renaissance-gauss-mix_0
[2025-10-31T17:32:40.494Z] Running test renaissance-gauss-mix_0 ...
[2025-10-31T17:32:40.494Z] ===============================================
[2025-10-31T17:32:40.494Z] renaissance-gauss-mix_0 Start Time: Fri Oct 31 17:32:39 2025 Epoch Time (ms): 1761931959411
[2025-10-31T17:32:40.494Z] variation: NoOptions
[2025-10-31T17:32:40.494Z] JVM_OPTIONS:
[2025-10-31T17:32:40.494Z] { \
[2025-10-31T17:32:40.494Z] echo ""; echo "TEST SETUP:"; \
[2025-10-31T17:32:40.494Z] echo "Nothing to be done for setup."; \
[2025-10-31T17:32:40.495Z] mkdir -p "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17619306251678/renaissance-gauss-mix_0"; \
[2025-10-31T17:32:40.495Z] cd "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17619306251678/renaissance-gauss-mix_0"; \
[2025-10-31T17:32:40.495Z] echo ""; echo "TESTING:"; \
[2025-10-31T17:32:40.495Z] "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/jdkbinary/j2sdk-image/bin/java" --add-opens java.base/java.lang=ALL-UNNAMED --add-opens java.base/java.util=ALL-UNNAMED --add-opens java.base/java.util.concurrent=ALL-UNNAMED --add-opens java.base/java.nio=ALL-UNNAMED --add-opens java.base/sun.nio.ch=ALL-UNNAMED --add-opens java.base/java.lang.invoke=ALL-UNNAMED -jar "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17619306251678/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \
[2025-10-31T17:32:40.495Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/..; rm -f -r "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17619306251678/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \
[2025-10-31T17:32:40.495Z] echo ""; echo "TEST TEARDOWN:"; \
[2025-10-31T17:32:40.495Z] echo "Nothing to be done for teardown."; \
[2025-10-31T17:32:40.495Z] } 2>&1 | tee -a "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/../TKG/output_17619306251678/TestTargetResult";
[2025-10-31T17:32:40.495Z]
[2025-10-31T17:32:40.495Z] TEST SETUP:
[2025-10-31T17:32:40.495Z] Nothing to be done for setup.
[2025-10-31T17:32:40.495Z]
[2025-10-31T17:32:40.495Z] TESTING:
[2025-10-31T17:32:40.495Z] WARNING: A terminally deprecated method in sun.misc.Unsafe has been called
[2025-10-31T17:32:40.495Z] WARNING: sun.misc.Unsafe::objectFieldOffset has been called by scala.runtime.LazyVals$ (file:/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_linux/aqa-tests/TKG/output_17619306251678/renaissance-gauss-mix_0/launcher-173239-14990909748237303758/renaissance-harness_3/lib/scala3-library_3-3.3.4.jar)
[2025-10-31T17:32:40.495Z] WARNING: Please consider reporting this to the maintainers of class scala.runtime.LazyVals$
[2025-10-31T17:32:40.495Z] WARNING: sun.misc.Unsafe::objectFieldOffset will be removed in a future release
[2025-10-31T17:32:48.693Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 4) threads.
[2025-10-31T17:32:49.656Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ======
[2025-10-31T17:32:49.656Z] GC before operation: completed in 67.694 ms, heap usage 37.545 MB -> 29.599 MB.
[2025-10-31T17:33:03.257Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:33:05.927Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:33:10.125Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:33:13.172Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:33:17.371Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:33:20.425Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:33:23.494Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:33:26.556Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:33:27.520Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (37675.337 ms) ======
[2025-10-31T17:33:27.520Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ======
[2025-10-31T17:33:27.520Z] GC before operation: completed in 102.438 ms, heap usage 46.524 MB -> 37.187 MB.
[2025-10-31T17:33:30.568Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:33:33.635Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:33:36.689Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:33:39.765Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:33:42.814Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:33:45.867Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:33:48.931Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:33:51.975Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:33:51.975Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (24651.498 ms) ======
[2025-10-31T17:33:51.975Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ======
[2025-10-31T17:33:51.975Z] GC before operation: completed in 86.221 ms, heap usage 66.793 MB -> 38.912 MB.
[2025-10-31T17:33:55.029Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:33:57.756Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:34:00.805Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:34:03.975Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:34:07.029Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:34:10.077Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:34:13.123Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:34:16.176Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:34:16.176Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (24265.401 ms) ======
[2025-10-31T17:34:16.176Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ======
[2025-10-31T17:34:16.176Z] GC before operation: completed in 87.180 ms, heap usage 187.949 MB -> 40.655 MB.
[2025-10-31T17:34:18.153Z] 17:34:17.325 WARN [block-manager-storage-async-thread-pool-42] org.apache.spark.storage.BlockManager - Asked to remove block broadcast_1525_piece0, which does not exist
[2025-10-31T17:34:19.114Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:34:22.164Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:34:25.214Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:34:28.254Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:34:31.309Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:34:33.279Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:34:36.331Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:34:38.314Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:34:38.314Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (22317.248 ms) ======
[2025-10-31T17:34:38.314Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ======
[2025-10-31T17:34:38.314Z] GC before operation: completed in 87.074 ms, heap usage 112.572 MB -> 41.718 MB.
[2025-10-31T17:34:42.045Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:34:44.019Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:34:47.064Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:34:50.113Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:34:53.166Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:34:56.396Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:34:59.448Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:35:02.499Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:35:02.499Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (23452.537 ms) ======
[2025-10-31T17:35:02.499Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ======
[2025-10-31T17:35:02.499Z] GC before operation: completed in 88.222 ms, heap usage 212.828 MB -> 41.511 MB.
[2025-10-31T17:35:05.636Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:35:09.836Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:35:12.886Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:35:15.943Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:35:18.984Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:35:22.035Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:35:25.084Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:35:28.134Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:35:28.134Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (25404.603 ms) ======
[2025-10-31T17:35:28.134Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ======
[2025-10-31T17:35:28.134Z] GC before operation: completed in 82.533 ms, heap usage 74.222 MB -> 41.822 MB.
[2025-10-31T17:35:30.558Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:35:33.790Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:35:36.851Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:35:39.907Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:35:41.900Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:35:44.973Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:35:48.016Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:35:49.984Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:35:49.984Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (22649.583 ms) ======
[2025-10-31T17:35:49.984Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ======
[2025-10-31T17:35:50.953Z] GC before operation: completed in 81.147 ms, heap usage 263.425 MB -> 41.753 MB.
[2025-10-31T17:35:54.003Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:35:55.980Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:35:59.096Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:36:02.145Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:36:05.185Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:36:07.162Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:36:10.203Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:36:13.254Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:36:13.254Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (22292.709 ms) ======
[2025-10-31T17:36:13.254Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ======
[2025-10-31T17:36:13.254Z] GC before operation: completed in 77.231 ms, heap usage 60.987 MB -> 42.046 MB.
[2025-10-31T17:36:15.229Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:36:18.289Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:36:20.963Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:36:24.024Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:36:27.066Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:36:29.041Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:36:32.086Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:36:34.058Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:36:34.058Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (21364.248 ms) ======
[2025-10-31T17:36:34.058Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ======
[2025-10-31T17:36:34.058Z] GC before operation: completed in 77.200 ms, heap usage 50.235 MB -> 41.792 MB.
[2025-10-31T17:36:37.102Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:36:39.078Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:36:42.118Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:36:44.092Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:36:47.139Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:36:49.120Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:36:52.171Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:36:54.147Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:36:54.147Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (20204.882 ms) ======
[2025-10-31T17:36:54.147Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ======
[2025-10-31T17:36:54.147Z] GC before operation: completed in 82.040 ms, heap usage 114.074 MB -> 41.533 MB.
[2025-10-31T17:36:57.293Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:37:00.333Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:37:02.303Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:37:05.342Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:37:07.310Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:37:09.728Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:37:12.772Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:37:14.751Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:37:14.751Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (20378.792 ms) ======
[2025-10-31T17:37:14.751Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ======
[2025-10-31T17:37:14.751Z] GC before operation: completed in 77.014 ms, heap usage 82.850 MB -> 41.927 MB.
[2025-10-31T17:37:17.796Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:37:19.764Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:37:22.810Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:37:24.780Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:37:27.828Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:37:29.807Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:37:32.851Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:37:34.828Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:37:34.829Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (19940.469 ms) ======
[2025-10-31T17:37:34.829Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ======
[2025-10-31T17:37:34.829Z] GC before operation: completed in 79.546 ms, heap usage 141.669 MB -> 41.720 MB.
[2025-10-31T17:37:37.881Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:37:39.857Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:37:42.897Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:37:44.877Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:37:46.889Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:37:49.937Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:37:51.911Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:37:54.959Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:37:54.959Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (19609.053 ms) ======
[2025-10-31T17:37:54.959Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ======
[2025-10-31T17:37:54.959Z] GC before operation: completed in 80.018 ms, heap usage 83.529 MB -> 41.447 MB.
[2025-10-31T17:37:57.631Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:37:59.601Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:38:02.644Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:38:04.616Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:38:07.657Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:38:10.702Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:38:12.678Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:38:15.729Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:38:15.729Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (20982.814 ms) ======
[2025-10-31T17:38:15.729Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ======
[2025-10-31T17:38:15.729Z] GC before operation: completed in 71.443 ms, heap usage 230.147 MB -> 41.945 MB.
[2025-10-31T17:38:18.775Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:38:21.817Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:38:24.861Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:38:27.904Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:38:29.876Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:38:31.847Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:38:34.889Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:38:37.931Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:38:37.931Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (22267.968 ms) ======
[2025-10-31T17:38:37.931Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ======
[2025-10-31T17:38:37.931Z] GC before operation: completed in 73.048 ms, heap usage 80.660 MB -> 41.657 MB.
[2025-10-31T17:38:40.967Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:38:44.015Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:38:47.054Z] 17:38:45.984 WARN [block-manager-storage-async-thread-pool-34] org.apache.spark.storage.BlockManager - Block broadcast_7663 could not be removed as it was not found on disk or in memory
[2025-10-31T17:38:47.054Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:38:47.054Z] 17:38:46.370 WARN [block-manager-storage-async-thread-pool-34] org.apache.spark.storage.BlockManager - Block broadcast_7663 was not removed normally.
[2025-10-31T17:38:47.054Z] 17:38:46.372 ERROR [block-manager-storage-async-thread-pool-34] org.apache.spark.storage.BlockManagerStorageEndpoint - Error in removing broadcast 7663
[2025-10-31T17:38:47.054Z] org.apache.spark.SparkException: Block broadcast_7663 does not exist
[2025-10-31T17:38:47.054Z] at org.apache.spark.errors.SparkCoreErrors$.blockDoesNotExistError(SparkCoreErrors.scala:318) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockInfoManager.blockInfo(BlockInfoManager.scala:269) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockInfoManager.removeBlock(BlockInfoManager.scala:547) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockManager.removeBlockInternal(BlockManager.scala:2091) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockManager.removeBlock(BlockManager.scala:2057) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3$adapted(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at scala.collection.IterableOnceOps.foreach(IterableOnce.scala:619) ~[scala-library-2.13.15.jar:?]
[2025-10-31T17:38:47.054Z] at scala.collection.IterableOnceOps.foreach$(IterableOnce.scala:617) ~[scala-library-2.13.15.jar:?]
[2025-10-31T17:38:47.054Z] at scala.collection.AbstractIterator.foreach(Iterator.scala:1303) ~[scala-library-2.13.15.jar:?]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockManager.removeBroadcast(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockManagerStorageEndpoint$$anonfun$receiveAndReply$1.$anonfun$applyOrElse$4(BlockManagerStorageEndpoint.scala:69) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at scala.runtime.java8.JFunction0$mcI$sp.apply(JFunction0$mcI$sp.scala:17) ~[scala-library-2.13.15.jar:?]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockManagerStorageEndpoint.$anonfun$doAsync$1(BlockManagerStorageEndpoint.scala:101) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at scala.concurrent.Future$.$anonfun$apply$1(Future.scala:687) ~[scala-library-2.13.15.jar:?]
[2025-10-31T17:38:47.054Z] at scala.concurrent.impl.Promise$Transformation.run(Promise.scala:467) [scala-library-2.13.15.jar:?]
[2025-10-31T17:38:47.054Z] at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1090) [?:?]
[2025-10-31T17:38:47.054Z] at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:614) [?:?]
[2025-10-31T17:38:47.054Z] at java.lang.Thread.run(Thread.java:1474) [?:?]
[2025-10-31T17:38:47.054Z] 17:38:46.430 WARN [block-manager-ask-thread-pool-91] org.apache.spark.storage.BlockManagerMaster - Failed to remove broadcast 7663 with removeFromMaster = true - Block broadcast_7663 does not exist
[2025-10-31T17:38:47.054Z] org.apache.spark.SparkException: Block broadcast_7663 does not exist
[2025-10-31T17:38:47.054Z] at org.apache.spark.errors.SparkCoreErrors$.blockDoesNotExistError(SparkCoreErrors.scala:318) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockInfoManager.blockInfo(BlockInfoManager.scala:269) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockInfoManager.removeBlock(BlockInfoManager.scala:547) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockManager.removeBlockInternal(BlockManager.scala:2091) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockManager.removeBlock(BlockManager.scala:2057) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3$adapted(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.054Z] at scala.collection.IterableOnceOps.foreach(IterableOnce.scala:619) ~[scala-library-2.13.15.jar:?]
[2025-10-31T17:38:47.054Z] at scala.collection.IterableOnceOps.foreach$(IterableOnce.scala:617) ~[scala-library-2.13.15.jar:?]
[2025-10-31T17:38:47.054Z] at scala.collection.AbstractIterator.foreach(Iterator.scala:1303) ~[scala-library-2.13.15.jar:?]
[2025-10-31T17:38:47.054Z] at org.apache.spark.storage.BlockManager.removeBroadcast(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.055Z] at org.apache.spark.storage.BlockManagerStorageEndpoint$$anonfun$receiveAndReply$1.$anonfun$applyOrElse$4(BlockManagerStorageEndpoint.scala:69) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.055Z] at scala.runtime.java8.JFunction0$mcI$sp.apply(JFunction0$mcI$sp.scala:17) ~[scala-library-2.13.15.jar:?]
[2025-10-31T17:38:47.055Z] at org.apache.spark.storage.BlockManagerStorageEndpoint.$anonfun$doAsync$1(BlockManagerStorageEndpoint.scala:101) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-10-31T17:38:47.055Z] at scala.concurrent.Future$.$anonfun$apply$1(Future.scala:687) ~[scala-library-2.13.15.jar:?]
[2025-10-31T17:38:47.055Z] at scala.concurrent.impl.Promise$Transformation.run(Promise.scala:467) [scala-library-2.13.15.jar:?]
[2025-10-31T17:38:47.055Z] at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1090) [?:?]
[2025-10-31T17:38:47.055Z] at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:614) [?:?]
[2025-10-31T17:38:47.055Z] at java.lang.Thread.run(Thread.java:1474) [?:?]
[2025-10-31T17:38:49.579Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:38:52.620Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:38:54.593Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:38:57.644Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:39:00.696Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:39:00.696Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (22025.978 ms) ======
[2025-10-31T17:39:00.696Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ======
[2025-10-31T17:39:00.696Z] GC before operation: completed in 87.443 ms, heap usage 119.579 MB -> 43.031 MB.
[2025-10-31T17:39:02.676Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:39:05.734Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:39:07.706Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:39:10.751Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:39:12.726Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:39:15.769Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:39:18.817Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:39:20.796Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:39:20.796Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (20564.312 ms) ======
[2025-10-31T17:39:20.796Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ======
[2025-10-31T17:39:20.796Z] GC before operation: completed in 82.473 ms, heap usage 236.054 MB -> 42.851 MB.
[2025-10-31T17:39:23.845Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:39:26.887Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:39:28.872Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:39:31.914Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:39:33.884Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:39:37.629Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:39:39.623Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:39:41.598Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:39:41.598Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (20916.478 ms) ======
[2025-10-31T17:39:41.598Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ======
[2025-10-31T17:39:41.598Z] GC before operation: completed in 87.488 ms, heap usage 115.345 MB -> 42.492 MB.
[2025-10-31T17:39:44.642Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:39:47.698Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:39:49.676Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:39:52.728Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:39:55.772Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:39:57.745Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:40:00.795Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:40:02.768Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:40:02.768Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (20998.551 ms) ======
[2025-10-31T17:40:02.768Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ======
[2025-10-31T17:40:02.768Z] GC before operation: completed in 83.341 ms, heap usage 107.163 MB -> 42.882 MB.
[2025-10-31T17:40:05.828Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:40:08.884Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:40:10.853Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:40:13.898Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:40:15.863Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:40:18.907Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:40:21.947Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:40:23.914Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:40:23.914Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (21042.438 ms) ======
[2025-10-31T17:40:23.914Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ======
[2025-10-31T17:40:23.914Z] GC before operation: completed in 82.518 ms, heap usage 300.086 MB -> 42.776 MB.
[2025-10-31T17:40:27.137Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:40:29.627Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:40:32.859Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:40:34.834Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:40:37.874Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:40:39.847Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:40:42.891Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:40:44.864Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:40:44.864Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (20959.297 ms) ======
[2025-10-31T17:40:44.864Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ======
[2025-10-31T17:40:44.864Z] GC before operation: completed in 78.590 ms, heap usage 56.771 MB -> 42.503 MB.
[2025-10-31T17:40:47.906Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:40:50.954Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:40:52.929Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:40:55.976Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:40:58.017Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:41:01.057Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:41:03.029Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:41:06.080Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:41:06.080Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (20489.039 ms) ======
[2025-10-31T17:41:06.080Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ======
[2025-10-31T17:41:06.080Z] GC before operation: completed in 80.089 ms, heap usage 334.770 MB -> 42.939 MB.
[2025-10-31T17:41:08.050Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:41:11.096Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:41:13.071Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:41:16.118Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:41:17.772Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:41:20.824Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:41:23.872Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:41:26.917Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:41:26.917Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (21212.762 ms) ======
[2025-10-31T17:41:26.917Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ======
[2025-10-31T17:41:26.917Z] GC before operation: completed in 76.205 ms, heap usage 88.091 MB -> 42.523 MB.
[2025-10-31T17:41:29.958Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:41:33.009Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:41:36.052Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:41:38.030Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:41:41.080Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:41:43.048Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:41:46.097Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:41:48.066Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:41:48.066Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (21426.460 ms) ======
[2025-10-31T17:41:48.066Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ======
[2025-10-31T17:41:48.066Z] GC before operation: completed in 79.302 ms, heap usage 114.986 MB -> 42.986 MB.
[2025-10-31T17:41:51.102Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:41:54.137Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:41:56.214Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:41:58.281Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:42:01.328Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:42:03.300Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:42:05.274Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:42:07.991Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:42:07.991Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (19633.708 ms) ======
[2025-10-31T17:42:07.991Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ======
[2025-10-31T17:42:07.991Z] GC before operation: completed in 84.103 ms, heap usage 281.942 MB -> 42.791 MB.
[2025-10-31T17:42:11.032Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:42:13.004Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:42:16.047Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:42:18.022Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:42:21.066Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:42:23.033Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:42:25.010Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:42:28.045Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:42:28.045Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (19454.842 ms) ======
[2025-10-31T17:42:28.045Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ======
[2025-10-31T17:42:28.045Z] GC before operation: completed in 75.846 ms, heap usage 138.519 MB -> 42.503 MB.
[2025-10-31T17:42:30.012Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:42:33.055Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:42:35.028Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:42:38.070Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:42:40.049Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:42:44.264Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:42:47.323Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:42:50.376Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:42:50.376Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (22566.021 ms) ======
[2025-10-31T17:42:50.376Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ======
[2025-10-31T17:42:50.376Z] GC before operation: completed in 106.601 ms, heap usage 148.286 MB -> 42.863 MB.
[2025-10-31T17:42:54.579Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:42:57.300Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:43:01.500Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:43:04.551Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:43:07.599Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:43:11.814Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:43:14.858Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:43:17.903Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:43:17.903Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (26975.784 ms) ======
[2025-10-31T17:43:17.903Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ======
[2025-10-31T17:43:17.903Z] GC before operation: completed in 82.774 ms, heap usage 186.932 MB -> 42.660 MB.
[2025-10-31T17:43:19.888Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:43:22.943Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:43:24.918Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:43:27.966Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:43:29.945Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:43:32.997Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:43:34.971Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:43:38.014Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:43:38.014Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (20154.663 ms) ======
[2025-10-31T17:43:38.014Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ======
[2025-10-31T17:43:38.014Z] GC before operation: completed in 81.264 ms, heap usage 61.994 MB -> 42.944 MB.
[2025-10-31T17:43:41.065Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:43:43.043Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:43:46.105Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:43:49.865Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:43:51.842Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:43:53.814Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:43:56.870Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:43:58.860Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:43:58.860Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (21071.786 ms) ======
[2025-10-31T17:43:58.860Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ======
[2025-10-31T17:43:58.860Z] GC before operation: completed in 80.843 ms, heap usage 280.096 MB -> 42.855 MB.
[2025-10-31T17:44:01.903Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:44:03.879Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:44:06.924Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:44:08.903Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:44:11.970Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:44:13.972Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:44:17.023Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:44:19.004Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:44:19.004Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (20155.742 ms) ======
[2025-10-31T17:44:19.004Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ======
[2025-10-31T17:44:19.004Z] GC before operation: completed in 81.450 ms, heap usage 114.585 MB -> 42.540 MB.
[2025-10-31T17:44:22.047Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:44:24.031Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:44:27.090Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:44:30.134Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:44:32.103Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:44:35.149Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:44:37.814Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:44:39.793Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:44:39.793Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (20614.906 ms) ======
[2025-10-31T17:44:39.793Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ======
[2025-10-31T17:44:39.793Z] GC before operation: completed in 79.460 ms, heap usage 194.792 MB -> 43.064 MB.
[2025-10-31T17:44:42.848Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:44:44.820Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:44:47.866Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:44:50.911Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:44:52.884Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:44:55.928Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:44:58.028Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:45:00.008Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:45:00.008Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (20481.691 ms) ======
[2025-10-31T17:45:00.008Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ======
[2025-10-31T17:45:00.008Z] GC before operation: completed in 82.023 ms, heap usage 114.822 MB -> 42.750 MB.
[2025-10-31T17:45:03.050Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:45:06.111Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:45:08.088Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:45:11.132Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:45:13.108Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:45:16.161Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:45:18.150Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:45:21.209Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:45:21.209Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (20416.314 ms) ======
[2025-10-31T17:45:21.209Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ======
[2025-10-31T17:45:21.209Z] GC before operation: completed in 92.006 ms, heap usage 373.709 MB -> 42.669 MB.
[2025-10-31T17:45:24.259Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:45:26.240Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:45:28.696Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:45:31.922Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:45:33.895Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:45:36.955Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:45:38.936Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:45:41.988Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:45:41.989Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (20520.374 ms) ======
[2025-10-31T17:45:41.989Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ======
[2025-10-31T17:45:41.989Z] GC before operation: completed in 84.177 ms, heap usage 136.715 MB -> 42.916 MB.
[2025-10-31T17:45:43.965Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:45:47.012Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:45:48.984Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:45:52.034Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:45:54.009Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:45:55.988Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:45:59.069Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:46:01.049Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:46:01.049Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (19847.372 ms) ======
[2025-10-31T17:46:01.049Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ======
[2025-10-31T17:46:01.049Z] GC before operation: completed in 82.279 ms, heap usage 101.189 MB -> 42.588 MB.
[2025-10-31T17:46:04.094Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:46:07.143Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:46:09.134Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:46:12.185Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:46:14.162Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:46:16.847Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:46:18.823Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:46:21.876Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:46:21.876Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (19888.958 ms) ======
[2025-10-31T17:46:21.876Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ======
[2025-10-31T17:46:21.876Z] GC before operation: completed in 78.258 ms, heap usage 83.745 MB -> 42.993 MB.
[2025-10-31T17:46:23.853Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:46:26.898Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:46:28.876Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:46:30.844Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:46:33.897Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:46:35.873Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:46:38.927Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:46:40.933Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:46:40.933Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (19454.471 ms) ======
[2025-10-31T17:46:40.933Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ======
[2025-10-31T17:46:40.933Z] GC before operation: completed in 85.010 ms, heap usage 200.201 MB -> 42.854 MB.
[2025-10-31T17:46:43.989Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:46:45.961Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:46:49.009Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:46:50.986Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:46:54.034Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:46:57.104Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:47:00.155Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:47:03.198Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:47:03.198Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (21952.968 ms) ======
[2025-10-31T17:47:03.198Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ======
[2025-10-31T17:47:03.198Z] GC before operation: completed in 79.755 ms, heap usage 63.342 MB -> 42.486 MB.
[2025-10-31T17:47:06.946Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-31T17:47:07.911Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-31T17:47:10.955Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-31T17:47:12.929Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-31T17:47:15.971Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-31T17:47:17.944Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-31T17:47:20.991Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-31T17:47:22.969Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-31T17:47:22.969Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (19845.974 ms) ======
[2025-10-31T17:47:23.928Z] -----------------------------------
[2025-10-31T17:47:23.928Z] renaissance-gauss-mix_0_PASSED
[2025-10-31T17:47:23.928Z] -----------------------------------
[2025-10-31T17:47:23.928Z]
[2025-10-31T17:47:23.928Z] TEST TEARDOWN:
[2025-10-31T17:47:23.928Z] Nothing to be done for teardown.
[2025-10-31T17:47:23.928Z] renaissance-gauss-mix_0 Finish Time: Fri Oct 31 17:47:23 2025 Epoch Time (ms): 1761932843046