renaissance-gauss-mix_0
[2025-08-30T00:39:53.112Z] Running test renaissance-gauss-mix_0 ...
[2025-08-30T00:39:53.112Z] ===============================================
[2025-08-30T00:39:53.112Z] renaissance-gauss-mix_0 Start Time: Fri Aug 29 17:39:52 2025 Epoch Time (ms): 1756514392630
[2025-08-30T00:39:53.112Z] variation: NoOptions
[2025-08-30T00:39:53.112Z] JVM_OPTIONS:
[2025-08-30T00:39:53.112Z] { \
[2025-08-30T00:39:53.112Z] echo ""; echo "TEST SETUP:"; \
[2025-08-30T00:39:53.112Z] echo "Nothing to be done for setup."; \
[2025-08-30T00:39:53.112Z] mkdir -p "/Users/admin/workspace/workspace/Test_openjdk21_hs_extended.perf_x86-64_mac/aqa-tests/TKG/../TKG/output_17565123298003/renaissance-gauss-mix_0"; \
[2025-08-30T00:39:53.112Z] cd "/Users/admin/workspace/workspace/Test_openjdk21_hs_extended.perf_x86-64_mac/aqa-tests/TKG/../TKG/output_17565123298003/renaissance-gauss-mix_0"; \
[2025-08-30T00:39:53.112Z] echo ""; echo "TESTING:"; \
[2025-08-30T00:39:53.112Z] "/Users/admin/workspace/workspace/Test_openjdk21_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_openjdk21_hs_extended.perf_x86-64_mac/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/Users/admin/workspace/workspace/Test_openjdk21_hs_extended.perf_x86-64_mac/aqa-tests/TKG/../TKG/output_17565123298003/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \
[2025-08-30T00:39:53.112Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /Users/admin/workspace/workspace/Test_openjdk21_hs_extended.perf_x86-64_mac/aqa-tests/TKG/..; rm -f -r "/Users/admin/workspace/workspace/Test_openjdk21_hs_extended.perf_x86-64_mac/aqa-tests/TKG/../TKG/output_17565123298003/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \
[2025-08-30T00:39:53.112Z] echo ""; echo "TEST TEARDOWN:"; \
[2025-08-30T00:39:53.112Z] echo "Nothing to be done for teardown."; \
[2025-08-30T00:39:53.112Z] } 2>&1 | tee -a "/Users/admin/workspace/workspace/Test_openjdk21_hs_extended.perf_x86-64_mac/aqa-tests/TKG/../TKG/output_17565123298003/TestTargetResult";
[2025-08-30T00:39:53.112Z]
[2025-08-30T00:39:53.112Z] TEST SETUP:
[2025-08-30T00:39:53.112Z] Nothing to be done for setup.
[2025-08-30T00:39:53.112Z]
[2025-08-30T00:39:53.112Z] TESTING:
[2025-08-30T00:40:07.922Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 3 (out of 3) threads.
[2025-08-30T00:40:07.922Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ======
[2025-08-30T00:40:07.922Z] GC before operation: completed in 46.422 ms, heap usage 44.558 MB -> 29.062 MB.
[2025-08-30T00:40:29.710Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:40:37.310Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:40:44.681Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:40:52.171Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:40:58.399Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:41:04.455Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:41:10.167Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:41:14.896Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:41:14.896Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (67290.340 ms) ======
[2025-08-30T00:41:14.896Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ======
[2025-08-30T00:41:15.323Z] GC before operation: completed in 315.691 ms, heap usage 242.898 MB -> 36.914 MB.
[2025-08-30T00:41:22.407Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:41:27.188Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:41:32.077Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:41:38.045Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:41:42.717Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:41:47.770Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:41:53.506Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:41:58.408Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:41:58.408Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (42484.662 ms) ======
[2025-08-30T00:41:58.408Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ======
[2025-08-30T00:41:58.408Z] GC before operation: completed in 227.350 ms, heap usage 619.658 MB -> 38.723 MB.
[2025-08-30T00:42:04.355Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:42:10.243Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:42:14.904Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:42:19.885Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:42:24.903Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:42:30.724Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:42:36.723Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:42:41.513Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:42:41.513Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (43324.192 ms) ======
[2025-08-30T00:42:41.513Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ======
[2025-08-30T00:42:41.513Z] GC before operation: completed in 156.360 ms, heap usage 580.799 MB -> 40.261 MB.
[2025-08-30T00:42:47.601Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:42:53.739Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:42:58.803Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:43:05.015Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:43:10.994Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:43:15.979Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:43:20.636Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:43:24.210Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:43:24.645Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (43015.832 ms) ======
[2025-08-30T00:43:24.645Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ======
[2025-08-30T00:43:24.645Z] GC before operation: completed in 168.852 ms, heap usage 171.209 MB -> 40.980 MB.
[2025-08-30T00:43:30.604Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:43:35.607Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:43:41.656Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:43:47.734Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:43:52.242Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:43:56.971Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:44:01.734Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:44:07.689Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:44:07.689Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (42378.642 ms) ======
[2025-08-30T00:44:07.689Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ======
[2025-08-30T00:44:07.689Z] GC before operation: completed in 203.783 ms, heap usage 638.893 MB -> 40.971 MB.
[2025-08-30T00:44:13.577Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:44:18.785Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:44:24.676Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:44:30.812Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:44:35.810Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:44:40.628Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:44:46.958Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:44:51.941Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:44:51.941Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (44300.165 ms) ======
[2025-08-30T00:44:51.941Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ======
[2025-08-30T00:44:51.941Z] GC before operation: completed in 124.909 ms, heap usage 429.237 MB -> 41.231 MB.
[2025-08-30T00:44:57.892Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:45:04.117Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:45:08.948Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:45:13.997Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:45:21.063Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:45:24.930Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:45:29.536Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:45:34.221Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:45:34.221Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (42564.338 ms) ======
[2025-08-30T00:45:34.221Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ======
[2025-08-30T00:45:34.221Z] GC before operation: completed in 118.174 ms, heap usage 515.909 MB -> 41.013 MB.
[2025-08-30T00:45:40.121Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:45:44.964Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:45:49.794Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:45:55.760Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:46:00.658Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:46:05.609Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:46:10.379Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:46:15.142Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:46:15.142Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (40458.381 ms) ======
[2025-08-30T00:46:15.142Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ======
[2025-08-30T00:46:15.142Z] GC before operation: completed in 149.850 ms, heap usage 585.383 MB -> 41.450 MB.
[2025-08-30T00:46:22.642Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:46:27.431Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:46:31.277Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:46:37.247Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:46:43.363Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:46:48.667Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:46:53.678Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:46:58.469Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:46:58.469Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (43469.139 ms) ======
[2025-08-30T00:46:58.469Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ======
[2025-08-30T00:46:58.469Z] GC before operation: completed in 174.519 ms, heap usage 688.851 MB -> 41.304 MB.
[2025-08-30T00:47:06.122Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:47:11.171Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:47:15.969Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:47:22.001Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:47:26.045Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:47:30.760Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:47:35.615Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:47:40.531Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:47:40.531Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (41574.307 ms) ======
[2025-08-30T00:47:40.531Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ======
[2025-08-30T00:47:40.531Z] GC before operation: completed in 151.910 ms, heap usage 447.528 MB -> 40.955 MB.
[2025-08-30T00:47:46.618Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:47:51.401Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:47:57.460Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:48:02.185Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:48:07.168Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:48:12.804Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:48:17.621Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:48:22.259Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:48:22.780Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (42193.369 ms) ======
[2025-08-30T00:48:22.780Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ======
[2025-08-30T00:48:22.780Z] GC before operation: completed in 283.230 ms, heap usage 391.149 MB -> 41.444 MB.
[2025-08-30T00:48:28.709Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:48:33.848Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:48:40.713Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:48:45.680Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:48:50.781Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:48:56.882Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:49:01.841Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:49:06.684Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:49:06.684Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (44020.398 ms) ======
[2025-08-30T00:49:06.684Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ======
[2025-08-30T00:49:07.185Z] GC before operation: completed in 171.484 ms, heap usage 686.274 MB -> 41.239 MB.
[2025-08-30T00:49:13.007Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:49:19.085Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:49:24.894Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:49:29.684Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:49:33.240Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:49:39.109Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:49:43.069Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:49:47.786Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:49:47.786Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (40176.956 ms) ======
[2025-08-30T00:49:47.786Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ======
[2025-08-30T00:49:47.786Z] GC before operation: completed in 127.594 ms, heap usage 450.052 MB -> 40.946 MB.
[2025-08-30T00:49:52.922Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:49:57.895Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:50:02.951Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:50:09.071Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:50:14.026Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:50:18.926Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:50:23.639Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:50:29.679Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:50:29.679Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (41828.362 ms) ======
[2025-08-30T00:50:29.679Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ======
[2025-08-30T00:50:29.679Z] GC before operation: completed in 98.989 ms, heap usage 499.104 MB -> 41.302 MB.
[2025-08-30T00:50:37.015Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:50:42.011Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:50:46.946Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:50:52.154Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:50:57.262Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:51:03.066Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:51:07.852Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:51:12.510Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:51:12.511Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (42759.169 ms) ======
[2025-08-30T00:51:12.511Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ======
[2025-08-30T00:51:12.511Z] GC before operation: completed in 130.198 ms, heap usage 752.704 MB -> 41.307 MB.
[2025-08-30T00:51:18.426Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:51:23.389Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:51:28.251Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:51:33.312Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:51:38.273Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:51:42.111Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:51:46.828Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:51:51.628Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:51:51.628Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (39697.419 ms) ======
[2025-08-30T00:51:51.628Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ======
[2025-08-30T00:51:52.210Z] GC before operation: completed in 150.170 ms, heap usage 62.684 MB -> 41.438 MB.
[2025-08-30T00:51:58.174Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:52:02.968Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:52:06.917Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:52:11.753Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:52:16.530Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:52:22.494Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:52:26.247Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:52:31.976Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:52:31.976Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (39340.415 ms) ======
[2025-08-30T00:52:31.976Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ======
[2025-08-30T00:52:31.976Z] GC before operation: completed in 152.824 ms, heap usage 115.968 MB -> 40.979 MB.
[2025-08-30T00:52:38.140Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:52:42.985Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:52:48.984Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:52:54.826Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:52:59.595Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:53:04.686Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:53:09.621Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:53:14.401Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:53:14.401Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (42367.734 ms) ======
[2025-08-30T00:53:14.401Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ======
[2025-08-30T00:53:14.401Z] GC before operation: completed in 165.257 ms, heap usage 82.263 MB -> 40.773 MB.
[2025-08-30T00:53:20.225Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:53:26.275Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:53:29.932Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:53:34.716Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:53:38.311Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:53:43.184Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:53:47.123Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:53:51.962Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:53:51.962Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (37791.191 ms) ======
[2025-08-30T00:53:51.962Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ======
[2025-08-30T00:53:51.962Z] GC before operation: completed in 181.307 ms, heap usage 207.097 MB -> 41.181 MB.
[2025-08-30T00:53:57.799Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:54:02.836Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:54:07.584Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:54:12.501Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:54:17.207Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:54:23.062Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:54:28.010Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:54:32.685Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:54:32.685Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (40430.487 ms) ======
[2025-08-30T00:54:32.685Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ======
[2025-08-30T00:54:32.685Z] GC before operation: completed in 233.902 ms, heap usage 162.606 MB -> 40.946 MB.
[2025-08-30T00:54:39.715Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:54:44.689Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:54:49.489Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:54:56.896Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:55:01.781Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:55:06.599Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:55:11.561Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:55:16.398Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:55:16.398Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (43395.506 ms) ======
[2025-08-30T00:55:16.398Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ======
[2025-08-30T00:55:16.398Z] GC before operation: completed in 139.146 ms, heap usage 220.746 MB -> 40.786 MB.
[2025-08-30T00:55:23.514Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:55:27.287Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:55:31.176Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:55:35.950Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:55:40.860Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:55:45.688Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:55:49.645Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:55:54.596Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:55:54.596Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (37970.563 ms) ======
[2025-08-30T00:55:54.596Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ======
[2025-08-30T00:55:54.596Z] GC before operation: completed in 149.522 ms, heap usage 160.779 MB -> 41.126 MB.
[2025-08-30T00:56:00.587Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:56:04.475Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:56:10.507Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:56:15.362Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:56:20.144Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:56:24.979Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:56:29.810Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:56:34.424Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:56:34.424Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (39716.957 ms) ======
[2025-08-30T00:56:34.424Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ======
[2025-08-30T00:56:34.424Z] GC before operation: completed in 169.209 ms, heap usage 440.789 MB -> 41.025 MB.
[2025-08-30T00:56:40.368Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:56:46.186Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:56:52.255Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:56:56.439Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:57:01.575Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:57:06.530Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:57:12.706Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:57:17.669Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:57:17.669Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (43342.885 ms) ======
[2025-08-30T00:57:17.669Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ======
[2025-08-30T00:57:17.669Z] GC before operation: completed in 117.405 ms, heap usage 174.357 MB -> 41.207 MB.
[2025-08-30T00:57:23.486Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:57:29.119Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:57:32.981Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:57:37.852Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:57:43.488Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:57:46.433Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:57:51.159Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:57:55.023Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:57:55.426Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (37604.594 ms) ======
[2025-08-30T00:57:55.426Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ======
[2025-08-30T00:57:55.426Z] GC before operation: completed in 90.370 ms, heap usage 177.170 MB -> 41.060 MB.
[2025-08-30T00:58:01.235Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:58:06.226Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:58:11.001Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:58:15.753Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:58:21.719Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:58:25.705Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:58:30.654Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:58:35.306Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:58:35.306Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (39676.810 ms) ======
[2025-08-30T00:58:35.306Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ======
[2025-08-30T00:58:35.306Z] GC before operation: completed in 129.533 ms, heap usage 235.497 MB -> 40.815 MB.
[2025-08-30T00:58:41.278Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:58:47.129Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:58:53.128Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:58:59.066Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:59:03.174Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:59:09.012Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:59:13.699Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:59:18.678Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:59:18.678Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (43104.105 ms) ======
[2025-08-30T00:59:18.678Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ======
[2025-08-30T00:59:18.678Z] GC before operation: completed in 255.199 ms, heap usage 64.089 MB -> 41.024 MB.
[2025-08-30T00:59:23.642Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T00:59:28.252Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T00:59:33.170Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T00:59:37.881Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T00:59:41.425Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T00:59:46.114Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T00:59:51.160Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T00:59:55.801Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T00:59:55.801Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (37481.952 ms) ======
[2025-08-30T00:59:55.801Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ======
[2025-08-30T00:59:56.201Z] GC before operation: completed in 104.388 ms, heap usage 194.065 MB -> 40.916 MB.
[2025-08-30T01:00:02.155Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T01:00:08.162Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T01:00:13.040Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T01:00:17.186Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T01:00:21.918Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T01:00:26.977Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T01:00:31.483Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T01:00:36.209Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T01:00:36.618Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (40332.984 ms) ======
[2025-08-30T01:00:36.618Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ======
[2025-08-30T01:00:36.618Z] GC before operation: completed in 183.360 ms, heap usage 671.328 MB -> 41.559 MB.
[2025-08-30T01:00:44.034Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T01:00:49.034Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T01:00:55.075Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T01:00:59.841Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T01:01:04.872Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T01:01:10.028Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T01:01:15.008Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T01:01:19.543Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T01:01:19.543Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (42339.702 ms) ======
[2025-08-30T01:01:19.543Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ======
[2025-08-30T01:01:19.543Z] GC before operation: completed in 427.401 ms, heap usage 663.626 MB -> 41.314 MB.
[2025-08-30T01:01:25.306Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T01:01:28.913Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T01:01:34.544Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T01:01:39.314Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T01:01:43.087Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T01:01:47.936Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T01:01:51.774Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T01:01:56.757Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T01:01:56.757Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (37151.585 ms) ======
[2025-08-30T01:01:56.757Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ======
[2025-08-30T01:01:56.757Z] GC before operation: completed in 146.665 ms, heap usage 699.193 MB -> 41.218 MB.
[2025-08-30T01:02:02.768Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T01:02:07.225Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T01:02:13.316Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T01:02:18.022Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T01:02:22.854Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T01:02:27.778Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T01:02:32.634Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T01:02:37.493Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T01:02:37.493Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (40809.414 ms) ======
[2025-08-30T01:02:37.493Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ======
[2025-08-30T01:02:37.493Z] GC before operation: completed in 100.842 ms, heap usage 431.967 MB -> 41.495 MB.
[2025-08-30T01:02:44.653Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T01:02:48.465Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T01:02:54.449Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T01:02:59.249Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T01:03:04.274Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T01:03:08.969Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T01:03:13.796Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T01:03:18.865Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T01:03:18.865Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (41332.509 ms) ======
[2025-08-30T01:03:18.865Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ======
[2025-08-30T01:03:19.298Z] GC before operation: completed in 192.999 ms, heap usage 423.776 MB -> 41.136 MB.
[2025-08-30T01:03:25.195Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T01:03:29.120Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T01:03:33.785Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T01:03:38.536Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T01:03:43.388Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T01:03:48.244Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T01:03:51.994Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T01:03:56.637Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T01:03:56.637Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (37385.624 ms) ======
[2025-08-30T01:03:56.637Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ======
[2025-08-30T01:03:56.637Z] GC before operation: completed in 139.277 ms, heap usage 160.091 MB -> 40.760 MB.
[2025-08-30T01:04:02.868Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T01:04:07.923Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T01:04:12.707Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T01:04:18.593Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T01:04:22.212Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T01:04:27.042Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T01:04:32.084Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T01:04:38.073Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T01:04:38.074Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (40887.943 ms) ======
[2025-08-30T01:04:38.074Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ======
[2025-08-30T01:04:38.074Z] GC before operation: completed in 199.918 ms, heap usage 705.235 MB -> 41.459 MB.
[2025-08-30T01:04:45.039Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T01:04:50.979Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T01:04:56.183Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T01:05:00.942Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T01:05:06.126Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T01:05:10.902Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T01:05:16.251Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T01:05:22.226Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T01:05:22.226Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (44599.157 ms) ======
[2025-08-30T01:05:22.226Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ======
[2025-08-30T01:05:22.703Z] GC before operation: completed in 166.639 ms, heap usage 609.978 MB -> 41.241 MB.
[2025-08-30T01:05:29.956Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T01:05:34.843Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T01:05:38.754Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T01:05:43.522Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T01:05:47.212Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T01:05:53.312Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T01:05:58.440Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T01:06:03.362Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T01:06:03.362Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (40325.134 ms) ======
[2025-08-30T01:06:03.362Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ======
[2025-08-30T01:06:03.362Z] GC before operation: completed in 225.652 ms, heap usage 588.640 MB -> 41.513 MB.
[2025-08-30T01:06:09.747Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T01:06:15.938Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T01:06:20.904Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T01:06:25.892Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T01:06:30.907Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T01:06:37.112Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T01:06:43.069Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T01:06:46.980Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T01:06:46.980Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (43798.223 ms) ======
[2025-08-30T01:06:46.980Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ======
[2025-08-30T01:06:46.980Z] GC before operation: completed in 239.930 ms, heap usage 85.543 MB -> 41.041 MB.
[2025-08-30T01:06:54.679Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T01:07:00.703Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T01:07:04.847Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T01:07:11.061Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T01:07:16.984Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T01:07:22.205Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T01:07:27.016Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T01:07:32.960Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T01:07:32.960Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (45078.645 ms) ======
[2025-08-30T01:07:32.960Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ======
[2025-08-30T01:07:32.960Z] GC before operation: completed in 574.201 ms, heap usage 439.842 MB -> 41.020 MB.
[2025-08-30T01:07:38.717Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-30T01:07:44.723Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-30T01:07:49.248Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-30T01:07:53.465Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-30T01:07:58.322Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-30T01:08:03.241Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-30T01:08:08.162Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-30T01:08:12.972Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-30T01:08:12.972Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (40317.155 ms) ======
[2025-08-30T01:08:14.485Z] -----------------------------------
[2025-08-30T01:08:14.485Z] renaissance-gauss-mix_0_PASSED
[2025-08-30T01:08:14.485Z] -----------------------------------
[2025-08-30T01:08:14.485Z]
[2025-08-30T01:08:14.485Z] TEST TEARDOWN:
[2025-08-30T01:08:14.485Z] Nothing to be done for teardown.
[2025-08-30T01:08:14.867Z] renaissance-gauss-mix_0 Finish Time: Fri Aug 29 18:08:14 2025 Epoch Time (ms): 1756516094390