[2025-06-28T04:49:30.866Z] Running test renaissance-gauss-mix_0 ... [2025-06-28T04:49:30.866Z] =============================================== [2025-06-28T04:49:30.866Z] renaissance-gauss-mix_0 Start Time: Sat Jun 28 04:49:30 2025 Epoch Time (ms): 1751086170493 [2025-06-28T04:49:30.866Z] variation: NoOptions [2025-06-28T04:49:30.866Z] JVM_OPTIONS: [2025-06-28T04:49:30.866Z] { \ [2025-06-28T04:49:30.866Z] echo ""; echo "TEST SETUP:"; \ [2025-06-28T04:49:30.866Z] echo "Nothing to be done for setup."; \ [2025-06-28T04:49:30.866Z] mkdir -p "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17510850162280/renaissance-gauss-mix_0"; \ [2025-06-28T04:49:30.866Z] cd "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17510850162280/renaissance-gauss-mix_0"; \ [2025-06-28T04:49:30.866Z] echo ""; echo "TESTING:"; \ [2025-06-28T04:49:30.866Z] "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_linux/jdkbinary/j2sdk-image/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 "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17510850162280/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-06-28T04:49:30.866Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /home/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_linux/aqa-tests/TKG/..; rm -f -r "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17510850162280/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-06-28T04:49:30.866Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-06-28T04:49:30.866Z] echo "Nothing to be done for teardown."; \ [2025-06-28T04:49:30.866Z] } 2>&1 | tee -a "/home/jenkins/workspace/Test_openjdk21_hs_extended.perf_x86-64_linux/aqa-tests/TKG/../TKG/output_17510850162280/TestTargetResult"; [2025-06-28T04:49:30.866Z] [2025-06-28T04:49:30.866Z] TEST SETUP: [2025-06-28T04:49:30.866Z] Nothing to be done for setup. [2025-06-28T04:49:30.866Z] [2025-06-28T04:49:30.866Z] TESTING: [2025-06-28T04:49:41.615Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 2 (out of 2) threads. [2025-06-28T04:49:41.615Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-06-28T04:49:41.615Z] GC before operation: completed in 46.462 ms, heap usage 61.137 MB -> 28.984 MB. [2025-06-28T04:49:52.362Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:49:54.619Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:49:58.364Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:50:01.302Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:50:04.242Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:50:06.460Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:50:08.679Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:50:10.900Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:50:11.223Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (29359.552 ms) ====== [2025-06-28T04:50:11.223Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-06-28T04:50:11.223Z] GC before operation: completed in 98.870 ms, heap usage 244.219 MB -> 36.638 MB. [2025-06-28T04:50:13.508Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:50:16.456Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:50:18.696Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:50:20.917Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:50:23.864Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:50:26.087Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:50:28.306Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:50:30.527Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:50:30.527Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (19351.984 ms) ====== [2025-06-28T04:50:30.527Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-06-28T04:50:30.527Z] GC before operation: completed in 81.914 ms, heap usage 73.016 MB -> 37.962 MB. [2025-06-28T04:50:32.763Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:50:35.677Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:50:37.307Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:50:39.621Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:50:41.851Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:50:44.094Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:50:46.317Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:50:48.541Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:50:48.541Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (17930.408 ms) ====== [2025-06-28T04:50:48.541Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-06-28T04:50:48.541Z] GC before operation: completed in 80.778 ms, heap usage 174.571 MB -> 39.532 MB. [2025-06-28T04:50:50.781Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:50:52.998Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:50:55.230Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:50:57.577Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:50:59.800Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:51:02.721Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:51:04.944Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:51:06.577Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:51:06.899Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (18099.305 ms) ====== [2025-06-28T04:51:06.899Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-06-28T04:51:06.899Z] GC before operation: completed in 81.540 ms, heap usage 48.458 MB -> 40.397 MB. [2025-06-28T04:51:09.158Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:51:11.380Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:51:13.604Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:51:15.825Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:51:18.047Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:51:20.268Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:51:22.517Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:51:24.734Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:51:24.735Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (17633.489 ms) ====== [2025-06-28T04:51:24.735Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-06-28T04:51:24.735Z] GC before operation: completed in 80.394 ms, heap usage 209.500 MB -> 40.224 MB. [2025-06-28T04:51:27.032Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:51:29.251Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:51:31.470Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:51:33.690Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:51:35.910Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:51:38.128Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:51:40.345Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:51:42.580Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:51:42.580Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (17691.526 ms) ====== [2025-06-28T04:51:42.580Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-06-28T04:51:42.580Z] GC before operation: completed in 79.729 ms, heap usage 211.240 MB -> 40.573 MB. [2025-06-28T04:51:44.819Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:51:47.037Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:51:48.747Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:51:50.973Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:51:53.194Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:51:55.461Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:51:57.677Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:51:59.892Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:51:59.892Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (17542.425 ms) ====== [2025-06-28T04:51:59.892Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-06-28T04:51:59.892Z] GC before operation: completed in 80.167 ms, heap usage 118.000 MB -> 40.332 MB. [2025-06-28T04:52:02.109Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:52:04.328Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:52:06.548Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:52:08.776Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:52:10.995Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:52:13.214Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:52:14.920Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:52:17.163Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:52:17.163Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (17181.893 ms) ====== [2025-06-28T04:52:17.163Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-06-28T04:52:17.163Z] GC before operation: completed in 94.192 ms, heap usage 230.825 MB -> 40.729 MB. [2025-06-28T04:52:19.384Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:52:21.603Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:52:23.841Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:52:26.104Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:52:27.750Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:52:31.449Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:52:32.142Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:52:34.361Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:52:34.361Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (16858.813 ms) ====== [2025-06-28T04:52:34.361Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-06-28T04:52:34.361Z] GC before operation: completed in 81.482 ms, heap usage 71.960 MB -> 40.424 MB. [2025-06-28T04:52:36.587Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:52:38.807Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:52:40.501Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:52:42.727Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:52:44.951Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:52:47.171Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:52:48.800Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:52:51.017Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:52:51.017Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (16769.985 ms) ====== [2025-06-28T04:52:51.017Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-06-28T04:52:51.017Z] GC before operation: completed in 75.588 ms, heap usage 161.702 MB -> 40.318 MB. [2025-06-28T04:52:53.237Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:52:55.458Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:52:57.675Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:52:59.895Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:53:02.113Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:53:04.390Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:53:06.612Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:53:09.521Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:53:09.521Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (18071.790 ms) ====== [2025-06-28T04:53:09.521Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-06-28T04:53:09.521Z] GC before operation: completed in 81.848 ms, heap usage 120.642 MB -> 40.609 MB. [2025-06-28T04:53:11.734Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:53:13.362Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:53:15.596Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:53:17.810Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:53:20.042Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:53:22.258Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:53:24.480Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:53:26.107Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:53:26.107Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (16997.721 ms) ====== [2025-06-28T04:53:26.107Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-06-28T04:53:26.107Z] GC before operation: completed in 79.330 ms, heap usage 144.778 MB -> 40.491 MB. [2025-06-28T04:53:28.393Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:53:30.698Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:53:32.917Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:53:35.132Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:53:37.355Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:53:38.990Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:53:41.208Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:53:43.491Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:53:43.491Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (17035.118 ms) ====== [2025-06-28T04:53:43.491Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-06-28T04:53:43.491Z] GC before operation: completed in 70.325 ms, heap usage 109.191 MB -> 40.250 MB. [2025-06-28T04:53:45.708Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:53:47.926Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:53:50.145Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:53:51.839Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:53:54.052Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:53:56.309Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:53:57.933Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:54:00.152Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:54:00.152Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (16656.487 ms) ====== [2025-06-28T04:54:00.152Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-06-28T04:54:00.152Z] GC before operation: completed in 72.548 ms, heap usage 310.808 MB -> 40.697 MB. [2025-06-28T04:54:02.372Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:54:04.647Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:54:06.278Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:54:08.502Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:54:10.718Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:54:12.939Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:54:14.655Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:54:16.957Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:54:16.957Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (16853.220 ms) ====== [2025-06-28T04:54:16.957Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-06-28T04:54:16.957Z] GC before operation: completed in 68.527 ms, heap usage 75.270 MB -> 40.286 MB. [2025-06-28T04:54:19.178Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:54:21.395Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:54:23.607Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:54:25.236Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:54:27.455Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:54:29.731Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:54:31.356Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:54:33.570Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:54:33.570Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (16407.319 ms) ====== [2025-06-28T04:54:33.570Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-06-28T04:54:33.570Z] GC before operation: completed in 74.095 ms, heap usage 350.389 MB -> 40.827 MB. [2025-06-28T04:54:35.794Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:54:38.007Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:54:39.741Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:54:41.964Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:54:44.177Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:54:45.817Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:54:48.036Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:54:50.293Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:54:50.293Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (16566.848 ms) ====== [2025-06-28T04:54:50.293Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-06-28T04:54:50.293Z] GC before operation: completed in 63.792 ms, heap usage 72.207 MB -> 40.466 MB. [2025-06-28T04:54:52.508Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:54:54.726Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:54:56.951Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:54:58.585Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:55:00.876Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:55:02.578Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:55:04.812Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:55:07.031Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:55:07.031Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (16765.966 ms) ====== [2025-06-28T04:55:07.031Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-06-28T04:55:07.031Z] GC before operation: completed in 66.342 ms, heap usage 214.174 MB -> 40.375 MB. [2025-06-28T04:55:09.242Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:55:11.456Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:55:13.082Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:55:15.294Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:55:17.512Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:55:19.746Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:55:21.400Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:55:23.654Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:55:23.655Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (16590.037 ms) ====== [2025-06-28T04:55:23.655Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-06-28T04:55:23.655Z] GC before operation: completed in 66.504 ms, heap usage 48.994 MB -> 40.531 MB. [2025-06-28T04:55:25.878Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:55:28.092Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:55:30.397Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:55:32.038Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:55:34.253Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:55:36.510Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:55:38.731Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:55:40.369Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:55:40.369Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (16820.404 ms) ====== [2025-06-28T04:55:40.369Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-06-28T04:55:40.369Z] GC before operation: completed in 64.199 ms, heap usage 72.706 MB -> 40.323 MB. [2025-06-28T04:55:43.282Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:55:44.914Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:55:47.133Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:55:49.350Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:55:51.571Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:55:53.894Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:55:56.117Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:55:57.766Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:55:57.766Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (17284.900 ms) ====== [2025-06-28T04:55:57.766Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-06-28T04:55:57.766Z] GC before operation: completed in 74.679 ms, heap usage 376.119 MB -> 40.373 MB. [2025-06-28T04:55:59.990Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:56:02.210Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:56:04.430Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:56:06.640Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:56:08.855Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:56:11.071Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:56:12.727Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:56:14.952Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:56:14.952Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (17070.984 ms) ====== [2025-06-28T04:56:14.952Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-06-28T04:56:14.952Z] GC before operation: completed in 67.820 ms, heap usage 75.926 MB -> 40.482 MB. [2025-06-28T04:56:17.281Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:56:19.501Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:56:21.722Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:56:23.950Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:56:25.627Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:56:27.925Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:56:30.841Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:56:31.532Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:56:31.532Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (16681.882 ms) ====== [2025-06-28T04:56:31.532Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-06-28T04:56:31.854Z] GC before operation: completed in 68.321 ms, heap usage 153.685 MB -> 40.297 MB. [2025-06-28T04:56:34.068Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:56:36.283Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:56:37.911Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:56:40.133Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:56:42.417Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:56:44.057Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:56:46.279Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:56:48.495Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:56:48.495Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (16527.531 ms) ====== [2025-06-28T04:56:48.495Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-06-28T04:56:48.495Z] GC before operation: completed in 76.629 ms, heap usage 153.053 MB -> 40.714 MB. [2025-06-28T04:56:50.726Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:56:52.948Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:56:54.640Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:56:57.554Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:56:59.182Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:57:01.396Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:57:03.093Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:57:05.317Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:57:05.317Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (16950.448 ms) ====== [2025-06-28T04:57:05.317Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-06-28T04:57:05.317Z] GC before operation: completed in 68.044 ms, heap usage 264.527 MB -> 40.595 MB. [2025-06-28T04:57:07.704Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:57:09.982Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:57:11.613Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:57:13.832Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:57:16.052Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:57:18.272Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:57:19.901Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:57:22.201Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:57:22.201Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (16628.519 ms) ====== [2025-06-28T04:57:22.201Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-06-28T04:57:22.201Z] GC before operation: completed in 63.290 ms, heap usage 49.322 MB -> 40.146 MB. [2025-06-28T04:57:24.422Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:57:26.648Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:57:28.275Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:57:30.497Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:57:32.774Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:57:34.402Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:57:36.617Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:57:38.836Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:57:38.836Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (16483.761 ms) ====== [2025-06-28T04:57:38.836Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-06-28T04:57:38.836Z] GC before operation: completed in 62.831 ms, heap usage 56.467 MB -> 40.518 MB. [2025-06-28T04:57:41.062Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:57:42.690Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:57:44.908Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:57:47.128Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:57:48.775Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:57:50.991Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:57:53.248Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:57:54.956Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:57:54.956Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (16394.556 ms) ====== [2025-06-28T04:57:54.956Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-06-28T04:57:54.956Z] GC before operation: completed in 66.536 ms, heap usage 257.198 MB -> 40.521 MB. [2025-06-28T04:57:57.172Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:57:59.445Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:58:01.658Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:58:03.328Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:58:05.547Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:58:07.769Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:58:09.394Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:58:11.610Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:58:11.611Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (16477.484 ms) ====== [2025-06-28T04:58:11.611Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-06-28T04:58:11.611Z] GC before operation: completed in 67.453 ms, heap usage 274.637 MB -> 40.760 MB. [2025-06-28T04:58:13.832Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:58:16.044Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:58:18.262Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:58:19.971Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:58:22.188Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:58:24.404Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:58:26.027Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:58:28.245Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:58:28.245Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (16620.281 ms) ====== [2025-06-28T04:58:28.245Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-06-28T04:58:28.245Z] GC before operation: completed in 64.569 ms, heap usage 54.775 MB -> 40.414 MB. [2025-06-28T04:58:30.463Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:58:32.703Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:58:34.920Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:58:36.553Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:58:38.772Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:58:41.024Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:58:42.725Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:58:44.981Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:58:44.981Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (16330.767 ms) ====== [2025-06-28T04:58:44.981Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-06-28T04:58:44.981Z] GC before operation: completed in 66.895 ms, heap usage 144.713 MB -> 40.327 MB. [2025-06-28T04:58:47.237Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:58:48.864Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:58:51.079Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:58:53.303Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:58:54.957Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:58:57.177Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:58:58.806Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:59:01.024Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:59:01.024Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (16234.013 ms) ====== [2025-06-28T04:59:01.024Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-06-28T04:59:01.024Z] GC before operation: completed in 68.403 ms, heap usage 172.895 MB -> 40.649 MB. [2025-06-28T04:59:03.240Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:59:05.475Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:59:07.219Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:59:09.473Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:59:11.688Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:59:13.311Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:59:15.523Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:59:17.737Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:59:17.737Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (16342.784 ms) ====== [2025-06-28T04:59:17.737Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-06-28T04:59:17.737Z] GC before operation: completed in 65.723 ms, heap usage 152.842 MB -> 40.482 MB. [2025-06-28T04:59:19.360Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:59:21.575Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:59:23.804Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:59:26.017Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:59:28.228Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:59:29.854Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:59:32.111Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:59:33.869Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:59:33.869Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (16509.144 ms) ====== [2025-06-28T04:59:33.869Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-06-28T04:59:33.869Z] GC before operation: completed in 64.389 ms, heap usage 188.205 MB -> 40.280 MB. [2025-06-28T04:59:36.377Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:59:38.003Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:59:40.224Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:59:42.439Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T04:59:44.061Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T04:59:46.273Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T04:59:48.487Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T04:59:50.114Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T04:59:50.114Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (16177.763 ms) ====== [2025-06-28T04:59:50.114Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-06-28T04:59:50.114Z] GC before operation: completed in 71.068 ms, heap usage 287.045 MB -> 40.708 MB. [2025-06-28T04:59:52.330Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T04:59:54.547Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T04:59:56.858Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T04:59:58.485Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T05:00:00.702Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T05:00:02.493Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T05:00:04.331Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T05:00:06.545Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T05:00:06.545Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (16269.030 ms) ====== [2025-06-28T05:00:06.545Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-06-28T05:00:06.545Z] GC before operation: completed in 66.538 ms, heap usage 170.119 MB -> 40.374 MB. [2025-06-28T05:00:08.761Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T05:00:10.989Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T05:00:13.200Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T05:00:14.823Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T05:00:17.039Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T05:00:18.672Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T05:00:21.032Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T05:00:23.251Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T05:00:23.251Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (16326.055 ms) ====== [2025-06-28T05:00:23.251Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-06-28T05:00:23.251Z] GC before operation: completed in 65.969 ms, heap usage 227.444 MB -> 40.749 MB. [2025-06-28T05:00:25.470Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T05:00:27.099Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T05:00:29.318Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T05:00:31.543Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T05:00:33.175Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T05:00:35.389Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T05:00:37.609Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T05:00:39.236Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T05:00:39.236Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (16318.503 ms) ====== [2025-06-28T05:00:39.236Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-06-28T05:00:39.236Z] GC before operation: completed in 67.358 ms, heap usage 279.105 MB -> 40.601 MB. [2025-06-28T05:00:41.473Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T05:00:43.726Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T05:00:45.969Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T05:00:47.662Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T05:00:49.874Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T05:00:52.095Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T05:00:53.738Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T05:00:55.952Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T05:00:55.953Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (16362.910 ms) ====== [2025-06-28T05:00:55.953Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-06-28T05:00:55.953Z] GC before operation: completed in 61.186 ms, heap usage 99.773 MB -> 40.358 MB. [2025-06-28T05:00:58.174Z] Accuracy (validation) = 0.97667 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-06-28T05:00:59.800Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-06-28T05:01:02.030Z] Accuracy (validation) = 0.99333 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-06-28T05:01:04.259Z] Accuracy (validation) = 0.91556 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-06-28T05:01:05.991Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-06-28T05:01:08.211Z] Accuracy (validation) = 0.99444 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-06-28T05:01:09.932Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-06-28T05:01:12.165Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-06-28T05:01:12.165Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (16305.966 ms) ====== [2025-06-28T05:01:12.494Z] ----------------------------------- [2025-06-28T05:01:12.494Z] renaissance-gauss-mix_0_PASSED [2025-06-28T05:01:12.494Z] ----------------------------------- [2025-06-28T05:01:12.494Z] [2025-06-28T05:01:12.494Z] TEST TEARDOWN: [2025-06-28T05:01:12.494Z] Nothing to be done for teardown. [2025-06-28T05:01:12.494Z] renaissance-gauss-mix_0 Finish Time: Sat Jun 28 05:01:12 2025 Epoch Time (ms): 1751086872312