renaissance-gauss-mix_0
[2025-08-26T00:29:54.392Z] Running test renaissance-gauss-mix_0 ...
[2025-08-26T00:29:54.392Z] ===============================================
[2025-08-26T00:29:54.392Z] renaissance-gauss-mix_0 Start Time: Mon Aug 25 17:29:53 2025 Epoch Time (ms): 1756168193154
[2025-08-26T00:29:54.392Z] variation: NoOptions
[2025-08-26T00:29:54.392Z] JVM_OPTIONS:
[2025-08-26T00:29:54.392Z] { \
[2025-08-26T00:29:54.392Z] echo ""; echo "TEST SETUP:"; \
[2025-08-26T00:29:54.392Z] echo "Nothing to be done for setup."; \
[2025-08-26T00:29:54.392Z] mkdir -p "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17561663982405/renaissance-gauss-mix_0"; \
[2025-08-26T00:29:54.392Z] cd "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17561663982405/renaissance-gauss-mix_0"; \
[2025-08-26T00:29:54.392Z] echo ""; echo "TESTING:"; \
[2025-08-26T00:29:54.392Z] "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/jdkbinary/j2sdk-image/Contents/Home/bin/..//bin/java" --add-opens java.base/java.lang=ALL-UNNAMED --add-opens java.base/java.util=ALL-UNNAMED --add-opens java.base/java.util.concurrent=ALL-UNNAMED --add-opens java.base/java.nio=ALL-UNNAMED --add-opens java.base/sun.nio.ch=ALL-UNNAMED --add-opens java.base/java.lang.invoke=ALL-UNNAMED -jar "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17561663982405/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \
[2025-08-26T00:29:54.392Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/..; rm -f -r "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17561663982405/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \
[2025-08-26T00:29:54.392Z] echo ""; echo "TEST TEARDOWN:"; \
[2025-08-26T00:29:54.392Z] echo "Nothing to be done for teardown."; \
[2025-08-26T00:29:54.392Z] } 2>&1 | tee -a "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17561663982405/TestTargetResult";
[2025-08-26T00:29:54.392Z]
[2025-08-26T00:29:54.392Z] TEST SETUP:
[2025-08-26T00:29:54.392Z] Nothing to be done for setup.
[2025-08-26T00:29:54.392Z]
[2025-08-26T00:29:54.392Z] TESTING:
[2025-08-26T00:30:16.055Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 3 (out of 3) threads.
[2025-08-26T00:30:16.056Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ======
[2025-08-26T00:30:16.056Z] GC before operation: completed in 144.263 ms, heap usage 58.772 MB -> 28.720 MB.
[2025-08-26T00:30:59.447Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:31:08.978Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:31:22.121Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:31:40.828Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:31:48.801Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:32:01.816Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:32:14.948Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:32:23.569Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:32:23.977Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (129127.359 ms) ======
[2025-08-26T00:32:23.977Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ======
[2025-08-26T00:32:23.977Z] GC before operation: completed in 220.379 ms, heap usage 134.023 MB -> 36.574 MB.
[2025-08-26T00:32:39.127Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:32:52.414Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:33:06.984Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:33:17.637Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:33:36.211Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:33:43.796Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:33:55.001Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:34:05.798Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:34:06.358Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (102258.308 ms) ======
[2025-08-26T00:34:06.358Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ======
[2025-08-26T00:34:07.976Z] GC before operation: completed in 1291.310 ms, heap usage 747.064 MB -> 38.273 MB.
[2025-08-26T00:34:26.837Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:34:37.872Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:34:56.632Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:35:03.988Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:35:12.899Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:35:20.091Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:35:28.875Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:35:37.797Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:35:37.797Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (89836.359 ms) ======
[2025-08-26T00:35:37.798Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ======
[2025-08-26T00:35:37.798Z] GC before operation: completed in 218.902 ms, heap usage 213.726 MB -> 39.695 MB.
[2025-08-26T00:35:56.498Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:36:11.991Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:36:19.535Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:36:30.459Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:36:41.165Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:36:50.514Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:36:59.072Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:37:09.932Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:37:10.424Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (92543.337 ms) ======
[2025-08-26T00:37:10.424Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ======
[2025-08-26T00:37:11.380Z] GC before operation: completed in 1133.752 ms, heap usage 263.316 MB -> 40.657 MB.
[2025-08-26T00:37:30.202Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:37:37.736Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:37:48.836Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:38:04.237Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:38:15.288Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:38:22.515Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:38:31.563Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:38:50.528Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:38:50.528Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (99322.768 ms) ======
[2025-08-26T00:38:50.528Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ======
[2025-08-26T00:38:50.974Z] GC before operation: completed in 330.795 ms, heap usage 876.761 MB -> 40.591 MB.
[2025-08-26T00:39:06.271Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:39:25.081Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:39:33.990Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:39:42.956Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:39:55.941Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:40:11.397Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:40:20.266Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:40:29.131Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:40:29.131Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (97445.923 ms) ======
[2025-08-26T00:40:29.131Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ======
[2025-08-26T00:40:29.131Z] GC before operation: completed in 440.484 ms, heap usage 409.076 MB -> 40.861 MB.
[2025-08-26T00:40:44.281Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:40:57.660Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:41:04.912Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:41:13.949Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:41:21.363Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:41:33.999Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:41:45.175Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:41:54.127Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:41:54.127Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (84334.203 ms) ======
[2025-08-26T00:41:54.127Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ======
[2025-08-26T00:41:54.127Z] GC before operation: completed in 225.069 ms, heap usage 82.355 MB -> 40.516 MB.
[2025-08-26T00:42:07.079Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:42:15.891Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:42:24.440Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:42:33.103Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:42:41.802Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:42:49.152Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:42:57.863Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:43:16.614Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:43:16.614Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (80561.897 ms) ======
[2025-08-26T00:43:16.614Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ======
[2025-08-26T00:43:16.614Z] GC before operation: completed in 242.321 ms, heap usage 731.256 MB -> 41.035 MB.
[2025-08-26T00:43:27.365Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:43:34.866Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:43:45.756Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:43:55.347Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:44:04.043Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:44:19.612Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:44:25.796Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:44:33.031Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:44:33.031Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (78644.609 ms) ======
[2025-08-26T00:44:33.031Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ======
[2025-08-26T00:44:33.031Z] GC before operation: completed in 241.714 ms, heap usage 518.078 MB -> 40.791 MB.
[2025-08-26T00:44:48.069Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:45:01.193Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:45:08.557Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:45:15.813Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:45:22.879Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:45:41.463Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:45:46.048Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:45:54.856Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:45:54.856Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (80509.985 ms) ======
[2025-08-26T00:45:54.856Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ======
[2025-08-26T00:45:54.856Z] GC before operation: completed in 327.789 ms, heap usage 592.681 MB -> 40.581 MB.
[2025-08-26T00:46:16.911Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:46:22.726Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:46:31.556Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:46:42.578Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:46:58.167Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:47:03.181Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:47:13.497Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:47:29.312Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:47:29.312Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (94574.155 ms) ======
[2025-08-26T00:47:29.312Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ======
[2025-08-26T00:47:29.312Z] GC before operation: completed in 222.955 ms, heap usage 655.899 MB -> 40.972 MB.
[2025-08-26T00:47:41.743Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:47:50.839Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:48:01.504Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:48:12.186Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:48:28.058Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:48:34.128Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:48:43.101Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:48:52.101Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:48:52.101Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (82064.394 ms) ======
[2025-08-26T00:48:52.101Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ======
[2025-08-26T00:48:52.101Z] GC before operation: completed in 195.313 ms, heap usage 774.040 MB -> 40.759 MB.
[2025-08-26T00:49:07.545Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:49:23.057Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:49:33.583Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:49:46.724Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:49:57.677Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:50:08.652Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:50:22.101Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:50:32.938Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:50:32.938Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (100815.576 ms) ======
[2025-08-26T00:50:32.938Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ======
[2025-08-26T00:50:32.938Z] GC before operation: completed in 211.579 ms, heap usage 650.819 MB -> 40.550 MB.
[2025-08-26T00:50:48.650Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:50:57.648Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:51:06.716Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:51:17.495Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:51:25.020Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:51:38.196Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:51:51.342Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:52:00.193Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:52:00.614Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (88311.273 ms) ======
[2025-08-26T00:52:00.614Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ======
[2025-08-26T00:52:00.615Z] GC before operation: completed in 257.506 ms, heap usage 241.916 MB -> 40.824 MB.
[2025-08-26T00:52:16.000Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:52:31.437Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:52:36.183Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:52:46.637Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:52:55.696Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:53:02.855Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:53:13.844Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:53:24.477Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:53:24.477Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (82657.035 ms) ======
[2025-08-26T00:53:24.477Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ======
[2025-08-26T00:53:24.477Z] GC before operation: completed in 388.241 ms, heap usage 671.364 MB -> 40.686 MB.
[2025-08-26T00:53:45.983Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:53:53.319Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:54:02.024Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:54:11.211Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:54:20.153Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:54:28.974Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:54:44.479Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:54:55.327Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:54:55.327Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (90045.585 ms) ======
[2025-08-26T00:54:55.327Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ======
[2025-08-26T00:54:55.327Z] GC before operation: completed in 265.864 ms, heap usage 444.875 MB -> 41.005 MB.
[2025-08-26T00:55:08.317Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:55:27.333Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:55:34.634Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:55:45.179Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:55:55.772Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:56:03.029Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:56:21.366Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:56:24.201Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:56:24.201Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (90153.112 ms) ======
[2025-08-26T00:56:24.201Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ======
[2025-08-26T00:56:25.107Z] GC before operation: completed in 711.536 ms, heap usage 347.306 MB -> 40.759 MB.
[2025-08-26T00:56:40.005Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:56:47.248Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:56:56.414Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:57:15.188Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:57:19.918Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:57:28.869Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:57:47.423Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:57:53.124Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:57:53.124Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (88357.510 ms) ======
[2025-08-26T00:57:53.124Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ======
[2025-08-26T00:57:54.115Z] GC before operation: completed in 997.413 ms, heap usage 1.050 GB -> 40.649 MB.
[2025-08-26T00:58:09.317Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:58:28.212Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T00:58:33.060Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T00:58:43.693Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T00:58:51.087Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T00:59:01.709Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T00:59:17.363Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T00:59:24.675Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T00:59:24.675Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (90518.871 ms) ======
[2025-08-26T00:59:24.675Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ======
[2025-08-26T00:59:25.230Z] GC before operation: completed in 319.628 ms, heap usage 480.304 MB -> 40.920 MB.
[2025-08-26T00:59:40.543Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T00:59:58.722Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:00:04.862Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:00:17.590Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:00:26.319Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:00:36.869Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:00:54.909Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:01:03.803Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:01:03.803Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (97409.914 ms) ======
[2025-08-26T01:01:03.803Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ======
[2025-08-26T01:01:03.803Z] GC before operation: completed in 302.780 ms, heap usage 525.946 MB -> 40.756 MB.
[2025-08-26T01:01:19.361Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:01:27.926Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:01:43.631Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:01:52.511Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:02:08.025Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:02:18.931Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:02:28.127Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:02:46.463Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:02:46.463Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (101387.531 ms) ======
[2025-08-26T01:02:46.463Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ======
[2025-08-26T01:02:46.463Z] GC before operation: completed in 302.111 ms, heap usage 738.043 MB -> 40.538 MB.
[2025-08-26T01:02:59.220Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:03:08.657Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:03:17.555Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:03:26.242Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:03:32.107Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:03:40.876Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:03:53.793Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:04:05.022Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:04:05.022Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (79186.661 ms) ======
[2025-08-26T01:04:05.022Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ======
[2025-08-26T01:04:05.022Z] GC before operation: completed in 269.893 ms, heap usage 514.058 MB -> 40.854 MB.
[2025-08-26T01:04:20.401Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:04:33.767Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:04:44.909Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:04:54.042Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:05:03.107Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:05:09.257Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:05:22.468Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:05:33.405Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:05:33.405Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (88399.772 ms) ======
[2025-08-26T01:05:33.405Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ======
[2025-08-26T01:05:33.405Z] GC before operation: completed in 262.161 ms, heap usage 493.416 MB -> 40.677 MB.
[2025-08-26T01:05:46.365Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:05:55.513Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:06:04.902Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:06:13.829Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:06:22.654Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:06:33.586Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:06:46.672Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:06:55.519Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:06:55.519Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (82140.116 ms) ======
[2025-08-26T01:06:55.519Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ======
[2025-08-26T01:06:55.519Z] GC before operation: completed in 329.450 ms, heap usage 338.609 MB -> 40.953 MB.
[2025-08-26T01:07:08.583Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:07:26.976Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:07:35.871Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:07:46.759Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:07:55.609Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:08:06.459Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:08:19.648Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:08:30.622Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:08:30.622Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (94124.191 ms) ======
[2025-08-26T01:08:30.622Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ======
[2025-08-26T01:08:30.622Z] GC before operation: completed in 274.209 ms, heap usage 928.867 MB -> 40.842 MB.
[2025-08-26T01:08:52.401Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:08:59.610Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:09:08.388Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:09:19.295Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:09:28.119Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:09:35.395Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:09:42.692Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:09:49.908Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:09:49.908Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (80364.730 ms) ======
[2025-08-26T01:09:49.908Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ======
[2025-08-26T01:09:50.313Z] GC before operation: completed in 402.257 ms, heap usage 293.722 MB -> 40.519 MB.
[2025-08-26T01:10:05.415Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:10:14.233Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:10:32.803Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:10:39.029Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:10:50.054Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:10:59.151Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:11:07.886Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:11:15.173Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:11:15.635Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (85134.894 ms) ======
[2025-08-26T01:11:15.635Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ======
[2025-08-26T01:11:16.047Z] GC before operation: completed in 666.458 ms, heap usage 359.366 MB -> 40.872 MB.
[2025-08-26T01:11:34.580Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:11:47.833Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:11:56.795Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:12:05.652Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:12:16.331Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:12:32.003Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:12:41.060Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:12:49.832Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:12:49.832Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (93849.589 ms) ======
[2025-08-26T01:12:49.832Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ======
[2025-08-26T01:12:50.285Z] GC before operation: completed in 195.361 ms, heap usage 534.687 MB -> 40.698 MB.
[2025-08-26T01:13:12.022Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:13:20.906Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:13:31.600Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:13:40.565Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:13:49.610Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:14:00.463Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:14:09.723Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:14:18.647Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:14:18.647Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (87942.236 ms) ======
[2025-08-26T01:14:18.647Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ======
[2025-08-26T01:14:18.647Z] GC before operation: completed in 224.107 ms, heap usage 588.317 MB -> 41.050 MB.
[2025-08-26T01:14:31.693Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:14:50.498Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:14:56.337Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:15:06.725Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:15:15.589Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:15:22.971Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:15:31.658Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:15:40.765Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:15:40.765Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (82010.869 ms) ======
[2025-08-26T01:15:40.765Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ======
[2025-08-26T01:15:40.765Z] GC before operation: completed in 274.224 ms, heap usage 131.392 MB -> 40.757 MB.
[2025-08-26T01:15:59.330Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:16:06.669Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:16:14.068Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:16:21.237Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:16:27.376Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:16:32.990Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:16:48.064Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:16:48.428Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:16:48.428Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (67966.702 ms) ======
[2025-08-26T01:16:48.428Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ======
[2025-08-26T01:16:48.428Z] GC before operation: completed in 93.545 ms, heap usage 231.665 MB -> 40.596 MB.
[2025-08-26T01:16:51.765Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:16:56.261Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:17:02.703Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:17:17.700Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:17:19.707Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:17:23.238Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:17:26.810Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:17:30.344Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:17:30.344Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (41634.733 ms) ======
[2025-08-26T01:17:30.344Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ======
[2025-08-26T01:17:30.344Z] GC before operation: completed in 115.504 ms, heap usage 734.679 MB -> 41.007 MB.
[2025-08-26T01:17:35.862Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:17:40.556Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:17:51.150Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:17:58.160Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:18:00.094Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:18:02.075Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:18:05.793Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:18:09.257Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:18:09.257Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (38640.956 ms) ======
[2025-08-26T01:18:09.257Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ======
[2025-08-26T01:18:09.257Z] GC before operation: completed in 118.327 ms, heap usage 189.698 MB -> 40.750 MB.
[2025-08-26T01:18:16.176Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:18:18.827Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:18:27.451Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:18:36.043Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:18:38.703Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:18:41.304Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:18:43.194Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:18:47.791Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:18:48.221Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (38866.327 ms) ======
[2025-08-26T01:18:48.221Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ======
[2025-08-26T01:18:48.221Z] GC before operation: completed in 122.578 ms, heap usage 115.199 MB -> 40.512 MB.
[2025-08-26T01:18:53.849Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:18:57.408Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:19:02.121Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:19:17.587Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:19:19.528Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:19:21.415Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:19:24.028Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:19:29.838Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:19:29.838Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (41045.540 ms) ======
[2025-08-26T01:19:29.838Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ======
[2025-08-26T01:19:29.838Z] GC before operation: completed in 202.311 ms, heap usage 404.803 MB -> 40.917 MB.
[2025-08-26T01:19:33.344Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:19:36.916Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:19:41.321Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:19:48.234Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:19:56.830Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:19:59.389Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:20:01.327Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:20:04.047Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:20:04.047Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (34237.376 ms) ======
[2025-08-26T01:20:04.047Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ======
[2025-08-26T01:20:04.047Z] GC before operation: completed in 97.981 ms, heap usage 735.115 MB -> 40.732 MB.
[2025-08-26T01:20:08.429Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:20:11.984Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:20:15.462Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:20:19.066Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:20:22.723Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:20:37.677Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:20:39.006Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:20:42.469Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:20:42.469Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (38852.598 ms) ======
[2025-08-26T01:20:42.469Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ======
[2025-08-26T01:20:42.863Z] GC before operation: completed in 172.034 ms, heap usage 115.669 MB -> 40.957 MB.
[2025-08-26T01:20:51.302Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:21:00.178Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:21:16.082Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:21:19.054Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:21:26.349Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:21:35.253Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:21:53.453Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:21:58.431Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:21:58.810Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (75894.535 ms) ======
[2025-08-26T01:21:58.810Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ======
[2025-08-26T01:21:58.810Z] GC before operation: completed in 280.328 ms, heap usage 321.687 MB -> 40.785 MB.
[2025-08-26T01:22:14.584Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:22:33.467Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:22:39.354Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:22:48.417Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:22:56.190Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:23:05.144Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:23:23.568Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:23:29.700Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:23:29.700Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (90273.878 ms) ======
[2025-08-26T01:23:29.700Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ======
[2025-08-26T01:23:29.700Z] GC before operation: completed in 239.536 ms, heap usage 320.035 MB -> 40.575 MB.
[2025-08-26T01:23:51.850Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-08-26T01:23:58.985Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-08-26T01:24:09.620Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-08-26T01:24:28.243Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-08-26T01:24:35.684Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-08-26T01:24:42.913Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-08-26T01:24:53.508Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-08-26T01:25:09.468Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-08-26T01:25:09.468Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (99993.054 ms) ======
[2025-08-26T01:25:10.931Z] -----------------------------------
[2025-08-26T01:25:10.931Z] renaissance-gauss-mix_0_PASSED
[2025-08-26T01:25:10.931Z] -----------------------------------
[2025-08-26T01:25:10.931Z]
[2025-08-26T01:25:10.931Z] TEST TEARDOWN:
[2025-08-26T01:25:10.931Z] Nothing to be done for teardown.
[2025-08-26T01:25:10.931Z] renaissance-gauss-mix_0 Finish Time: Mon Aug 25 18:25:10 2025 Epoch Time (ms): 1756171510405