renaissance-gauss-mix_0

[2026-01-10T12:58:24.757Z] Running test renaissance-gauss-mix_0 ... [2026-01-10T12:58:24.757Z] =============================================== [2026-01-10T12:58:24.757Z] renaissance-gauss-mix_0 Start Time: Sat Jan 10 07:58:24 2026 Epoch Time (ms): 1768049904539 [2026-01-10T12:58:24.757Z] variation: NoOptions [2026-01-10T12:58:25.192Z] JVM_OPTIONS: [2026-01-10T12:58:25.192Z] { \ [2026-01-10T12:58:25.192Z] echo ""; echo "TEST SETUP:"; \ [2026-01-10T12:58:25.192Z] echo "Nothing to be done for setup."; \ [2026-01-10T12:58:25.192Z] mkdir -p "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/../TKG/output_17680499023788/renaissance-gauss-mix_0"; \ [2026-01-10T12:58:25.192Z] cd "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/../TKG/output_17680499023788/renaissance-gauss-mix_0"; \ [2026-01-10T12:58:25.192Z] echo ""; echo "TESTING:"; \ [2026-01-10T12:58:25.192Z] "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_0/jdkbinary/j2sdk-image/Contents/Home/bin/..//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 "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/../TKG/output_17680499023788/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2026-01-10T12:58:25.192Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/..; rm -f -r "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/../TKG/output_17680499023788/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2026-01-10T12:58:25.193Z] echo ""; echo "TEST TEARDOWN:"; \ [2026-01-10T12:58:25.193Z] echo "Nothing to be done for teardown."; \ [2026-01-10T12:58:25.193Z] } 2>&1 | tee -a "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_0/aqa-tests/TKG/../TKG/output_17680499023788/TestTargetResult"; [2026-01-10T12:58:25.193Z] [2026-01-10T12:58:25.193Z] TEST SETUP: [2026-01-10T12:58:25.193Z] Nothing to be done for setup. [2026-01-10T12:58:25.193Z] [2026-01-10T12:58:25.193Z] TESTING: [2026-01-10T12:59:01.910Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 4) threads. [2026-01-10T12:59:01.910Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2026-01-10T12:59:01.910Z] GC before operation: completed in 698.858 ms, heap usage 33.202 MB -> 28.028 MB. [2026-01-10T12:59:32.979Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T12:59:40.963Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T12:59:49.038Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T12:59:57.173Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:00:03.595Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:00:08.813Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:00:16.624Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:00:23.417Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:00:23.417Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (82782.839 ms) ====== [2026-01-10T13:00:23.417Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2026-01-10T13:00:23.417Z] GC before operation: completed in 250.328 ms, heap usage 64.369 MB -> 36.385 MB. [2026-01-10T13:00:31.046Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:00:34.948Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:00:41.402Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:00:46.896Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:00:54.609Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:00:59.545Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:01:04.574Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:01:08.541Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:01:08.541Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (45424.815 ms) ====== [2026-01-10T13:01:08.541Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2026-01-10T13:01:08.977Z] GC before operation: completed in 266.224 ms, heap usage 427.702 MB -> 37.990 MB. [2026-01-10T13:01:16.703Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:01:24.094Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:01:28.051Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:01:33.176Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:01:37.865Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:01:41.774Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:01:48.355Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:01:53.207Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:01:53.207Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (43710.973 ms) ====== [2026-01-10T13:01:53.207Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2026-01-10T13:01:53.207Z] GC before operation: completed in 276.471 ms, heap usage 714.068 MB -> 39.937 MB. [2026-01-10T13:02:00.722Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:02:06.941Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:02:14.748Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:02:20.128Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:02:25.338Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:02:30.176Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:02:35.335Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:02:40.767Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:02:40.767Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (47223.826 ms) ====== [2026-01-10T13:02:40.767Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2026-01-10T13:02:40.767Z] GC before operation: completed in 292.645 ms, heap usage 848.099 MB -> 40.910 MB. [2026-01-10T13:02:46.692Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:02:53.051Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:02:59.258Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:03:05.347Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:03:11.210Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:03:14.536Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:03:20.622Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:03:24.407Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:03:24.407Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (43812.036 ms) ====== [2026-01-10T13:03:24.407Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2026-01-10T13:03:24.407Z] GC before operation: completed in 226.553 ms, heap usage 505.060 MB -> 40.511 MB. [2026-01-10T13:03:32.283Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:03:38.688Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:03:45.104Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:03:48.927Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:03:56.249Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:04:01.292Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:04:07.427Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:04:12.396Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:04:12.396Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (47157.862 ms) ====== [2026-01-10T13:04:12.396Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2026-01-10T13:04:12.396Z] GC before operation: completed in 193.751 ms, heap usage 701.809 MB -> 41.017 MB. [2026-01-10T13:04:18.704Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:04:24.727Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:04:30.813Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:04:35.135Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:04:40.114Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:04:44.033Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:04:48.843Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:04:52.997Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:04:52.997Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (40889.327 ms) ====== [2026-01-10T13:04:52.997Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2026-01-10T13:04:53.487Z] GC before operation: completed in 395.657 ms, heap usage 850.054 MB -> 40.838 MB. [2026-01-10T13:04:59.952Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:05:04.779Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:05:08.728Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:05:13.810Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:05:21.419Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:05:24.504Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:05:28.511Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:05:33.587Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:05:34.084Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (40600.506 ms) ====== [2026-01-10T13:05:34.084Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2026-01-10T13:05:34.084Z] GC before operation: completed in 191.335 ms, heap usage 329.003 MB -> 40.956 MB. [2026-01-10T13:05:39.013Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:05:44.082Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:05:51.619Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:05:56.721Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:06:01.730Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:06:05.772Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:06:10.603Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:06:14.467Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:06:14.467Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (40640.032 ms) ====== [2026-01-10T13:06:14.467Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2026-01-10T13:06:15.078Z] GC before operation: completed in 229.722 ms, heap usage 350.997 MB -> 40.732 MB. [2026-01-10T13:06:31.166Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:06:33.435Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:06:36.368Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:06:42.565Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:06:48.004Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:06:51.041Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:06:55.079Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:07:00.099Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:07:00.099Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (44943.057 ms) ====== [2026-01-10T13:07:00.099Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2026-01-10T13:07:00.099Z] GC before operation: completed in 204.221 ms, heap usage 684.454 MB -> 40.721 MB. [2026-01-10T13:07:05.190Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:07:11.241Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:07:14.373Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:07:19.318Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:07:24.216Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:07:29.345Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:07:32.766Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:07:39.881Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:07:39.881Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (39150.921 ms) ====== [2026-01-10T13:07:39.881Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2026-01-10T13:07:39.881Z] GC before operation: completed in 143.717 ms, heap usage 617.082 MB -> 41.054 MB. [2026-01-10T13:07:46.074Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:07:51.136Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:07:54.237Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:07:59.336Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:08:03.290Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:08:10.581Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:08:14.562Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:08:17.538Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:08:18.087Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (38453.175 ms) ====== [2026-01-10T13:08:18.087Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2026-01-10T13:08:18.087Z] GC before operation: completed in 243.414 ms, heap usage 459.751 MB -> 40.748 MB. [2026-01-10T13:08:24.542Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:08:32.019Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:08:35.196Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:08:41.210Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:08:46.150Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:08:50.044Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:08:53.947Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:08:58.138Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:08:58.661Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (40387.284 ms) ====== [2026-01-10T13:08:58.661Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2026-01-10T13:08:59.226Z] GC before operation: completed in 679.110 ms, heap usage 200.121 MB -> 40.400 MB. [2026-01-10T13:09:05.690Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:09:11.985Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:09:17.175Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:09:21.347Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:09:25.195Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:09:30.310Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:09:34.999Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:09:38.835Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:09:38.835Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (39444.603 ms) ====== [2026-01-10T13:09:38.835Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2026-01-10T13:09:38.835Z] GC before operation: completed in 243.304 ms, heap usage 398.552 MB -> 40.863 MB. [2026-01-10T13:09:44.668Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:09:49.423Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:09:57.339Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:10:00.567Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:10:04.802Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:10:09.423Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:10:14.276Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:10:19.084Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:10:19.084Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (40258.767 ms) ====== [2026-01-10T13:10:19.084Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2026-01-10T13:10:20.125Z] GC before operation: completed in 848.349 ms, heap usage 358.705 MB -> 40.594 MB. [2026-01-10T13:10:27.475Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:10:30.563Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:10:36.498Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:10:39.521Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:10:43.507Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:10:47.446Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:10:52.129Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:10:54.933Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:10:55.477Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (35423.145 ms) ====== [2026-01-10T13:10:55.477Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2026-01-10T13:10:56.042Z] GC before operation: completed in 769.752 ms, heap usage 636.640 MB -> 41.112 MB. [2026-01-10T13:11:03.570Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:11:08.749Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:11:13.082Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:11:19.167Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:11:23.268Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:11:27.213Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:11:31.092Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:11:36.136Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:11:36.136Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (40174.633 ms) ====== [2026-01-10T13:11:36.136Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2026-01-10T13:11:36.567Z] GC before operation: completed in 134.282 ms, heap usage 842.332 MB -> 40.993 MB. [2026-01-10T13:11:43.125Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:11:49.088Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:11:53.286Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:11:57.325Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:12:01.545Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:12:06.521Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:12:10.302Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:12:16.281Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:12:16.281Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (39403.979 ms) ====== [2026-01-10T13:12:16.281Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2026-01-10T13:12:16.281Z] GC before operation: completed in 235.554 ms, heap usage 892.024 MB -> 40.802 MB. [2026-01-10T13:12:22.557Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:12:27.383Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:12:32.652Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:12:36.511Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:12:41.521Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:12:45.285Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:12:48.295Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:12:52.106Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:12:52.106Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (35810.767 ms) ====== [2026-01-10T13:12:52.106Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2026-01-10T13:12:52.615Z] GC before operation: completed in 523.557 ms, heap usage 68.874 MB -> 40.895 MB. [2026-01-10T13:13:00.027Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:13:05.307Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:13:10.293Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:13:15.463Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:13:19.371Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:13:24.449Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:13:28.516Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:13:34.615Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:13:34.615Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (41354.521 ms) ====== [2026-01-10T13:13:34.615Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2026-01-10T13:13:34.615Z] GC before operation: completed in 250.798 ms, heap usage 68.927 MB -> 40.947 MB. [2026-01-10T13:13:41.104Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:13:46.097Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:13:54.055Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:14:01.910Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:14:04.813Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:14:08.843Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:14:14.081Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:14:17.856Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:14:17.856Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (43802.222 ms) ====== [2026-01-10T13:14:17.856Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2026-01-10T13:14:18.320Z] GC before operation: completed in 240.382 ms, heap usage 610.054 MB -> 40.591 MB. [2026-01-10T13:14:24.181Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:14:29.283Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:14:34.360Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:14:38.307Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:14:42.404Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:14:46.187Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:14:52.084Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:14:55.827Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:14:55.828Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (37744.858 ms) ====== [2026-01-10T13:14:55.828Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2026-01-10T13:14:56.237Z] GC before operation: completed in 372.976 ms, heap usage 718.740 MB -> 40.987 MB. [2026-01-10T13:15:00.939Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:15:06.169Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:15:10.036Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:15:16.282Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:15:20.072Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:15:23.849Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:15:28.765Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:15:33.839Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:15:33.839Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (37445.129 ms) ====== [2026-01-10T13:15:33.839Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2026-01-10T13:15:33.839Z] GC before operation: completed in 161.525 ms, heap usage 68.915 MB -> 40.746 MB. [2026-01-10T13:15:41.476Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:15:46.253Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:15:50.311Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:15:54.223Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:15:58.276Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:16:03.367Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:16:08.325Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:16:12.144Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:16:12.144Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (38374.322 ms) ====== [2026-01-10T13:16:12.144Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2026-01-10T13:16:12.572Z] GC before operation: completed in 262.376 ms, heap usage 238.734 MB -> 40.924 MB. [2026-01-10T13:16:20.217Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:16:25.402Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:16:28.361Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:16:33.593Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:16:37.463Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:16:42.453Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:16:46.441Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:16:52.710Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:16:52.710Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (39623.810 ms) ====== [2026-01-10T13:16:52.710Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2026-01-10T13:16:52.710Z] GC before operation: completed in 276.461 ms, heap usage 852.644 MB -> 40.986 MB. [2026-01-10T13:16:57.776Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:17:03.760Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:17:08.761Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:17:12.676Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:17:17.111Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:17:22.049Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:17:28.289Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:17:31.433Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:17:31.880Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (39331.736 ms) ====== [2026-01-10T13:17:31.880Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2026-01-10T13:17:31.880Z] GC before operation: completed in 206.925 ms, heap usage 750.920 MB -> 40.750 MB. [2026-01-10T13:17:37.941Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:17:43.149Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:17:47.146Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:17:51.814Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:17:56.832Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:18:01.630Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:18:06.719Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:18:11.797Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:18:11.797Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (39881.620 ms) ====== [2026-01-10T13:18:11.797Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2026-01-10T13:18:12.461Z] GC before operation: completed in 256.549 ms, heap usage 550.589 MB -> 40.993 MB. [2026-01-10T13:18:17.262Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:18:22.296Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:18:28.204Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:18:33.159Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:18:37.260Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:18:43.318Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:18:47.333Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:18:52.238Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:18:52.238Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (39800.726 ms) ====== [2026-01-10T13:18:52.238Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2026-01-10T13:18:52.238Z] GC before operation: completed in 236.030 ms, heap usage 662.186 MB -> 40.796 MB. [2026-01-10T13:18:58.201Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:19:00.528Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:19:06.711Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:19:09.897Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:19:15.907Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:19:20.944Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:19:25.100Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:19:29.824Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:19:29.824Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (37125.481 ms) ====== [2026-01-10T13:19:29.824Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2026-01-10T13:19:29.824Z] GC before operation: completed in 228.032 ms, heap usage 75.504 MB -> 41.053 MB. [2026-01-10T13:19:34.840Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:19:39.044Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:19:45.004Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:19:48.017Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:19:51.828Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:19:56.522Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:19:59.780Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:20:04.828Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:20:04.828Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (35236.534 ms) ====== [2026-01-10T13:20:04.828Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2026-01-10T13:20:04.828Z] GC before operation: completed in 235.232 ms, heap usage 819.423 MB -> 41.039 MB. [2026-01-10T13:20:10.813Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:20:17.272Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:20:22.188Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:20:28.133Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:20:31.252Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:20:36.440Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:20:40.309Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:20:43.916Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:20:43.916Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (38959.586 ms) ====== [2026-01-10T13:20:43.916Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2026-01-10T13:20:43.916Z] GC before operation: completed in 225.434 ms, heap usage 241.762 MB -> 40.511 MB. [2026-01-10T13:20:48.977Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:20:52.723Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:20:59.316Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:21:02.422Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:21:06.449Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:21:10.284Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:21:14.112Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:21:17.952Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:21:17.952Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (33690.586 ms) ====== [2026-01-10T13:21:17.952Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2026-01-10T13:21:17.952Z] GC before operation: completed in 185.612 ms, heap usage 575.993 MB -> 41.043 MB. [2026-01-10T13:21:23.713Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:21:28.380Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:21:30.459Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:21:35.853Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:21:39.875Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:21:44.663Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:21:48.760Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:21:53.574Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:21:53.574Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (35356.367 ms) ====== [2026-01-10T13:21:53.574Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2026-01-10T13:21:53.574Z] GC before operation: completed in 199.211 ms, heap usage 125.007 MB -> 40.691 MB. [2026-01-10T13:21:58.372Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:22:03.216Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:22:10.903Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:22:14.943Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:22:18.878Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:22:22.838Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:22:27.687Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:22:32.724Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:22:32.724Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (38799.614 ms) ====== [2026-01-10T13:22:32.724Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2026-01-10T13:22:32.724Z] GC before operation: completed in 189.662 ms, heap usage 549.029 MB -> 40.597 MB. [2026-01-10T13:22:39.998Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:22:44.182Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:22:49.087Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:22:52.987Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:22:57.928Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:23:00.966Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:23:04.877Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:23:11.210Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:23:11.210Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (38137.857 ms) ====== [2026-01-10T13:23:11.210Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2026-01-10T13:23:11.210Z] GC before operation: completed in 192.838 ms, heap usage 1.177 GB -> 41.290 MB. [2026-01-10T13:23:18.664Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:23:22.803Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:23:27.468Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:23:31.490Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:23:37.099Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:23:41.185Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:23:45.063Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:23:49.939Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:23:49.939Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (38479.312 ms) ====== [2026-01-10T13:23:49.939Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2026-01-10T13:23:49.939Z] GC before operation: completed in 238.890 ms, heap usage 270.332 MB -> 40.589 MB. [2026-01-10T13:23:56.032Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:23:59.990Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:24:04.764Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:24:08.590Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:24:13.450Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:24:16.619Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:24:20.771Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:24:25.563Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:24:25.563Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (35620.157 ms) ====== [2026-01-10T13:24:25.563Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2026-01-10T13:24:25.563Z] GC before operation: completed in 255.387 ms, heap usage 970.139 MB -> 41.319 MB. [2026-01-10T13:24:31.908Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:24:36.917Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:24:40.134Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:24:45.081Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:24:49.117Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:24:54.084Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:24:59.215Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:25:03.426Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:25:03.426Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (38111.734 ms) ====== [2026-01-10T13:25:03.426Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2026-01-10T13:25:03.913Z] GC before operation: completed in 276.140 ms, heap usage 276.556 MB -> 40.721 MB. [2026-01-10T13:25:13.250Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:25:16.329Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:25:20.507Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:25:24.559Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:25:29.785Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:25:33.682Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:25:37.614Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:25:42.466Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:25:42.466Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (38510.826 ms) ====== [2026-01-10T13:25:42.466Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2026-01-10T13:25:43.004Z] GC before operation: completed in 761.387 ms, heap usage 794.026 MB -> 40.763 MB. [2026-01-10T13:25:50.206Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2026-01-10T13:25:54.135Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2026-01-10T13:25:59.966Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2026-01-10T13:26:03.075Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2026-01-10T13:26:08.151Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2026-01-10T13:26:13.186Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2026-01-10T13:26:16.253Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2026-01-10T13:26:20.258Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2026-01-10T13:26:20.258Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (37018.250 ms) ====== [2026-01-10T13:26:22.191Z] ----------------------------------- [2026-01-10T13:26:22.191Z] renaissance-gauss-mix_0_PASSED [2026-01-10T13:26:22.191Z] ----------------------------------- [2026-01-10T13:26:22.191Z] [2026-01-10T13:26:22.191Z] TEST TEARDOWN: [2026-01-10T13:26:22.191Z] Nothing to be done for teardown. [2026-01-10T13:26:22.607Z] renaissance-gauss-mix_0 Finish Time: Sat Jan 10 08:26:22 2026 Epoch Time (ms): 1768051582137