[2025-10-22T16:54:22.212Z] Running test renaissance-gauss-mix_0 ... [2025-10-22T16:54:22.212Z] =============================================== [2025-10-22T16:54:22.212Z] renaissance-gauss-mix_0 Start Time: Wed Oct 22 09:52:49 2025 Epoch Time (ms): 1761151969071 [2025-10-22T16:54:22.212Z] variation: NoOptions [2025-10-22T16:54:22.212Z] JVM_OPTIONS: [2025-10-22T16:54:22.212Z] { \ [2025-10-22T16:54:22.212Z] echo ""; echo "TEST SETUP:"; \ [2025-10-22T16:54:22.212Z] echo "Nothing to be done for setup."; \ [2025-10-22T16:54:22.212Z] mkdir -p "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_x86-64_mac/aqa-tests/TKG/../TKG/output_17611514254816/renaissance-gauss-mix_0"; \ [2025-10-22T16:54:22.212Z] cd "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_x86-64_mac/aqa-tests/TKG/../TKG/output_17611514254816/renaissance-gauss-mix_0"; \ [2025-10-22T16:54:22.212Z] echo ""; echo "TESTING:"; \ [2025-10-22T16:54:22.212Z] "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_x86-64_mac/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_openjdk25_hs_extended.perf_x86-64_mac/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_x86-64_mac/aqa-tests/TKG/../TKG/output_17611514254816/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-10-22T16:54:22.212Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_x86-64_mac/aqa-tests/TKG/..; rm -f -r "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_x86-64_mac/aqa-tests/TKG/../TKG/output_17611514254816/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-10-22T16:54:22.212Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-10-22T16:54:22.212Z] echo "Nothing to be done for teardown."; \ [2025-10-22T16:54:22.212Z] } 2>&1 | tee -a "/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_x86-64_mac/aqa-tests/TKG/../TKG/output_17611514254816/TestTargetResult"; [2025-10-22T16:54:22.212Z] [2025-10-22T16:54:22.212Z] TEST SETUP: [2025-10-22T16:54:22.212Z] Nothing to be done for setup. [2025-10-22T16:54:22.212Z] [2025-10-22T16:54:22.212Z] TESTING: [2025-10-22T16:54:22.212Z] WARNING: A terminally deprecated method in sun.misc.Unsafe has been called [2025-10-22T16:54:22.212Z] WARNING: sun.misc.Unsafe::objectFieldOffset has been called by scala.runtime.LazyVals$ (file:/Users/admin/workspace/workspace/Test_openjdk25_hs_extended.perf_x86-64_mac/aqa-tests/TKG/output_17611514254816/renaissance-gauss-mix_0/launcher-095249-18083452312096961068/renaissance-harness_3/lib/scala3-library_3-3.3.4.jar) [2025-10-22T16:54:22.212Z] WARNING: Please consider reporting this to the maintainers of class scala.runtime.LazyVals$ [2025-10-22T16:54:22.212Z] WARNING: sun.misc.Unsafe::objectFieldOffset will be removed in a future release [2025-10-22T16:54:22.212Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 3 (out of 3) threads. [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-10-22T16:54:22.212Z] GC before operation: completed in 27.889 ms, heap usage 55.659 MB -> 29.223 MB. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (11936.862 ms) ====== [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-10-22T16:54:22.212Z] GC before operation: completed in 47.560 ms, heap usage 61.331 MB -> 36.834 MB. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (7365.124 ms) ====== [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-10-22T16:54:22.212Z] GC before operation: completed in 41.340 ms, heap usage 61.680 MB -> 38.400 MB. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (7083.332 ms) ====== [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-10-22T16:54:22.212Z] GC before operation: completed in 39.800 ms, heap usage 367.214 MB -> 40.092 MB. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (8243.093 ms) ====== [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-10-22T16:54:22.212Z] GC before operation: completed in 68.992 ms, heap usage 402.150 MB -> 41.026 MB. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (8037.338 ms) ====== [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-10-22T16:54:22.212Z] GC before operation: completed in 52.918 ms, heap usage 942.209 MB -> 41.256 MB. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (7045.550 ms) ====== [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-10-22T16:54:22.212Z] GC before operation: completed in 40.225 ms, heap usage 501.849 MB -> 41.385 MB. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (7243.253 ms) ====== [2025-10-22T16:54:22.212Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-10-22T16:54:22.212Z] GC before operation: completed in 43.875 ms, heap usage 907.855 MB -> 41.340 MB. [2025-10-22T16:54:22.212Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:22.213Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (6764.047 ms) ====== [2025-10-22T16:54:22.213Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-10-22T16:54:22.213Z] GC before operation: completed in 40.617 ms, heap usage 81.121 MB -> 41.135 MB. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:22.213Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (6769.575 ms) ====== [2025-10-22T16:54:22.213Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-10-22T16:54:22.213Z] GC before operation: completed in 40.182 ms, heap usage 92.019 MB -> 40.999 MB. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:22.213Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (6803.846 ms) ====== [2025-10-22T16:54:22.213Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-10-22T16:54:22.213Z] GC before operation: completed in 38.737 ms, heap usage 97.839 MB -> 40.802 MB. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:22.213Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (6783.697 ms) ====== [2025-10-22T16:54:22.213Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-10-22T16:54:22.213Z] GC before operation: completed in 39.778 ms, heap usage 172.298 MB -> 41.220 MB. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:22.213Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:23.778Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:23.778Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:28.731Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:28.732Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:28.732Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (6657.032 ms) ====== [2025-10-22T16:54:28.732Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-10-22T16:54:28.732Z] GC before operation: completed in 37.319 ms, heap usage 80.909 MB -> 41.013 MB. [2025-10-22T16:54:28.732Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:28.732Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:28.732Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:29.282Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:30.580Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:33.658Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:33.658Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:33.658Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:33.658Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (8211.101 ms) ====== [2025-10-22T16:54:33.658Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-10-22T16:54:33.658Z] GC before operation: completed in 63.973 ms, heap usage 571.662 MB -> 41.020 MB. [2025-10-22T16:54:36.182Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:38.572Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:54:55.274Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:54:55.274Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:54:55.274Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:54:55.274Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:54:55.274Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:54:55.274Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:54:55.274Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (15990.984 ms) ====== [2025-10-22T16:54:55.274Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-10-22T16:54:55.274Z] GC before operation: completed in 117.574 ms, heap usage 1.060 GB -> 41.694 MB. [2025-10-22T16:54:55.274Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:54:55.274Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:55:07.315Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:55:07.315Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:55:07.315Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:55:07.315Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:55:07.315Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:55:07.315Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:55:07.315Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (14493.714 ms) ====== [2025-10-22T16:55:07.315Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-10-22T16:55:07.315Z] GC before operation: completed in 67.382 ms, heap usage 778.952 MB -> 41.263 MB. [2025-10-22T16:55:07.315Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:55:09.166Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:55:09.166Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:55:15.353Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:55:15.353Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:55:15.353Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:55:15.353Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:55:16.424Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:55:16.424Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (11141.560 ms) ====== [2025-10-22T16:55:16.424Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-10-22T16:55:16.424Z] GC before operation: completed in 51.538 ms, heap usage 370.614 MB -> 41.483 MB. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:55:27.381Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (6457.845 ms) ====== [2025-10-22T16:55:27.381Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-10-22T16:55:27.381Z] GC before operation: completed in 31.223 ms, heap usage 70.971 MB -> 40.983 MB. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:55:27.381Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:55:29.756Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:55:29.756Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:55:29.756Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (6443.276 ms) ====== [2025-10-22T16:55:29.756Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-10-22T16:55:29.756Z] GC before operation: completed in 32.135 ms, heap usage 70.287 MB -> 40.728 MB. [2025-10-22T16:55:29.756Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:10.108Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (6797.967 ms) ====== [2025-10-22T16:56:10.108Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-10-22T16:56:10.108Z] GC before operation: completed in 32.792 ms, heap usage 313.663 MB -> 41.324 MB. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:10.108Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (6561.762 ms) ====== [2025-10-22T16:56:10.108Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-10-22T16:56:10.108Z] GC before operation: completed in 33.693 ms, heap usage 294.745 MB -> 41.080 MB. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:10.108Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (6455.789 ms) ====== [2025-10-22T16:56:10.108Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-10-22T16:56:10.108Z] GC before operation: completed in 33.633 ms, heap usage 316.824 MB -> 40.823 MB. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:10.108Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (6491.657 ms) ====== [2025-10-22T16:56:10.108Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-10-22T16:56:10.108Z] GC before operation: completed in 32.210 ms, heap usage 112.598 MB -> 41.288 MB. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:10.108Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (6541.181 ms) ====== [2025-10-22T16:56:10.108Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-10-22T16:56:10.108Z] GC before operation: completed in 31.727 ms, heap usage 187.451 MB -> 41.009 MB. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:10.108Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (6321.015 ms) ====== [2025-10-22T16:56:10.108Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-10-22T16:56:10.108Z] GC before operation: completed in 30.473 ms, heap usage 173.329 MB -> 41.435 MB. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:10.108Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:44.531Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (6313.756 ms) ====== [2025-10-22T16:56:44.531Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-10-22T16:56:44.531Z] GC before operation: completed in 30.052 ms, heap usage 241.771 MB -> 41.218 MB. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:44.531Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (6330.586 ms) ====== [2025-10-22T16:56:44.531Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-10-22T16:56:44.531Z] GC before operation: completed in 34.071 ms, heap usage 100.327 MB -> 40.767 MB. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:44.531Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (6629.182 ms) ====== [2025-10-22T16:56:44.531Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-10-22T16:56:44.531Z] GC before operation: completed in 34.097 ms, heap usage 683.827 MB -> 41.550 MB. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:44.531Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (6459.476 ms) ====== [2025-10-22T16:56:44.531Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-10-22T16:56:44.531Z] GC before operation: completed in 36.599 ms, heap usage 387.440 MB -> 41.110 MB. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:44.531Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (6757.539 ms) ====== [2025-10-22T16:56:44.531Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-10-22T16:56:44.531Z] GC before operation: completed in 31.655 ms, heap usage 199.650 MB -> 41.386 MB. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:44.531Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:58.405Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:58.405Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:58.405Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:58.405Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:58.405Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (6349.446 ms) ====== [2025-10-22T16:56:58.405Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-10-22T16:56:58.405Z] GC before operation: completed in 32.067 ms, heap usage 391.485 MB -> 41.280 MB. [2025-10-22T16:56:58.405Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:58.405Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:58.405Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:58.405Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:58.405Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:58.405Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:58.406Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:56:58.406Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:56:58.406Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (6341.713 ms) ====== [2025-10-22T16:56:58.406Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-10-22T16:56:58.406Z] GC before operation: completed in 31.297 ms, heap usage 370.151 MB -> 41.198 MB. [2025-10-22T16:56:58.406Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:56:58.406Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:56:58.406Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:56:58.406Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:56:58.406Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:56:58.406Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:56:58.865Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:57:08.140Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:57:08.140Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (6364.225 ms) ====== [2025-10-22T16:57:08.140Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-10-22T16:57:08.140Z] GC before operation: completed in 31.251 ms, heap usage 240.674 MB -> 41.398 MB. [2025-10-22T16:57:08.140Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:57:08.140Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:57:08.140Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:57:08.140Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:57:08.140Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:57:08.140Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:57:08.140Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:57:08.140Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:57:08.140Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (6384.736 ms) ====== [2025-10-22T16:57:08.140Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-10-22T16:57:08.140Z] GC before operation: completed in 31.952 ms, heap usage 112.719 MB -> 41.102 MB. [2025-10-22T16:57:08.140Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:57:08.140Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:57:08.812Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:57:09.346Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:57:10.238Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:57:10.863Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:57:11.776Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:57:12.657Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:57:12.657Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (6381.723 ms) ====== [2025-10-22T16:57:12.657Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-10-22T16:57:12.657Z] GC before operation: completed in 30.806 ms, heap usage 189.118 MB -> 40.914 MB. [2025-10-22T16:57:13.539Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:57:14.883Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:57:15.278Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:57:16.599Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:57:16.995Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:57:17.398Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:57:19.527Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:57:19.941Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:57:19.941Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (7194.090 ms) ====== [2025-10-22T16:57:19.941Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-10-22T16:57:19.941Z] GC before operation: completed in 50.138 ms, heap usage 998.519 MB -> 41.657 MB. [2025-10-22T16:57:21.283Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:57:22.617Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:57:23.010Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:57:23.806Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:57:24.675Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:57:27.106Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:57:27.106Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:57:27.106Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:57:27.106Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (7298.781 ms) ====== [2025-10-22T16:57:27.106Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-10-22T16:57:27.106Z] GC before operation: completed in 38.001 ms, heap usage 832.045 MB -> 41.423 MB. [2025-10-22T16:57:28.417Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:57:29.181Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:57:29.985Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:57:30.783Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:57:31.595Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:57:32.427Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:57:33.230Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:57:34.028Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:57:34.028Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (6758.047 ms) ====== [2025-10-22T16:57:34.028Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-10-22T16:57:34.028Z] GC before operation: completed in 33.545 ms, heap usage 92.263 MB -> 41.300 MB. [2025-10-22T16:57:34.823Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:57:35.666Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:57:36.453Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:57:37.292Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:57:38.186Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:57:38.993Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:57:39.862Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:57:40.539Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:57:40.539Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (6607.456 ms) ====== [2025-10-22T16:57:40.539Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-10-22T16:57:40.539Z] GC before operation: completed in 31.877 ms, heap usage 180.639 MB -> 41.189 MB. [2025-10-22T16:57:41.326Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:57:42.611Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:57:43.559Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:57:43.926Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:57:44.781Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:57:46.053Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:57:46.427Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:57:47.234Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:57:47.234Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (6761.438 ms) ====== [2025-10-22T16:57:47.234Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-10-22T16:57:47.621Z] GC before operation: completed in 30.538 ms, heap usage 327.969 MB -> 41.100 MB. [2025-10-22T16:57:48.452Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-10-22T16:57:49.278Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-10-22T16:57:50.568Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-10-22T16:57:51.401Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-10-22T16:57:52.211Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-10-22T16:57:53.042Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-10-22T16:58:00.585Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-10-22T16:58:00.585Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-10-22T16:58:00.585Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (7125.718 ms) ====== [2025-10-22T16:58:00.585Z] ----------------------------------- [2025-10-22T16:58:00.585Z] renaissance-gauss-mix_0_PASSED [2025-10-22T16:58:00.585Z] ----------------------------------- [2025-10-22T16:58:00.585Z] [2025-10-22T16:58:00.585Z] TEST TEARDOWN: [2025-10-22T16:58:00.585Z] Nothing to be done for teardown. [2025-10-22T16:58:00.585Z] renaissance-gauss-mix_0 Finish Time: Wed Oct 22 09:57:54 2025 Epoch Time (ms): 1761152274584