renaissance-gauss-mix_0
[2025-07-16T17:48:20.283Z] Running test renaissance-gauss-mix_0 ...
[2025-07-16T17:48:20.283Z] ===============================================
[2025-07-16T17:48:20.283Z] renaissance-gauss-mix_0 Start Time: Wed Jul 16 10:48:15 2025 Epoch Time (ms): 1752688095898
[2025-07-16T17:48:20.283Z] variation: NoOptions
[2025-07-16T17:48:20.283Z] JVM_OPTIONS:
[2025-07-16T17:48:20.283Z] { \
[2025-07-16T17:48:20.283Z] echo ""; echo "TEST SETUP:"; \
[2025-07-16T17:48:20.283Z] echo "Nothing to be done for setup."; \
[2025-07-16T17:48:20.283Z] mkdir -p "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17526861898925/renaissance-gauss-mix_0"; \
[2025-07-16T17:48:20.283Z] cd "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17526861898925/renaissance-gauss-mix_0"; \
[2025-07-16T17:48:20.283Z] echo ""; echo "TESTING:"; \
[2025-07-16T17:48:20.283Z] "/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_17526861898925/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \
[2025-07-16T17:48:20.283Z] 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_17526861898925/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \
[2025-07-16T17:48:20.283Z] echo ""; echo "TEST TEARDOWN:"; \
[2025-07-16T17:48:20.283Z] echo "Nothing to be done for teardown."; \
[2025-07-16T17:48:20.283Z] } 2>&1 | tee -a "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17526861898925/TestTargetResult";
[2025-07-16T17:48:20.283Z]
[2025-07-16T17:48:20.283Z] TEST SETUP:
[2025-07-16T17:48:20.283Z] Nothing to be done for setup.
[2025-07-16T17:48:20.283Z]
[2025-07-16T17:48:20.283Z] TESTING:
[2025-07-16T17:48:42.389Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 3 (out of 3) threads.
[2025-07-16T17:48:44.089Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ======
[2025-07-16T17:48:44.089Z] GC before operation: completed in 131.102 ms, heap usage 59.156 MB -> 28.731 MB.
[2025-07-16T17:49:35.922Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T17:49:52.385Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T17:50:06.528Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T17:50:20.168Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T17:50:31.551Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T17:50:47.727Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T17:50:57.612Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T17:51:08.660Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T17:51:08.660Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (143060.104 ms) ======
[2025-07-16T17:51:08.660Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ======
[2025-07-16T17:51:08.660Z] GC before operation: completed in 307.818 ms, heap usage 185.490 MB -> 36.616 MB.
[2025-07-16T17:51:24.222Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T17:51:33.690Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T17:51:43.171Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T17:51:52.832Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T17:52:04.332Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T17:52:15.898Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T17:52:27.011Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T17:52:36.544Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T17:52:36.544Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (87943.377 ms) ======
[2025-07-16T17:52:36.544Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ======
[2025-07-16T17:52:36.544Z] GC before operation: completed in 216.901 ms, heap usage 142.977 MB -> 38.185 MB.
[2025-07-16T17:52:59.681Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T17:53:08.991Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T17:53:20.180Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T17:53:31.645Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T17:53:39.160Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T17:53:46.645Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T17:53:57.832Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T17:54:07.004Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T17:54:07.004Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (90750.027 ms) ======
[2025-07-16T17:54:07.004Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ======
[2025-07-16T17:54:07.004Z] GC before operation: completed in 233.928 ms, heap usage 412.411 MB -> 39.806 MB.
[2025-07-16T17:54:16.850Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T17:54:27.853Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T17:54:39.002Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T17:54:48.087Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T17:54:57.725Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T17:55:07.362Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T17:55:17.024Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T17:55:26.129Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T17:55:26.129Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (79537.191 ms) ======
[2025-07-16T17:55:26.129Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ======
[2025-07-16T17:55:26.553Z] GC before operation: completed in 198.252 ms, heap usage 131.953 MB -> 40.635 MB.
[2025-07-16T17:55:35.902Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T17:55:43.408Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T17:55:52.692Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T17:56:03.735Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T17:56:11.725Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T17:56:19.171Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T17:56:28.508Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T17:56:37.811Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T17:56:38.367Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (71667.641 ms) ======
[2025-07-16T17:56:38.367Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ======
[2025-07-16T17:56:39.299Z] GC before operation: completed in 957.732 ms, heap usage 312.890 MB -> 40.544 MB.
[2025-07-16T17:56:58.158Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T17:57:07.592Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T17:57:20.977Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T17:57:30.156Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T17:57:37.489Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T17:57:43.492Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T17:57:52.628Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T17:58:02.347Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T17:58:02.347Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (82192.625 ms) ======
[2025-07-16T17:58:02.347Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ======
[2025-07-16T17:58:02.347Z] GC before operation: completed in 219.773 ms, heap usage 281.991 MB -> 40.866 MB.
[2025-07-16T17:58:11.463Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T17:58:21.932Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T17:58:31.468Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T17:58:38.784Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T17:58:48.159Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T17:58:57.794Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T17:59:09.564Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T17:59:18.752Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T17:59:18.752Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (77198.534 ms) ======
[2025-07-16T17:59:18.752Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ======
[2025-07-16T17:59:19.288Z] GC before operation: completed in 405.029 ms, heap usage 168.814 MB -> 40.621 MB.
[2025-07-16T17:59:30.093Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T17:59:41.229Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T17:59:52.252Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:00:03.996Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:00:13.154Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:00:20.547Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:00:31.872Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:00:47.785Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:00:47.785Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (87224.174 ms) ======
[2025-07-16T18:00:47.785Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ======
[2025-07-16T18:00:47.785Z] GC before operation: completed in 296.138 ms, heap usage 404.976 MB -> 41.087 MB.
[2025-07-16T18:01:01.162Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:01:12.311Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:01:29.716Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:01:37.098Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:01:46.265Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:01:57.247Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:02:06.316Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:02:15.570Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:02:15.570Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (88879.514 ms) ======
[2025-07-16T18:02:15.570Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ======
[2025-07-16T18:02:15.570Z] GC before operation: completed in 234.155 ms, heap usage 622.140 MB -> 40.987 MB.
[2025-07-16T18:02:26.465Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:02:35.597Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:02:48.627Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:02:57.510Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:03:07.008Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:03:18.359Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:03:29.276Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:03:35.149Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:03:35.149Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (79404.844 ms) ======
[2025-07-16T18:03:35.149Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ======
[2025-07-16T18:03:35.149Z] GC before operation: completed in 217.903 ms, heap usage 331.590 MB -> 40.628 MB.
[2025-07-16T18:03:44.135Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:03:53.237Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:04:02.572Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:04:11.940Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:04:21.165Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:04:26.084Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:04:35.390Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:04:44.188Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:04:44.188Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (68682.467 ms) ======
[2025-07-16T18:04:44.188Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ======
[2025-07-16T18:04:44.188Z] GC before operation: completed in 261.668 ms, heap usage 264.408 MB -> 40.955 MB.
[2025-07-16T18:04:56.077Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:05:07.270Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:05:16.467Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:05:26.041Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:05:34.956Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:05:53.309Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:05:58.453Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:06:09.311Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:06:09.311Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (83925.765 ms) ======
[2025-07-16T18:06:09.311Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ======
[2025-07-16T18:06:09.311Z] GC before operation: completed in 465.061 ms, heap usage 418.508 MB -> 40.828 MB.
[2025-07-16T18:06:20.104Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:06:29.523Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:06:40.794Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:06:50.162Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:06:59.564Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:07:10.996Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:07:22.012Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:07:29.457Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:07:29.457Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (80012.074 ms) ======
[2025-07-16T18:07:29.457Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ======
[2025-07-16T18:07:29.457Z] GC before operation: completed in 199.682 ms, heap usage 582.954 MB -> 40.673 MB.
[2025-07-16T18:07:40.347Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:07:48.019Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:07:57.393Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:08:06.518Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:08:14.280Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:08:23.484Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:08:34.593Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:08:42.208Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:08:42.208Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (72361.788 ms) ======
[2025-07-16T18:08:42.208Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ======
[2025-07-16T18:08:42.208Z] GC before operation: completed in 289.706 ms, heap usage 70.599 MB -> 40.867 MB.
[2025-07-16T18:08:54.975Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:09:04.593Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:09:15.771Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:09:24.919Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:09:32.527Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:09:41.351Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:09:49.021Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:09:58.352Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:09:58.352Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (75441.295 ms) ======
[2025-07-16T18:09:58.352Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ======
[2025-07-16T18:09:58.352Z] GC before operation: completed in 319.260 ms, heap usage 577.887 MB -> 40.811 MB.
[2025-07-16T18:10:12.156Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:10:21.383Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:10:30.975Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:10:50.694Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:10:56.863Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:11:06.470Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:11:16.013Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:11:26.989Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:11:26.989Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (88951.478 ms) ======
[2025-07-16T18:11:26.989Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ======
[2025-07-16T18:11:26.989Z] GC before operation: completed in 366.130 ms, heap usage 338.776 MB -> 41.048 MB.
[2025-07-16T18:11:39.831Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:11:48.085Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:11:58.825Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:12:08.730Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:12:17.809Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:12:28.819Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:12:37.670Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:12:50.436Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:12:50.436Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (82278.357 ms) ======
[2025-07-16T18:12:50.436Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ======
[2025-07-16T18:12:50.436Z] GC before operation: completed in 164.700 ms, heap usage 213.393 MB -> 40.762 MB.
[2025-07-16T18:13:03.567Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:13:14.685Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:13:28.098Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:13:35.554Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:13:42.744Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:13:51.563Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:14:01.344Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:14:10.547Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:14:10.547Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (80105.317 ms) ======
[2025-07-16T18:14:10.547Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ======
[2025-07-16T18:14:10.547Z] GC before operation: completed in 233.383 ms, heap usage 303.478 MB -> 40.624 MB.
[2025-07-16T18:14:21.044Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:14:32.581Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:14:41.554Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:14:50.580Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:14:59.579Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:15:10.764Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:15:22.681Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:15:30.578Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:15:30.578Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (81065.644 ms) ======
[2025-07-16T18:15:30.578Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ======
[2025-07-16T18:15:30.578Z] GC before operation: completed in 279.619 ms, heap usage 394.843 MB -> 41.008 MB.
[2025-07-16T18:15:43.572Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:15:51.347Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:16:02.468Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:16:11.945Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:16:19.379Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:16:29.101Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:16:38.258Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:16:49.541Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:16:49.541Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (77794.911 ms) ======
[2025-07-16T18:16:49.541Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ======
[2025-07-16T18:16:49.541Z] GC before operation: completed in 284.305 ms, heap usage 481.027 MB -> 40.834 MB.
[2025-07-16T18:17:03.335Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:17:14.259Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:17:25.571Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:17:34.865Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:17:53.717Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:17:58.571Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:18:06.034Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:18:17.187Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:18:17.769Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (88791.449 ms) ======
[2025-07-16T18:18:17.769Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ======
[2025-07-16T18:18:18.237Z] GC before operation: completed in 417.326 ms, heap usage 305.026 MB -> 40.552 MB.
[2025-07-16T18:18:31.265Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:18:42.730Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:18:56.385Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:19:07.864Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:19:17.091Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:19:28.200Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:19:34.291Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:19:43.297Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:19:43.297Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (85323.697 ms) ======
[2025-07-16T18:19:43.297Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ======
[2025-07-16T18:19:43.776Z] GC before operation: completed in 242.922 ms, heap usage 310.042 MB -> 40.903 MB.
[2025-07-16T18:19:57.250Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:20:08.501Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:20:17.465Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:20:25.212Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:20:34.739Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:20:44.213Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:20:55.373Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:21:04.569Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:21:04.569Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (81013.639 ms) ======
[2025-07-16T18:21:04.569Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ======
[2025-07-16T18:21:04.980Z] GC before operation: completed in 319.190 ms, heap usage 310.708 MB -> 40.684 MB.
[2025-07-16T18:21:18.268Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:21:29.774Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:21:38.905Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:21:48.032Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:21:57.603Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:22:06.713Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:22:15.960Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:22:24.802Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:22:24.802Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (78760.791 ms) ======
[2025-07-16T18:22:24.802Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ======
[2025-07-16T18:22:24.802Z] GC before operation: completed in 273.484 ms, heap usage 197.525 MB -> 40.967 MB.
[2025-07-16T18:22:37.853Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:22:48.812Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:23:00.428Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:23:08.121Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:23:21.686Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:23:30.939Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:23:38.261Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:23:48.008Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:23:48.008Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (82748.074 ms) ======
[2025-07-16T18:23:48.008Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ======
[2025-07-16T18:23:48.008Z] GC before operation: completed in 210.037 ms, heap usage 255.914 MB -> 40.783 MB.
[2025-07-16T18:23:59.368Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:24:10.807Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:24:21.451Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:24:30.621Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:24:38.319Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:24:49.609Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:24:58.921Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:25:10.066Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:25:10.066Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (83050.482 ms) ======
[2025-07-16T18:25:10.066Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ======
[2025-07-16T18:25:10.563Z] GC before operation: completed in 311.924 ms, heap usage 627.871 MB -> 40.767 MB.
[2025-07-16T18:25:21.355Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:25:30.668Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:25:41.405Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:25:50.405Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:25:59.699Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:26:07.277Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:26:16.553Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:26:25.501Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:26:25.501Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (74378.759 ms) ======
[2025-07-16T18:26:25.501Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ======
[2025-07-16T18:26:25.501Z] GC before operation: completed in 317.355 ms, heap usage 306.681 MB -> 40.955 MB.
[2025-07-16T18:26:38.766Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:26:52.549Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:27:00.497Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:27:11.584Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:27:20.856Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:27:29.871Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:27:37.419Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:27:45.154Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:27:45.154Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (80107.782 ms) ======
[2025-07-16T18:27:45.154Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ======
[2025-07-16T18:27:45.750Z] GC before operation: completed in 264.422 ms, heap usage 359.246 MB -> 40.744 MB.
[2025-07-16T18:27:58.733Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:28:08.167Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:28:17.666Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:28:28.749Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:28:39.847Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:28:47.145Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:28:58.529Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:29:08.112Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:29:08.112Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (82497.636 ms) ======
[2025-07-16T18:29:08.112Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ======
[2025-07-16T18:29:08.647Z] GC before operation: completed in 504.461 ms, heap usage 151.539 MB -> 41.018 MB.
[2025-07-16T18:29:22.206Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:29:31.795Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:29:41.069Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:29:48.641Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:29:59.689Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:30:07.632Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:30:15.256Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:30:24.745Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:30:24.745Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (75089.817 ms) ======
[2025-07-16T18:30:24.745Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ======
[2025-07-16T18:30:24.745Z] GC before operation: completed in 278.447 ms, heap usage 500.529 MB -> 40.963 MB.
[2025-07-16T18:30:38.035Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:30:49.361Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:30:57.490Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:31:06.830Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:31:15.833Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:31:26.961Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:31:36.159Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:31:42.147Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:31:42.147Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (77901.753 ms) ======
[2025-07-16T18:31:42.147Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ======
[2025-07-16T18:31:42.147Z] GC before operation: completed in 541.826 ms, heap usage 321.524 MB -> 40.680 MB.
[2025-07-16T18:31:52.898Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:32:02.331Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:32:13.269Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:32:24.025Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:32:31.307Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:32:42.254Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:32:51.556Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:33:01.022Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:33:01.022Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (78574.463 ms) ======
[2025-07-16T18:33:01.022Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ======
[2025-07-16T18:33:01.022Z] GC before operation: completed in 301.610 ms, heap usage 580.359 MB -> 41.128 MB.
[2025-07-16T18:33:14.332Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:33:25.457Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:33:32.997Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:33:41.941Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:33:47.855Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:33:56.903Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:34:08.077Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:34:17.005Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:34:17.005Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (75272.951 ms) ======
[2025-07-16T18:34:17.005Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ======
[2025-07-16T18:34:17.005Z] GC before operation: completed in 600.671 ms, heap usage 593.905 MB -> 40.911 MB.
[2025-07-16T18:34:27.802Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:34:38.742Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:34:50.460Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:34:58.025Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:35:09.488Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:35:16.935Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:35:24.553Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:35:33.837Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:35:33.837Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (76359.810 ms) ======
[2025-07-16T18:35:33.837Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ======
[2025-07-16T18:35:34.280Z] GC before operation: completed in 964.280 ms, heap usage 54.440 MB -> 40.599 MB.
[2025-07-16T18:35:44.978Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:36:04.023Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:36:10.469Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:36:19.581Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:36:27.018Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:36:38.242Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:36:47.788Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:36:57.094Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:36:57.094Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (82918.824 ms) ======
[2025-07-16T18:36:57.094Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ======
[2025-07-16T18:36:57.568Z] GC before operation: completed in 388.916 ms, heap usage 578.801 MB -> 41.049 MB.
[2025-07-16T18:37:10.869Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:37:19.981Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:37:29.336Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:37:36.560Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:37:44.335Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:37:51.655Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:37:59.183Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:38:08.762Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:38:08.762Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (71142.226 ms) ======
[2025-07-16T18:38:08.762Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ======
[2025-07-16T18:38:09.310Z] GC before operation: completed in 324.093 ms, heap usage 192.977 MB -> 40.654 MB.
[2025-07-16T18:38:22.449Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:38:28.608Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:38:39.666Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:38:47.705Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:38:56.723Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:39:05.890Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:39:14.957Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:39:24.022Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:39:24.022Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (74630.296 ms) ======
[2025-07-16T18:39:24.022Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ======
[2025-07-16T18:39:24.022Z] GC before operation: completed in 189.596 ms, heap usage 323.664 MB -> 41.077 MB.
[2025-07-16T18:39:37.318Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:39:44.817Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:39:54.029Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:40:05.052Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:40:12.736Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:40:21.777Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:40:32.655Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:40:40.400Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:40:40.400Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (76642.763 ms) ======
[2025-07-16T18:40:40.400Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ======
[2025-07-16T18:40:40.864Z] GC before operation: completed in 247.616 ms, heap usage 146.112 MB -> 40.765 MB.
[2025-07-16T18:40:51.783Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:41:03.245Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:41:14.506Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:41:25.660Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:41:32.956Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:41:39.983Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:41:49.241Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:42:05.573Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:42:05.574Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (84684.063 ms) ======
[2025-07-16T18:42:05.574Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ======
[2025-07-16T18:42:05.574Z] GC before operation: completed in 242.265 ms, heap usage 515.475 MB -> 40.719 MB.
[2025-07-16T18:42:17.030Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-16T18:42:25.926Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-16T18:42:35.051Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-16T18:42:46.153Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-16T18:42:55.378Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-16T18:43:06.796Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-16T18:43:15.911Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-16T18:43:25.240Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-16T18:43:25.834Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (79712.652 ms) ======
[2025-07-16T18:43:30.079Z] -----------------------------------
[2025-07-16T18:43:30.080Z] renaissance-gauss-mix_0_PASSED
[2025-07-16T18:43:30.080Z] -----------------------------------
[2025-07-16T18:43:30.080Z]
[2025-07-16T18:43:30.080Z] TEST TEARDOWN:
[2025-07-16T18:43:30.080Z] Nothing to be done for teardown.
[2025-07-16T18:43:30.492Z] renaissance-gauss-mix_0 Finish Time: Wed Jul 16 11:43:28 2025 Epoch Time (ms): 1752691408231