renaissance-gauss-mix_0
[2025-03-27T04:21:12.885Z] Running test renaissance-gauss-mix_0 ...
[2025-03-27T04:21:12.885Z] ===============================================
[2025-03-27T04:21:12.885Z] renaissance-gauss-mix_0 Start Time: Wed Mar 26 21:21:10 2025 Epoch Time (ms): 1743049270202
[2025-03-27T04:21:12.885Z] variation: NoOptions
[2025-03-27T04:21:12.885Z] JVM_OPTIONS:
[2025-03-27T04:21:12.885Z] { \
[2025-03-27T04:21:12.885Z] echo ""; echo "TEST SETUP:"; \
[2025-03-27T04:21:12.885Z] echo "Nothing to be done for setup."; \
[2025-03-27T04:21:12.885Z] mkdir -p "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17430478064651/renaissance-gauss-mix_0"; \
[2025-03-27T04:21:12.885Z] cd "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17430478064651/renaissance-gauss-mix_0"; \
[2025-03-27T04:21:12.885Z] echo ""; echo "TESTING:"; \
[2025-03-27T04:21:12.886Z] "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1/jdkbinary/j2sdk-image/Contents/Home/bin/..//bin/java" --add-opens java.base/java.lang=ALL-UNNAMED --add-opens java.base/java.util=ALL-UNNAMED --add-opens java.base/java.util.concurrent=ALL-UNNAMED --add-opens java.base/java.nio=ALL-UNNAMED --add-opens java.base/sun.nio.ch=ALL-UNNAMED --add-opens java.base/java.lang.invoke=ALL-UNNAMED -jar "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17430478064651/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \
[2025-03-27T04:21:12.886Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/..; rm -f -r "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17430478064651/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \
[2025-03-27T04:21:12.886Z] echo ""; echo "TEST TEARDOWN:"; \
[2025-03-27T04:21:12.886Z] echo "Nothing to be done for teardown."; \
[2025-03-27T04:21:12.886Z] } 2>&1 | tee -a "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17430478064651/TestTargetResult";
[2025-03-27T04:21:12.886Z]
[2025-03-27T04:21:12.886Z] TEST SETUP:
[2025-03-27T04:21:12.886Z] Nothing to be done for setup.
[2025-03-27T04:21:12.886Z]
[2025-03-27T04:21:12.886Z] TESTING:
[2025-03-27T04:21:44.817Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 3 (out of 3) threads.
[2025-03-27T04:21:44.817Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ======
[2025-03-27T04:21:44.817Z] GC before operation: completed in 39.438 ms, heap usage 33.689 MB -> 29.149 MB.
[2025-03-27T04:22:11.313Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:22:22.686Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:22:33.781Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:22:43.077Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:22:49.809Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:22:57.890Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:23:05.460Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:23:13.213Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:23:13.213Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (91079.251 ms) ======
[2025-03-27T04:23:13.213Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ======
[2025-03-27T04:23:13.213Z] GC before operation: completed in 136.430 ms, heap usage 478.580 MB -> 37.156 MB.
[2025-03-27T04:23:20.559Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:23:26.791Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:23:40.769Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:23:44.585Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:23:49.522Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:23:56.027Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:24:00.208Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:24:06.530Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:24:06.530Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (54171.307 ms) ======
[2025-03-27T04:24:06.530Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ======
[2025-03-27T04:24:07.065Z] GC before operation: completed in 197.794 ms, heap usage 534.679 MB -> 38.744 MB.
[2025-03-27T04:24:15.019Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:24:21.241Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:24:26.478Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:24:32.549Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:24:37.628Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:24:42.229Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:24:46.244Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:24:54.183Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:24:54.183Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (46574.397 ms) ======
[2025-03-27T04:24:54.183Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ======
[2025-03-27T04:24:54.183Z] GC before operation: completed in 117.515 ms, heap usage 83.559 MB -> 40.087 MB.
[2025-03-27T04:25:03.226Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:25:07.680Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:25:11.609Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:25:16.801Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:25:22.866Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:25:28.208Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:25:32.904Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:25:38.009Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:25:38.009Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (43910.793 ms) ======
[2025-03-27T04:25:38.009Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ======
[2025-03-27T04:25:38.009Z] GC before operation: completed in 183.738 ms, heap usage 170.064 MB -> 41.072 MB.
[2025-03-27T04:25:44.377Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:25:48.058Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:25:50.126Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:25:53.904Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:26:00.442Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:26:06.924Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:26:13.086Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:26:18.032Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:26:18.032Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (40298.354 ms) ======
[2025-03-27T04:26:18.032Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ======
[2025-03-27T04:26:18.032Z] GC before operation: completed in 165.976 ms, heap usage 317.436 MB -> 40.955 MB.
[2025-03-27T04:26:27.232Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:26:31.057Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:26:37.078Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:26:42.007Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:26:48.639Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:26:53.734Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:26:57.576Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:27:00.423Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:27:00.423Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (42414.830 ms) ======
[2025-03-27T04:27:00.423Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ======
[2025-03-27T04:27:00.913Z] GC before operation: completed in 254.620 ms, heap usage 795.745 MB -> 41.576 MB.
[2025-03-27T04:27:07.140Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:27:12.174Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:27:18.158Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:27:22.379Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:27:28.506Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:27:32.387Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:27:36.034Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:27:40.924Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:27:40.924Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (40146.096 ms) ======
[2025-03-27T04:27:40.924Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ======
[2025-03-27T04:27:41.380Z] GC before operation: completed in 226.446 ms, heap usage 266.679 MB -> 41.067 MB.
[2025-03-27T04:27:48.763Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:27:52.634Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:27:58.856Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:28:12.307Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:28:14.437Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:28:18.605Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:28:24.865Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:28:29.771Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:28:29.771Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (48283.490 ms) ======
[2025-03-27T04:28:29.771Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ======
[2025-03-27T04:28:29.771Z] GC before operation: completed in 236.024 ms, heap usage 563.884 MB -> 41.654 MB.
[2025-03-27T04:28:35.896Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:28:40.782Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:28:44.768Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:28:50.634Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:28:56.908Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:29:03.579Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:29:07.608Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:29:10.528Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:29:10.528Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (40952.318 ms) ======
[2025-03-27T04:29:10.528Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ======
[2025-03-27T04:29:10.993Z] GC before operation: completed in 236.378 ms, heap usage 66.525 MB -> 41.465 MB.
[2025-03-27T04:29:16.874Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:29:23.140Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:29:26.393Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:29:31.547Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:29:35.373Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:29:41.402Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:29:45.407Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:29:51.926Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:29:51.926Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (40304.741 ms) ======
[2025-03-27T04:29:51.926Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ======
[2025-03-27T04:29:51.926Z] GC before operation: completed in 162.851 ms, heap usage 179.254 MB -> 40.970 MB.
[2025-03-27T04:29:57.530Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:30:01.410Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:30:07.409Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:30:11.435Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:30:16.369Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:30:20.508Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:30:25.276Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:30:30.244Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:30:30.245Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (38743.540 ms) ======
[2025-03-27T04:30:30.245Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ======
[2025-03-27T04:30:30.245Z] GC before operation: completed in 148.410 ms, heap usage 478.067 MB -> 41.536 MB.
[2025-03-27T04:30:37.656Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:30:40.878Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:30:46.091Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:30:52.071Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:30:56.880Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:31:01.826Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:31:08.017Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:31:12.171Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:31:12.171Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (41582.456 ms) ======
[2025-03-27T04:31:12.171Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ======
[2025-03-27T04:31:12.171Z] GC before operation: completed in 153.691 ms, heap usage 531.041 MB -> 41.299 MB.
[2025-03-27T04:31:19.613Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:31:23.554Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:31:27.462Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:31:33.589Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:31:38.356Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:31:43.594Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:31:46.781Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:31:53.003Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:31:53.003Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (40430.158 ms) ======
[2025-03-27T04:31:53.003Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ======
[2025-03-27T04:31:53.003Z] GC before operation: completed in 251.450 ms, heap usage 772.844 MB -> 41.204 MB.
[2025-03-27T04:31:59.468Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:32:03.462Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:32:07.537Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:32:15.049Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:32:26.355Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:32:28.543Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:32:32.315Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:32:38.482Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:32:38.482Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (45737.582 ms) ======
[2025-03-27T04:32:38.482Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ======
[2025-03-27T04:32:38.482Z] GC before operation: completed in 149.586 ms, heap usage 308.934 MB -> 41.322 MB.
[2025-03-27T04:32:43.466Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:32:48.295Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:32:55.829Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:32:59.816Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:33:04.876Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:33:18.766Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:33:21.098Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:33:25.120Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:33:25.120Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (46739.000 ms) ======
[2025-03-27T04:33:25.120Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ======
[2025-03-27T04:33:25.571Z] GC before operation: completed in 140.042 ms, heap usage 406.954 MB -> 41.146 MB.
[2025-03-27T04:33:30.426Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:33:36.692Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:33:42.030Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:33:48.424Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:33:51.675Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:33:56.516Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:34:01.340Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:34:05.483Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:34:05.483Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (39583.256 ms) ======
[2025-03-27T04:34:05.483Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ======
[2025-03-27T04:34:05.483Z] GC before operation: completed in 292.112 ms, heap usage 592.923 MB -> 41.606 MB.
[2025-03-27T04:34:09.432Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:34:13.158Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:34:18.065Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:34:24.167Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:34:27.454Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:34:33.717Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:34:37.646Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:34:42.770Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:34:42.770Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (37600.548 ms) ======
[2025-03-27T04:34:42.770Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ======
[2025-03-27T04:34:43.222Z] GC before operation: completed in 132.084 ms, heap usage 456.495 MB -> 41.408 MB.
[2025-03-27T04:34:49.236Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:34:52.987Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:34:57.888Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:35:01.915Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:35:06.903Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:35:11.436Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:35:14.868Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:35:19.555Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:35:19.555Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (36117.191 ms) ======
[2025-03-27T04:35:19.555Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ======
[2025-03-27T04:35:19.555Z] GC before operation: completed in 159.145 ms, heap usage 480.495 MB -> 41.116 MB.
[2025-03-27T04:35:26.998Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:35:30.230Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:35:35.179Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:35:39.437Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:35:44.062Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:35:48.080Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:35:53.051Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:35:57.160Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:35:57.160Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (37686.697 ms) ======
[2025-03-27T04:35:57.160Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ======
[2025-03-27T04:35:57.160Z] GC before operation: completed in 292.757 ms, heap usage 234.900 MB -> 41.355 MB.
[2025-03-27T04:36:04.902Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:36:10.010Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:36:16.081Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:36:19.906Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:36:23.936Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:36:28.526Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:36:32.705Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:36:36.629Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:36:36.629Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (39097.477 ms) ======
[2025-03-27T04:36:36.629Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ======
[2025-03-27T04:36:36.629Z] GC before operation: completed in 169.224 ms, heap usage 804.998 MB -> 41.521 MB.
[2025-03-27T04:36:44.188Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:36:48.460Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:36:56.006Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:36:59.154Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:37:03.327Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:37:09.742Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:37:14.580Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:37:19.537Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:37:19.537Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (42418.120 ms) ======
[2025-03-27T04:37:19.537Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ======
[2025-03-27T04:37:19.537Z] GC before operation: completed in 144.839 ms, heap usage 805.225 MB -> 41.221 MB.
[2025-03-27T04:37:24.425Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:37:30.779Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:37:37.336Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:37:42.232Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:37:47.081Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:37:52.282Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:37:56.263Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:38:01.302Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:38:01.302Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (42027.195 ms) ======
[2025-03-27T04:38:01.302Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ======
[2025-03-27T04:38:01.303Z] GC before operation: completed in 227.260 ms, heap usage 661.040 MB -> 41.563 MB.
[2025-03-27T04:38:07.352Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:38:12.625Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:38:18.929Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:38:25.087Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:38:28.230Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:38:32.711Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:38:35.606Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:38:39.796Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:38:40.459Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (38591.621 ms) ======
[2025-03-27T04:38:40.459Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ======
[2025-03-27T04:38:40.982Z] GC before operation: completed in 901.198 ms, heap usage 656.424 MB -> 41.286 MB.
[2025-03-27T04:38:48.572Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:38:51.821Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:38:55.574Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:38:59.629Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:39:04.575Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:39:08.641Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:39:11.666Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:39:16.722Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:39:16.722Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (35851.821 ms) ======
[2025-03-27T04:39:16.722Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ======
[2025-03-27T04:39:17.188Z] GC before operation: completed in 161.654 ms, heap usage 595.517 MB -> 41.589 MB.
[2025-03-27T04:39:23.276Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:39:29.924Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:39:43.389Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:39:45.006Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:39:48.687Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:39:52.476Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:39:58.259Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:40:03.518Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:40:03.518Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (46080.669 ms) ======
[2025-03-27T04:40:03.518Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ======
[2025-03-27T04:40:03.518Z] GC before operation: completed in 212.100 ms, heap usage 470.928 MB -> 41.319 MB.
[2025-03-27T04:40:09.916Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:40:15.103Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:40:28.846Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:40:31.758Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:40:34.741Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:40:40.979Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:40:45.957Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:40:50.685Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:40:50.685Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (46744.417 ms) ======
[2025-03-27T04:40:50.685Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ======
[2025-03-27T04:40:50.685Z] GC before operation: completed in 143.418 ms, heap usage 661.059 MB -> 41.210 MB.
[2025-03-27T04:40:56.778Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:41:00.851Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:41:04.843Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:41:09.963Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:41:15.150Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:41:19.956Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:41:24.691Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:41:29.800Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:41:29.800Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (38938.482 ms) ======
[2025-03-27T04:41:29.800Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ======
[2025-03-27T04:41:29.800Z] GC before operation: completed in 206.631 ms, heap usage 181.761 MB -> 41.330 MB.
[2025-03-27T04:41:35.992Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:41:39.881Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:41:44.961Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:41:49.879Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:41:53.722Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:41:56.758Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:42:02.021Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:42:05.052Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:42:05.574Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (36251.283 ms) ======
[2025-03-27T04:42:05.574Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ======
[2025-03-27T04:42:06.018Z] GC before operation: completed in 516.736 ms, heap usage 537.862 MB -> 41.266 MB.
[2025-03-27T04:42:13.649Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:42:19.045Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:42:23.054Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:42:27.346Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:42:30.411Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:42:36.467Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:42:39.743Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:42:44.932Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:42:44.932Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (38302.038 ms) ======
[2025-03-27T04:42:44.932Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ======
[2025-03-27T04:42:44.932Z] GC before operation: completed in 178.872 ms, heap usage 795.074 MB -> 41.752 MB.
[2025-03-27T04:42:52.378Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:42:56.147Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:43:01.240Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:43:05.450Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:43:10.599Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:43:14.536Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:43:18.852Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:43:21.787Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:43:21.787Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (37353.212 ms) ======
[2025-03-27T04:43:21.787Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ======
[2025-03-27T04:43:22.193Z] GC before operation: completed in 212.171 ms, heap usage 633.993 MB -> 41.544 MB.
[2025-03-27T04:43:29.697Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:43:33.504Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:43:37.615Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:43:42.846Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:43:46.947Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:43:51.989Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:43:58.359Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:44:02.498Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:44:02.498Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (39774.693 ms) ======
[2025-03-27T04:44:02.498Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ======
[2025-03-27T04:44:02.498Z] GC before operation: completed in 142.579 ms, heap usage 304.650 MB -> 41.104 MB.
[2025-03-27T04:44:07.809Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:44:21.786Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:44:24.026Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:44:26.981Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:44:31.748Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:44:36.849Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:44:41.865Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:44:45.855Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:44:45.855Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (43309.084 ms) ======
[2025-03-27T04:44:45.855Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ======
[2025-03-27T04:44:45.855Z] GC before operation: completed in 217.650 ms, heap usage 257.875 MB -> 41.390 MB.
[2025-03-27T04:44:55.020Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:44:59.272Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:45:04.552Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:45:08.639Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:45:14.627Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:45:19.522Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:45:23.564Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:45:28.354Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:45:28.355Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (42675.835 ms) ======
[2025-03-27T04:45:28.355Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ======
[2025-03-27T04:45:28.355Z] GC before operation: completed in 220.971 ms, heap usage 715.845 MB -> 41.433 MB.
[2025-03-27T04:45:37.740Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:45:42.051Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:45:45.927Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:45:52.071Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:45:56.192Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:46:02.637Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:46:06.545Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:46:10.338Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:46:10.338Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (41351.088 ms) ======
[2025-03-27T04:46:10.338Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ======
[2025-03-27T04:46:10.338Z] GC before operation: completed in 99.111 ms, heap usage 658.969 MB -> 41.187 MB.
[2025-03-27T04:46:24.124Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:46:27.817Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:46:32.172Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:46:36.194Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:46:40.272Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:46:46.270Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:46:50.277Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:46:55.112Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:46:55.112Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (44837.821 ms) ======
[2025-03-27T04:46:55.112Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ======
[2025-03-27T04:46:55.112Z] GC before operation: completed in 149.092 ms, heap usage 439.446 MB -> 41.429 MB.
[2025-03-27T04:47:02.993Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:47:07.958Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:47:13.226Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:47:18.354Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:47:22.329Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:47:26.051Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:47:30.860Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:47:35.922Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:47:35.922Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (40697.823 ms) ======
[2025-03-27T04:47:35.922Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ======
[2025-03-27T04:47:35.922Z] GC before operation: completed in 216.174 ms, heap usage 58.035 MB -> 41.139 MB.
[2025-03-27T04:47:43.710Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:47:48.499Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:47:52.350Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:47:58.729Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:48:01.957Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:48:06.860Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:48:11.976Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:48:15.127Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:48:15.127Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (39357.134 ms) ======
[2025-03-27T04:48:15.127Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ======
[2025-03-27T04:48:15.586Z] GC before operation: completed in 230.181 ms, heap usage 704.191 MB -> 41.663 MB.
[2025-03-27T04:48:23.107Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:48:27.191Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:48:33.344Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:48:37.164Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:48:42.149Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:48:48.171Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:48:53.111Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:48:57.873Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:48:57.873Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (42647.979 ms) ======
[2025-03-27T04:48:57.873Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ======
[2025-03-27T04:48:58.324Z] GC before operation: completed in 196.534 ms, heap usage 190.349 MB -> 41.210 MB.
[2025-03-27T04:49:04.534Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:49:15.949Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:49:22.182Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:49:24.297Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:49:28.083Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:49:34.302Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:49:39.345Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:49:44.196Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:49:44.196Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (45342.372 ms) ======
[2025-03-27T04:49:44.196Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ======
[2025-03-27T04:49:44.677Z] GC before operation: completed in 939.925 ms, heap usage 673.798 MB -> 41.300 MB.
[2025-03-27T04:49:52.348Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-03-27T04:49:55.699Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-03-27T04:50:02.325Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-03-27T04:50:06.334Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-03-27T04:50:15.615Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-03-27T04:50:22.085Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-03-27T04:50:25.092Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-03-27T04:50:31.134Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-03-27T04:50:31.134Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (46408.578 ms) ======
[2025-03-27T04:50:33.721Z] -----------------------------------
[2025-03-27T04:50:33.721Z] renaissance-gauss-mix_0_PASSED
[2025-03-27T04:50:33.721Z] -----------------------------------
[2025-03-27T04:50:33.721Z]
[2025-03-27T04:50:33.721Z] TEST TEARDOWN:
[2025-03-27T04:50:33.721Z] Nothing to be done for teardown.
[2025-03-27T04:50:33.722Z] renaissance-gauss-mix_0 Finish Time: Wed Mar 26 21:50:33 2025 Epoch Time (ms): 1743051033257