renaissance-gauss-mix_0
[2025-11-01T09:31:10.418Z] Running test renaissance-gauss-mix_0 ...
[2025-11-01T09:31:10.418Z] ===============================================
[2025-11-01T09:31:10.418Z] renaissance-gauss-mix_0 Start Time: Sat Nov 1 09:31:09 2025 Epoch Time (ms): 1761989469634
[2025-11-01T09:31:10.418Z] variation: NoOptions
[2025-11-01T09:31:10.418Z] JVM_OPTIONS:
[2025-11-01T09:31:10.418Z] { \
[2025-11-01T09:31:10.418Z] echo ""; echo "TEST SETUP:"; \
[2025-11-01T09:31:10.418Z] echo "Nothing to be done for setup."; \
[2025-11-01T09:31:10.418Z] mkdir -p "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_alpine-linux/aqa-tests/TKG/../TKG/output_17619888786429/renaissance-gauss-mix_0"; \
[2025-11-01T09:31:10.418Z] cd "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_alpine-linux/aqa-tests/TKG/../TKG/output_17619888786429/renaissance-gauss-mix_0"; \
[2025-11-01T09:31:10.418Z] echo ""; echo "TESTING:"; \
[2025-11-01T09:31:10.418Z] "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_alpine-linux/jdkbinary/j2sdk-image/bin/java" --add-opens java.base/java.lang=ALL-UNNAMED --add-opens java.base/java.util=ALL-UNNAMED --add-opens java.base/java.util.concurrent=ALL-UNNAMED --add-opens java.base/java.nio=ALL-UNNAMED --add-opens java.base/sun.nio.ch=ALL-UNNAMED --add-opens java.base/java.lang.invoke=ALL-UNNAMED -jar "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_alpine-linux/aqa-tests/TKG/../../jvmtest/perf/renaissance/renaissance.jar" --json ""/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_alpine-linux/aqa-tests/TKG/../TKG/output_17619888786429/renaissance-gauss-mix_0"/gauss-mix.json" gauss-mix; \
[2025-11-01T09:31:10.418Z] if [ $? -eq 0 ]; then echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_PASSED"; echo "-----------------------------------"; cd /home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_alpine-linux/aqa-tests/TKG/..; rm -f -r "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_alpine-linux/aqa-tests/TKG/../TKG/output_17619888786429/renaissance-gauss-mix_0"; else echo "-----------------------------------"; echo "renaissance-gauss-mix_0""_FAILED"; echo "-----------------------------------"; fi; \
[2025-11-01T09:31:10.418Z] echo ""; echo "TEST TEARDOWN:"; \
[2025-11-01T09:31:10.418Z] echo "Nothing to be done for teardown."; \
[2025-11-01T09:31:10.419Z] } 2>&1 | tee -a "/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_alpine-linux/aqa-tests/TKG/../TKG/output_17619888786429/TestTargetResult";
[2025-11-01T09:31:10.419Z]
[2025-11-01T09:31:10.419Z] TEST SETUP:
[2025-11-01T09:31:10.419Z] Nothing to be done for setup.
[2025-11-01T09:31:10.419Z]
[2025-11-01T09:31:10.419Z] TESTING:
[2025-11-01T09:31:10.419Z] WARNING: A terminally deprecated method in sun.misc.Unsafe has been called
[2025-11-01T09:31:10.419Z] WARNING: sun.misc.Unsafe::objectFieldOffset has been called by scala.runtime.LazyVals$ (file:/home/jenkins/workspace/Test_openjdk25_hs_extended.perf_aarch64_alpine-linux/aqa-tests/TKG/output_17619888786429/renaissance-gauss-mix_0/launcher-093109-888732973073229187/renaissance-harness_3/lib/scala3-library_3-3.3.4.jar)
[2025-11-01T09:31:10.419Z] WARNING: Please consider reporting this to the maintainers of class scala.runtime.LazyVals$
[2025-11-01T09:31:10.419Z] WARNING: sun.misc.Unsafe::objectFieldOffset will be removed in a future release
[2025-11-01T09:31:15.765Z] NOTE: 'gauss-mix' benchmark uses Spark local executor with 4 (out of 4) threads.
[2025-11-01T09:31:15.765Z] ====== gauss-mix (apache-spark) [default], iteration 0 started ======
[2025-11-01T09:31:15.765Z] GC before operation: completed in 37.069 ms, heap usage 41.243 MB -> 29.430 MB.
[2025-11-01T09:31:21.298Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:31:23.250Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:31:24.201Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:31:25.147Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:31:27.093Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:31:28.047Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:31:29.005Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:31:30.944Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:31:30.944Z] ====== gauss-mix (apache-spark) [default], iteration 0 completed (14980.179 ms) ======
[2025-11-01T09:31:30.944Z] ====== gauss-mix (apache-spark) [default], iteration 1 started ======
[2025-11-01T09:31:30.944Z] GC before operation: completed in 79.454 ms, heap usage 113.676 MB -> 37.153 MB.
[2025-11-01T09:31:31.894Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:31:32.843Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:31:33.790Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:31:34.738Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:31:35.687Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:31:36.634Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:31:37.584Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:31:38.530Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:31:38.530Z] ====== gauss-mix (apache-spark) [default], iteration 1 completed (8307.533 ms) ======
[2025-11-01T09:31:38.530Z] ====== gauss-mix (apache-spark) [default], iteration 2 started ======
[2025-11-01T09:31:39.482Z] GC before operation: completed in 63.335 ms, heap usage 113.299 MB -> 38.859 MB.
[2025-11-01T09:31:40.437Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:31:41.386Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:31:42.332Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:31:43.278Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:31:44.228Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:31:45.176Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:31:46.126Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:31:47.072Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:31:47.072Z] ====== gauss-mix (apache-spark) [default], iteration 2 completed (8387.760 ms) ======
[2025-11-01T09:31:47.072Z] ====== gauss-mix (apache-spark) [default], iteration 3 started ======
[2025-11-01T09:31:47.072Z] GC before operation: completed in 64.630 ms, heap usage 217.067 MB -> 40.618 MB.
[2025-11-01T09:31:48.018Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:31:50.662Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:31:50.662Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:31:51.613Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:31:53.560Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:31:54.509Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:31:55.454Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:31:56.405Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:31:56.405Z] ====== gauss-mix (apache-spark) [default], iteration 3 completed (9101.283 ms) ======
[2025-11-01T09:31:56.405Z] ====== gauss-mix (apache-spark) [default], iteration 4 started ======
[2025-11-01T09:31:56.405Z] GC before operation: completed in 61.249 ms, heap usage 97.783 MB -> 41.520 MB.
[2025-11-01T09:31:57.351Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:31:58.299Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:31:59.249Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:32:00.196Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:32:01.145Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:32:02.170Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:32:03.118Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:32:04.070Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:32:04.070Z] ====== gauss-mix (apache-spark) [default], iteration 4 completed (7342.467 ms) ======
[2025-11-01T09:32:04.070Z] ====== gauss-mix (apache-spark) [default], iteration 5 started ======
[2025-11-01T09:32:04.070Z] GC before operation: completed in 64.015 ms, heap usage 276.510 MB -> 41.444 MB.
[2025-11-01T09:32:05.018Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:32:05.967Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:32:06.913Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:32:07.856Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:32:08.803Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:32:09.748Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:32:10.697Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:32:11.640Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:32:11.640Z] ====== gauss-mix (apache-spark) [default], iteration 5 completed (7675.121 ms) ======
[2025-11-01T09:32:11.640Z] ====== gauss-mix (apache-spark) [default], iteration 6 started ======
[2025-11-01T09:32:11.640Z] GC before operation: completed in 65.380 ms, heap usage 60.838 MB -> 41.848 MB.
[2025-11-01T09:32:12.586Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:32:13.532Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:32:14.481Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:32:15.433Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:32:16.385Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:32:17.333Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:32:18.280Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:32:19.228Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:32:19.228Z] ====== gauss-mix (apache-spark) [default], iteration 6 completed (7330.302 ms) ======
[2025-11-01T09:32:19.228Z] ====== gauss-mix (apache-spark) [default], iteration 7 started ======
[2025-11-01T09:32:19.228Z] GC before operation: completed in 65.026 ms, heap usage 233.317 MB -> 41.550 MB.
[2025-11-01T09:32:20.173Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:32:21.122Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:32:22.069Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:32:22.069Z] 09:32:21.765 WARN [block-manager-storage-async-thread-pool-16] org.apache.spark.storage.BlockManager - Block broadcast_3676_piece0 was not removed normally.
[2025-11-01T09:32:22.069Z] 09:32:21.793 ERROR [block-manager-storage-async-thread-pool-16] org.apache.spark.storage.BlockManagerStorageEndpoint - Error in removing broadcast 3676
[2025-11-01T09:32:22.069Z] org.apache.spark.SparkException: Block broadcast_3676_piece0 does not exist
[2025-11-01T09:32:22.069Z] at org.apache.spark.errors.SparkCoreErrors$.blockDoesNotExistError(SparkCoreErrors.scala:318) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockInfoManager.blockInfo(BlockInfoManager.scala:269) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockInfoManager.removeBlock(BlockInfoManager.scala:547) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManager.removeBlockInternal(BlockManager.scala:2091) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManager.removeBlock(BlockManager.scala:2057) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3$adapted(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at scala.collection.IterableOnceOps.foreach(IterableOnce.scala:619) ~[scala-library-2.13.15.jar:?]
[2025-11-01T09:32:22.069Z] at scala.collection.IterableOnceOps.foreach$(IterableOnce.scala:617) ~[scala-library-2.13.15.jar:?]
[2025-11-01T09:32:22.069Z] at scala.collection.AbstractIterator.foreach(Iterator.scala:1303) ~[scala-library-2.13.15.jar:?]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManager.removeBroadcast(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManagerStorageEndpoint$$anonfun$receiveAndReply$1.$anonfun$applyOrElse$4(BlockManagerStorageEndpoint.scala:69) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at scala.runtime.java8.JFunction0$mcI$sp.apply(JFunction0$mcI$sp.scala:17) ~[scala-library-2.13.15.jar:?]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManagerStorageEndpoint.$anonfun$doAsync$1(BlockManagerStorageEndpoint.scala:101) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at scala.concurrent.Future$.$anonfun$apply$1(Future.scala:687) ~[scala-library-2.13.15.jar:?]
[2025-11-01T09:32:22.069Z] at scala.concurrent.impl.Promise$Transformation.run(Promise.scala:467) [scala-library-2.13.15.jar:?]
[2025-11-01T09:32:22.069Z] at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1090) [?:?]
[2025-11-01T09:32:22.069Z] at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:614) [?:?]
[2025-11-01T09:32:22.069Z] at java.lang.Thread.run(Thread.java:1474) [?:?]
[2025-11-01T09:32:22.069Z] 09:32:21.816 WARN [block-manager-ask-thread-pool-81] org.apache.spark.storage.BlockManagerMaster - Failed to remove broadcast 3676 with removeFromMaster = true - Block broadcast_3676_piece0 does not exist
[2025-11-01T09:32:22.069Z] org.apache.spark.SparkException: Block broadcast_3676_piece0 does not exist
[2025-11-01T09:32:22.069Z] at org.apache.spark.errors.SparkCoreErrors$.blockDoesNotExistError(SparkCoreErrors.scala:318) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockInfoManager.blockInfo(BlockInfoManager.scala:269) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockInfoManager.removeBlock(BlockInfoManager.scala:547) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManager.removeBlockInternal(BlockManager.scala:2091) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManager.removeBlock(BlockManager.scala:2057) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManager.$anonfun$removeBroadcast$3$adapted(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at scala.collection.IterableOnceOps.foreach(IterableOnce.scala:619) ~[scala-library-2.13.15.jar:?]
[2025-11-01T09:32:22.069Z] at scala.collection.IterableOnceOps.foreach$(IterableOnce.scala:617) ~[scala-library-2.13.15.jar:?]
[2025-11-01T09:32:22.069Z] at scala.collection.AbstractIterator.foreach(Iterator.scala:1303) ~[scala-library-2.13.15.jar:?]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManager.removeBroadcast(BlockManager.scala:2029) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManagerStorageEndpoint$$anonfun$receiveAndReply$1.$anonfun$applyOrElse$4(BlockManagerStorageEndpoint.scala:69) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at scala.runtime.java8.JFunction0$mcI$sp.apply(JFunction0$mcI$sp.scala:17) ~[scala-library-2.13.15.jar:?]
[2025-11-01T09:32:22.069Z] at org.apache.spark.storage.BlockManagerStorageEndpoint.$anonfun$doAsync$1(BlockManagerStorageEndpoint.scala:101) ~[spark-core_2.13-3.5.3.jar:3.5.3]
[2025-11-01T09:32:22.069Z] at scala.concurrent.Future$.$anonfun$apply$1(Future.scala:687) ~[scala-library-2.13.15.jar:?]
[2025-11-01T09:32:22.069Z] at scala.concurrent.impl.Promise$Transformation.run(Promise.scala:467) [scala-library-2.13.15.jar:?]
[2025-11-01T09:32:22.069Z] at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1090) [?:?]
[2025-11-01T09:32:22.069Z] at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:614) [?:?]
[2025-11-01T09:32:22.069Z] at java.lang.Thread.run(Thread.java:1474) [?:?]
[2025-11-01T09:32:23.028Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:32:23.975Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:32:24.922Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:32:25.870Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:32:26.815Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:32:26.815Z] ====== gauss-mix (apache-spark) [default], iteration 7 completed (7610.216 ms) ======
[2025-11-01T09:32:26.815Z] ====== gauss-mix (apache-spark) [default], iteration 8 started ======
[2025-11-01T09:32:26.815Z] GC before operation: completed in 67.070 ms, heap usage 104.478 MB -> 42.772 MB.
[2025-11-01T09:32:27.764Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:32:28.711Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:32:29.655Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:32:30.607Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:32:31.552Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:32:32.498Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:32:33.446Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:32:34.393Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:32:34.393Z] ====== gauss-mix (apache-spark) [default], iteration 8 completed (7148.183 ms) ======
[2025-11-01T09:32:34.393Z] ====== gauss-mix (apache-spark) [default], iteration 9 started ======
[2025-11-01T09:32:34.393Z] GC before operation: completed in 67.173 ms, heap usage 232.792 MB -> 42.771 MB.
[2025-11-01T09:32:35.340Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:32:36.285Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:32:36.285Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:32:37.232Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:32:38.178Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:32:39.127Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:32:40.080Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:32:41.028Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:32:41.029Z] ====== gauss-mix (apache-spark) [default], iteration 9 completed (7124.669 ms) ======
[2025-11-01T09:32:41.029Z] ====== gauss-mix (apache-spark) [default], iteration 10 started ======
[2025-11-01T09:32:41.029Z] GC before operation: completed in 81.024 ms, heap usage 139.485 MB -> 42.403 MB.
[2025-11-01T09:32:42.989Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:32:43.948Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:32:44.904Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:32:45.848Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:32:46.793Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:32:46.793Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:32:47.739Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:32:48.686Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:32:48.686Z] ====== gauss-mix (apache-spark) [default], iteration 10 completed (7770.031 ms) ======
[2025-11-01T09:32:48.686Z] ====== gauss-mix (apache-spark) [default], iteration 11 started ======
[2025-11-01T09:32:48.686Z] GC before operation: completed in 72.865 ms, heap usage 50.018 MB -> 42.823 MB.
[2025-11-01T09:32:49.634Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:32:51.021Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:32:51.970Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:32:52.920Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:32:52.920Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:32:53.867Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:32:54.819Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:32:55.772Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:32:55.772Z] ====== gauss-mix (apache-spark) [default], iteration 11 completed (6718.573 ms) ======
[2025-11-01T09:32:55.772Z] ====== gauss-mix (apache-spark) [default], iteration 12 started ======
[2025-11-01T09:32:55.772Z] GC before operation: completed in 71.533 ms, heap usage 190.725 MB -> 42.565 MB.
[2025-11-01T09:32:56.717Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:32:57.665Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:32:58.609Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:32:59.560Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:33:00.508Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:33:00.508Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:33:01.455Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:33:02.550Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:33:02.550Z] ====== gauss-mix (apache-spark) [default], iteration 12 completed (6786.955 ms) ======
[2025-11-01T09:33:02.550Z] ====== gauss-mix (apache-spark) [default], iteration 13 started ======
[2025-11-01T09:33:02.550Z] GC before operation: completed in 71.392 ms, heap usage 330.365 MB -> 42.442 MB.
[2025-11-01T09:33:03.500Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:33:04.451Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:33:05.395Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:33:06.343Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:33:07.291Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:33:07.291Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:33:08.235Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:33:09.183Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:33:09.183Z] ====== gauss-mix (apache-spark) [default], iteration 13 completed (6679.605 ms) ======
[2025-11-01T09:33:09.183Z] ====== gauss-mix (apache-spark) [default], iteration 14 started ======
[2025-11-01T09:33:09.183Z] GC before operation: completed in 68.262 ms, heap usage 304.567 MB -> 42.791 MB.
[2025-11-01T09:33:10.130Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:33:11.075Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:33:12.025Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:33:12.978Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:33:13.924Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:33:14.877Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:33:15.822Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:33:16.771Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:33:16.771Z] ====== gauss-mix (apache-spark) [default], iteration 14 completed (7705.018 ms) ======
[2025-11-01T09:33:16.771Z] ====== gauss-mix (apache-spark) [default], iteration 15 started ======
[2025-11-01T09:33:17.720Z] GC before operation: completed in 69.114 ms, heap usage 125.382 MB -> 42.480 MB.
[2025-11-01T09:33:18.666Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:33:19.613Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:33:19.613Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:33:20.560Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:33:21.508Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:33:22.457Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:33:23.406Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:33:24.353Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:33:24.353Z] ====== gauss-mix (apache-spark) [default], iteration 15 completed (6904.676 ms) ======
[2025-11-01T09:33:24.353Z] ====== gauss-mix (apache-spark) [default], iteration 16 started ======
[2025-11-01T09:33:24.353Z] GC before operation: completed in 66.159 ms, heap usage 365.587 MB -> 43.024 MB.
[2025-11-01T09:33:25.298Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:33:26.245Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:33:27.197Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:33:27.197Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:33:28.141Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:33:29.089Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:33:30.034Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:33:30.978Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:33:30.978Z] ====== gauss-mix (apache-spark) [default], iteration 16 completed (6740.244 ms) ======
[2025-11-01T09:33:30.978Z] ====== gauss-mix (apache-spark) [default], iteration 17 started ======
[2025-11-01T09:33:30.978Z] GC before operation: completed in 68.531 ms, heap usage 378.144 MB -> 42.842 MB.
[2025-11-01T09:33:31.928Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:33:32.872Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:33:33.821Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:33:34.767Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:33:34.767Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:33:35.718Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:33:36.661Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:33:37.605Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:33:37.605Z] ====== gauss-mix (apache-spark) [default], iteration 17 completed (6743.185 ms) ======
[2025-11-01T09:33:37.605Z] ====== gauss-mix (apache-spark) [default], iteration 18 started ======
[2025-11-01T09:33:37.605Z] GC before operation: completed in 69.766 ms, heap usage 211.320 MB -> 42.379 MB.
[2025-11-01T09:33:38.552Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:33:39.497Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:33:40.443Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:33:41.387Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:33:42.336Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:33:43.281Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:33:43.281Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:33:44.233Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:33:44.233Z] ====== gauss-mix (apache-spark) [default], iteration 18 completed (6645.579 ms) ======
[2025-11-01T09:33:44.233Z] ====== gauss-mix (apache-spark) [default], iteration 19 started ======
[2025-11-01T09:33:44.233Z] GC before operation: completed in 68.755 ms, heap usage 152.966 MB -> 42.728 MB.
[2025-11-01T09:33:45.179Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:33:46.129Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:33:47.079Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:33:48.025Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:33:48.972Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:33:49.918Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:33:51.397Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:33:52.528Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:33:52.528Z] ====== gauss-mix (apache-spark) [default], iteration 19 completed (6869.954 ms) ======
[2025-11-01T09:33:52.528Z] ====== gauss-mix (apache-spark) [default], iteration 20 started ======
[2025-11-01T09:33:52.528Z] GC before operation: completed in 68.772 ms, heap usage 139.247 MB -> 42.590 MB.
[2025-11-01T09:33:52.528Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:33:53.475Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:33:54.423Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:33:55.367Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:33:55.367Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:33:56.312Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:33:57.257Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:33:58.205Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:33:58.205Z] ====== gauss-mix (apache-spark) [default], iteration 20 completed (6743.815 ms) ======
[2025-11-01T09:33:58.205Z] ====== gauss-mix (apache-spark) [default], iteration 21 started ======
[2025-11-01T09:33:58.205Z] GC before operation: completed in 70.025 ms, heap usage 190.605 MB -> 42.427 MB.
[2025-11-01T09:33:59.151Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:34:00.100Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:34:01.051Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:34:02.007Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:34:02.007Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:34:02.969Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:34:03.919Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:34:04.867Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:34:04.867Z] ====== gauss-mix (apache-spark) [default], iteration 21 completed (6581.459 ms) ======
[2025-11-01T09:34:04.867Z] ====== gauss-mix (apache-spark) [default], iteration 22 started ======
[2025-11-01T09:34:04.867Z] GC before operation: completed in 75.163 ms, heap usage 305.053 MB -> 42.781 MB.
[2025-11-01T09:34:05.813Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:34:06.759Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:34:07.716Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:34:08.664Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:34:08.664Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:34:09.613Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:34:10.561Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:34:11.510Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:34:11.510Z] ====== gauss-mix (apache-spark) [default], iteration 22 completed (6529.079 ms) ======
[2025-11-01T09:34:11.510Z] ====== gauss-mix (apache-spark) [default], iteration 23 started ======
[2025-11-01T09:34:11.510Z] GC before operation: completed in 77.855 ms, heap usage 306.584 MB -> 42.662 MB.
[2025-11-01T09:34:12.454Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:34:13.402Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:34:14.349Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:34:15.326Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:34:15.326Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:34:16.274Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:34:17.220Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:34:18.168Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:34:18.168Z] ====== gauss-mix (apache-spark) [default], iteration 23 completed (6669.842 ms) ======
[2025-11-01T09:34:18.168Z] ====== gauss-mix (apache-spark) [default], iteration 24 started ======
[2025-11-01T09:34:18.168Z] GC before operation: completed in 66.626 ms, heap usage 84.325 MB -> 42.846 MB.
[2025-11-01T09:34:19.115Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:34:20.061Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:34:21.008Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:34:21.955Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:34:22.902Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:34:22.903Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:34:23.857Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:34:24.805Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:34:24.805Z] ====== gauss-mix (apache-spark) [default], iteration 24 completed (6630.513 ms) ======
[2025-11-01T09:34:24.805Z] ====== gauss-mix (apache-spark) [default], iteration 25 started ======
[2025-11-01T09:34:24.805Z] GC before operation: completed in 69.993 ms, heap usage 270.019 MB -> 42.607 MB.
[2025-11-01T09:34:25.752Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:34:26.700Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:34:27.644Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:34:28.589Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:34:29.540Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:34:30.486Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:34:31.434Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:34:32.382Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:34:32.382Z] ====== gauss-mix (apache-spark) [default], iteration 25 completed (6908.524 ms) ======
[2025-11-01T09:34:32.382Z] ====== gauss-mix (apache-spark) [default], iteration 26 started ======
[2025-11-01T09:34:32.382Z] GC before operation: completed in 77.218 ms, heap usage 153.689 MB -> 42.406 MB.
[2025-11-01T09:34:33.329Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:34:34.274Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:34:35.231Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:34:36.178Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:34:36.178Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:34:37.124Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:34:38.074Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:34:39.023Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:34:39.023Z] ====== gauss-mix (apache-spark) [default], iteration 26 completed (6963.072 ms) ======
[2025-11-01T09:34:39.023Z] ====== gauss-mix (apache-spark) [default], iteration 27 started ======
[2025-11-01T09:34:39.023Z] GC before operation: completed in 69.444 ms, heap usage 137.080 MB -> 42.841 MB.
[2025-11-01T09:34:39.973Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:34:40.922Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:34:41.870Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:34:42.815Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:34:42.815Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:34:43.764Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:34:44.710Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:34:45.658Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:34:45.658Z] ====== gauss-mix (apache-spark) [default], iteration 27 completed (6611.065 ms) ======
[2025-11-01T09:34:45.658Z] ====== gauss-mix (apache-spark) [default], iteration 28 started ======
[2025-11-01T09:34:45.658Z] GC before operation: completed in 65.405 ms, heap usage 186.834 MB -> 42.640 MB.
[2025-11-01T09:34:46.601Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:34:47.547Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:34:48.492Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:34:49.439Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:34:50.383Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:34:50.383Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:34:51.331Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:34:52.972Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:34:52.972Z] ====== gauss-mix (apache-spark) [default], iteration 28 completed (6710.868 ms) ======
[2025-11-01T09:34:52.972Z] ====== gauss-mix (apache-spark) [default], iteration 29 started ======
[2025-11-01T09:34:52.972Z] GC before operation: completed in 81.721 ms, heap usage 264.493 MB -> 43.053 MB.
[2025-11-01T09:34:53.929Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:34:53.929Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:34:54.879Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:34:55.822Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:34:56.772Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:34:57.718Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:34:58.664Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:34:59.609Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:34:59.609Z] ====== gauss-mix (apache-spark) [default], iteration 29 completed (6631.410 ms) ======
[2025-11-01T09:34:59.609Z] ====== gauss-mix (apache-spark) [default], iteration 30 started ======
[2025-11-01T09:34:59.609Z] GC before operation: completed in 69.927 ms, heap usage 204.050 MB -> 42.802 MB.
[2025-11-01T09:35:00.554Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:35:00.554Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:35:01.501Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:35:02.524Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:35:03.472Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:35:04.416Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:35:05.364Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:35:05.364Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:35:05.364Z] ====== gauss-mix (apache-spark) [default], iteration 30 completed (6524.465 ms) ======
[2025-11-01T09:35:05.364Z] ====== gauss-mix (apache-spark) [default], iteration 31 started ======
[2025-11-01T09:35:06.310Z] GC before operation: completed in 71.885 ms, heap usage 62.246 MB -> 42.536 MB.
[2025-11-01T09:35:06.310Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:35:07.256Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:35:08.203Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:35:09.147Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:35:10.095Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:35:11.041Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:35:11.041Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:35:11.985Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:35:11.985Z] ====== gauss-mix (apache-spark) [default], iteration 31 completed (6487.723 ms) ======
[2025-11-01T09:35:11.985Z] ====== gauss-mix (apache-spark) [default], iteration 32 started ======
[2025-11-01T09:35:11.985Z] GC before operation: completed in 68.595 ms, heap usage 66.904 MB -> 42.812 MB.
[2025-11-01T09:35:12.942Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:35:13.886Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:35:14.833Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:35:15.778Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:35:16.725Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:35:17.672Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:35:18.620Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:35:19.567Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:35:19.567Z] ====== gauss-mix (apache-spark) [default], iteration 32 completed (6813.468 ms) ======
[2025-11-01T09:35:19.567Z] ====== gauss-mix (apache-spark) [default], iteration 33 started ======
[2025-11-01T09:35:19.567Z] GC before operation: completed in 70.031 ms, heap usage 147.886 MB -> 42.569 MB.
[2025-11-01T09:35:20.516Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:35:20.516Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:35:21.461Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:35:22.406Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:35:23.353Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:35:24.297Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:35:25.242Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:35:26.189Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:35:26.189Z] ====== gauss-mix (apache-spark) [default], iteration 33 completed (6463.974 ms) ======
[2025-11-01T09:35:26.189Z] ====== gauss-mix (apache-spark) [default], iteration 34 started ======
[2025-11-01T09:35:26.189Z] GC before operation: completed in 68.082 ms, heap usage 262.554 MB -> 42.385 MB.
[2025-11-01T09:35:27.135Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:35:27.135Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:35:28.089Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:35:29.051Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:35:29.999Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:35:30.943Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:35:31.895Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:35:31.895Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:35:32.844Z] ====== gauss-mix (apache-spark) [default], iteration 34 completed (6570.252 ms) ======
[2025-11-01T09:35:32.844Z] ====== gauss-mix (apache-spark) [default], iteration 35 started ======
[2025-11-01T09:35:32.844Z] GC before operation: completed in 68.147 ms, heap usage 61.512 MB -> 42.752 MB.
[2025-11-01T09:35:33.800Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:35:33.800Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:35:34.750Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:35:35.700Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:35:36.648Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:35:37.594Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:35:38.538Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:35:38.538Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:35:39.487Z] ====== gauss-mix (apache-spark) [default], iteration 35 completed (6567.470 ms) ======
[2025-11-01T09:35:39.487Z] ====== gauss-mix (apache-spark) [default], iteration 36 started ======
[2025-11-01T09:35:39.487Z] GC before operation: completed in 68.460 ms, heap usage 73.840 MB -> 42.478 MB.
[2025-11-01T09:35:40.434Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:35:41.382Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:35:41.382Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:35:42.368Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:35:43.312Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:35:44.262Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:35:45.212Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:35:46.159Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:35:46.159Z] ====== gauss-mix (apache-spark) [default], iteration 36 completed (6837.687 ms) ======
[2025-11-01T09:35:46.159Z] ====== gauss-mix (apache-spark) [default], iteration 37 started ======
[2025-11-01T09:35:46.159Z] GC before operation: completed in 71.264 ms, heap usage 353.979 MB -> 43.012 MB.
[2025-11-01T09:35:47.105Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:35:48.053Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:35:48.053Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:35:48.999Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:35:49.950Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:35:50.895Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:35:51.848Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:35:52.800Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:35:52.800Z] ====== gauss-mix (apache-spark) [default], iteration 37 completed (6612.395 ms) ======
[2025-11-01T09:35:52.800Z] ====== gauss-mix (apache-spark) [default], iteration 38 started ======
[2025-11-01T09:35:52.800Z] GC before operation: completed in 71.150 ms, heap usage 62.189 MB -> 42.726 MB.
[2025-11-01T09:35:54.108Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:35:55.402Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:35:55.402Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:35:56.354Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:35:57.306Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:35:57.306Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:35:58.251Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:35:59.202Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:35:59.202Z] ====== gauss-mix (apache-spark) [default], iteration 38 completed (6679.397 ms) ======
[2025-11-01T09:35:59.202Z] ====== gauss-mix (apache-spark) [default], iteration 39 started ======
[2025-11-01T09:35:59.202Z] GC before operation: completed in 73.367 ms, heap usage 186.385 MB -> 42.511 MB.
[2025-11-01T09:36:00.149Z] Accuracy (validation) = 0.99556 for the model trained with K = 12, maxIterations = 25, and seed = 159147643.
[2025-11-01T09:36:01.096Z] Accuracy (validation) = 0.98333 for the model trained with K = 12, maxIterations = 25, and seed = 159147644.
[2025-11-01T09:36:02.200Z] Accuracy (validation) = 0.99778 for the model trained with K = 12, maxIterations = 25, and seed = 159147645.
[2025-11-01T09:36:03.149Z] Accuracy (validation) = 0.99889 for the model trained with K = 12, maxIterations = 25, and seed = 159147646.
[2025-11-01T09:36:03.149Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147643.
[2025-11-01T09:36:04.094Z] Accuracy (validation) = 0.99778 for the model trained with K = 9, maxIterations = 30, and seed = 159147644.
[2025-11-01T09:36:05.043Z] Accuracy (validation) = 0.99889 for the model trained with K = 9, maxIterations = 30, and seed = 159147645.
[2025-11-01T09:36:05.988Z] Accuracy (validation) = 1.00000 for the model trained with K = 9, maxIterations = 30, and seed = 159147646.
[2025-11-01T09:36:05.988Z] ====== gauss-mix (apache-spark) [default], iteration 39 completed (6578.174 ms) ======
[2025-11-01T09:36:05.988Z] -----------------------------------
[2025-11-01T09:36:05.988Z] renaissance-gauss-mix_0_PASSED
[2025-11-01T09:36:05.988Z] -----------------------------------
[2025-11-01T09:36:05.988Z]
[2025-11-01T09:36:05.988Z] TEST TEARDOWN:
[2025-11-01T09:36:05.988Z] Nothing to be done for teardown.
[2025-11-01T09:36:05.988Z] renaissance-gauss-mix_0 Finish Time: Sat Nov 1 09:36:05 2025 Epoch Time (ms): 1761989765774