renaissance-gauss-mix_0

[2025-08-28T11:36:48.808Z] Running test renaissance-gauss-mix_0 ... [2025-08-28T11:36:48.808Z] =============================================== [2025-08-28T11:36:48.808Z] renaissance-gauss-mix_0 Start Time: Thu Aug 28 04:36:44 2025 Epoch Time (ms): 1756381004572 [2025-08-28T11:36:48.808Z] variation: NoOptions [2025-08-28T11:36:48.808Z] JVM_OPTIONS: [2025-08-28T11:36:48.808Z] { \ [2025-08-28T11:36:48.808Z] echo ""; echo "TEST SETUP:"; \ [2025-08-28T11:36:48.808Z] echo "Nothing to be done for setup."; \ [2025-08-28T11:36:48.808Z] mkdir -p "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17563798899561/renaissance-gauss-mix_0"; \ [2025-08-28T11:36:48.808Z] cd "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17563798899561/renaissance-gauss-mix_0"; \ [2025-08-28T11:36:48.808Z] echo ""; echo "TESTING:"; \ [2025-08-28T11:36:48.808Z] "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/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_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17563798899561/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-08-28T11:36:48.808Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/..; rm -f -r "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17563798899561/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-08-28T11:36:48.808Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-08-28T11:36:48.808Z] echo "Nothing to be done for teardown."; \ [2025-08-28T11:36:48.808Z] } 2>&1 | tee -a "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17563798899561/TestTargetResult"; [2025-08-28T11:36:48.808Z] [2025-08-28T11:36:48.808Z] TEST SETUP: [2025-08-28T11:36:48.808Z] Nothing to be done for setup. [2025-08-28T11:36:48.808Z] [2025-08-28T11:36:48.808Z] TESTING: [2025-08-28T11:37:03.430Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 3 (out of 3) threads. [2025-08-28T11:37:03.430Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-08-28T11:37:03.430Z] GC before operation: completed in 163.838 ms, heap usage 95.810 MB -> 28.751 MB. [2025-08-28T11:37:33.753Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:37:40.213Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:37:49.133Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:37:58.224Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:38:05.524Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:38:14.264Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:38:23.716Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:38:30.910Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:38:30.910Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (87033.315 ms) ====== [2025-08-28T11:38:30.910Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-08-28T11:38:30.910Z] GC before operation: completed in 312.290 ms, heap usage 530.982 MB -> 36.658 MB. [2025-08-28T11:38:43.578Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:38:50.929Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:38:59.526Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:39:07.136Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:39:14.455Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:39:23.411Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:39:31.019Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:39:39.875Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:39:39.875Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (68650.045 ms) ====== [2025-08-28T11:39:39.875Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-08-28T11:39:39.875Z] GC before operation: completed in 386.957 ms, heap usage 592.868 MB -> 38.237 MB. [2025-08-28T11:39:52.592Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:40:00.316Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:40:07.925Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:40:16.828Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:40:24.827Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:40:35.600Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:40:44.536Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:40:55.695Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:40:55.696Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (75337.217 ms) ====== [2025-08-28T11:40:55.696Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-08-28T11:40:55.696Z] GC before operation: completed in 418.384 ms, heap usage 420.271 MB -> 39.734 MB. [2025-08-28T11:41:11.784Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:41:20.949Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:41:29.911Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:41:40.903Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:41:50.270Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:42:00.988Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:42:10.233Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:42:19.526Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:42:19.526Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (83063.856 ms) ====== [2025-08-28T11:42:19.526Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-08-28T11:42:19.526Z] GC before operation: completed in 355.601 ms, heap usage 339.614 MB -> 40.664 MB. [2025-08-28T11:42:32.255Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:42:43.196Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:42:50.874Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:43:01.563Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:43:10.718Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:43:19.876Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:43:28.739Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:43:36.594Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:43:36.594Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (78160.417 ms) ====== [2025-08-28T11:43:36.594Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-08-28T11:43:37.206Z] GC before operation: completed in 277.206 ms, heap usage 122.014 MB -> 40.422 MB. [2025-08-28T11:43:52.748Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:44:02.310Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:44:11.613Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:44:22.647Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:44:30.486Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:44:39.364Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:44:50.310Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:44:59.136Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:44:59.136Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (81226.101 ms) ====== [2025-08-28T11:44:59.136Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-08-28T11:44:59.136Z] GC before operation: completed in 264.731 ms, heap usage 337.538 MB -> 40.816 MB. [2025-08-28T11:45:11.992Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:45:21.780Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:45:32.686Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:45:43.849Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:45:52.854Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:46:01.910Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:46:11.102Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:46:20.703Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:46:20.703Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (81097.822 ms) ====== [2025-08-28T11:46:20.703Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-08-28T11:46:20.703Z] GC before operation: completed in 353.283 ms, heap usage 804.499 MB -> 40.678 MB. [2025-08-28T11:46:35.855Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:46:43.818Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:46:54.467Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:47:02.272Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:47:11.483Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:47:20.526Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:47:28.528Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:47:37.622Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:47:37.622Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (76822.815 ms) ====== [2025-08-28T11:47:37.622Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-08-28T11:47:37.622Z] GC before operation: completed in 319.352 ms, heap usage 309.029 MB -> 40.960 MB. [2025-08-28T11:47:50.735Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:48:01.379Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:48:10.701Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:48:19.957Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:48:29.054Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:48:37.839Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:48:46.827Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:48:56.128Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:48:56.128Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (77834.323 ms) ====== [2025-08-28T11:48:56.128Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-08-28T11:48:56.128Z] GC before operation: completed in 380.614 ms, heap usage 534.677 MB -> 40.796 MB. [2025-08-28T11:49:08.881Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:49:17.534Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:49:28.530Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:49:38.068Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:49:47.209Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:49:55.134Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:50:04.494Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:50:12.131Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:50:12.131Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (76938.609 ms) ====== [2025-08-28T11:50:12.131Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-08-28T11:50:13.050Z] GC before operation: completed in 418.496 ms, heap usage 292.149 MB -> 40.552 MB. [2025-08-28T11:50:25.902Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:50:34.811Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:50:44.312Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:50:55.292Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:51:06.142Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:51:13.945Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:51:24.830Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:51:33.947Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:51:33.947Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (81239.753 ms) ====== [2025-08-28T11:51:33.947Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-08-28T11:51:34.355Z] GC before operation: completed in 424.204 ms, heap usage 560.136 MB -> 40.944 MB. [2025-08-28T11:51:47.048Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:51:58.012Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:52:09.003Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:52:18.242Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:52:27.145Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:52:36.159Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:52:46.968Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:52:54.145Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:52:54.604Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (79959.757 ms) ====== [2025-08-28T11:52:54.604Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-08-28T11:52:54.604Z] GC before operation: completed in 254.265 ms, heap usage 433.615 MB -> 40.754 MB. [2025-08-28T11:53:10.105Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:53:20.965Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:53:28.624Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:53:39.259Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:53:48.064Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:53:57.314Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:54:06.503Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:54:15.698Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:54:15.698Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (81084.117 ms) ====== [2025-08-28T11:54:15.698Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-08-28T11:54:16.227Z] GC before operation: completed in 330.269 ms, heap usage 867.949 MB -> 40.559 MB. [2025-08-28T11:54:31.808Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:54:39.052Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:54:49.882Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:54:58.811Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:55:07.729Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:55:18.562Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:55:26.087Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:55:35.350Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:55:35.350Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (79380.990 ms) ====== [2025-08-28T11:55:35.350Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-08-28T11:55:35.768Z] GC before operation: completed in 270.004 ms, heap usage 280.530 MB -> 40.863 MB. [2025-08-28T11:55:51.193Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:55:59.021Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:56:08.092Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:56:18.937Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:56:26.407Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:56:35.231Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:56:42.820Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:56:52.042Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:56:52.042Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (75308.397 ms) ====== [2025-08-28T11:56:52.042Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-08-28T11:56:52.042Z] GC before operation: completed in 294.179 ms, heap usage 837.851 MB -> 40.692 MB. [2025-08-28T11:57:04.701Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:57:13.727Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:57:22.486Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:57:29.828Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:57:37.520Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:57:44.909Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:57:52.501Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:57:59.875Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:57:59.875Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (68435.054 ms) ====== [2025-08-28T11:57:59.875Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-08-28T11:57:59.875Z] GC before operation: completed in 293.600 ms, heap usage 175.986 MB -> 40.961 MB. [2025-08-28T11:58:13.055Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:58:20.790Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:58:30.216Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:58:37.674Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:58:46.558Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T11:58:53.907Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T11:59:01.793Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T11:59:10.616Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T11:59:10.616Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (69735.445 ms) ====== [2025-08-28T11:59:10.616Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-08-28T11:59:10.616Z] GC before operation: completed in 346.700 ms, heap usage 659.697 MB -> 40.844 MB. [2025-08-28T11:59:21.449Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T11:59:31.895Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T11:59:40.835Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T11:59:50.138Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T11:59:59.235Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:00:08.840Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:00:17.634Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:00:25.253Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:00:25.253Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (75031.127 ms) ====== [2025-08-28T12:00:25.253Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-08-28T12:00:25.737Z] GC before operation: completed in 447.686 ms, heap usage 585.814 MB -> 40.580 MB. [2025-08-28T12:00:41.246Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:00:50.102Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:00:59.397Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:01:10.085Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:01:17.504Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:01:28.174Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:01:35.519Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:01:44.728Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:01:44.728Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (78904.445 ms) ====== [2025-08-28T12:01:44.728Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-08-28T12:01:44.728Z] GC before operation: completed in 407.340 ms, heap usage 630.509 MB -> 40.966 MB. [2025-08-28T12:02:00.163Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:02:09.205Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:02:18.318Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:02:27.796Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:02:36.554Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:02:45.793Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:02:54.687Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:03:03.563Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:03:03.563Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (78586.177 ms) ====== [2025-08-28T12:03:03.563Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-08-28T12:03:04.057Z] GC before operation: completed in 445.016 ms, heap usage 672.625 MB -> 41.195 MB. [2025-08-28T12:03:19.559Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:03:27.255Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:03:38.770Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:03:46.349Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:03:56.980Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:04:04.604Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:04:13.728Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:04:22.818Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:04:22.818Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (78361.286 ms) ====== [2025-08-28T12:04:22.818Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-08-28T12:04:22.818Z] GC before operation: completed in 244.780 ms, heap usage 562.064 MB -> 40.505 MB. [2025-08-28T12:04:33.787Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:04:44.811Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:04:53.957Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:05:03.294Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:05:12.543Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:05:22.026Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:05:31.216Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:05:40.173Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:05:40.173Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (76636.042 ms) ====== [2025-08-28T12:05:40.173Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-08-28T12:05:40.173Z] GC before operation: completed in 822.555 ms, heap usage 728.696 MB -> 40.887 MB. [2025-08-28T12:05:55.960Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:06:09.105Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:06:15.296Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:06:24.433Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:06:32.057Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:06:41.232Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:06:48.914Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:06:57.985Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:06:57.985Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (77485.898 ms) ====== [2025-08-28T12:06:57.985Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-08-28T12:06:57.985Z] GC before operation: completed in 239.613 ms, heap usage 571.342 MB -> 40.638 MB. [2025-08-28T12:07:13.565Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:07:20.055Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:07:29.319Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:07:37.067Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:07:44.627Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:07:53.593Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:08:00.747Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:08:07.155Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:08:07.573Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (69619.604 ms) ====== [2025-08-28T12:08:07.573Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-08-28T12:08:08.220Z] GC before operation: completed in 372.935 ms, heap usage 354.315 MB -> 40.987 MB. [2025-08-28T12:08:20.983Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:08:26.861Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:08:35.450Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:08:42.792Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:08:51.793Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:09:00.559Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:09:06.505Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:09:13.824Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:09:13.824Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (66053.331 ms) ====== [2025-08-28T12:09:13.824Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-08-28T12:09:14.230Z] GC before operation: completed in 231.332 ms, heap usage 540.606 MB -> 40.783 MB. [2025-08-28T12:09:24.681Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:09:35.429Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:09:44.245Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:09:50.241Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:09:59.231Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:10:05.266Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:10:14.244Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:10:21.750Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:10:21.750Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (66698.922 ms) ====== [2025-08-28T12:10:21.750Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-08-28T12:10:21.750Z] GC before operation: completed in 334.270 ms, heap usage 271.865 MB -> 40.531 MB. [2025-08-28T12:10:32.880Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:10:40.618Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:10:49.853Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:10:59.076Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:11:06.557Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:11:15.386Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:11:24.571Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:11:33.452Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:11:33.452Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (71266.102 ms) ====== [2025-08-28T12:11:33.452Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-08-28T12:11:33.452Z] GC before operation: completed in 279.891 ms, heap usage 220.301 MB -> 40.879 MB. [2025-08-28T12:11:46.784Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:11:55.591Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:12:04.658Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:12:13.737Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:12:22.638Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:12:31.673Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:12:40.645Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:12:49.334Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:12:49.334Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (76205.474 ms) ====== [2025-08-28T12:12:49.334Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-08-28T12:12:49.334Z] GC before operation: completed in 327.594 ms, heap usage 531.874 MB -> 40.718 MB. [2025-08-28T12:13:01.910Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:13:09.210Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:13:16.622Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:13:23.856Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:13:31.215Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:13:40.125Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:13:49.088Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:13:56.992Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:13:56.992Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (67294.592 ms) ====== [2025-08-28T12:13:56.992Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-08-28T12:13:56.992Z] GC before operation: completed in 353.835 ms, heap usage 310.622 MB -> 41.007 MB. [2025-08-28T12:14:10.908Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:14:22.389Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:14:28.640Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:14:37.511Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:14:44.658Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:14:50.608Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:14:59.417Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:15:06.805Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:15:06.805Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (69749.392 ms) ====== [2025-08-28T12:15:06.805Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-08-28T12:15:07.325Z] GC before operation: completed in 350.694 ms, heap usage 606.463 MB -> 40.849 MB. [2025-08-28T12:15:20.345Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:15:29.322Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:15:36.673Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:15:47.529Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:15:55.411Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:16:04.301Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:16:11.966Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:16:22.804Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:16:22.804Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (74426.629 ms) ====== [2025-08-28T12:16:22.804Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-08-28T12:16:22.804Z] GC before operation: completed in 261.403 ms, heap usage 907.553 MB -> 40.694 MB. [2025-08-28T12:16:31.781Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:16:40.625Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:16:49.383Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:16:58.032Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:17:05.724Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:17:13.205Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:17:20.976Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:17:28.807Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:17:28.807Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (66462.804 ms) ====== [2025-08-28T12:17:28.807Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-08-28T12:17:28.807Z] GC before operation: completed in 245.011 ms, heap usage 174.545 MB -> 40.934 MB. [2025-08-28T12:17:39.778Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:17:50.342Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:17:57.582Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:18:06.837Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:18:12.878Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:18:18.782Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:18:24.348Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:18:31.621Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:18:31.621Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (62927.322 ms) ====== [2025-08-28T12:18:31.621Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-08-28T12:18:31.621Z] GC before operation: completed in 252.052 ms, heap usage 466.026 MB -> 40.761 MB. [2025-08-28T12:18:41.920Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:18:50.696Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:18:57.852Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:19:05.255Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:19:11.207Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:19:18.387Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:19:25.863Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:19:34.700Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:19:34.700Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (62172.067 ms) ====== [2025-08-28T12:19:34.700Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-08-28T12:19:34.700Z] GC before operation: completed in 291.569 ms, heap usage 646.699 MB -> 40.585 MB. [2025-08-28T12:19:47.392Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:19:56.497Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:20:04.080Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:20:13.564Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:20:22.550Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:20:28.854Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:20:36.037Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:20:44.813Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:20:44.813Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (70548.753 ms) ====== [2025-08-28T12:20:44.813Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-08-28T12:20:44.813Z] GC before operation: completed in 378.833 ms, heap usage 824.322 MB -> 40.940 MB. [2025-08-28T12:20:57.232Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:21:05.071Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:21:14.218Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:21:21.923Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:21:29.608Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:21:38.727Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:21:45.274Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:21:54.250Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:21:54.251Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (68762.657 ms) ====== [2025-08-28T12:21:54.251Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-08-28T12:21:54.251Z] GC before operation: completed in 406.379 ms, heap usage 789.666 MB -> 40.723 MB. [2025-08-28T12:22:06.761Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:22:14.178Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:22:23.134Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:22:30.882Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:22:40.069Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:22:47.715Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:22:55.025Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:23:00.891Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:23:01.424Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (66992.767 ms) ====== [2025-08-28T12:23:01.424Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-08-28T12:23:01.424Z] GC before operation: completed in 469.299 ms, heap usage 130.330 MB -> 40.963 MB. [2025-08-28T12:23:14.243Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:23:21.917Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:23:30.612Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:23:39.732Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:23:48.643Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:23:57.845Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:24:06.893Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:24:14.135Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:24:14.135Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (72526.377 ms) ====== [2025-08-28T12:24:14.135Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-08-28T12:24:14.614Z] GC before operation: completed in 342.677 ms, heap usage 308.028 MB -> 40.785 MB. [2025-08-28T12:24:27.905Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:24:37.192Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:24:46.394Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:24:55.378Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:25:03.984Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:25:13.321Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:25:22.383Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:25:31.999Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:25:31.999Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (77549.960 ms) ====== [2025-08-28T12:25:31.999Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-08-28T12:25:32.563Z] GC before operation: completed in 291.294 ms, heap usage 175.465 MB -> 40.565 MB. [2025-08-28T12:25:47.827Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-08-28T12:25:56.866Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-08-28T12:26:04.735Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-08-28T12:26:15.506Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-08-28T12:26:24.294Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-08-28T12:26:33.397Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-08-28T12:26:42.811Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-08-28T12:26:50.182Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-08-28T12:26:50.182Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (78044.368 ms) ====== [2025-08-28T12:26:51.634Z] ----------------------------------- [2025-08-28T12:26:51.634Z] renaissance-gauss-mix_0_PASSED [2025-08-28T12:26:51.634Z] ----------------------------------- [2025-08-28T12:26:51.634Z] [2025-08-28T12:26:51.634Z] TEST TEARDOWN: [2025-08-28T12:26:51.634Z] Nothing to be done for teardown. [2025-08-28T12:26:51.634Z] renaissance-gauss-mix_0 Finish Time: Thu Aug 28 05:26:49 2025 Epoch Time (ms): 1756384009053