renaissance-gauss-mix_0
[2025-05-22T23:25:42.192Z] Running test renaissance-gauss-mix_0 ...
[2025-05-22T23:25:42.192Z] ===============================================
[2025-05-22T23:25:42.192Z] renaissance-gauss-mix_0 Start Time: Thu May 22 23:25:40 2025 Epoch Time (ms): 1747956340638
[2025-05-22T23:25:42.192Z] variation: NoOptions
[2025-05-22T23:25:42.192Z] JVM_OPTIONS:
[2025-05-22T23:25:42.192Z] { \
[2025-05-22T23:25:42.192Z] echo ""; echo "TEST SETUP:"; \
[2025-05-22T23:25:42.192Z] echo "Nothing to be done for setup."; \
[2025-05-22T23:25:42.192Z] mkdir -p "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/../TKG/output_1747953800450/renaissance-gauss-mix_0"; \
[2025-05-22T23:25:42.192Z] cd "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/../TKG/output_1747953800450/renaissance-gauss-mix_0"; \
[2025-05-22T23:25:42.192Z] echo ""; echo "TESTING:"; \
[2025-05-22T23:25:42.192Z] "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-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_x86-64_alpine-linux/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/../TKG/output_1747953800450/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \
[2025-05-22T23:25:42.192Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/..; rm -f -r "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/../TKG/output_1747953800450/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \
[2025-05-22T23:25:42.192Z] echo ""; echo "TEST TEARDOWN:"; \
[2025-05-22T23:25:42.192Z] echo "Nothing to be done for teardown."; \
[2025-05-22T23:25:42.192Z] } 2>&1 | tee -a "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/../TKG/output_1747953800450/TestTargetResult";
[2025-05-22T23:25:42.192Z]
[2025-05-22T23:25:42.192Z] TEST SETUP:
[2025-05-22T23:25:42.192Z] Nothing to be done for setup.
[2025-05-22T23:25:42.192Z]
[2025-05-22T23:25:42.192Z] TESTING:
[2025-05-22T23:25:42.192Z] WARNING: A terminally deprecated method in sun.misc.Unsafe has been called
[2025-05-22T23:25:42.192Z] WARNING: sun.misc.Unsafe::objectFieldOffset has been called by scala.runtime.LazyVals$ (file:/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/output_1747953800450/renaissance-gauss-mix_0/launcher-232541-5483193501040846975/renaissance-harness_3/lib/scala3-library_3-3.3.4.jar)
[2025-05-22T23:25:42.192Z] WARNING: Please consider reporting this to the maintainers of class scala.runtime.LazyVals$
[2025-05-22T23:25:42.192Z] WARNING: sun.misc.Unsafe::objectFieldOffset will be removed in a future release
[2025-05-22T23:25:58.545Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 4) threads.
[2025-05-22T23:25:58.545Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ======
[2025-05-22T23:25:59.330Z] GC before operation: completed in 153.717 ms, heap usage 43.071 MB -> 29.447 MB.
[2025-05-22T23:26:29.853Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:26:38.987Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:26:49.162Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:26:56.283Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:27:03.304Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:27:10.307Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:27:16.098Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:27:24.466Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:27:25.308Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (83530.538 ms) ======
[2025-05-22T23:27:25.308Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ======
[2025-05-22T23:27:25.308Z] GC before operation: completed in 204.734 ms, heap usage 199.669 MB -> 37.157 MB.
[2025-05-22T23:27:27.879Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:27:33.747Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:27:41.436Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:27:47.242Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:27:51.883Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:27:56.555Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:28:03.694Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:28:07.246Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:28:08.052Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (44837.307 ms) ======
[2025-05-22T23:28:08.052Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ======
[2025-05-22T23:28:08.052Z] GC before operation: completed in 176.464 ms, heap usage 126.149 MB -> 38.833 MB.
[2025-05-22T23:28:15.282Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:28:22.436Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:28:28.279Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:28:34.213Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:28:40.618Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:28:46.463Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:28:53.567Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:28:58.270Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:28:58.270Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (50745.724 ms) ======
[2025-05-22T23:28:58.270Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ======
[2025-05-22T23:28:59.066Z] GC before operation: completed in 322.146 ms, heap usage 237.003 MB -> 40.611 MB.
[2025-05-22T23:29:06.226Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:29:13.397Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:29:20.568Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:29:27.712Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:29:33.563Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:29:39.998Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:29:44.670Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:29:50.594Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:29:50.594Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (51817.167 ms) ======
[2025-05-22T23:29:50.594Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ======
[2025-05-22T23:29:51.386Z] GC before operation: completed in 300.270 ms, heap usage 99.067 MB -> 41.496 MB.
[2025-05-22T23:29:58.565Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:30:04.417Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:30:11.595Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:30:17.528Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:30:23.329Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:30:29.035Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:30:34.734Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:30:39.789Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:30:39.789Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (48494.715 ms) ======
[2025-05-22T23:30:39.789Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ======
[2025-05-22T23:30:39.789Z] GC before operation: completed in 325.763 ms, heap usage 74.539 MB -> 41.261 MB.
[2025-05-22T23:30:45.491Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:30:49.986Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:30:57.032Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:31:04.085Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:31:09.845Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:31:14.417Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:31:20.131Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:31:24.678Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:31:24.679Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (44976.188 ms) ======
[2025-05-22T23:31:24.679Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ======
[2025-05-22T23:31:25.447Z] GC before operation: completed in 262.548 ms, heap usage 69.395 MB -> 41.650 MB.
[2025-05-22T23:31:31.162Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:31:36.876Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:31:43.166Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:31:48.941Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:31:55.948Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:32:01.662Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:32:07.339Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:32:13.097Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:32:13.886Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (48443.067 ms) ======
[2025-05-22T23:32:13.886Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ======
[2025-05-22T23:32:13.886Z] GC before operation: completed in 286.952 ms, heap usage 164.297 MB -> 41.504 MB.
[2025-05-22T23:32:19.591Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:32:25.334Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:32:31.043Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:32:38.578Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:32:44.378Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:32:50.130Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:32:57.164Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:33:02.809Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:33:02.809Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (49234.632 ms) ======
[2025-05-22T23:33:02.809Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ======
[2025-05-22T23:33:03.573Z] GC before operation: completed in 277.426 ms, heap usage 113.382 MB -> 41.843 MB.
[2025-05-22T23:33:10.840Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:33:19.417Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:33:21.821Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:33:26.319Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:33:33.178Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:33:39.367Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:33:46.179Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:33:53.015Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:33:53.015Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (50030.624 ms) ======
[2025-05-22T23:33:53.015Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ======
[2025-05-22T23:33:53.788Z] GC before operation: completed in 264.782 ms, heap usage 100.084 MB -> 41.623 MB.
[2025-05-22T23:34:00.583Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:34:06.125Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:34:11.663Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:34:17.171Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:34:21.561Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:34:28.308Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:34:32.680Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:34:38.705Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:34:38.705Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (44489.342 ms) ======
[2025-05-22T23:34:38.705Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ======
[2025-05-22T23:34:38.705Z] GC before operation: completed in 248.012 ms, heap usage 128.531 MB -> 42.245 MB.
[2025-05-22T23:34:44.269Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:34:49.934Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:34:56.744Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:35:02.235Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:35:06.632Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:35:11.013Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:35:16.553Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:35:22.102Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:35:22.102Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (43285.096 ms) ======
[2025-05-22T23:35:22.102Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ======
[2025-05-22T23:35:22.102Z] GC before operation: completed in 262.528 ms, heap usage 268.528 MB -> 41.883 MB.
[2025-05-22T23:35:27.666Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:35:32.611Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:35:38.135Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:35:42.549Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:35:48.076Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:35:52.526Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:35:56.913Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:36:01.314Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:36:01.314Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (38970.133 ms) ======
[2025-05-22T23:36:01.314Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ======
[2025-05-22T23:36:01.314Z] GC before operation: completed in 183.618 ms, heap usage 260.170 MB -> 41.603 MB.
[2025-05-22T23:36:05.734Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:36:10.172Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:36:15.758Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:36:15.758Z] 23:36:15.475 WARN [block-manager-storage-async-thread-pool-87] org.apache.spark.storage.BlockManager - Block broadcast_6176 could not be removed as it was not found on disk or in memory
[2025-05-22T23:36:17.402Z] 23:36:17.012 WARN [block-manager-storage-async-thread-pool-87] org.apache.spark.storage.BlockManager - Block broadcast_6176 was not removed normally.
[2025-05-22T23:36:17.402Z] 23:36:17.014 ERROR [block-manager-storage-async-thread-pool-85] org.apache.spark.storage.BlockManagerStorageEndpoint - Error in removing broadcast 6176
[2025-05-22T23:36:17.402Z] org.apache.spark.SparkException: Block broadcast_6176 does not exist
[2025-05-22T23:36:17.402Z] at org.apache.spark.errors.SparkCoreErrors$.blockDoesNotExistError(SparkCoreErrors.scala:318) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockInfoManager.blockInfo(BlockInfoManager.scala:269) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockInfoManager.removeBlock(BlockInfoManager.scala:547) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.removeBlockInternal(BlockManager.scala:2091) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.removeBlock(BlockManager.scala:2057) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3$adapted(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at scala.collection.IterableOnceOps.foreach(IterableOnce.scala:619) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at scala.collection.IterableOnceOps.foreach$(IterableOnce.scala:617) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at scala.collection.AbstractIterator.foreach(Iterator.scala:1303) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.removeBroadcast(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] 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]
[2025-05-22T23:36:17.402Z] at scala.runtime.java8.JFunction0$mcI$sp.apply(JFunction0$mcI$sp.scala:17) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManagerStorageEndpoint.$anonfun$doAsync$1(BlockManagerStorageEndpoint.scala:101) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at scala.concurrent.Future$.$anonfun$apply$1(Future.scala:687) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at scala.concurrent.impl.Promise$Transformation.run(Promise.scala:467) [scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1090) [?:?]
[2025-05-22T23:36:17.402Z] at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:614) [?:?]
[2025-05-22T23:36:17.402Z] at java.lang.Thread.run(Thread.java:1447) [?:?]
[2025-05-22T23:36:17.402Z] 23:36:17.201 ERROR [Spark Context Cleaner] org.apache.spark.ContextCleaner - Error cleaning broadcast 6176
[2025-05-22T23:36:17.402Z] org.apache.spark.SparkException: Exception thrown in awaitResult:
[2025-05-22T23:36:17.402Z] at org.apache.spark.util.SparkThreadUtils$.awaitResult(SparkThreadUtils.scala:56) ~[spark-common-utils_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.util.ThreadUtils$.awaitResult(ThreadUtils.scala:310) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.rpc.RpcTimeout.awaitResult(RpcTimeout.scala:75) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManagerMaster.removeBroadcast(BlockManagerMaster.scala:222) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.broadcast.TorrentBroadcast$.unpersist(TorrentBroadcast.scala:395) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.broadcast.TorrentBroadcastFactory.unbroadcast(TorrentBroadcastFactory.scala:49) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.broadcast.BroadcastManager.unbroadcast(BroadcastManager.scala:82) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.ContextCleaner.doCleanupBroadcast(ContextCleaner.scala:256) [spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.ContextCleaner.$anonfun$keepCleaning$3(ContextCleaner.scala:204) [spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.ContextCleaner.$anonfun$keepCleaning$3$adapted(ContextCleaner.scala:195) [spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at scala.Option.foreach(Option.scala:437) [scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at org.apache.spark.ContextCleaner.$anonfun$keepCleaning$1(ContextCleaner.scala:195) [spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.util.Utils$.tryOrStopSparkContext(Utils.scala:1356) [spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.ContextCleaner.org$apache$spark$ContextCleaner$$keepCleaning(ContextCleaner.scala:189) [spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.ContextCleaner$$anon$1.run(ContextCleaner.scala:79) [spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] Caused by: org.apache.spark.SparkException: Block broadcast_6176 does not exist
[2025-05-22T23:36:17.402Z] at org.apache.spark.errors.SparkCoreErrors$.blockDoesNotExistError(SparkCoreErrors.scala:318) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockInfoManager.blockInfo(BlockInfoManager.scala:269) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockInfoManager.removeBlock(BlockInfoManager.scala:547) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.removeBlockInternal(BlockManager.scala:2091) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.removeBlock(BlockManager.scala:2057) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3$adapted(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at scala.collection.IterableOnceOps.foreach(IterableOnce.scala:619) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at scala.collection.IterableOnceOps.foreach$(IterableOnce.scala:617) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at scala.collection.AbstractIterator.foreach(Iterator.scala:1303) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.removeBroadcast(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManagerStorageEndpoint$$anonfun$receiveAndReply$1.$anonfun$applyOrElse$4(BlockManagerStorageEndpoint.scala:69) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at scala.runtime.java8.JFunction0$mcI$sp.apply(JFunction0$mcI$sp.scala:17) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManagerStorageEndpoint.$anonfun$doAsync$1(BlockManagerStorageEndpoint.scala:101) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at scala.concurrent.Future$.$anonfun$apply$1(Future.scala:687) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at scala.concurrent.impl.Promise$Transformation.run(Promise.scala:467) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1090) ~[?:?]
[2025-05-22T23:36:17.402Z] at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:614) ~[?:?]
[2025-05-22T23:36:17.402Z] at java.lang.Thread.run(Thread.java:1447) ~[?:?]
[2025-05-22T23:36:17.402Z] 23:36:17.222 WARN [block-manager-ask-thread-pool-0] org.apache.spark.storage.BlockManagerMaster - Failed to remove broadcast 6176 with removeFromMaster = true - Block broadcast_6176 does not exist
[2025-05-22T23:36:17.402Z] org.apache.spark.SparkException: Block broadcast_6176 does not exist
[2025-05-22T23:36:17.402Z] at org.apache.spark.errors.SparkCoreErrors$.blockDoesNotExistError(SparkCoreErrors.scala:318) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockInfoManager.blockInfo(BlockInfoManager.scala:269) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockInfoManager.removeBlock(BlockInfoManager.scala:547) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.removeBlockInternal(BlockManager.scala:2091) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.removeBlock(BlockManager.scala:2057) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3$adapted(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at scala.collection.IterableOnceOps.foreach(IterableOnce.scala:619) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at scala.collection.IterableOnceOps.foreach$(IterableOnce.scala:617) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at scala.collection.AbstractIterator.foreach(Iterator.scala:1303) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManager.removeBroadcast(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.402Z] at org.apache.spark.storage.BlockManagerStorageEndpoint$$anonfun$receiveAndReply$1.$anonfun$applyOrElse$4(BlockManagerStorageEndpoint.scala:69) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.403Z] at scala.runtime.java8.JFunction0$mcI$sp.apply(JFunction0$mcI$sp.scala:17) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.403Z] at org.apache.spark.storage.BlockManagerStorageEndpoint.$anonfun$doAsync$1(BlockManagerStorageEndpoint.scala:101) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-05-22T23:36:17.403Z] at scala.concurrent.Future$.$anonfun$apply$1(Future.scala:687) ~[scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.403Z] at scala.concurrent.impl.Promise$Transformation.run(Promise.scala:467) [scala-library-2.13.15.jar:?]
[2025-05-22T23:36:17.403Z] at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1090) [?:?]
[2025-05-22T23:36:17.403Z] at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:614) [?:?]
[2025-05-22T23:36:17.403Z] at java.lang.Thread.run(Thread.java:1447) [?:?]
[2025-05-22T23:36:24.267Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:36:30.488Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:36:37.691Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:36:43.524Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:36:50.649Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:36:50.649Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (48732.392 ms) ======
[2025-05-22T23:36:50.649Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ======
[2025-05-22T23:36:50.649Z] GC before operation: completed in 250.333 ms, heap usage 103.206 MB -> 42.393 MB.
[2025-05-22T23:36:56.527Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:37:02.363Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:37:09.486Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:37:15.395Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:37:20.086Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:37:26.461Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:37:32.241Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:37:38.013Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:37:38.013Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (47584.114 ms) ======
[2025-05-22T23:37:38.013Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ======
[2025-05-22T23:37:38.013Z] GC before operation: completed in 311.169 ms, heap usage 210.634 MB -> 42.718 MB.
[2025-05-22T23:37:45.113Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:37:51.028Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:37:56.844Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:38:02.619Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:38:09.726Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:38:15.549Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:38:21.313Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:38:28.472Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:38:28.472Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (49885.992 ms) ======
[2025-05-22T23:38:28.472Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ======
[2025-05-22T23:38:28.472Z] GC before operation: completed in 272.480 ms, heap usage 128.739 MB -> 42.522 MB.
[2025-05-22T23:38:35.688Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:38:41.451Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:38:48.687Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:38:55.807Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:39:01.592Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:39:07.402Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:39:13.270Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:39:20.366Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:39:20.366Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (51690.631 ms) ======
[2025-05-22T23:39:20.366Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ======
[2025-05-22T23:39:20.366Z] GC before operation: completed in 262.219 ms, heap usage 114.766 MB -> 42.955 MB.
[2025-05-22T23:39:26.779Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:39:32.534Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:39:38.315Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:39:44.190Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:39:51.406Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:39:56.101Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:40:01.976Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:40:07.807Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:40:07.807Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (47697.294 ms) ======
[2025-05-22T23:40:07.807Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ======
[2025-05-22T23:40:07.807Z] GC before operation: completed in 265.895 ms, heap usage 248.859 MB -> 42.653 MB.
[2025-05-22T23:40:14.964Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:40:20.855Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:40:28.115Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:40:34.004Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:40:39.809Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:40:45.730Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:40:51.566Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:40:58.694Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:40:58.694Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (49990.992 ms) ======
[2025-05-22T23:40:58.694Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ======
[2025-05-22T23:40:58.694Z] GC before operation: completed in 371.624 ms, heap usage 96.004 MB -> 42.330 MB.
[2025-05-22T23:41:05.815Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:41:12.960Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:41:18.760Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:41:25.821Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:41:31.041Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:41:38.119Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:41:42.727Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:41:48.490Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:41:48.490Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (50367.965 ms) ======
[2025-05-22T23:41:48.490Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ======
[2025-05-22T23:41:49.353Z] GC before operation: completed in 318.031 ms, heap usage 67.331 MB -> 42.674 MB.
[2025-05-22T23:41:56.573Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:42:02.352Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:42:08.201Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:42:14.031Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:42:19.846Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:42:24.510Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:42:30.978Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:42:36.888Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:42:36.888Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (48041.448 ms) ======
[2025-05-22T23:42:36.888Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ======
[2025-05-22T23:42:37.695Z] GC before operation: completed in 356.108 ms, heap usage 67.166 MB -> 42.440 MB.
[2025-05-22T23:42:43.514Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:42:48.179Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:42:54.075Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:43:01.266Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:43:08.476Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:43:14.333Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:43:21.364Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:43:26.006Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:43:26.006Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (48538.338 ms) ======
[2025-05-22T23:43:26.006Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ======
[2025-05-22T23:43:26.006Z] GC before operation: completed in 267.620 ms, heap usage 96.773 MB -> 42.226 MB.
[2025-05-22T23:43:33.599Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:43:38.255Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:43:43.997Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:43:49.824Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:43:55.598Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:44:01.257Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:44:06.991Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:44:12.674Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:44:12.674Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (46139.998 ms) ======
[2025-05-22T23:44:12.674Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ======
[2025-05-22T23:44:12.674Z] GC before operation: completed in 299.476 ms, heap usage 170.554 MB -> 43.492 MB.
[2025-05-22T23:44:19.681Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:44:26.746Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:44:32.153Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:44:39.184Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:44:43.765Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:44:50.869Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:44:56.652Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:45:02.387Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:45:02.387Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (49085.591 ms) ======
[2025-05-22T23:45:02.387Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ======
[2025-05-22T23:45:02.387Z] GC before operation: completed in 323.649 ms, heap usage 84.067 MB -> 42.416 MB.
[2025-05-22T23:45:08.065Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:45:15.145Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:45:21.445Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:45:27.211Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:45:32.994Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:45:40.071Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:45:47.121Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:45:52.925Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:45:52.925Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (50787.575 ms) ======
[2025-05-22T23:45:52.925Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ======
[2025-05-22T23:45:52.925Z] GC before operation: completed in 307.542 ms, heap usage 51.551 MB -> 42.764 MB.
[2025-05-22T23:45:59.847Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:46:05.632Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:46:12.022Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:46:17.786Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:46:23.480Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:46:30.578Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:46:36.275Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:46:41.975Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:46:41.975Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (48480.959 ms) ======
[2025-05-22T23:46:41.975Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ======
[2025-05-22T23:46:41.975Z] GC before operation: completed in 336.900 ms, heap usage 67.782 MB -> 43.199 MB.
[2025-05-22T23:46:48.993Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:46:56.099Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:47:02.371Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:47:09.472Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:47:15.234Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:47:22.279Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:47:29.330Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:47:35.101Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:47:35.101Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (53182.111 ms) ======
[2025-05-22T23:47:35.101Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ======
[2025-05-22T23:47:35.914Z] GC before operation: completed in 309.510 ms, heap usage 62.480 MB -> 42.248 MB.
[2025-05-22T23:47:42.896Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:47:49.991Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:47:56.202Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:48:01.982Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:48:09.049Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:48:14.697Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:48:19.247Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:48:26.373Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:48:26.373Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (50233.818 ms) ======
[2025-05-22T23:48:26.373Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ======
[2025-05-22T23:48:26.373Z] GC before operation: completed in 372.779 ms, heap usage 241.014 MB -> 43.465 MB.
[2025-05-22T23:48:33.434Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:48:39.348Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:48:45.527Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:48:51.251Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:48:57.029Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:49:04.059Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:49:09.789Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:49:15.570Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:49:15.570Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (49161.070 ms) ======
[2025-05-22T23:49:15.570Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ======
[2025-05-22T23:49:15.570Z] GC before operation: completed in 363.547 ms, heap usage 120.657 MB -> 42.556 MB.
[2025-05-22T23:49:22.588Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:49:29.640Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:49:35.829Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:49:41.531Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:49:47.249Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:49:54.289Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:49:58.856Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:50:04.624Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:50:04.624Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (48730.393 ms) ======
[2025-05-22T23:50:04.624Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ======
[2025-05-22T23:50:04.624Z] GC before operation: completed in 282.571 ms, heap usage 175.395 MB -> 42.894 MB.
[2025-05-22T23:50:11.684Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:50:17.407Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:50:23.110Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:50:29.353Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:50:35.051Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:50:40.742Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:50:47.719Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:50:53.535Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:50:53.535Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (48913.353 ms) ======
[2025-05-22T23:50:53.535Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ======
[2025-05-22T23:50:54.312Z] GC before operation: completed in 360.511 ms, heap usage 84.265 MB -> 40.876 MB.
[2025-05-22T23:51:01.310Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:51:07.037Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:51:12.783Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:51:20.373Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:51:26.138Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:51:31.765Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:51:36.269Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:51:41.939Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:51:41.939Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (47872.010 ms) ======
[2025-05-22T23:51:41.939Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ======
[2025-05-22T23:51:41.939Z] GC before operation: completed in 296.732 ms, heap usage 68.491 MB -> 40.415 MB.
[2025-05-22T23:51:48.946Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:51:54.645Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:52:01.657Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:52:06.185Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:52:11.272Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:52:18.251Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:52:22.842Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:52:27.409Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:52:28.185Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (45648.782 ms) ======
[2025-05-22T23:52:28.185Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ======
[2025-05-22T23:52:28.185Z] GC before operation: completed in 268.330 ms, heap usage 105.332 MB -> 40.723 MB.
[2025-05-22T23:52:35.236Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:52:39.766Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:52:46.781Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:52:51.438Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:52:57.062Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:53:02.129Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:53:07.831Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:53:13.642Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:53:13.642Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (45528.716 ms) ======
[2025-05-22T23:53:13.642Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ======
[2025-05-22T23:53:13.642Z] GC before operation: completed in 284.043 ms, heap usage 49.810 MB -> 40.703 MB.
[2025-05-22T23:53:20.698Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:53:27.786Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:53:33.568Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:53:39.422Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:53:45.173Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:53:50.328Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:53:57.335Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:54:03.079Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:54:03.079Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (49114.784 ms) ======
[2025-05-22T23:54:03.079Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ======
[2025-05-22T23:54:03.079Z] GC before operation: completed in 277.084 ms, heap usage 52.224 MB -> 40.296 MB.
[2025-05-22T23:54:10.092Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:54:15.824Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:54:21.547Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:54:27.269Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:54:32.957Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:54:37.496Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:54:43.725Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:54:49.398Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:54:49.398Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (45698.820 ms) ======
[2025-05-22T23:54:49.398Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ======
[2025-05-22T23:54:49.398Z] GC before operation: completed in 311.771 ms, heap usage 81.676 MB -> 40.644 MB.
[2025-05-22T23:54:56.388Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:55:02.101Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:55:06.657Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:55:12.373Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:55:18.106Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:55:23.821Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:55:28.353Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:55:33.464Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:55:33.464Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (43816.830 ms) ======
[2025-05-22T23:55:33.464Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ======
[2025-05-22T23:55:33.464Z] GC before operation: completed in 256.636 ms, heap usage 60.547 MB -> 40.493 MB.
[2025-05-22T23:55:39.184Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:55:45.809Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:55:52.860Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:55:58.586Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:56:04.344Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:56:10.076Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:56:14.604Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:56:20.368Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:56:20.368Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (46849.019 ms) ======
[2025-05-22T23:56:20.368Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ======
[2025-05-22T23:56:20.368Z] GC before operation: completed in 248.564 ms, heap usage 118.893 MB -> 40.920 MB.
[2025-05-22T23:56:26.606Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:56:32.318Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:56:39.341Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:56:43.861Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:56:46.380Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:56:50.940Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:56:56.615Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:57:02.283Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:57:02.284Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (41318.196 ms) ======
[2025-05-22T23:57:02.284Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ======
[2025-05-22T23:57:02.284Z] GC before operation: completed in 282.806 ms, heap usage 69.902 MB -> 40.571 MB.
[2025-05-22T23:57:08.035Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:57:14.313Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:57:18.878Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:57:23.418Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:57:29.188Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:57:33.713Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:57:39.550Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:57:44.127Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:57:44.127Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (41690.119 ms) ======
[2025-05-22T23:57:44.127Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ======
[2025-05-22T23:57:44.127Z] GC before operation: completed in 341.418 ms, heap usage 60.342 MB -> 40.281 MB.
[2025-05-22T23:57:49.962Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-05-22T23:57:55.700Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-05-22T23:58:04.177Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-05-22T23:58:11.835Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-05-22T23:58:17.565Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-05-22T23:58:23.293Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-05-22T23:58:29.038Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-05-22T23:58:36.074Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-05-22T23:58:36.074Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (51330.108 ms) ======
[2025-05-22T23:58:36.990Z] -----------------------------------
[2025-05-22T23:58:36.990Z] renaissance-gauss-mix_0_PASSED
[2025-05-22T23:58:36.990Z] -----------------------------------
[2025-05-22T23:58:36.990Z]
[2025-05-22T23:58:36.990Z] TEST TEARDOWN:
[2025-05-22T23:58:36.990Z] Nothing to be done for teardown.
[2025-05-22T23:58:36.990Z] renaissance-gauss-mix_0 Finish Time: Thu May 22 23:58:36 2025 Epoch Time (ms): 1747958316348