From 9b1190b39775c1e72f3eaa7bf70f3aa642681d41 Mon Sep 17 00:00:00 2001
From: Igor Rukhovich <igor.rukhovich@intel.com>
Date: Fri, 16 Jul 2021 13:52:58 +0300
Subject: [PATCH] Additional gpu config + codeowner

---
 .github/CODEOWNERS                            |   7 +-
 .../xgboost/xgb_gpu_additional_config.json    | 141 ++++++++++++++++++
 ...u_config.json => xgb_gpu_main_config.json} |   0
 3 files changed, 145 insertions(+), 3 deletions(-)
 create mode 100644 configs/xgboost/xgb_gpu_additional_config.json
 rename configs/xgboost/{xgb_gpu_config.json => xgb_gpu_main_config.json} (100%)

diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
index 914918261..aacf53040 100755
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -1,8 +1,9 @@
 #owners and reviewers
-sklearn_bench/*       @PetrovKP @Alexsandruss
-daal4py_bench/*       @PetrovKP @Alexsandruss
 cuml_bench/*          @PetrovKP @Alexsandruss
-datasets/*            @PetrovKP @Alexsandruss
+daal4py_bench/*       @PetrovKP @Alexsandruss
+datasets/*            @PetrovKP @Alexsandruss @RukhovichIV
 modelbuilders_bench/* @ShvetsKS @RukhovichIV
+report_generator/*    @PetrovKP @Alexsandruss @RukhovichIV
+sklearn_bench/*       @PetrovKP @Alexsandruss
 xgboost_bench/*       @ShvetsKS @RukhovichIV
 *.md                  @outoftardis
diff --git a/configs/xgboost/xgb_gpu_additional_config.json b/configs/xgboost/xgb_gpu_additional_config.json
new file mode 100644
index 000000000..75036ad4b
--- /dev/null
+++ b/configs/xgboost/xgb_gpu_additional_config.json
@@ -0,0 +1,141 @@
+{
+    "common": {
+        "lib": "xgboost",
+        "data-format": "cudf",
+        "data-order": "F",
+        "dtype": "float32",
+        "algorithm": "gbt",
+        "tree-method": "gpu_hist",
+        "count-dmatrix": "",
+        "max-depth": 8,
+        "learning-rate": 0.1,
+        "reg-lambda": 1,
+        "max-leaves": 256
+    },
+    "cases": [
+        {
+            "objective": "binary:logistic",
+            "scale-pos-weight": 2.1067817411664587,
+            "dataset": [
+                {
+                    "source": "npy",
+                    "name": "airline",
+                    "training": {
+                        "x": "data/airline_x_train.npy",
+                        "y": "data/airline_y_train.npy"
+                    },
+                    "testing": {
+                        "x": "data/airline_x_test.npy",
+                        "y": "data/airline_y_test.npy"
+                    }
+                }
+            ]
+        },
+        {
+            "objective": "binary:logistic",
+            "scale-pos-weight": 173.63348001466812,
+            "dataset": [
+                {
+                    "source": "npy",
+                    "name": "bosch",
+                    "training": {
+                        "x": "data/bosch_x_train.npy",
+                        "y": "data/bosch_y_train.npy"
+                    },
+                    "testing": {
+                        "x": "data/bosch_x_test.npy",
+                        "y": "data/bosch_y_test.npy"
+                    }
+                }
+            ]
+        },
+        {
+            "objective": "multi:softmax",
+            "dataset": [
+                {
+                    "source": "npy",
+                    "name": "covtype",
+                    "training": {
+                        "x": "data/covtype_x_train.npy",
+                        "y": "data/covtype_y_train.npy"
+                    },
+                    "testing": {
+                        "x": "data/covtype_x_test.npy",
+                        "y": "data/covtype_y_test.npy"
+                    }
+                }
+            ]
+        },
+        {
+            "objective": "binary:logistic",
+            "scale-pos-weight": 2.0017715678375363,
+            "dataset": [
+                {
+                    "source": "npy",
+                    "name": "epsilon",
+                    "training": {
+                        "x": "data/epsilon_x_train.npy",
+                        "y": "data/epsilon_y_train.npy"
+                    },
+                    "testing": {
+                        "x": "data/epsilon_x_test.npy",
+                        "y": "data/epsilon_y_test.npy"
+                    }
+                }
+            ]
+        },
+        {
+            "objective": "binary:logistic",
+            "scale-pos-weight": 578.2868020304569,
+            "dataset": [
+                {
+                    "source": "npy",
+                    "name": "fraud",
+                    "training": {
+                        "x": "data/fraud_x_train.npy",
+                        "y": "data/fraud_y_train.npy"
+                    },
+                    "testing": {
+                        "x": "data/fraud_x_test.npy",
+                        "y": "data/fraud_y_test.npy"
+                    }
+                }
+            ]
+        },
+        {
+            "objective": "binary:logistic",
+            "scale-pos-weight": 1.8872389605086624,
+            "dataset": [
+                {
+                    "source": "npy",
+                    "name": "higgs",
+                    "training": {
+                        "x": "data/higgs_x_train.npy",
+                        "y": "data/higgs_y_train.npy"
+                    },
+                    "testing": {
+                        "x": "data/higgs_x_test.npy",
+                        "y": "data/higgs_y_test.npy"
+                    }
+                }
+            ]
+        },
+        {
+            "objective": "reg:squarederror",
+            "dataset": [
+                {
+                    "source": "npy",
+                    "name": "year_prediction_msd",
+                    "training": {
+                        "x": "data/year_prediction_msd_x_train.npy",
+                        "y": "data/year_prediction_msd_y_train.npy"
+                    },
+                    "testing": {
+                        "x": "data/year_prediction_msd_x_test.npy",
+                        "y": "data/year_prediction_msd_y_test.npy"
+                    }
+                }
+            ]
+        }
+    ]
+}
diff --git a/configs/xgboost/xgb_gpu_config.json b/configs/xgboost/xgb_gpu_main_config.json
similarity index 100%
rename from configs/xgboost/xgb_gpu_config.json
rename to configs/xgboost/xgb_gpu_main_config.json