From 27ed846e7a8f649205202b50e093c158895e8b53 Mon Sep 17 00:00:00 2001 From: Lee Yang Date: Tue, 5 Nov 2024 09:35:14 -0800 Subject: [PATCH] Update models for latest emr, onprem eventlogs (#1410) Signed-off-by: Lee Yang --- .../qualx/models/xgboost/combined.cfg | 2 +- .../qualx/models/xgboost/combined.json | 2 +- .../qualx/models/xgboost/combined.metrics | 212 +++++++++--------- .../resources/qualx/models/xgboost/emr.cfg | 2 +- .../resources/qualx/models/xgboost/emr.json | 2 +- .../qualx/models/xgboost/emr.metrics | 198 ++++++++-------- .../resources/qualx/models/xgboost/onprem.cfg | 2 +- .../qualx/models/xgboost/onprem.json | 2 +- .../qualx/models/xgboost/onprem.metrics | 208 ++++++++--------- 9 files changed, 315 insertions(+), 315 deletions(-) diff --git a/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/combined.cfg b/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/combined.cfg index 7ee346b93..43077e3b1 100644 --- a/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/combined.cfg +++ b/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/combined.cfg @@ -1 +1 @@ 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\ No newline at end of file +{"learner":{"generic_param":{"device":"cpu","fail_on_invalid_gpu_id":"0","n_jobs":"0","nthread":"0","random_state":"0","seed":"0","seed_per_iteration":"0","validate_parameters":"1"},"gradient_booster":{"gbtree_model_param":{"num_parallel_tree":"1","num_trees":"99"},"gbtree_train_param":{"process_type":"default","tree_method":"auto","updater":"grow_quantile_histmaker","updater_seq":"grow_quantile_histmaker"},"name":"gbtree","specified_updater":false,"tree_train_param":{"alpha":"0","cache_opt":"1","colsample_bylevel":"1","colsample_bynode":"1","colsample_bytree":"1","eta":"0.0407072231","gamma":"0.0526502468","grow_policy":"depthwise","interaction_constraints":"","lambda":"1","learning_rate":"0.0407072231","max_bin":"256","max_cat_threshold":"64","max_cat_to_onehot":"4","max_delta_step":"0","max_depth":"6","max_leaves":"0","min_child_weight":"3","min_split_loss":"0.0526502468","monotone_constraints":"()","refresh_leaf":"1","reg_alpha":"0","reg_lambda":"1","sampling_method":"uniform","sketch_ratio":"2","sparse_threshold":"0.20000000000000001","subsample":"0.672449529"},"updater":[{"hist_train_param":{"debug_synchronize":"0","max_cached_hist_node":"65536"},"name":"grow_quantile_histmaker"}]},"learner_model_param":{"base_score":"7.371182E-1","boost_from_average":"1","num_class":"0","num_feature":"108","num_target":"1"},"learner_train_param":{"booster":"gbtree","disable_default_eval_metric":"0","multi_strategy":"one_output_per_tree","objective":"reg:squarederror"},"metrics":[{"name":"mae"},{"name":"mape"}],"objective":{"name":"reg:squarederror","reg_loss_param":{"scale_pos_weight":"1"}}},"version":[2,0,3]} 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\ No newline at end of file diff --git a/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/combined.metrics b/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/combined.metrics index 01a0d4785..96dabcb99 100644 --- a/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/combined.metrics +++ b/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/combined.metrics @@ -1,109 +1,109 @@ ,feature,shap_value,mean,std,min,25%,50%,75%,max -0,executorCPUTime_mean,0.17134997,1951.3743874947625,9990.549242849245,3.875,241.00292397660817,521.3935860058309,1306.375,227947.84615384616 -1,input_bytesRead_mean,0.09765926,17183601.817995824,25784975.86219411,3240.8,2894570.7264150945,7951296.582460979,19166490.746331237,178342334.9422222 -2,scan_bw,0.09219311,1050297.4787422144,1955358.213001325,0.0,89994.28187919463,268452.9604221636,1089559.8471760796,17385294.707427993 -3,duration_max,0.08709917,25050.089789431862,156379.14491642805,15.0,1230.0,3424.0,7330.0,3183955.0 -4,sr_localBytesReadRatio,0.057955116,0.3874037369817425,0.9181428182228664,0.0,0.0015187803186641536,0.06933355656898317,0.32740750707941785,11.586801193589288 -5,sr_localBytesRead_mean,0.053043935,2823696.3838026943,6568300.110379074,0.0,7456.299719887955,416274.183908046,2464676.252914798,104601898.28278689 -6,executorDeserializeCPUTime_mean,0.048716076,9.64927785119263,18.69245762072734,0.01225114854517611,1.4396359763771904,2.719269102990033,8.607843137254902,245.76923076923077 -7,numExecutors,0.04513528,5.120381406436233,3.355140115745349,1.0,1.0,7.0,8.0,14.0 -8,peakExecutionMemory_max,0.03858113,576067925.2904251,1531773202.0853636,0.0,67633136.0,151257088.0,494927776.0,25501360736.0 -9,maxOnHeapMem,0.033844523,14804908283.088995,7989913351.228977,455501414.0,8974132838.0,10119177830.0,25581060096.0,26104509235.0 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\ No newline at end of file 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b/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/onprem.cfg index 7f3862746..f1909ca15 100644 --- a/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/onprem.cfg +++ b/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/onprem.cfg @@ -1 +1 @@ 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\ No newline at end of file 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\ No newline at end of file diff --git a/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/onprem.json b/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/onprem.json index 7824da686..691af8005 100644 --- a/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/onprem.json +++ b/user_tools/src/spark_rapids_pytools/resources/qualx/models/xgboost/onprem.json @@ -1 +1 @@ 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