Test Results Summary Service

renaissance-gauss-mix_0

[2025-06-27T05:46:32.739Z] Running test renaissance-gauss-mix_0 ... [2025-06-27T05:46:32.739Z] =============================================== [2025-06-27T05:46:32.739Z] renaissance-gauss-mix_0 Start Time: Fri Jun 27 05:46:30 2025 Epoch Time (ms): 1751003190526 [2025-06-27T05:46:32.739Z] variation: NoOptions [2025-06-27T05:46:32.739Z] JVM_OPTIONS: [2025-06-27T05:46:32.739Z] { \ [2025-06-27T05:46:32.739Z] echo ""; echo "TEST SETUP:"; \ [2025-06-27T05:46:32.739Z] echo "Nothing to be done for setup."; \ [2025-06-27T05:46:32.739Z] mkdir -p "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/../TKG/output_17509993728803/renaissance-gauss-mix_0"; \ [2025-06-27T05:46:32.739Z] cd "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/../TKG/output_17509993728803/renaissance-gauss-mix_0"; \ [2025-06-27T05:46:32.739Z] echo ""; echo "TESTING:"; \ [2025-06-27T05:46:32.740Z] "/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_17509993728803/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-06-27T05:46:32.740Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/..; rm -f -r "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/../TKG/output_17509993728803/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-06-27T05:46:32.740Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-06-27T05:46:32.740Z] echo "Nothing to be done for teardown."; \ [2025-06-27T05:46:32.740Z] } 2>&1 | tee -a "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/../TKG/output_17509993728803/TestTargetResult"; [2025-06-27T05:46:32.740Z] [2025-06-27T05:46:32.740Z] TEST SETUP: [2025-06-27T05:46:32.740Z] Nothing to be done for setup. [2025-06-27T05:46:32.740Z] [2025-06-27T05:46:32.740Z] TESTING: [2025-06-27T05:46:32.740Z] WARNING: A terminally deprecated method in sun.misc.Unsafe has been called [2025-06-27T05:46:32.740Z] WARNING: sun.misc.Unsafe::objectFieldOffset has been called by scala.runtime.LazyVals$ (file:/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_x86-64_alpine-linux/aqa-tests/TKG/output_17509993728803/renaissance-gauss-mix_0/launcher-054631-16837235487378942338/renaissance-harness_3/lib/scala3-library_3-3.3.4.jar) [2025-06-27T05:46:32.740Z] WARNING: Please consider reporting this to the maintainers of class scala.runtime.LazyVals$ [2025-06-27T05:46:32.740Z] WARNING: sun.misc.Unsafe::objectFieldOffset will be removed in a future release [2025-06-27T05:46:58.071Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 4) threads. [2025-06-27T05:46:59.568Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-06-27T05:46:59.568Z] GC before operation: completed in 200.036 ms, heap usage 38.736 MB -> 29.619 MB. [2025-06-27T05:47:40.436Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:47:59.168Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:48:13.230Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:48:24.892Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:48:33.160Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:48:41.303Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T05:48:51.334Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T05:48:58.196Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T05:48:58.196Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (118270.966 ms) ====== [2025-06-27T05:48:58.196Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-06-27T05:48:58.196Z] GC before operation: completed in 420.629 ms, heap usage 46.081 MB -> 37.232 MB. [2025-06-27T05:49:07.878Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:49:16.010Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:49:24.248Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:49:31.002Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:49:37.703Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:49:44.424Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T05:49:50.479Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T05:49:55.966Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T05:49:55.966Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (58014.336 ms) ====== [2025-06-27T05:49:55.966Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-06-27T05:49:56.691Z] GC before operation: completed in 233.665 ms, heap usage 132.428 MB -> 38.779 MB. [2025-06-27T05:50:03.303Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:50:10.028Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:50:16.735Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:50:24.821Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:50:32.870Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:50:40.090Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T05:50:46.757Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T05:50:54.789Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T05:50:54.789Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (57446.522 ms) ====== [2025-06-27T05:50:54.789Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-06-27T05:50:54.789Z] GC before operation: completed in 315.399 ms, heap usage 91.972 MB -> 40.444 MB. [2025-06-27T05:51:02.866Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:51:09.560Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:51:16.255Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:51:22.887Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:51:30.101Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:51:35.510Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T05:51:40.958Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T05:51:47.671Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T05:51:47.671Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (53608.641 ms) ====== [2025-06-27T05:51:47.671Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-06-27T05:51:48.416Z] GC before operation: completed in 386.881 ms, heap usage 82.035 MB -> 41.490 MB. [2025-06-27T05:51:56.499Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:52:06.162Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:52:12.812Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:52:21.398Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:52:28.090Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:52:34.840Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T05:52:41.430Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T05:52:49.362Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T05:52:49.363Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (61042.661 ms) ====== [2025-06-27T05:52:49.363Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-06-27T05:52:49.363Z] GC before operation: completed in 345.642 ms, heap usage 83.524 MB -> 41.226 MB. [2025-06-27T05:52:57.374Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:53:07.545Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:53:15.709Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:53:24.227Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:53:32.185Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:53:40.299Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T05:53:49.206Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T05:53:53.454Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T05:53:53.455Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (63611.406 ms) ====== [2025-06-27T05:53:53.455Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-06-27T05:53:53.455Z] GC before operation: completed in 304.517 ms, heap usage 173.251 MB -> 41.766 MB. [2025-06-27T05:54:01.744Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:54:09.745Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:54:16.554Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:54:24.583Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:54:32.825Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:54:39.750Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T05:54:45.425Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T05:54:52.594Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T05:54:52.594Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (58386.433 ms) ====== [2025-06-27T05:54:52.594Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-06-27T05:54:52.594Z] GC before operation: completed in 296.779 ms, heap usage 198.053 MB -> 41.457 MB. [2025-06-27T05:55:02.505Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:55:05.971Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:55:12.964Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:55:18.627Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:55:28.659Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:55:35.564Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T05:55:41.749Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T05:55:48.787Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T05:55:48.787Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (56227.812 ms) ====== [2025-06-27T05:55:48.787Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-06-27T05:55:48.787Z] GC before operation: completed in 259.688 ms, heap usage 136.054 MB -> 42.530 MB. [2025-06-27T05:55:57.075Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:56:03.956Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:56:10.906Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:56:19.235Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:56:26.096Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:56:33.044Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T05:56:39.976Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T05:56:48.417Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T05:56:48.417Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (57173.652 ms) ====== [2025-06-27T05:56:48.417Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-06-27T05:56:48.417Z] GC before operation: completed in 237.745 ms, heap usage 83.832 MB -> 41.587 MB. [2025-06-27T05:56:52.898Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:56:58.477Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:57:01.972Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:57:08.876Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:57:12.369Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:57:18.083Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T05:57:25.523Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T05:57:28.993Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T05:57:28.993Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (42330.262 ms) ====== [2025-06-27T05:57:28.993Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-06-27T05:57:28.993Z] GC before operation: completed in 218.891 ms, heap usage 94.980 MB -> 41.318 MB. [2025-06-27T05:57:35.988Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:57:44.345Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:57:49.927Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:57:55.525Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:58:02.393Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:58:08.217Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T05:58:15.269Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T05:58:23.699Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T05:58:23.699Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (54380.528 ms) ====== [2025-06-27T05:58:23.699Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-06-27T05:58:23.699Z] GC before operation: completed in 283.475 ms, heap usage 48.082 MB -> 41.636 MB. [2025-06-27T05:58:31.972Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:58:37.621Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:58:44.814Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:58:50.527Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:58:57.512Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:59:03.714Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T05:59:10.663Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T05:59:16.356Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T05:59:16.356Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (52545.856 ms) ====== [2025-06-27T05:59:16.356Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-06-27T05:59:16.356Z] GC before operation: completed in 246.722 ms, heap usage 167.257 MB -> 41.545 MB. [2025-06-27T05:59:23.224Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T05:59:30.274Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T05:59:35.931Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T05:59:41.610Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T05:59:47.287Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T05:59:54.728Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:00:00.427Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:00:07.295Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:00:07.295Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (50605.667 ms) ====== [2025-06-27T06:00:07.295Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-06-27T06:00:07.295Z] GC before operation: completed in 292.181 ms, heap usage 47.833 MB -> 41.356 MB. [2025-06-27T06:00:15.740Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:00:22.622Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:00:29.506Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:00:35.065Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:00:42.249Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:00:50.646Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:00:57.590Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:01:03.321Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:01:03.321Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (56452.159 ms) ====== [2025-06-27T06:01:03.321Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-06-27T06:01:04.106Z] GC before operation: completed in 314.809 ms, heap usage 69.484 MB -> 41.599 MB. [2025-06-27T06:01:04.914Z] 06:01:04.601 WARN [block-manager-storage-async-thread-pool-83] org.apache.spark.storage.BlockManager - Block broadcast_7005 could not be removed as it was not found on disk or in memory [2025-06-27T06:01:07.507Z] 06:01:06.820 WARN [block-manager-storage-async-thread-pool-83] org.apache.spark.storage.BlockManager - Block broadcast_7005 was not removed normally. [2025-06-27T06:01:07.507Z] 06:01:06.831 ERROR [block-manager-storage-async-thread-pool-81] org.apache.spark.storage.BlockManagerStorageEndpoint - Error in removing broadcast 7005 [2025-06-27T06:01:07.507Z] org.apache.spark.SparkException: Block broadcast_7005 does not exist [2025-06-27T06:01:07.507Z] at org.apache.spark.errors.SparkCoreErrors$.blockDoesNotExistError(SparkCoreErrors.scala:318) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockInfoManager.blockInfo(BlockInfoManager.scala:269) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockInfoManager.removeBlock(BlockInfoManager.scala:547) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManager.removeBlockInternal(BlockManager.scala:2091) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManager.removeBlock(BlockManager.scala:2057) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3$adapted(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at scala.collection.IterableOnceOps.foreach(IterableOnce.scala:619) ~[scala-library-2.13.15.jar:?] [2025-06-27T06:01:07.507Z] at scala.collection.IterableOnceOps.foreach$(IterableOnce.scala:617) ~[scala-library-2.13.15.jar:?] [2025-06-27T06:01:07.507Z] at scala.collection.AbstractIterator.foreach(Iterator.scala:1303) ~[scala-library-2.13.15.jar:?] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManager.removeBroadcast(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] 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] [2025-06-27T06:01:07.507Z] at scala.runtime.java8.JFunction0$mcI$sp.apply(JFunction0$mcI$sp.scala:17) ~[scala-library-2.13.15.jar:?] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManagerStorageEndpoint.$anonfun$doAsync$1(BlockManagerStorageEndpoint.scala:101) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at scala.concurrent.Future$.$anonfun$apply$1(Future.scala:687) ~[scala-library-2.13.15.jar:?] [2025-06-27T06:01:07.507Z] at scala.concurrent.impl.Promise$Transformation.run(Promise.scala:467) [scala-library-2.13.15.jar:?] [2025-06-27T06:01:07.507Z] at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1090) [?:?] [2025-06-27T06:01:07.507Z] at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:614) [?:?] [2025-06-27T06:01:07.507Z] at java.lang.Thread.run(Thread.java:1474) [?:?] [2025-06-27T06:01:07.507Z] 06:01:06.988 WARN [block-manager-ask-thread-pool-8] org.apache.spark.storage.BlockManagerMaster - Failed to remove broadcast 7005 with removeFromMaster = true - Block broadcast_7005 does not exist [2025-06-27T06:01:07.507Z] org.apache.spark.SparkException: Block broadcast_7005 does not exist [2025-06-27T06:01:07.507Z] at org.apache.spark.errors.SparkCoreErrors$.blockDoesNotExistError(SparkCoreErrors.scala:318) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockInfoManager.blockInfo(BlockInfoManager.scala:269) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockInfoManager.removeBlock(BlockInfoManager.scala:547) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManager.removeBlockInternal(BlockManager.scala:2091) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManager.removeBlock(BlockManager.scala:2057) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3$adapted(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at scala.collection.IterableOnceOps.foreach(IterableOnce.scala:619) ~[scala-library-2.13.15.jar:?] [2025-06-27T06:01:07.507Z] at scala.collection.IterableOnceOps.foreach$(IterableOnce.scala:617) ~[scala-library-2.13.15.jar:?] [2025-06-27T06:01:07.507Z] at scala.collection.AbstractIterator.foreach(Iterator.scala:1303) ~[scala-library-2.13.15.jar:?] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManager.removeBroadcast(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManagerStorageEndpoint$$anonfun$receiveAndReply$1.$anonfun$applyOrElse$4(BlockManagerStorageEndpoint.scala:69) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at scala.runtime.java8.JFunction0$mcI$sp.apply(JFunction0$mcI$sp.scala:17) ~[scala-library-2.13.15.jar:?] [2025-06-27T06:01:07.507Z] at org.apache.spark.storage.BlockManagerStorageEndpoint.$anonfun$doAsync$1(BlockManagerStorageEndpoint.scala:101) ~[spark-core_2.13-3.5.3.jar:3.5.3] [2025-06-27T06:01:07.507Z] at scala.concurrent.Future$.$anonfun$apply$1(Future.scala:687) ~[scala-library-2.13.15.jar:?] [2025-06-27T06:01:07.507Z] at scala.concurrent.impl.Promise$Transformation.run(Promise.scala:467) [scala-library-2.13.15.jar:?] [2025-06-27T06:01:07.507Z] at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1090) [?:?] [2025-06-27T06:01:07.507Z] at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:614) [?:?] [2025-06-27T06:01:07.507Z] at java.lang.Thread.run(Thread.java:1474) [?:?] [2025-06-27T06:01:13.289Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:01:20.306Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:01:29.203Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:01:36.222Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:01:43.109Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:01:50.002Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:01:56.882Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:02:03.751Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:02:03.751Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (59667.840 ms) ====== [2025-06-27T06:02:03.751Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-06-27T06:02:03.751Z] GC before operation: completed in 334.986 ms, heap usage 307.205 MB -> 42.516 MB. [2025-06-27T06:02:12.100Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:02:17.744Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:02:25.156Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:02:32.171Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:02:37.836Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:02:44.706Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:02:51.538Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:02:58.382Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:02:58.382Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (53929.276 ms) ====== [2025-06-27T06:02:58.382Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-06-27T06:02:58.382Z] GC before operation: completed in 303.978 ms, heap usage 122.627 MB -> 42.824 MB. [2025-06-27T06:03:08.230Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:03:12.845Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:03:18.623Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:03:24.211Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:03:31.381Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:03:38.327Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:03:43.978Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:03:49.668Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:03:49.668Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (51084.211 ms) ====== [2025-06-27T06:03:49.668Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-06-27T06:03:49.668Z] GC before operation: completed in 253.688 ms, heap usage 148.325 MB -> 42.569 MB. [2025-06-27T06:03:56.571Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:04:02.634Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:04:11.785Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:04:18.772Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:04:25.713Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:04:31.369Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:04:38.289Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:04:45.154Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:04:45.154Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (55309.312 ms) ====== [2025-06-27T06:04:45.154Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-06-27T06:04:45.154Z] GC before operation: completed in 289.257 ms, heap usage 267.198 MB -> 43.023 MB. [2025-06-27T06:04:53.725Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:05:00.672Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:05:07.568Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:05:14.670Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:05:20.381Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:05:28.850Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:05:35.707Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:05:42.851Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:05:42.851Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (57050.477 ms) ====== [2025-06-27T06:05:42.851Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-06-27T06:05:42.852Z] GC before operation: completed in 286.445 ms, heap usage 302.528 MB -> 42.807 MB. [2025-06-27T06:05:49.670Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:05:56.612Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:06:04.902Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:06:12.002Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:06:22.130Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:06:31.664Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:06:40.997Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:06:48.315Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:06:48.315Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (65977.830 ms) ====== [2025-06-27T06:06:48.315Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-06-27T06:06:49.137Z] GC before operation: completed in 365.964 ms, heap usage 154.316 MB -> 42.608 MB. [2025-06-27T06:06:57.711Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:07:04.771Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:07:13.337Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:07:21.938Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:07:29.479Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:07:36.448Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:07:44.905Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:07:51.863Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:07:51.863Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (62853.966 ms) ====== [2025-06-27T06:07:51.863Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-06-27T06:07:51.863Z] GC before operation: completed in 293.471 ms, heap usage 266.643 MB -> 42.287 MB. [2025-06-27T06:08:01.891Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:08:10.096Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:08:18.225Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:08:24.103Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:08:32.230Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:08:38.912Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:08:47.000Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:08:53.663Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:08:53.663Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (61795.424 ms) ====== [2025-06-27T06:08:53.663Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-06-27T06:08:54.399Z] GC before operation: completed in 427.161 ms, heap usage 416.010 MB -> 42.885 MB. [2025-06-27T06:09:04.076Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:09:12.540Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:09:20.542Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:09:28.786Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:09:38.391Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:09:45.013Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:09:52.983Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:09:59.596Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:09:59.596Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (65200.599 ms) ====== [2025-06-27T06:09:59.596Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-06-27T06:09:59.596Z] GC before operation: completed in 393.403 ms, heap usage 70.254 MB -> 42.327 MB. [2025-06-27T06:10:09.581Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:10:17.633Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:10:24.308Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:10:34.030Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:10:40.804Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:10:49.918Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:10:58.433Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:11:06.476Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:11:06.476Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (66966.810 ms) ====== [2025-06-27T06:11:06.476Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-06-27T06:11:07.229Z] GC before operation: completed in 372.601 ms, heap usage 170.505 MB -> 42.788 MB. [2025-06-27T06:11:16.798Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:11:23.411Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:11:31.752Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:11:39.802Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:11:48.210Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:11:54.864Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:12:03.438Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:12:11.732Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:12:11.732Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (63980.023 ms) ====== [2025-06-27T06:12:11.732Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-06-27T06:12:11.733Z] GC before operation: completed in 444.926 ms, heap usage 62.650 MB -> 40.718 MB. [2025-06-27T06:12:23.045Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:12:31.123Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:12:39.143Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:12:47.228Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:12:55.279Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:13:04.890Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:13:12.168Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:13:20.304Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:13:20.304Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (68537.430 ms) ====== [2025-06-27T06:13:20.304Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-06-27T06:13:20.304Z] GC before operation: completed in 338.433 ms, heap usage 82.212 MB -> 40.411 MB. [2025-06-27T06:13:29.935Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:13:38.018Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:13:46.017Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:13:54.033Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:14:04.114Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:14:12.252Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:14:20.354Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:14:27.060Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:14:27.804Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (67078.690 ms) ====== [2025-06-27T06:14:27.804Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-06-27T06:14:27.804Z] GC before operation: completed in 348.702 ms, heap usage 112.413 MB -> 41.970 MB. [2025-06-27T06:14:37.448Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:14:45.464Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:14:53.985Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:15:03.642Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:15:10.317Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:15:18.341Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:15:26.458Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:15:34.669Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:15:34.669Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (66360.210 ms) ====== [2025-06-27T06:15:34.669Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-06-27T06:15:34.669Z] GC before operation: completed in 358.410 ms, heap usage 433.104 MB -> 40.741 MB. [2025-06-27T06:15:43.286Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:15:51.420Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:15:59.441Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:16:07.576Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:16:16.261Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:16:23.049Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:16:31.830Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:16:40.106Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:16:40.106Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (64646.743 ms) ====== [2025-06-27T06:16:40.106Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-06-27T06:16:40.106Z] GC before operation: completed in 495.614 ms, heap usage 385.168 MB -> 41.087 MB. [2025-06-27T06:16:49.814Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:16:57.966Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:17:06.151Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:17:12.919Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:17:21.196Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:17:30.638Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:17:35.021Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:17:41.775Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:17:41.775Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (62410.906 ms) ====== [2025-06-27T06:17:41.775Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-06-27T06:17:42.533Z] GC before operation: completed in 342.711 ms, heap usage 115.169 MB -> 40.731 MB. [2025-06-27T06:17:50.818Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:17:59.112Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:18:08.374Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:18:11.780Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:18:19.257Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:18:26.079Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:18:34.280Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:18:41.065Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:18:41.065Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (58151.411 ms) ====== [2025-06-27T06:18:41.065Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-06-27T06:18:41.065Z] GC before operation: completed in 366.944 ms, heap usage 47.465 MB -> 40.333 MB. [2025-06-27T06:18:49.298Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:18:57.505Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:19:05.705Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:19:13.985Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:19:22.395Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:19:30.935Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:19:39.180Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:19:47.780Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:19:47.780Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (66131.355 ms) ====== [2025-06-27T06:19:47.780Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-06-27T06:19:47.780Z] GC before operation: completed in 343.818 ms, heap usage 73.217 MB -> 40.796 MB. [2025-06-27T06:19:56.362Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:20:06.517Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:20:12.218Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:20:19.175Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:20:26.218Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:20:33.354Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:20:40.392Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:20:47.503Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:20:47.503Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (59660.715 ms) ====== [2025-06-27T06:20:47.503Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-06-27T06:20:47.503Z] GC before operation: completed in 279.860 ms, heap usage 82.419 MB -> 41.146 MB. [2025-06-27T06:20:57.706Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:21:03.422Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:21:11.918Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:21:19.032Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:21:26.089Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:21:33.238Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:21:40.250Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:21:47.274Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:21:47.274Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (59632.555 ms) ====== [2025-06-27T06:21:47.274Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-06-27T06:21:47.274Z] GC before operation: completed in 318.520 ms, heap usage 82.628 MB -> 40.424 MB. [2025-06-27T06:21:56.290Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:22:03.354Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:22:10.418Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:22:17.487Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:22:24.567Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:22:31.549Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:22:40.225Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:22:48.659Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:22:48.659Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (61064.142 ms) ====== [2025-06-27T06:22:48.659Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-06-27T06:22:48.659Z] GC before operation: completed in 294.447 ms, heap usage 80.914 MB -> 41.439 MB. [2025-06-27T06:22:58.745Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:23:07.201Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:23:15.630Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:23:22.806Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:23:29.992Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:23:37.506Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:23:44.229Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:23:51.280Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:23:51.280Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (62609.078 ms) ====== [2025-06-27T06:23:51.280Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-06-27T06:23:52.062Z] GC before operation: completed in 355.980 ms, heap usage 525.222 MB -> 40.752 MB. [2025-06-27T06:24:02.124Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:24:07.871Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:24:14.883Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:24:21.979Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:24:29.501Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:24:36.622Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:24:43.620Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:24:50.738Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:24:50.738Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (58957.065 ms) ====== [2025-06-27T06:24:50.738Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-06-27T06:24:50.738Z] GC before operation: completed in 319.462 ms, heap usage 106.219 MB -> 41.444 MB. [2025-06-27T06:25:00.796Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:25:07.837Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:25:14.902Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:25:22.474Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:25:29.554Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:25:36.584Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:25:43.667Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:25:49.480Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:25:49.481Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (58185.277 ms) ====== [2025-06-27T06:25:49.481Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-06-27T06:25:49.481Z] GC before operation: completed in 271.286 ms, heap usage 101.031 MB -> 40.751 MB. [2025-06-27T06:25:57.873Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:26:03.634Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:26:12.592Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:26:19.719Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:26:28.234Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:26:34.068Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:26:42.577Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:26:49.627Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:26:49.627Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (59720.841 ms) ====== [2025-06-27T06:26:49.627Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-06-27T06:26:49.627Z] GC before operation: completed in 338.456 ms, heap usage 82.767 MB -> 39.645 MB. [2025-06-27T06:26:58.087Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-27T06:27:05.626Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-27T06:27:14.052Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-27T06:27:22.578Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-27T06:27:29.678Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-27T06:27:36.750Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-27T06:27:45.186Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-27T06:27:51.388Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-27T06:27:51.388Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (62232.882 ms) ====== [2025-06-27T06:27:53.944Z] ----------------------------------- [2025-06-27T06:27:53.944Z] renaissance-gauss-mix_0_PASSED [2025-06-27T06:27:53.944Z] ----------------------------------- [2025-06-27T06:27:53.944Z] [2025-06-27T06:27:53.944Z] TEST TEARDOWN: [2025-06-27T06:27:53.944Z] Nothing to be done for teardown. [2025-06-27T06:27:53.944Z] renaissance-gauss-mix_0 Finish Time: Fri Jun 27 06:27:53 2025 Epoch Time (ms): 1751005673144