renaissance-gauss-mix_0
[2025-07-02T13:35:28.972Z] Running test renaissance-gauss-mix_0 ...
[2025-07-02T13:35:28.972Z] ===============================================
[2025-07-02T13:35:28.972Z] renaissance-gauss-mix_0 Start Time: Wed Jul 2 09:35:28 2025 Epoch Time (ms): 1751463328664
[2025-07-02T13:35:28.972Z] variation: NoOptions
[2025-07-02T13:35:28.972Z] JVM_OPTIONS:
[2025-07-02T13:35:28.972Z] { \
[2025-07-02T13:35:28.972Z] echo ""; echo "TEST SETUP:"; \
[2025-07-02T13:35:28.972Z] echo "Nothing to be done for setup."; \
[2025-07-02T13:35:28.972Z] mkdir -p "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17514630069594/renaissance-gauss-mix_0"; \
[2025-07-02T13:35:28.972Z] cd "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17514630069594/renaissance-gauss-mix_0"; \
[2025-07-02T13:35:28.972Z] echo ""; echo "TESTING:"; \
[2025-07-02T13:35:28.972Z] "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_aarch64_mac/jdkbinary/j2sdk-image/Contents/Home/bin/..//bin/java" --add-opens java.base/java.lang=ALL-UNNAMED --add-opens java.base/java.util=ALL-UNNAMED --add-opens java.base/java.util.concurrent=ALL-UNNAMED --add-opens java.base/java.nio=ALL-UNNAMED --add-opens java.base/sun.nio.ch=ALL-UNNAMED --add-opens java.base/java.lang.invoke=ALL-UNNAMED -jar "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17514630069594/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \
[2025-07-02T13:35:28.972Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_aarch64_mac/aqa-tests/TKG/..; rm -f -r "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17514630069594/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \
[2025-07-02T13:35:28.972Z] echo ""; echo "TEST TEARDOWN:"; \
[2025-07-02T13:35:28.972Z] echo "Nothing to be done for teardown."; \
[2025-07-02T13:35:28.972Z] } 2>&1 | tee -a "/Users/admin/workspace/workspace/Test_openjdk17_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17514630069594/TestTargetResult";
[2025-07-02T13:35:28.972Z]
[2025-07-02T13:35:28.972Z] TEST SETUP:
[2025-07-02T13:35:28.972Z] Nothing to be done for setup.
[2025-07-02T13:35:28.972Z]
[2025-07-02T13:35:28.972Z] TESTING:
[2025-07-02T13:35:32.093Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 3 (out of 3) threads.
[2025-07-02T13:35:32.093Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ======
[2025-07-02T13:35:32.093Z] GC before operation: completed in 17.860 ms, heap usage 54.234 MB -> 29.274 MB.
[2025-07-02T13:35:35.261Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:35:36.536Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:35:37.306Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:35:38.537Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:35:39.288Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:35:40.141Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:35:40.929Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:35:41.730Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:35:41.730Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (9406.058 ms) ======
[2025-07-02T13:35:41.730Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ======
[2025-07-02T13:35:41.730Z] GC before operation: completed in 27.259 ms, heap usage 187.137 MB -> 37.090 MB.
[2025-07-02T13:35:42.605Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:35:43.387Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:35:44.152Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:35:44.926Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:35:45.694Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:35:46.445Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:35:47.221Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:35:47.995Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:35:47.995Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (6171.347 ms) ======
[2025-07-02T13:35:47.995Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ======
[2025-07-02T13:35:47.995Z] GC before operation: completed in 24.134 ms, heap usage 305.923 MB -> 38.753 MB.
[2025-07-02T13:35:48.355Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:35:49.120Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:35:49.902Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:35:50.663Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:35:51.436Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:35:52.199Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:35:52.973Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:35:53.749Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:35:53.749Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (5974.926 ms) ======
[2025-07-02T13:35:53.749Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ======
[2025-07-02T13:35:53.749Z] GC before operation: completed in 26.222 ms, heap usage 156.152 MB -> 40.345 MB.
[2025-07-02T13:35:54.571Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:35:55.344Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:35:56.115Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:35:56.472Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:35:57.234Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:35:58.015Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:35:58.775Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:35:59.531Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:35:59.531Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (5501.773 ms) ======
[2025-07-02T13:35:59.531Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ======
[2025-07-02T13:35:59.531Z] GC before operation: completed in 24.676 ms, heap usage 79.752 MB -> 41.131 MB.
[2025-07-02T13:35:59.901Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:36:00.664Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:36:01.449Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:36:02.248Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:36:02.645Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:36:03.454Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:36:04.240Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:36:05.059Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:36:05.059Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (5586.466 ms) ======
[2025-07-02T13:36:05.059Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ======
[2025-07-02T13:36:05.059Z] GC before operation: completed in 33.403 ms, heap usage 83.619 MB -> 41.009 MB.
[2025-07-02T13:36:05.828Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:36:06.584Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:36:07.355Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:36:08.137Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:36:08.911Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:36:09.694Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:36:10.475Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:36:11.268Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:36:11.268Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (6144.927 ms) ======
[2025-07-02T13:36:11.268Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ======
[2025-07-02T13:36:11.268Z] GC before operation: completed in 37.679 ms, heap usage 160.552 MB -> 41.486 MB.
[2025-07-02T13:36:12.162Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:36:12.520Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:36:13.288Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:36:14.055Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:36:14.907Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:36:15.673Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:36:16.437Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:36:17.205Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:36:17.205Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (6143.654 ms) ======
[2025-07-02T13:36:17.205Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ======
[2025-07-02T13:36:17.205Z] GC before operation: completed in 31.228 ms, heap usage 248.374 MB -> 41.171 MB.
[2025-07-02T13:36:17.983Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:36:18.766Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:36:19.519Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:36:20.284Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:36:21.053Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:36:21.814Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:36:22.587Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:36:23.416Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:36:23.416Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (6152.982 ms) ======
[2025-07-02T13:36:23.416Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ======
[2025-07-02T13:36:23.416Z] GC before operation: completed in 32.911 ms, heap usage 66.510 MB -> 41.523 MB.
[2025-07-02T13:36:24.180Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:36:24.935Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:36:25.685Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:36:26.451Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:36:27.209Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:36:28.091Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:36:28.878Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:36:29.639Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:36:29.639Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (5962.885 ms) ======
[2025-07-02T13:36:29.639Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ======
[2025-07-02T13:36:29.639Z] GC before operation: completed in 29.002 ms, heap usage 304.015 MB -> 41.399 MB.
[2025-07-02T13:36:30.404Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:36:31.173Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:36:31.552Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:36:32.305Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:36:32.660Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:36:33.438Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:36:33.799Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:36:34.575Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:36:34.575Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (4843.343 ms) ======
[2025-07-02T13:36:34.575Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ======
[2025-07-02T13:36:34.575Z] GC before operation: completed in 23.395 ms, heap usage 171.619 MB -> 41.176 MB.
[2025-07-02T13:36:34.932Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:36:35.292Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:36:36.063Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:36:36.425Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:36:37.189Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:36:37.963Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:36:38.736Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:36:39.092Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:36:39.092Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (4806.402 ms) ======
[2025-07-02T13:36:39.092Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ======
[2025-07-02T13:36:39.092Z] GC before operation: completed in 27.727 ms, heap usage 79.198 MB -> 41.407 MB.
[2025-07-02T13:36:39.849Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:36:40.605Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:36:41.356Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:36:41.719Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:36:42.479Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:36:43.235Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:36:43.589Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:36:44.385Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:36:44.385Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (5314.165 ms) ======
[2025-07-02T13:36:44.385Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ======
[2025-07-02T13:36:44.385Z] GC before operation: completed in 32.536 ms, heap usage 186.594 MB -> 41.332 MB.
[2025-07-02T13:36:45.158Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:36:45.940Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:36:46.753Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:36:47.531Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:36:48.340Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:36:49.104Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:36:49.883Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:36:50.658Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:36:50.658Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (5971.987 ms) ======
[2025-07-02T13:36:50.658Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ======
[2025-07-02T13:36:50.658Z] GC before operation: completed in 36.204 ms, heap usage 235.528 MB -> 41.152 MB.
[2025-07-02T13:36:51.429Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:36:52.185Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:36:52.963Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:36:53.721Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:36:54.479Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:36:55.236Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:36:55.991Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:36:56.762Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:36:56.762Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (6011.078 ms) ======
[2025-07-02T13:36:56.762Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ======
[2025-07-02T13:36:56.762Z] GC before operation: completed in 32.952 ms, heap usage 203.901 MB -> 41.370 MB.
[2025-07-02T13:36:57.530Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:36:58.298Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:36:58.648Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:36:59.478Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:37:00.255Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:37:01.062Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:37:01.829Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:37:02.608Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:37:02.608Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (5992.906 ms) ======
[2025-07-02T13:37:02.608Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ======
[2025-07-02T13:37:02.608Z] GC before operation: completed in 36.033 ms, heap usage 132.153 MB -> 41.205 MB.
[2025-07-02T13:37:03.386Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:37:04.165Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:37:04.921Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:37:05.679Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:37:06.030Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:37:06.780Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:37:07.538Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:37:08.330Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:37:08.330Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (5614.476 ms) ======
[2025-07-02T13:37:08.330Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ======
[2025-07-02T13:37:08.330Z] GC before operation: completed in 31.689 ms, heap usage 134.199 MB -> 41.555 MB.
[2025-07-02T13:37:09.122Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:37:09.875Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:37:10.648Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:37:10.998Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:37:11.752Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:37:12.544Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:37:13.304Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:37:14.066Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:37:14.066Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (5809.028 ms) ======
[2025-07-02T13:37:14.066Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ======
[2025-07-02T13:37:14.066Z] GC before operation: completed in 24.129 ms, heap usage 250.695 MB -> 41.438 MB.
[2025-07-02T13:37:14.823Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:37:15.578Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:37:15.931Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:37:16.678Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:37:17.429Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:37:18.763Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:37:19.520Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:37:20.362Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:37:20.362Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (6028.045 ms) ======
[2025-07-02T13:37:20.362Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ======
[2025-07-02T13:37:20.362Z] GC before operation: completed in 23.735 ms, heap usage 108.400 MB -> 41.078 MB.
[2025-07-02T13:37:20.722Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:37:21.484Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:37:22.238Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:37:23.001Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:37:23.359Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:37:24.129Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:37:24.893Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:37:25.244Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:37:25.244Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (5199.626 ms) ======
[2025-07-02T13:37:25.244Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ======
[2025-07-02T13:37:25.244Z] GC before operation: completed in 24.480 ms, heap usage 295.526 MB -> 41.667 MB.
[2025-07-02T13:37:26.006Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:37:26.816Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:37:27.181Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:37:27.954Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:37:28.711Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:37:29.467Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:37:29.823Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:37:30.578Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:37:30.578Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (5278.700 ms) ======
[2025-07-02T13:37:30.578Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ======
[2025-07-02T13:37:30.578Z] GC before operation: completed in 33.206 ms, heap usage 79.435 MB -> 41.231 MB.
[2025-07-02T13:37:31.328Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:37:32.086Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:37:32.900Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:37:33.283Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:37:34.069Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:37:34.856Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:37:35.243Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:37:36.004Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:37:36.004Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (5288.963 ms) ======
[2025-07-02T13:37:36.004Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ======
[2025-07-02T13:37:36.004Z] GC before operation: completed in 27.832 ms, heap usage 236.675 MB -> 41.109 MB.
[2025-07-02T13:37:36.768Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:37:37.522Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:37:38.394Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:37:39.159Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:37:39.912Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:37:40.691Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:37:41.049Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:37:41.812Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:37:41.812Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (5927.089 ms) ======
[2025-07-02T13:37:41.812Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ======
[2025-07-02T13:37:41.812Z] GC before operation: completed in 33.677 ms, heap usage 48.788 MB -> 41.380 MB.
[2025-07-02T13:37:42.577Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:37:43.340Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:37:44.111Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:37:44.882Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:37:45.687Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:37:46.454Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:37:47.214Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:37:47.996Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:37:47.996Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (5830.403 ms) ======
[2025-07-02T13:37:47.996Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ======
[2025-07-02T13:37:47.996Z] GC before operation: completed in 31.370 ms, heap usage 176.658 MB -> 41.160 MB.
[2025-07-02T13:37:48.784Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:37:49.139Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:37:49.931Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:37:50.716Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:37:51.484Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:37:52.245Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:37:53.070Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:37:53.965Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:37:53.965Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (5897.519 ms) ======
[2025-07-02T13:37:53.965Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ======
[2025-07-02T13:37:53.965Z] GC before operation: completed in 29.968 ms, heap usage 218.960 MB -> 41.674 MB.
[2025-07-02T13:37:54.737Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:37:55.088Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:37:55.868Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:37:56.635Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:37:57.396Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:37:58.167Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:37:58.948Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:37:59.723Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:37:59.723Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (5982.664 ms) ======
[2025-07-02T13:37:59.723Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ======
[2025-07-02T13:37:59.723Z] GC before operation: completed in 33.644 ms, heap usage 121.852 MB -> 41.282 MB.
[2025-07-02T13:38:00.497Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:01.278Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:38:02.059Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:38:02.827Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:38:03.599Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:38:04.390Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:38:04.743Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:38:05.504Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:38:05.504Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (5850.735 ms) ======
[2025-07-02T13:38:05.504Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ======
[2025-07-02T13:38:05.504Z] GC before operation: completed in 33.162 ms, heap usage 207.543 MB -> 41.070 MB.
[2025-07-02T13:38:06.274Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:07.091Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:38:07.859Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:38:08.614Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:38:09.377Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:38:10.136Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:38:10.899Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:38:11.656Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:38:11.656Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (5861.985 ms) ======
[2025-07-02T13:38:11.656Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ======
[2025-07-02T13:38:11.656Z] GC before operation: completed in 33.248 ms, heap usage 184.871 MB -> 41.515 MB.
[2025-07-02T13:38:12.415Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:13.188Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:38:13.956Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:38:14.717Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:38:15.068Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:38:15.837Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:38:16.597Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:38:17.412Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:38:17.412Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (5886.328 ms) ======
[2025-07-02T13:38:17.412Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ======
[2025-07-02T13:38:17.412Z] GC before operation: completed in 28.639 ms, heap usage 189.433 MB -> 41.307 MB.
[2025-07-02T13:38:18.190Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:18.948Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:38:19.722Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:38:20.484Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:38:20.844Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:38:21.613Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:38:22.376Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:38:22.743Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:38:22.743Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (5421.371 ms) ======
[2025-07-02T13:38:22.743Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ======
[2025-07-02T13:38:23.101Z] GC before operation: completed in 25.166 ms, heap usage 220.002 MB -> 41.749 MB.
[2025-07-02T13:38:23.456Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:24.216Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:38:24.987Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:38:25.383Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:38:26.148Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:38:26.929Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:38:27.281Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:38:28.056Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:38:28.056Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (5091.975 ms) ======
[2025-07-02T13:38:28.056Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ======
[2025-07-02T13:38:28.056Z] GC before operation: completed in 24.255 ms, heap usage 70.441 MB -> 41.312 MB.
[2025-07-02T13:38:28.821Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:29.197Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:38:29.956Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:38:30.712Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:38:31.067Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:38:31.885Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:38:32.642Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:38:32.994Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:38:32.994Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (5023.329 ms) ======
[2025-07-02T13:38:32.994Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ======
[2025-07-02T13:38:32.994Z] GC before operation: completed in 24.220 ms, heap usage 321.124 MB -> 41.299 MB.
[2025-07-02T13:38:33.761Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:34.517Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:38:34.866Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:38:35.648Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:38:36.007Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:38:36.790Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:38:37.147Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:38:37.512Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:38:37.512Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (4451.664 ms) ======
[2025-07-02T13:38:37.512Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ======
[2025-07-02T13:38:37.512Z] GC before operation: completed in 22.285 ms, heap usage 69.106 MB -> 41.433 MB.
[2025-07-02T13:38:37.877Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:38.625Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:38:38.999Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:38:39.450Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:38:39.803Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:38:40.616Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:38:40.983Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:38:41.365Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:38:41.365Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (3827.966 ms) ======
[2025-07-02T13:38:41.365Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ======
[2025-07-02T13:38:41.365Z] GC before operation: completed in 22.891 ms, heap usage 181.581 MB -> 41.394 MB.
[2025-07-02T13:38:41.739Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:42.598Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:38:42.948Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:38:43.318Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:38:43.672Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:38:44.439Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:38:44.793Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:38:45.151Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:38:45.151Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (3830.402 ms) ======
[2025-07-02T13:38:45.151Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ======
[2025-07-02T13:38:45.151Z] GC before operation: completed in 22.663 ms, heap usage 195.450 MB -> 41.261 MB.
[2025-07-02T13:38:45.935Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:46.303Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:38:46.657Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:38:47.005Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:38:47.769Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:38:48.136Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:38:48.498Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:38:49.273Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:38:49.273Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (3767.677 ms) ======
[2025-07-02T13:38:49.273Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ======
[2025-07-02T13:38:49.273Z] GC before operation: completed in 24.748 ms, heap usage 147.414 MB -> 41.535 MB.
[2025-07-02T13:38:49.637Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:50.403Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:38:50.763Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:38:51.517Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:38:52.271Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:38:53.029Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:38:53.803Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:38:54.554Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:38:54.554Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (5540.519 ms) ======
[2025-07-02T13:38:54.554Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ======
[2025-07-02T13:38:54.554Z] GC before operation: completed in 30.050 ms, heap usage 272.470 MB -> 41.428 MB.
[2025-07-02T13:38:55.305Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:56.063Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:38:56.422Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:38:56.778Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:38:57.660Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:38:58.024Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:38:58.380Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:38:58.746Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:38:58.746Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (4190.700 ms) ======
[2025-07-02T13:38:58.746Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ======
[2025-07-02T13:38:58.746Z] GC before operation: completed in 22.532 ms, heap usage 49.081 MB -> 41.590 MB.
[2025-07-02T13:38:59.518Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:38:59.893Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:39:00.249Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:39:00.615Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:39:01.228Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:39:01.616Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:39:02.396Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:39:02.774Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:39:02.774Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (3869.032 ms) ======
[2025-07-02T13:39:02.774Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ======
[2025-07-02T13:39:02.774Z] GC before operation: completed in 24.852 ms, heap usage 400.206 MB -> 41.558 MB.
[2025-07-02T13:39:03.152Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:39:03.922Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:39:04.285Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:39:04.663Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:39:05.422Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:39:05.795Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:39:06.196Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:39:06.946Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:39:06.947Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (4009.204 ms) ======
[2025-07-02T13:39:06.947Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ======
[2025-07-02T13:39:06.947Z] GC before operation: completed in 24.045 ms, heap usage 69.478 MB -> 41.045 MB.
[2025-07-02T13:39:07.318Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-07-02T13:39:07.697Z] Accuracy (validation) = 0.95889 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-07-02T13:39:08.054Z] Accuracy (validation) = 0.99000 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-07-02T13:39:08.848Z] Accuracy (validation) = 0.97111 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-07-02T13:39:09.218Z] Accuracy (validation) = 0.92556 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-07-02T13:39:09.570Z] Accuracy (validation) = 0.97222 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-07-02T13:39:10.321Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-07-02T13:39:10.673Z] Accuracy (validation) = 0.96333 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-07-02T13:39:10.673Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (3874.867 ms) ======
[2025-07-02T13:39:10.673Z] -----------------------------------
[2025-07-02T13:39:10.673Z] renaissance-gauss-mix_0_PASSED
[2025-07-02T13:39:10.673Z] -----------------------------------
[2025-07-02T13:39:10.673Z]
[2025-07-02T13:39:10.673Z] TEST TEARDOWN:
[2025-07-02T13:39:10.673Z] Nothing to be done for teardown.
[2025-07-02T13:39:10.673Z] renaissance-gauss-mix_0 Finish Time: Wed Jul 2 09:39:10 2025 Epoch Time (ms): 1751463550589