Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (25673.185 ms) ======
[2025-06-29T20:51:06.266Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ======
[2025-06-29T20:51:06.266Z] GC before operation: completed in 98.652 ms, heap usage 58.063 MB -> 38.235 MB.
[2025-06-29T20:51:10.047Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:51:13.802Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:51:17.556Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:51:21.304Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:51:25.134Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:51:28.037Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:51:31.847Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:51:35.563Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:51:35.563Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (28994.427 ms) ======
[2025-06-29T20:51:35.563Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ======
[2025-06-29T20:51:35.563Z] GC before operation: completed in 74.484 ms, heap usage 239.815 MB -> 38.127 MB.
[2025-06-29T20:51:39.802Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-06-29T20:51:43.551Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-06-29T20:51:47.302Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-06-29T20:51:52.139Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-06-29T20:51:54.944Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-06-29T20:51:57.765Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-06-29T20:52:00.603Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-06-29T20:52:04.339Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-06-29T20:52:04.339Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (28803.851 ms) ======
[2025-06-29T20:52:04.963Z] -----------------------------------
[2025-06-29T20:52:04.963Z] renaissance-gauss-mix_0_PASSED
[2025-06-29T20:52:04.963Z] -----------------------------------
[2025-06-29T20:52:04.963Z]
[2025-06-29T20:52:04.963Z] TEST TEARDOWN:
[2025-06-29T20:52:04.963Z] Nothing to be done for teardown.
[2025-06-29T20:52:04.963Z] renaissance-gauss-mix_0 Finish Time: Sun Jun 29 15:52:04 2025 Epoch Time (ms): 1751230324320