renaissance-gauss-mix_0
[2025-10-02T11:03:40.487Z] Running test renaissance-gauss-mix_0 ...
[2025-10-02T11:03:40.487Z] ===============================================
[2025-10-02T11:03:40.487Z] renaissance-gauss-mix_0 Start Time: Thu Oct 2 04:03:31 2025 Epoch Time (ms): 1759403011338
[2025-10-02T11:03:40.487Z] variation: NoOptions
[2025-10-02T11:03:40.487Z] JVM_OPTIONS:
[2025-10-02T11:03:40.487Z] { \
[2025-10-02T11:03:40.487Z] echo ""; echo "TEST SETUP:"; \
[2025-10-02T11:03:40.487Z] echo "Nothing to be done for setup."; \
[2025-10-02T11:03:40.487Z] mkdir -p "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17594016547285/renaissance-gauss-mix_0"; \
[2025-10-02T11:03:40.487Z] cd "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17594016547285/renaissance-gauss-mix_0"; \
[2025-10-02T11:03:40.487Z] echo ""; echo "TESTING:"; \
[2025-10-02T11:03:40.487Z] "/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_17594016547285/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \
[2025-10-02T11:03:40.487Z] 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_17594016547285/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \
[2025-10-02T11:03:40.487Z] echo ""; echo "TEST TEARDOWN:"; \
[2025-10-02T11:03:40.487Z] echo "Nothing to be done for teardown."; \
[2025-10-02T11:03:40.487Z] } 2>&1 | tee -a "/Users/admin/workspace/workspace/Test_openjdk11_hs_extended.perf_x86-64_mac_testList_1/aqa-tests/TKG/../TKG/output_17594016547285/TestTargetResult";
[2025-10-02T11:03:40.487Z]
[2025-10-02T11:03:40.487Z] TEST SETUP:
[2025-10-02T11:03:40.487Z] Nothing to be done for setup.
[2025-10-02T11:03:40.487Z]
[2025-10-02T11:03:40.487Z] TESTING:
[2025-10-02T11:03:58.939Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 3 (out of 3) threads.
[2025-10-02T11:03:58.940Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ======
[2025-10-02T11:03:58.940Z] GC before operation: completed in 219.025 ms, heap usage 95.705 MB -> 28.745 MB.
[2025-10-02T11:04:20.271Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:04:26.513Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:04:34.162Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:04:40.040Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:04:45.075Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:04:49.912Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:04:53.733Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:04:57.591Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:04:57.592Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (60135.526 ms) ======
[2025-10-02T11:04:57.592Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ======
[2025-10-02T11:04:58.102Z] GC before operation: completed in 322.857 ms, heap usage 177.079 MB -> 36.477 MB.
[2025-10-02T11:05:03.058Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:05:07.630Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:05:12.557Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:05:16.613Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:05:20.569Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:05:24.779Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:05:28.541Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:05:31.656Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:05:31.656Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (33763.027 ms) ======
[2025-10-02T11:05:31.656Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ======
[2025-10-02T11:05:32.183Z] GC before operation: completed in 342.352 ms, heap usage 334.734 MB -> 38.274 MB.
[2025-10-02T11:05:38.591Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:05:42.710Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:05:47.070Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:05:50.906Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:05:55.049Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:05:58.699Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:06:03.479Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:06:06.539Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:06:06.539Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (34613.883 ms) ======
[2025-10-02T11:06:06.539Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ======
[2025-10-02T11:06:07.035Z] GC before operation: completed in 330.161 ms, heap usage 388.821 MB -> 39.804 MB.
[2025-10-02T11:06:12.962Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:06:18.794Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:06:21.960Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:06:25.681Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:06:29.549Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:06:34.314Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:06:37.076Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:06:41.985Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:06:41.985Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (35002.897 ms) ======
[2025-10-02T11:06:41.985Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ======
[2025-10-02T11:06:42.450Z] GC before operation: completed in 282.914 ms, heap usage 1.008 GB -> 41.110 MB.
[2025-10-02T11:06:48.343Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:06:53.056Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:06:57.642Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:07:01.683Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:07:04.606Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:07:09.244Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:07:12.201Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:07:15.903Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:07:15.903Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (33607.210 ms) ======
[2025-10-02T11:07:15.903Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ======
[2025-10-02T11:07:16.362Z] GC before operation: completed in 409.016 ms, heap usage 135.696 MB -> 40.437 MB.
[2025-10-02T11:07:22.578Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:07:29.972Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:07:34.829Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:07:39.490Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:07:43.589Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:07:48.145Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:07:52.061Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:07:55.819Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:07:56.223Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (39827.288 ms) ======
[2025-10-02T11:07:56.223Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ======
[2025-10-02T11:07:56.697Z] GC before operation: completed in 358.266 ms, heap usage 833.115 MB -> 41.160 MB.
[2025-10-02T11:08:02.755Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:08:07.444Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:08:11.371Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:08:16.144Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:08:19.080Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:08:22.920Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:08:26.772Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:08:31.686Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:08:31.686Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (34811.801 ms) ======
[2025-10-02T11:08:31.686Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ======
[2025-10-02T11:08:31.686Z] GC before operation: completed in 301.615 ms, heap usage 656.368 MB -> 40.852 MB.
[2025-10-02T11:08:37.494Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:08:42.399Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:08:48.405Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:08:52.076Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:08:56.112Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:08:59.873Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:09:03.812Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:09:07.650Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:09:07.650Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (35829.179 ms) ======
[2025-10-02T11:09:07.650Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ======
[2025-10-02T11:09:07.650Z] GC before operation: completed in 383.080 ms, heap usage 649.107 MB -> 41.195 MB.
[2025-10-02T11:09:13.753Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:09:18.458Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:09:21.455Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:09:26.279Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:09:29.093Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:09:33.955Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:09:37.699Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:09:40.540Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:09:40.540Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (32561.262 ms) ======
[2025-10-02T11:09:40.540Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ======
[2025-10-02T11:09:40.540Z] GC before operation: completed in 271.372 ms, heap usage 356.851 MB -> 40.853 MB.
[2025-10-02T11:09:45.397Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:09:51.305Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:09:56.383Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:09:59.433Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:10:03.247Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:10:07.114Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:10:11.093Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:10:15.041Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:10:15.467Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (34699.776 ms) ======
[2025-10-02T11:10:15.467Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ======
[2025-10-02T11:10:15.912Z] GC before operation: completed in 366.477 ms, heap usage 1.053 GB -> 40.996 MB.
[2025-10-02T11:10:20.757Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:10:25.686Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:10:29.456Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:10:34.159Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:10:36.881Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:10:42.150Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:10:46.018Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:10:50.169Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:10:50.608Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (34772.045 ms) ======
[2025-10-02T11:10:50.608Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ======
[2025-10-02T11:10:51.146Z] GC before operation: completed in 384.213 ms, heap usage 464.792 MB -> 41.065 MB.
[2025-10-02T11:10:55.882Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:11:00.573Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:11:05.462Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:11:08.659Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:11:12.371Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:11:16.013Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:11:19.743Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:11:23.470Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:11:23.470Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (32558.360 ms) ======
[2025-10-02T11:11:23.470Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ======
[2025-10-02T11:11:23.470Z] GC before operation: completed in 216.662 ms, heap usage 253.083 MB -> 40.728 MB.
[2025-10-02T11:11:29.281Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:11:33.542Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:11:38.101Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:11:41.833Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:11:45.627Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:11:50.481Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:11:54.365Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:11:58.226Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:11:58.665Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (34850.700 ms) ======
[2025-10-02T11:11:58.665Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ======
[2025-10-02T11:11:58.665Z] GC before operation: completed in 323.077 ms, heap usage 254.606 MB -> 40.531 MB.
[2025-10-02T11:12:04.575Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:12:09.508Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:12:13.583Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:12:17.276Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:12:21.085Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:12:24.884Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:12:28.654Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:12:32.339Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:12:32.339Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (33053.451 ms) ======
[2025-10-02T11:12:32.339Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ======
[2025-10-02T11:12:32.339Z] GC before operation: completed in 348.817 ms, heap usage 771.683 MB -> 41.146 MB.
[2025-10-02T11:12:37.082Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:12:42.137Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:12:46.902Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:12:50.817Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:12:54.558Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:12:58.231Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:13:02.067Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:13:05.823Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:13:05.823Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (33091.659 ms) ======
[2025-10-02T11:13:05.823Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ======
[2025-10-02T11:13:05.823Z] GC before operation: completed in 403.875 ms, heap usage 680.113 MB -> 40.885 MB.
[2025-10-02T11:13:11.508Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:13:16.335Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:13:20.024Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:13:22.949Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:13:27.547Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:13:31.274Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:13:35.320Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:13:38.303Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:13:38.303Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (32657.343 ms) ======
[2025-10-02T11:13:38.304Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ======
[2025-10-02T11:13:38.766Z] GC before operation: completed in 375.472 ms, heap usage 915.984 MB -> 41.349 MB.
[2025-10-02T11:13:44.509Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:13:49.315Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:13:54.262Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:13:57.194Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:14:01.894Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:14:04.807Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:14:08.481Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:14:12.012Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:14:12.012Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (33259.805 ms) ======
[2025-10-02T11:14:12.012Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ======
[2025-10-02T11:14:12.503Z] GC before operation: completed in 355.837 ms, heap usage 1.025 GB -> 41.191 MB.
[2025-10-02T11:14:18.186Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:14:23.182Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:14:26.250Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:14:31.054Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:14:34.747Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:14:37.757Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:14:41.558Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:14:45.416Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:14:45.817Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (33266.867 ms) ======
[2025-10-02T11:14:45.818Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ======
[2025-10-02T11:14:46.361Z] GC before operation: completed in 439.655 ms, heap usage 696.872 MB -> 40.809 MB.
[2025-10-02T11:14:51.050Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:14:55.890Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:14:59.823Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:15:02.730Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:15:06.513Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:15:10.218Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:15:14.187Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:15:17.341Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:15:17.341Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (31310.291 ms) ======
[2025-10-02T11:15:17.341Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ======
[2025-10-02T11:15:17.854Z] GC before operation: completed in 263.148 ms, heap usage 394.932 MB -> 41.015 MB.
[2025-10-02T11:15:23.538Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:15:26.420Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:15:31.118Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:15:34.049Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:15:37.721Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:15:40.758Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:15:44.513Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:15:49.410Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:15:49.410Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (31655.286 ms) ======
[2025-10-02T11:15:49.410Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ======
[2025-10-02T11:15:49.826Z] GC before operation: completed in 323.794 ms, heap usage 679.161 MB -> 40.951 MB.
[2025-10-02T11:15:54.741Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:15:58.615Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:16:03.558Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:16:07.439Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:16:12.039Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:16:14.904Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:16:19.569Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:16:22.340Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:16:22.340Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (32686.418 ms) ======
[2025-10-02T11:16:22.340Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ======
[2025-10-02T11:16:22.803Z] GC before operation: completed in 342.098 ms, heap usage 553.366 MB -> 40.689 MB.
[2025-10-02T11:16:27.399Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:16:32.251Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:16:37.068Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:16:40.058Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:16:44.137Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:16:47.853Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:16:50.953Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:16:55.052Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:16:55.052Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (32088.066 ms) ======
[2025-10-02T11:16:55.052Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ======
[2025-10-02T11:16:55.052Z] GC before operation: completed in 250.756 ms, heap usage 617.494 MB -> 41.049 MB.
[2025-10-02T11:16:59.813Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:17:04.594Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:17:08.415Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:17:12.212Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:17:15.095Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:17:18.840Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:17:21.585Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:17:25.313Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:17:25.313Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (29874.293 ms) ======
[2025-10-02T11:17:25.313Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ======
[2025-10-02T11:17:25.790Z] GC before operation: completed in 808.862 ms, heap usage 620.519 MB -> 40.830 MB.
[2025-10-02T11:17:31.772Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:17:36.591Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:17:41.212Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:17:44.926Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:17:48.774Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:17:52.471Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:17:56.310Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:17:59.944Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:17:59.944Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (34032.302 ms) ======
[2025-10-02T11:17:59.944Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ======
[2025-10-02T11:18:00.463Z] GC before operation: completed in 409.424 ms, heap usage 243.559 MB -> 41.005 MB.
[2025-10-02T11:18:05.188Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:18:10.131Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:18:13.221Z] 04:18:04.726 WARN [block-manager-storage-async-thread-pool-11] org.apache.spark.storage.BlockManager - Asked to remove block broadcast_12139_piece0, which does not exist
[2025-10-02T11:18:15.355Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:18:19.128Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:18:23.008Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:18:26.885Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:18:29.749Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:18:34.814Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:18:34.814Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (34570.294 ms) ======
[2025-10-02T11:18:34.814Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ======
[2025-10-02T11:18:35.365Z] GC before operation: completed in 561.674 ms, heap usage 542.528 MB -> 40.947 MB.
[2025-10-02T11:18:41.288Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:18:46.041Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:18:50.597Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:18:53.551Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:18:57.337Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:19:00.252Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:19:03.199Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:19:07.300Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:19:07.300Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (31991.210 ms) ======
[2025-10-02T11:19:07.300Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ======
[2025-10-02T11:19:07.803Z] GC before operation: completed in 503.480 ms, heap usage 463.479 MB -> 40.709 MB.
[2025-10-02T11:19:12.626Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:19:17.593Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:19:21.269Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:19:26.053Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:19:28.838Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:19:32.601Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:19:36.290Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:19:39.128Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:19:39.128Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (31301.068 ms) ======
[2025-10-02T11:19:39.128Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ======
[2025-10-02T11:19:39.128Z] GC before operation: completed in 225.691 ms, heap usage 542.543 MB -> 41.101 MB.
[2025-10-02T11:19:44.845Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:19:49.373Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:19:53.148Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:19:56.837Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:20:00.548Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:20:04.381Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:20:07.503Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:20:11.367Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:20:11.367Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (32205.716 ms) ======
[2025-10-02T11:20:11.367Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ======
[2025-10-02T11:20:11.799Z] GC before operation: completed in 321.637 ms, heap usage 875.080 MB -> 41.041 MB.
[2025-10-02T11:20:17.837Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:20:21.723Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:20:26.496Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:20:29.552Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:20:33.380Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:20:36.417Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:20:41.120Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:20:44.104Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:20:44.104Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (32304.753 ms) ======
[2025-10-02T11:20:44.104Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ======
[2025-10-02T11:20:44.511Z] GC before operation: completed in 273.561 ms, heap usage 70.814 MB -> 40.947 MB.
[2025-10-02T11:20:50.867Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:20:56.956Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:21:00.871Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:21:04.659Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:21:08.487Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:21:11.448Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:21:15.992Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:21:19.832Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:21:19.832Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (35032.841 ms) ======
[2025-10-02T11:21:19.832Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ======
[2025-10-02T11:21:19.832Z] GC before operation: completed in 408.978 ms, heap usage 634.534 MB -> 41.063 MB.
[2025-10-02T11:21:25.705Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:21:30.541Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:21:34.263Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:21:38.285Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:21:41.202Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:21:45.035Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:21:48.825Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:21:52.465Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:21:52.465Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (32329.500 ms) ======
[2025-10-02T11:21:52.465Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ======
[2025-10-02T11:21:52.946Z] GC before operation: completed in 495.470 ms, heap usage 1.113 GB -> 41.115 MB.
[2025-10-02T11:21:57.819Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:22:03.845Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:22:07.528Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:22:11.456Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:22:16.064Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:22:18.985Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:22:23.008Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:22:25.879Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:22:25.879Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (32959.964 ms) ======
[2025-10-02T11:22:25.879Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ======
[2025-10-02T11:22:25.879Z] GC before operation: completed in 355.960 ms, heap usage 728.377 MB -> 41.230 MB.
[2025-10-02T11:22:31.942Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:22:35.873Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:22:40.585Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:22:43.960Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:22:46.735Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:22:50.534Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:22:53.516Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:22:57.065Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:22:57.065Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (30967.133 ms) ======
[2025-10-02T11:22:57.065Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ======
[2025-10-02T11:22:57.065Z] GC before operation: completed in 229.384 ms, heap usage 787.670 MB -> 41.054 MB.
[2025-10-02T11:23:01.865Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:23:06.632Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:23:10.233Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:23:13.100Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:23:17.052Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:23:19.991Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:23:23.842Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:23:27.654Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:23:27.654Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (30117.974 ms) ======
[2025-10-02T11:23:27.654Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ======
[2025-10-02T11:23:28.050Z] GC before operation: completed in 622.994 ms, heap usage 500.900 MB -> 40.694 MB.
[2025-10-02T11:23:33.865Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:23:38.511Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:23:40.654Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:23:45.459Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:23:49.115Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:23:52.917Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:23:56.497Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:24:00.585Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:24:00.585Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (32592.023 ms) ======
[2025-10-02T11:24:00.585Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ======
[2025-10-02T11:24:01.111Z] GC before operation: completed in 285.215 ms, heap usage 215.801 MB -> 40.923 MB.
[2025-10-02T11:24:05.959Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:24:10.026Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:24:14.764Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:24:19.459Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:24:23.122Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:24:26.812Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:24:29.679Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:24:33.270Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:24:33.270Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (32429.921 ms) ======
[2025-10-02T11:24:33.270Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ======
[2025-10-02T11:24:33.714Z] GC before operation: completed in 245.334 ms, heap usage 622.216 MB -> 40.891 MB.
[2025-10-02T11:24:38.494Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:24:44.429Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:24:48.138Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:24:52.021Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:24:54.840Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:24:58.452Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:25:02.215Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:25:06.171Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:25:06.171Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (32140.475 ms) ======
[2025-10-02T11:25:06.171Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ======
[2025-10-02T11:25:06.171Z] GC before operation: completed in 426.150 ms, heap usage 197.263 MB -> 41.024 MB.
[2025-10-02T11:25:12.210Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:25:17.952Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:25:21.696Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:25:25.479Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:25:30.282Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:25:33.242Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:25:36.191Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:25:40.730Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:25:40.730Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (33986.234 ms) ======
[2025-10-02T11:25:40.730Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ======
[2025-10-02T11:25:40.731Z] GC before operation: completed in 288.291 ms, heap usage 1.016 GB -> 41.233 MB.
[2025-10-02T11:25:45.452Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:25:52.567Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:25:55.528Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:25:59.626Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:26:02.442Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:26:06.279Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:26:10.108Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:26:13.003Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:26:13.003Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (32724.396 ms) ======
[2025-10-02T11:26:13.003Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ======
[2025-10-02T11:26:13.472Z] GC before operation: completed in 431.509 ms, heap usage 509.635 MB -> 40.745 MB.
[2025-10-02T11:26:19.670Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-10-02T11:26:23.498Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-10-02T11:26:28.424Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-10-02T11:26:31.308Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-10-02T11:26:35.086Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-10-02T11:26:39.109Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-10-02T11:26:42.089Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-10-02T11:26:45.651Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-10-02T11:26:45.651Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (32309.626 ms) ======
[2025-10-02T11:26:47.096Z] -----------------------------------
[2025-10-02T11:26:47.096Z] renaissance-gauss-mix_0_PASSED
[2025-10-02T11:26:47.096Z] -----------------------------------
[2025-10-02T11:26:47.487Z]
[2025-10-02T11:26:47.487Z] TEST TEARDOWN:
[2025-10-02T11:26:47.487Z] Nothing to be done for teardown.
[2025-10-02T11:26:47.920Z] renaissance-gauss-mix_0 Finish Time: Thu Oct 2 04:26:39 2025 Epoch Time (ms): 1759404399335