[2025-11-19T22:14:36.078Z] Running test renaissance-gauss-mix_0 ... [2025-11-19T22:14:36.078Z] =============================================== [2025-11-19T22:14:36.078Z] renaissance-gauss-mix_0 Start Time: Wed Nov 19 17:14:35 2025 Epoch Time (ms): 1763590475642 [2025-11-19T22:14:36.078Z] variation: NoOptions [2025-11-19T22:14:36.078Z] JVM_OPTIONS: [2025-11-19T22:14:36.078Z] { \ [2025-11-19T22:14:36.078Z] echo ""; echo "TEST SETUP:"; \ [2025-11-19T22:14:36.079Z] echo "Nothing to be done for setup."; \ [2025-11-19T22:14:36.079Z] mkdir -p "/Users/admin/workspace/workspace/Test_openjdk21_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17635901321245/renaissance-gauss-mix_0"; \ [2025-11-19T22:14:36.079Z] cd "/Users/admin/workspace/workspace/Test_openjdk21_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17635901321245/renaissance-gauss-mix_0"; \ [2025-11-19T22:14:36.079Z] echo ""; echo "TESTING:"; \ [2025-11-19T22:14:36.079Z] "/Users/admin/workspace/workspace/Test_openjdk21_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_openjdk21_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/Users/admin/workspace/workspace/Test_openjdk21_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17635901321245/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \ [2025-11-19T22:14:36.079Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /Users/admin/workspace/workspace/Test_openjdk21_hs_extended.perf_aarch64_mac/aqa-tests/TKG/..; rm -f -r "/Users/admin/workspace/workspace/Test_openjdk21_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17635901321245/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \ [2025-11-19T22:14:36.079Z] echo ""; echo "TEST TEARDOWN:"; \ [2025-11-19T22:14:36.079Z] echo "Nothing to be done for teardown."; \ [2025-11-19T22:14:36.079Z] } 2>&1 | tee -a "/Users/admin/workspace/workspace/Test_openjdk21_hs_extended.perf_aarch64_mac/aqa-tests/TKG/../TKG/output_17635901321245/TestTargetResult"; [2025-11-19T22:14:36.079Z] [2025-11-19T22:14:36.079Z] TEST SETUP: [2025-11-19T22:14:36.079Z] Nothing to be done for setup. [2025-11-19T22:14:36.079Z] [2025-11-19T22:14:36.079Z] TESTING: [2025-11-19T22:14:39.469Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 4) threads. [2025-11-19T22:14:39.841Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ====== [2025-11-19T22:14:39.841Z] GC before operation: completed in 27.421 ms, heap usage 53.799 MB -> 29.423 MB. [2025-11-19T22:14:43.922Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:14:44.286Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:14:45.571Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:14:46.417Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:14:47.671Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:14:48.473Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:14:49.718Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:14:50.496Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:14:50.496Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (10726.449 ms) ====== [2025-11-19T22:14:50.496Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ====== [2025-11-19T22:14:50.496Z] GC before operation: completed in 38.123 ms, heap usage 252.427 MB -> 37.249 MB. [2025-11-19T22:14:51.268Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:14:52.523Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:14:53.328Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:14:54.113Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:14:54.929Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:14:55.728Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:14:57.013Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:14:57.810Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:14:57.810Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (7218.862 ms) ====== [2025-11-19T22:14:57.810Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ====== [2025-11-19T22:14:57.810Z] GC before operation: completed in 46.437 ms, heap usage 259.978 MB -> 39.043 MB. [2025-11-19T22:14:59.073Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:14:59.435Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:15:00.714Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:15:01.514Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:15:02.313Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:15:03.124Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:15:03.960Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:15:04.776Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:15:04.776Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (7049.817 ms) ====== [2025-11-19T22:15:04.776Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ====== [2025-11-19T22:15:04.776Z] GC before operation: completed in 49.026 ms, heap usage 61.224 MB -> 40.658 MB. [2025-11-19T22:15:06.017Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:15:06.804Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:15:07.593Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:15:08.380Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:15:09.635Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:15:10.432Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:15:11.246Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:15:12.017Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:15:12.017Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (7270.206 ms) ====== [2025-11-19T22:15:12.017Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ====== [2025-11-19T22:15:12.380Z] GC before operation: completed in 42.237 ms, heap usage 388.093 MB -> 41.864 MB. [2025-11-19T22:15:13.162Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:15:13.937Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:15:14.712Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:15:15.518Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:15:16.291Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:15:17.071Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:15:18.321Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:15:19.096Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:15:19.096Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (6762.197 ms) ====== [2025-11-19T22:15:19.096Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ====== [2025-11-19T22:15:19.096Z] GC before operation: completed in 26.572 ms, heap usage 85.051 MB -> 41.323 MB. [2025-11-19T22:15:19.889Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:15:20.665Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:15:21.439Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:15:22.236Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:15:23.055Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:15:23.857Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:15:25.141Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:15:25.938Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:15:25.938Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (6722.236 ms) ====== [2025-11-19T22:15:25.938Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ====== [2025-11-19T22:15:25.938Z] GC before operation: completed in 39.397 ms, heap usage 271.400 MB -> 41.941 MB. [2025-11-19T22:15:26.737Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:15:27.523Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:15:28.337Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:15:29.118Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:15:29.912Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:15:30.708Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:15:31.496Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:15:32.273Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:15:32.273Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (6555.274 ms) ====== [2025-11-19T22:15:32.273Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ====== [2025-11-19T22:15:32.273Z] GC before operation: completed in 28.553 ms, heap usage 333.976 MB -> 41.747 MB. [2025-11-19T22:15:33.090Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:15:33.892Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:15:34.674Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:15:35.476Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:15:36.272Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:15:37.537Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:15:38.306Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:15:39.083Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:15:39.083Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (6658.367 ms) ====== [2025-11-19T22:15:39.083Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ====== [2025-11-19T22:15:39.083Z] GC before operation: completed in 27.411 ms, heap usage 327.093 MB -> 42.073 MB. [2025-11-19T22:15:39.883Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:15:40.676Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:15:41.471Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:15:42.240Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:15:43.025Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:15:43.800Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:15:44.589Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:15:45.386Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:15:45.386Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (6384.948 ms) ====== [2025-11-19T22:15:45.386Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ====== [2025-11-19T22:15:45.386Z] GC before operation: completed in 48.379 ms, heap usage 141.621 MB -> 41.766 MB. [2025-11-19T22:15:46.169Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:15:46.955Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:15:47.752Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:15:48.546Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:15:49.347Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:15:50.208Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:15:51.002Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:15:51.790Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:15:51.790Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (6347.142 ms) ====== [2025-11-19T22:15:51.790Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ====== [2025-11-19T22:15:51.790Z] GC before operation: completed in 39.629 ms, heap usage 83.024 MB -> 41.474 MB. [2025-11-19T22:15:53.049Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:15:53.424Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:15:54.208Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:15:54.984Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:15:55.759Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:15:57.007Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:15:57.373Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:15:58.149Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:15:58.149Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (6360.629 ms) ====== [2025-11-19T22:15:58.149Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ====== [2025-11-19T22:15:58.149Z] GC before operation: completed in 24.104 ms, heap usage 189.404 MB -> 41.930 MB. [2025-11-19T22:15:58.934Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:15:59.743Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:16:00.571Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:16:01.372Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:16:02.162Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:16:02.996Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:16:03.823Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:16:04.639Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:16:04.639Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (6233.542 ms) ====== [2025-11-19T22:16:04.639Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ====== [2025-11-19T22:16:04.639Z] GC before operation: completed in 27.562 ms, heap usage 394.505 MB -> 41.855 MB. [2025-11-19T22:16:05.420Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:16:05.786Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:16:06.571Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:16:07.366Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:16:08.151Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:16:08.940Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:16:09.738Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:16:10.541Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:16:10.541Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (6022.290 ms) ====== [2025-11-19T22:16:10.541Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ====== [2025-11-19T22:16:10.541Z] GC before operation: completed in 36.658 ms, heap usage 447.225 MB -> 41.670 MB. [2025-11-19T22:16:11.315Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:16:11.688Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:16:12.477Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:16:13.276Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:16:14.068Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:16:14.883Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:16:15.661Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:16:16.456Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:16:16.456Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (5716.090 ms) ====== [2025-11-19T22:16:16.456Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ====== [2025-11-19T22:16:16.456Z] GC before operation: completed in 32.960 ms, heap usage 139.293 MB -> 41.888 MB. [2025-11-19T22:16:17.239Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:16:18.008Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:16:18.796Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:16:19.159Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:16:19.948Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:16:20.738Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:16:21.527Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:16:22.309Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:16:22.309Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (6082.138 ms) ====== [2025-11-19T22:16:22.309Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ====== [2025-11-19T22:16:22.309Z] GC before operation: completed in 28.753 ms, heap usage 334.727 MB -> 41.718 MB. [2025-11-19T22:16:23.090Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:16:23.879Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:16:24.651Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:16:25.447Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:16:26.230Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:16:27.021Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:16:27.818Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:16:28.646Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:16:28.646Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (6041.650 ms) ====== [2025-11-19T22:16:28.646Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ====== [2025-11-19T22:16:28.646Z] GC before operation: completed in 32.992 ms, heap usage 192.453 MB -> 42.002 MB. [2025-11-19T22:16:29.441Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:16:29.840Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:16:30.641Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:16:31.411Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:16:32.218Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:16:32.998Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:16:33.766Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:16:34.537Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:16:34.537Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (6071.057 ms) ====== [2025-11-19T22:16:34.537Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ====== [2025-11-19T22:16:34.537Z] GC before operation: completed in 32.303 ms, heap usage 257.090 MB -> 41.893 MB. [2025-11-19T22:16:35.326Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:16:36.110Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:16:36.893Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:16:37.724Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:16:38.505Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:16:39.289Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:16:40.083Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:16:40.858Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:16:40.858Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (6128.410 ms) ====== [2025-11-19T22:16:40.858Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ====== [2025-11-19T22:16:40.858Z] GC before operation: completed in 27.403 ms, heap usage 387.376 MB -> 41.659 MB. [2025-11-19T22:16:41.689Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:16:42.472Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:16:42.863Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:16:43.644Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:16:44.424Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:16:45.207Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:16:46.006Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:16:46.786Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:16:46.786Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (6083.512 ms) ====== [2025-11-19T22:16:46.786Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ====== [2025-11-19T22:16:46.786Z] GC before operation: completed in 31.343 ms, heap usage 278.539 MB -> 42.040 MB. [2025-11-19T22:16:47.560Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:16:48.349Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:16:49.201Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:16:49.974Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:16:50.763Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:16:51.547Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:16:52.323Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:16:53.119Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:16:53.119Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (6180.875 ms) ====== [2025-11-19T22:16:53.119Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ====== [2025-11-19T22:16:53.119Z] GC before operation: completed in 35.384 ms, heap usage 75.685 MB -> 41.716 MB. [2025-11-19T22:16:53.914Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:16:54.728Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:16:55.505Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:16:56.282Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:16:57.064Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:16:57.838Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:16:58.613Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:16:59.035Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:16:59.035Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (6075.363 ms) ====== [2025-11-19T22:16:59.035Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ====== [2025-11-19T22:16:59.035Z] GC before operation: completed in 34.329 ms, heap usage 234.744 MB -> 41.458 MB. [2025-11-19T22:17:00.294Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:17:00.677Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:17:01.455Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:17:02.287Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:17:03.147Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:17:03.944Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:17:04.311Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:17:05.089Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:17:05.089Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (6046.141 ms) ====== [2025-11-19T22:17:05.089Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ====== [2025-11-19T22:17:05.455Z] GC before operation: completed in 28.917 ms, heap usage 173.594 MB -> 41.943 MB. [2025-11-19T22:17:06.221Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:17:07.003Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:17:07.370Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:17:08.163Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:17:08.944Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:17:09.727Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:17:10.530Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:17:11.351Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:17:11.352Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (6018.278 ms) ====== [2025-11-19T22:17:11.352Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ====== [2025-11-19T22:17:11.352Z] GC before operation: completed in 34.784 ms, heap usage 320.175 MB -> 41.677 MB. [2025-11-19T22:17:12.135Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:17:12.951Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:17:13.735Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:17:14.510Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:17:15.307Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:17:16.098Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:17:16.462Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:17:17.258Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:17:17.258Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (6057.203 ms) ====== [2025-11-19T22:17:17.258Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ====== [2025-11-19T22:17:17.258Z] GC before operation: completed in 29.827 ms, heap usage 106.455 MB -> 41.992 MB. [2025-11-19T22:17:18.035Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:17:18.862Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:17:19.632Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:17:20.410Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:17:21.198Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:17:21.991Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:17:22.783Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:17:23.558Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:17:23.558Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (6047.570 ms) ====== [2025-11-19T22:17:23.558Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ====== [2025-11-19T22:17:23.558Z] GC before operation: completed in 27.177 ms, heap usage 228.592 MB -> 41.888 MB. [2025-11-19T22:17:24.327Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:17:25.118Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:17:25.888Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:17:26.682Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:17:27.054Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:17:27.835Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:17:28.608Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:17:29.414Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:17:29.414Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (5947.082 ms) ====== [2025-11-19T22:17:29.414Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ====== [2025-11-19T22:17:29.414Z] GC before operation: completed in 31.972 ms, heap usage 179.421 MB -> 41.531 MB. [2025-11-19T22:17:30.184Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:17:30.980Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:17:31.775Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:17:32.566Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:17:33.338Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:17:34.128Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:17:34.919Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:17:35.287Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:17:35.674Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (5988.276 ms) ====== [2025-11-19T22:17:35.674Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ====== [2025-11-19T22:17:35.674Z] GC before operation: completed in 30.520 ms, heap usage 77.491 MB -> 41.926 MB. [2025-11-19T22:17:36.474Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:17:36.846Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:17:37.639Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:17:38.427Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:17:39.213Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:17:39.990Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:17:40.771Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:17:41.554Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:17:41.554Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (5907.125 ms) ====== [2025-11-19T22:17:41.554Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ====== [2025-11-19T22:17:41.554Z] GC before operation: completed in 26.941 ms, heap usage 323.916 MB -> 41.829 MB. [2025-11-19T22:17:42.349Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:17:42.722Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:17:43.513Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:17:44.314Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:17:45.121Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:17:45.909Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:17:46.722Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:17:47.506Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:17:47.506Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (5952.149 ms) ====== [2025-11-19T22:17:47.506Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ====== [2025-11-19T22:17:47.506Z] GC before operation: completed in 31.700 ms, heap usage 89.227 MB -> 42.056 MB. [2025-11-19T22:17:47.875Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:17:48.657Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:17:49.428Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:17:49.804Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:17:50.586Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:17:50.948Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:17:51.324Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:17:51.704Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:17:51.704Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (4355.377 ms) ====== [2025-11-19T22:17:51.704Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ====== [2025-11-19T22:17:51.704Z] GC before operation: completed in 18.968 ms, heap usage 339.364 MB -> 41.965 MB. [2025-11-19T22:17:52.511Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:17:52.511Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:17:53.310Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:17:53.702Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:17:54.067Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:17:54.443Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:17:54.819Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:17:55.596Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:17:55.596Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (3618.890 ms) ====== [2025-11-19T22:17:55.596Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ====== [2025-11-19T22:17:55.596Z] GC before operation: completed in 18.282 ms, heap usage 455.113 MB -> 41.879 MB. [2025-11-19T22:17:55.970Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:17:56.332Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:17:56.693Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:17:57.463Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:17:57.822Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:17:58.177Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:17:58.539Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:17:58.899Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:17:59.286Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (3643.294 ms) ====== [2025-11-19T22:17:59.286Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ====== [2025-11-19T22:17:59.286Z] GC before operation: completed in 19.706 ms, heap usage 173.070 MB -> 42.032 MB. [2025-11-19T22:17:59.656Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:18:00.042Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:18:00.417Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:18:00.789Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:18:01.591Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:18:01.970Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:18:02.341Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:18:02.745Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:18:02.745Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (3679.059 ms) ====== [2025-11-19T22:18:02.745Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ====== [2025-11-19T22:18:02.745Z] GC before operation: completed in 18.802 ms, heap usage 124.132 MB -> 41.776 MB. [2025-11-19T22:18:03.113Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:18:03.923Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:18:04.319Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:18:04.691Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:18:05.060Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:18:05.440Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:18:05.815Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:18:06.597Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:18:06.597Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (3630.438 ms) ====== [2025-11-19T22:18:06.597Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ====== [2025-11-19T22:18:06.597Z] GC before operation: completed in 17.648 ms, heap usage 89.770 MB -> 41.610 MB. [2025-11-19T22:18:06.966Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:18:07.345Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:18:07.721Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:18:08.102Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:18:08.496Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:18:09.355Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:18:09.722Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:18:10.113Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:18:10.113Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (3599.476 ms) ====== [2025-11-19T22:18:10.113Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ====== [2025-11-19T22:18:10.113Z] GC before operation: completed in 18.167 ms, heap usage 277.351 MB -> 41.977 MB. [2025-11-19T22:18:10.484Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:18:10.866Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:18:11.243Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:18:12.070Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:18:12.459Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:18:12.881Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:18:13.254Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:18:13.649Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:18:13.649Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (3613.438 ms) ====== [2025-11-19T22:18:13.649Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ====== [2025-11-19T22:18:13.649Z] GC before operation: completed in 17.093 ms, heap usage 64.699 MB -> 41.701 MB. [2025-11-19T22:18:14.040Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:18:14.418Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:18:15.211Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:18:15.581Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:18:15.945Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:18:16.321Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:18:16.703Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:18:17.134Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:18:17.134Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (3582.693 ms) ====== [2025-11-19T22:18:17.134Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ====== [2025-11-19T22:18:17.134Z] GC before operation: completed in 18.944 ms, heap usage 113.974 MB -> 42.121 MB. [2025-11-19T22:18:17.971Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:18:18.348Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:18:18.738Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:18:19.120Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:18:19.504Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:18:19.901Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:18:20.294Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:18:21.109Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:18:21.109Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (3624.404 ms) ====== [2025-11-19T22:18:21.109Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ====== [2025-11-19T22:18:21.109Z] GC before operation: completed in 18.500 ms, heap usage 445.854 MB -> 42.086 MB. [2025-11-19T22:18:21.485Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:18:21.857Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:18:22.257Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:18:22.633Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:18:23.011Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:18:23.853Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:18:24.219Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:18:24.594Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:18:24.594Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (3638.534 ms) ====== [2025-11-19T22:18:24.594Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ====== [2025-11-19T22:18:24.594Z] GC before operation: completed in 17.676 ms, heap usage 69.333 MB -> 41.622 MB. [2025-11-19T22:18:24.987Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643. [2025-11-19T22:18:25.363Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644. [2025-11-19T22:18:26.157Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645. [2025-11-19T22:18:26.524Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646. [2025-11-19T22:18:26.885Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643. [2025-11-19T22:18:27.249Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644. [2025-11-19T22:18:27.619Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645. [2025-11-19T22:18:28.406Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646. [2025-11-19T22:18:28.406Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (3612.340 ms) ====== [2025-11-19T22:18:28.406Z] ----------------------------------- [2025-11-19T22:18:28.406Z] renaissance-gauss-mix_0_PASSED [2025-11-19T22:18:28.406Z] ----------------------------------- [2025-11-19T22:18:28.406Z] [2025-11-19T22:18:28.406Z] TEST TEARDOWN: [2025-11-19T22:18:28.406Z] Nothing to be done for teardown. [2025-11-19T22:18:28.406Z] renaissance-gauss-mix_0 Finish Time: Wed Nov 19 17:18:28 2025 Epoch Time (ms): 1763590708156