[2025-07-16T00:37:10.802Z] Running test renaissance-gauss-mix_0 ... [2025-07-16T00:37:10.802Z] =============================================== [2025-07-16T00:37:10.802Z] renaissance-gauss-mix_0 Start Time: Wed Jul 16 00:37:10 2025 Epoch Time (ms): 1752626230367 [2025-07-16T00:37:10.802Z] variation: NoOptions [2025-07-16T00:37:10.802Z] JVM_OPTIONS: [2025-07-16T00:37:10.802Z] { \ [2025-07-16T00:37:10.802Z] echo ""; echo "TEST SETUP:"; \ [2025-07-16T00:37:10.802Z] echo "Nothing to be done for setup."; \ [2025-07-16T00:37:10.802Z] mkdir -p "/home/jenkins/workspace/Test_openjdk17_hs_extended.perf_s390x_linux/aqa-tests/TKG/../TKG/output_17526254575662/renaissance-gauss-mix_0"; \ [2025-07-16T00:37:10.802Z] cd "/home/jenkins/workspace/Test_openjdk17_hs_extended.perf_s390x_linux/aqa-tests/TKG/../TKG/output_17526254575662/renaissance-gauss-mix_0"; \ [2025-07-16T00:37:10.802Z] echo ""; echo "TESTING:"; \ [2025-07-16T00:37:10.802Z] "/home/jenkins/workspace/Test_openjdk17_hs_extended.perf_s390x_linux/jdkbinary/j2sdk-image/bin/java" --add-opens java.base/java.lang=ALL-UNNAMED --add-opens java.base/java.util=ALL-UNNAMED --add-opens java.base/java.util.concurrent=ALL-UNNAMED --add-opens java.base/java.nio=ALL-UNNAMED --add-opens java.base/sun.nio.ch=ALL-UNNAMED --add-opens java.base/java.lang.invoke=ALL-UNNAMED -jar "/home/jenkins/workspace/Test_openjdk17_hs_extended.perf_s390x_linux/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/home/jenkins/workspace/Test_openjdk17_hs_extended.perf_s390x_linux/aqa-tests/TKG/../TKG/output_17526254575662/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-07-16T00:37:10.802Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /home/jenkins/workspace/Test_openjdk17_hs_extended.perf_s390x_linux/aqa-tests/TKG/..; rm -f -r "/home/jenkins/workspace/Test_openjdk17_hs_extended.perf_s390x_linux/aqa-tests/TKG/../TKG/output_17526254575662/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-07-16T00:37:10.802Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-07-16T00:37:10.802Z] echo "Nothing to be done for teardown."; \ [2025-07-16T00:37:10.802Z] } 2>&1 | tee -a "/home/jenkins/workspace/Test_openjdk17_hs_extended.perf_s390x_linux/aqa-tests/TKG/../TKG/output_17526254575662/TestTargetResult"; [2025-07-16T00:37:10.802Z] [2025-07-16T00:37:10.802Z] TEST SETUP: [2025-07-16T00:37:10.802Z] Nothing to be done for setup. [2025-07-16T00:37:10.802Z] [2025-07-16T00:37:10.802Z] TESTING: [2025-07-16T00:37:16.067Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 2 (out of 2) threads. [2025-07-16T00:37:16.067Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-07-16T00:37:16.067Z] GC before operation: completed in 46.994 ms, heap usage 59.175 MB -> 29.182 MB. [2025-07-16T00:37:27.084Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:37:34.221Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:37:38.320Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:37:42.390Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:37:46.490Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:37:50.586Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:37:54.729Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:37:57.863Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:37:57.863Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (41906.141 ms) ====== [2025-07-16T00:37:57.863Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-07-16T00:37:57.863Z] GC before operation: completed in 115.130 ms, heap usage 94.578 MB -> 36.807 MB. [2025-07-16T00:38:02.985Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:38:07.099Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:38:11.196Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:38:15.255Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:38:18.779Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:38:21.880Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:38:26.069Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:38:29.222Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:38:29.222Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (31299.348 ms) ====== [2025-07-16T00:38:29.222Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-07-16T00:38:29.222Z] GC before operation: completed in 103.763 ms, heap usage 125.986 MB -> 38.376 MB. [2025-07-16T00:38:34.441Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:38:37.578Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:38:41.691Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:38:44.827Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:38:48.904Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:38:52.028Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:38:55.218Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:38:58.407Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:38:59.090Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (29231.414 ms) ====== [2025-07-16T00:38:59.090Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-07-16T00:38:59.090Z] GC before operation: completed in 90.377 ms, heap usage 170.732 MB -> 39.846 MB. [2025-07-16T00:39:02.242Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:39:06.348Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:39:10.046Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:39:14.144Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:39:17.318Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:39:21.557Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:39:24.758Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:39:28.957Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:39:28.957Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (29490.190 ms) ====== [2025-07-16T00:39:28.957Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-07-16T00:39:28.957Z] GC before operation: completed in 82.230 ms, heap usage 163.730 MB -> 40.733 MB. [2025-07-16T00:39:33.064Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:39:36.216Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:39:40.325Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:39:43.479Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:39:47.575Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:39:50.768Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:39:54.388Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:39:58.548Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:39:58.548Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (29681.835 ms) ====== [2025-07-16T00:39:58.548Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-07-16T00:39:58.548Z] GC before operation: completed in 87.622 ms, heap usage 79.429 MB -> 40.465 MB. [2025-07-16T00:40:01.790Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:40:05.892Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:40:10.075Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:40:13.298Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:40:17.419Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:40:20.597Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:40:23.764Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:40:27.922Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:40:27.922Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (29159.616 ms) ====== [2025-07-16T00:40:27.922Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-07-16T00:40:27.922Z] GC before operation: completed in 82.817 ms, heap usage 191.016 MB -> 40.909 MB. [2025-07-16T00:40:31.076Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:40:34.285Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:40:38.368Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:40:41.168Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:40:45.276Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:40:48.397Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:40:51.529Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:40:55.670Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:40:55.670Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (27715.345 ms) ====== [2025-07-16T00:40:55.670Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-07-16T00:40:55.670Z] GC before operation: completed in 133.788 ms, heap usage 67.405 MB -> 40.672 MB. [2025-07-16T00:40:58.846Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:41:02.987Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:41:06.144Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:41:10.308Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:41:13.434Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:41:16.525Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:41:19.650Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:41:22.761Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:41:22.761Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (27347.751 ms) ====== [2025-07-16T00:41:22.761Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-07-16T00:41:22.761Z] GC before operation: completed in 62.275 ms, heap usage 231.388 MB -> 41.102 MB. [2025-07-16T00:41:26.069Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:41:29.164Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:41:33.205Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:41:36.316Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:41:39.451Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:41:42.540Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:41:45.636Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:41:48.734Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:41:48.734Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (25929.846 ms) ====== [2025-07-16T00:41:48.734Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-07-16T00:41:48.734Z] GC before operation: completed in 65.139 ms, heap usage 263.159 MB -> 40.895 MB. [2025-07-16T00:41:51.858Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:41:55.981Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:41:59.087Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:42:02.203Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:42:05.379Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:42:08.864Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:42:11.967Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:42:15.078Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:42:15.078Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (26293.443 ms) ====== [2025-07-16T00:42:15.078Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-07-16T00:42:15.078Z] GC before operation: completed in 72.793 ms, heap usage 243.647 MB -> 40.702 MB. [2025-07-16T00:42:18.232Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:42:22.322Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:42:25.409Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:42:28.508Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:42:31.603Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:42:34.684Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:42:38.715Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:42:41.805Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:42:41.805Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (26636.284 ms) ====== [2025-07-16T00:42:41.805Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-07-16T00:42:41.805Z] GC before operation: completed in 100.911 ms, heap usage 62.282 MB -> 40.944 MB. [2025-07-16T00:42:44.958Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:42:48.997Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:42:52.114Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:42:55.268Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:42:58.588Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:43:00.794Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:43:03.902Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:43:07.013Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:43:07.013Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (25209.105 ms) ====== [2025-07-16T00:43:07.014Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-07-16T00:43:07.014Z] GC before operation: completed in 56.281 ms, heap usage 229.616 MB -> 40.870 MB. [2025-07-16T00:43:10.147Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:43:13.209Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:43:17.228Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:43:20.303Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:43:22.520Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:43:25.627Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:43:29.189Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:43:32.312Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:43:32.312Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (24880.649 ms) ====== [2025-07-16T00:43:32.312Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-07-16T00:43:32.312Z] GC before operation: completed in 92.349 ms, heap usage 157.014 MB -> 40.584 MB. [2025-07-16T00:43:35.413Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:43:38.620Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:43:42.080Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:43:45.175Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:43:48.276Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:43:51.354Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:43:54.445Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:43:57.565Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:43:57.565Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (25307.670 ms) ====== [2025-07-16T00:43:57.565Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-07-16T00:43:57.565Z] GC before operation: completed in 86.009 ms, heap usage 181.442 MB -> 40.953 MB. [2025-07-16T00:44:00.681Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:44:03.815Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:44:06.939Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:44:11.097Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:44:13.347Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:44:17.437Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:44:19.777Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:44:23.866Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:44:23.866Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (25913.378 ms) ====== [2025-07-16T00:44:23.866Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-07-16T00:44:23.866Z] GC before operation: completed in 57.393 ms, heap usage 71.114 MB -> 40.622 MB. [2025-07-16T00:44:27.033Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:44:30.164Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:44:33.280Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:44:36.417Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:44:39.528Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:44:42.683Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:44:45.791Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:44:49.888Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:44:49.888Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (26021.006 ms) ====== [2025-07-16T00:44:49.888Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-07-16T00:44:49.888Z] GC before operation: completed in 119.416 ms, heap usage 154.355 MB -> 41.019 MB. [2025-07-16T00:44:53.049Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:44:57.172Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:45:00.317Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:45:03.412Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:45:06.561Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:45:10.382Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:45:13.538Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:45:17.691Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:45:17.691Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (27768.805 ms) ====== [2025-07-16T00:45:17.691Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-07-16T00:45:17.691Z] GC before operation: completed in 111.205 ms, heap usage 153.605 MB -> 40.830 MB. [2025-07-16T00:45:20.818Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:45:24.984Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:45:28.086Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:45:32.214Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:45:35.350Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:45:38.494Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:45:41.699Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:45:45.747Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:45:45.747Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (27736.223 ms) ====== [2025-07-16T00:45:45.747Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-07-16T00:45:45.747Z] GC before operation: completed in 68.388 ms, heap usage 123.784 MB -> 40.637 MB. [2025-07-16T00:45:48.850Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:45:51.961Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:45:56.084Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:45:58.804Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:46:01.979Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:46:06.107Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:46:09.367Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:46:12.530Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:46:12.530Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (27094.045 ms) ====== [2025-07-16T00:46:12.530Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-07-16T00:46:12.530Z] GC before operation: completed in 98.864 ms, heap usage 180.963 MB -> 41.003 MB. [2025-07-16T00:46:16.645Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:46:19.755Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:46:22.877Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:46:25.978Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:46:29.053Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:46:32.130Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:46:35.242Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:46:38.336Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:46:38.336Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (25727.687 ms) ====== [2025-07-16T00:46:38.336Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-07-16T00:46:38.336Z] GC before operation: completed in 103.895 ms, heap usage 228.556 MB -> 40.799 MB. [2025-07-16T00:46:41.907Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:46:44.974Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:46:48.060Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:46:51.239Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:46:54.321Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:46:57.417Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:47:00.493Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:47:03.554Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:47:03.554Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (24882.208 ms) ====== [2025-07-16T00:47:03.554Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-07-16T00:47:03.554Z] GC before operation: completed in 88.263 ms, heap usage 212.840 MB -> 40.627 MB. [2025-07-16T00:47:06.615Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:47:09.768Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:47:11.999Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:47:16.045Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:47:19.117Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:47:22.197Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:47:24.480Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:47:27.537Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:47:27.537Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (24269.188 ms) ====== [2025-07-16T00:47:27.537Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-07-16T00:47:27.537Z] GC before operation: completed in 56.630 ms, heap usage 82.276 MB -> 40.810 MB. [2025-07-16T00:47:30.619Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:47:33.682Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:47:36.732Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:47:39.822Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:47:42.974Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:47:46.062Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:47:49.184Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:47:51.422Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:47:51.422Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (24116.966 ms) ====== [2025-07-16T00:47:51.422Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-07-16T00:47:52.107Z] GC before operation: completed in 67.267 ms, heap usage 228.190 MB -> 40.711 MB. [2025-07-16T00:47:55.199Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:47:58.267Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:48:01.364Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:48:04.985Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:48:08.136Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:48:11.225Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:48:14.393Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:48:17.495Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:48:17.495Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (25541.433 ms) ====== [2025-07-16T00:48:17.495Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-07-16T00:48:17.495Z] GC before operation: completed in 72.896 ms, heap usage 187.809 MB -> 41.068 MB. [2025-07-16T00:48:21.590Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:48:24.694Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:48:28.811Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:48:31.947Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:48:35.059Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:48:38.162Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:48:41.308Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:48:44.426Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:48:44.426Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (26990.458 ms) ====== [2025-07-16T00:48:44.426Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-07-16T00:48:44.426Z] GC before operation: completed in 72.017 ms, heap usage 228.879 MB -> 40.911 MB. [2025-07-16T00:48:47.521Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:48:51.730Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:48:54.826Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:48:57.926Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:49:01.000Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:49:04.055Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:49:07.110Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:49:10.181Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:49:10.181Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (25350.308 ms) ====== [2025-07-16T00:49:10.181Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-07-16T00:49:10.181Z] GC before operation: completed in 46.754 ms, heap usage 251.964 MB -> 40.695 MB. [2025-07-16T00:49:13.256Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:49:16.312Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:49:19.477Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:49:21.675Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:49:24.757Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:49:27.827Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:49:30.025Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:49:33.263Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:49:33.263Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (23329.134 ms) ====== [2025-07-16T00:49:33.263Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-07-16T00:49:33.263Z] GC before operation: completed in 51.779 ms, heap usage 188.054 MB -> 40.988 MB. [2025-07-16T00:49:36.320Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:49:38.527Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:49:41.608Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:49:44.680Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:49:46.891Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:49:49.984Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:49:53.042Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:49:56.121Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:49:56.121Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (22756.912 ms) ====== [2025-07-16T00:49:56.121Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-07-16T00:49:56.121Z] GC before operation: completed in 54.983 ms, heap usage 189.485 MB -> 40.801 MB. [2025-07-16T00:49:59.212Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:50:02.296Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:50:05.349Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:50:07.582Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:50:10.724Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:50:13.348Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:50:16.471Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:50:18.673Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:50:18.673Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (22954.299 ms) ====== [2025-07-16T00:50:18.673Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-07-16T00:50:19.350Z] GC before operation: completed in 47.197 ms, heap usage 189.690 MB -> 41.083 MB. [2025-07-16T00:50:22.403Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:50:25.491Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:50:27.714Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:50:30.816Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:50:33.883Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:50:36.971Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:50:39.171Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:50:42.228Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:50:42.228Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (23035.289 ms) ====== [2025-07-16T00:50:42.228Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-07-16T00:50:42.228Z] GC before operation: completed in 44.589 ms, heap usage 161.077 MB -> 40.884 MB. [2025-07-16T00:50:45.301Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:50:48.450Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:50:51.528Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:50:53.721Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:50:56.803Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:50:59.336Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:51:02.424Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:51:05.539Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:51:05.539Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (23383.977 ms) ====== [2025-07-16T00:51:05.539Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-07-16T00:51:05.540Z] GC before operation: completed in 49.603 ms, heap usage 68.918 MB -> 40.676 MB. [2025-07-16T00:51:08.624Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:51:11.743Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:51:14.912Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:51:18.014Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:51:21.096Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:51:23.289Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:51:26.377Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:51:29.464Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:51:29.464Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (23589.300 ms) ====== [2025-07-16T00:51:29.464Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-07-16T00:51:29.464Z] GC before operation: completed in 62.905 ms, heap usage 191.211 MB -> 41.086 MB. [2025-07-16T00:51:32.557Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:51:35.626Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:51:38.694Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:51:41.312Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:51:44.397Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:51:47.479Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:51:50.543Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:51:52.750Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:51:52.750Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (23826.260 ms) ====== [2025-07-16T00:51:52.750Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-07-16T00:51:53.430Z] GC before operation: completed in 72.085 ms, heap usage 202.331 MB -> 40.854 MB. [2025-07-16T00:51:56.500Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:51:58.698Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:52:01.761Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:52:03.962Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:52:07.045Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:52:10.142Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:52:13.206Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:52:15.411Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:52:15.411Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (22371.400 ms) ====== [2025-07-16T00:52:15.411Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-07-16T00:52:15.411Z] GC before operation: completed in 68.169 ms, heap usage 263.776 MB -> 40.710 MB. [2025-07-16T00:52:18.485Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:52:21.576Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:52:24.242Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:52:27.352Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:52:30.420Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:52:32.637Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:52:35.692Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:52:38.819Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:52:38.819Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (22810.040 ms) ====== [2025-07-16T00:52:38.819Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-07-16T00:52:38.819Z] GC before operation: completed in 74.964 ms, heap usage 264.135 MB -> 41.019 MB. [2025-07-16T00:52:41.909Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:52:44.972Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:52:48.046Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:52:51.138Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:52:54.234Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:52:56.470Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:52:59.557Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:53:02.629Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:53:02.629Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (23985.410 ms) ====== [2025-07-16T00:53:02.629Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-07-16T00:53:02.629Z] GC before operation: completed in 60.048 ms, heap usage 155.132 MB -> 40.200 MB. [2025-07-16T00:53:05.718Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:53:08.995Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:53:12.062Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:53:14.269Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:53:17.325Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:53:20.394Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:53:22.613Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:53:25.689Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:53:25.689Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (23524.852 ms) ====== [2025-07-16T00:53:25.689Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-07-16T00:53:26.369Z] GC before operation: completed in 78.972 ms, heap usage 206.766 MB -> 39.035 MB. [2025-07-16T00:53:29.436Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:53:32.525Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:53:35.608Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:53:37.842Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:53:40.920Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:53:44.113Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:53:47.181Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:53:49.927Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:53:49.927Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (23423.429 ms) ====== [2025-07-16T00:53:49.927Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-07-16T00:53:49.927Z] GC before operation: completed in 60.511 ms, heap usage 153.326 MB -> 38.780 MB. [2025-07-16T00:53:53.035Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:53:56.123Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:53:59.220Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:54:02.321Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:54:04.559Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:54:07.627Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:54:10.783Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:54:14.301Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:54:14.301Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (23884.805 ms) ====== [2025-07-16T00:54:14.301Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-07-16T00:54:14.301Z] GC before operation: completed in 51.458 ms, heap usage 65.004 MB -> 38.442 MB. [2025-07-16T00:54:16.523Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-07-16T00:54:19.690Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-07-16T00:54:22.835Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-07-16T00:54:25.129Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-07-16T00:54:28.406Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-07-16T00:54:31.490Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-07-16T00:54:34.170Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-07-16T00:54:36.371Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-07-16T00:54:36.371Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (23197.377 ms) ====== [2025-07-16T00:54:37.053Z] ----------------------------------- [2025-07-16T00:54:37.053Z] renaissance-gauss-mix_0_PASSED [2025-07-16T00:54:37.053Z] ----------------------------------- [2025-07-16T00:54:37.053Z] [2025-07-16T00:54:37.053Z] TEST TEARDOWN: [2025-07-16T00:54:37.053Z] Nothing to be done for teardown. [2025-07-16T00:54:37.053Z] renaissance-gauss-mix_0 Finish Time: Wed Jul 16 00:54:36 2025 Epoch Time (ms): 1752627276579