Skip to content

Instantly share code, notes, and snippets.

Embed
What would you like to do?
XGBoost vs LightGBM vs CatBoost.ipynb
{
"cells": [
{
"metadata": {
"ExecuteTime": {
"end_time": "2020-12-16T07:50:23.788402Z",
"start_time": "2020-12-16T07:50:10.804419Z"
},
"scrolled": true,
"trusted": true
},
"cell_type": "code",
"source": "import pandas as pd\nimport numpy as np\nimport time\nfrom sklearn.model_selection import train_test_split\n\n# Read data\ndata = pd.read_csv(\"flights.csv\")\ndata = data.sample(frac = 0.1, random_state=10)\n\n# Data preprocessing\ndata = data[[\"MONTH\",\"DAY\",\"DAY_OF_WEEK\",\"AIRLINE\",\"FLIGHT_NUMBER\",\"DESTINATION_AIRPORT\",\n \"ORIGIN_AIRPORT\",\"AIR_TIME\", \"DEPARTURE_TIME\",\"DISTANCE\",\"ARRIVAL_DELAY\"]]\ndata.dropna(inplace=True)\n\ndata[\"ARRIVAL_DELAY\"] = (data[\"ARRIVAL_DELAY\"] > 10)*1\n\ncols = [\"AIRLINE\",\"FLIGHT_NUMBER\",\"DESTINATION_AIRPORT\",\"ORIGIN_AIRPORT\"]\nfor item in cols:\n data[item] = data[item].astype(\"category\").cat.codes +1\n\nprint(data.head())\n\n# train test split\ntrain, test, y_train, y_test = train_test_split(data.drop([\"ARRIVAL_DELAY\"], axis=1), data[\"ARRIVAL_DELAY\"],\n random_state=10, test_size=0.25)",
"execution_count": 1,
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": "C:\\Users\\desse\\AppData\\Local\\Programs\\Python\\Python36\\lib\\site-packages\\IPython\\core\\interactiveshell.py:3058: DtypeWarning: Columns (7,8) have mixed types.Specify dtype option on import or set low_memory=False.\n interactivity=interactivity, compiler=compiler, result=result)\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": " MONTH DAY DAY_OF_WEEK AIRLINE FLIGHT_NUMBER DESTINATION_AIRPORT \\\n411984 1 28 3 14 102 717 \n3591965 8 11 2 3 152 748 \n526451 2 4 3 4 1184 597 \n1336011 3 27 5 14 170 770 \n3424502 8 1 6 14 4321 772 \n\n ORIGIN_AIRPORT AIR_TIME DEPARTURE_TIME DISTANCE ARRIVAL_DELAY \n411984 608 102.0 713.0 634 0 \n3591965 690 134.0 111.0 1028 1 \n526451 740 111.0 1734.0 931 0 \n1336011 609 173.0 1807.0 1436 0 \n3424502 544 63.0 2151.0 481 1 \n"
}
]
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2020-12-16T00:59:34.610328Z",
"start_time": "2020-12-15T22:30:15.126489Z"
},
"trusted": true
},
"cell_type": "code",
"source": "# Example of XGBoost\nimport xgboost as xgb\nfrom sklearn import metrics\nfrom sklearn.model_selection import GridSearchCV\n\n\ndef auc(m, train, test):\n return (metrics.roc_auc_score(y_train, m.predict_proba(train)[:, 1]),\n metrics.roc_auc_score(y_test, m.predict_proba(test)[:, 1]))\n\n\n# Parameter Tuning\nmodel = xgb.XGBClassifier()\nparam_dist = {\"max_depth\": [10, 30, 50],\n \"min_child_weight\": [1, 3, 6],\n \"n_estimators\": [200],\n \"learning_rate\": [0.05, 0.1, 0.16], }\ngrid_search = GridSearchCV(model, param_grid=param_dist, cv=3,\n verbose=10, n_jobs=-1)\ngrid_search.fit(train, y_train)\n\ngrid_search.best_estimator_\n\nmodel = xgb.XGBClassifier(max_depth=50, min_child_weight=1, n_estimators=200,\n n_jobs=-1, verbose=1, learning_rate=0.16)\nmodel.fit(train, y_train)\n\nauc(model, train, test)",
"execution_count": null,
"outputs": []
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2020-12-16T08:17:01.050293Z",
"start_time": "2020-12-16T08:12:36.708419Z"
},
"trusted": true
},
"cell_type": "code",
"source": "# Example of LightGBM\nimport lightgbm as lgb\nfrom sklearn import metrics\nfrom sklearn.model_selection import GridSearchCV\n\n\ndef auc2(m, train, test): \n return (metrics.roc_auc_score(y_train,m.predict(train)),\n metrics.roc_auc_score(y_test,m.predict(test)))\n\nlg = lgb.LGBMClassifier(silent=False)\nparam_dist = {\"max_depth\": [25,50, 75],\n \"learning_rate\" : [0.01,0.05,0.1],\n \"num_leaves\": [300,900,1200],\n }\ngrid_search = GridSearchCV(lg, n_jobs=-1, param_grid=param_dist, cv = 3, scoring=\"roc_auc\", verbose=5)\ngrid_search.fit(train,y_train)\ngrid_search.best_estimator_\n\n# n_estimator of LightGBM is called num_boost_round\ndata_train = lgb.Dataset(train, label=y_train, free_raw_data=False)\nparams = {\"max_depth\": 50, \"learning_rate\" : 0.1, \"num_leaves\": 900, \"num_boost_round\": 300}\n\n# Without Categorical Features\nmodel_without_categorical = lgb.train(params, data_train)\nauc2(model_without_categorical, train, test)\n\n#With Catgeorical Features\ncate_features_name = [\"MONTH\",\"DAY\",\"DAY_OF_WEEK\",\"AIRLINE\",\"DESTINATION_AIRPORT\",\n \"ORIGIN_AIRPORT\"]\nmodel_with_categorical = lgb.train(params, data_train, categorical_feature = cate_features_name)\nauc2(model_with_categorical, train, test)",
"execution_count": 4,
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "Fitting 3 folds for each of 27 candidates, totalling 81 fits\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "[Parallel(n_jobs=-1)]: Using backend LokyBackend with 12 concurrent workers.\n[Parallel(n_jobs=-1)]: Done 48 tasks | elapsed: 2.6min\n[Parallel(n_jobs=-1)]: Done 75 out of 81 | elapsed: 3.5min remaining: 16.8s\n[Parallel(n_jobs=-1)]: Done 81 out of 81 | elapsed: 3.6min finished\nC:\\Users\\desse\\AppData\\Local\\Programs\\Python\\Python36\\lib\\site-packages\\lightgbm\\engine.py:148: UserWarning: Found `num_boost_round` in params. Will use it instead of argument\n warnings.warn(\"Found `{}` in params. Will use it instead of argument\".format(alias))\nC:\\Users\\desse\\AppData\\Local\\Programs\\Python\\Python36\\lib\\site-packages\\lightgbm\\engine.py:148: UserWarning: Found `num_boost_round` in params. Will use it instead of argument\n warnings.warn(\"Found `{}` in params. Will use it instead of argument\".format(alias))\nC:\\Users\\desse\\AppData\\Local\\Programs\\Python\\Python36\\lib\\site-packages\\lightgbm\\basic.py:1295: UserWarning: categorical_feature in Dataset is overridden.\nNew categorical_feature is ['AIRLINE', 'DAY', 'DAY_OF_WEEK', 'DESTINATION_AIRPORT', 'MONTH', 'ORIGIN_AIRPORT']\n 'New categorical_feature is {}'.format(sorted(list(categorical_feature))))\n"
},
{
"data": {
"text/plain": "(0.9981758315059435, 0.7733837850395386)"
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2020-12-16T08:47:22.338572Z",
"start_time": "2020-12-16T08:30:47.061842Z"
},
"trusted": true
},
"cell_type": "code",
"source": "# Example of Catboost\nimport catboost as cb\n\ncat_features_index = [0,1,2,3,4,5,6]\n\ndef auc(m, train, test): \n return (metrics.roc_auc_score(y_train,m.predict_proba(train)[:,1]),\n metrics.roc_auc_score(y_test,m.predict_proba(test)[:,1]))\n\n# n_estimator of LightGBM is called iterations\nparams = {'depth': [4, 7, 10],\n 'learning_rate' : [0.03, 0.1, 0.15],\n 'l2_leaf_reg': [1,4,9],\n 'iterations': [300]}\ncb = cb.CatBoostClassifier()\ncb_model = GridSearchCV(cb, params, scoring=\"roc_auc\", cv = 3)\ncb_model.fit(train, y_train)\n\n# Without Categorical features\nclf_without_categorical = cb.CatBoostClassifier(eval_metric=\"AUC\", depth=10, iterations= 500, l2_leaf_reg= 9, learning_rate= 0.15)\nclf_without_categorical.fit(train,y_train)\nauc(clf_without_categorical, train, test)\n\n# With Categorical features\nclf_with_categorical = cb.CatBoostClassifier(eval_metric=\"AUC\",one_hot_max_size=31, \n depth=10, iterations= 500, l2_leaf_reg= 9, learning_rate= 0.15)\nclf_with_categorical.fit(train,y_train, cat_features= cat_features_index)\nauc(clf_with_categorical, train, test)",
"execution_count": 5,
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "0:\tlearn: 0.6813047\ttotal: 25.2ms\tremaining: 7.54s\n1:\tlearn: 0.6701049\ttotal: 49.7ms\tremaining: 7.4s\n2:\tlearn: 0.6596473\ttotal: 75.9ms\tremaining: 7.51s\n3:\tlearn: 0.6498430\ttotal: 103ms\tremaining: 7.66s\n4:\tlearn: 0.6406073\ttotal: 127ms\tremaining: 7.49s\n5:\tlearn: 0.6319951\ttotal: 151ms\tremaining: 7.4s\n6:\tlearn: 0.6239807\ttotal: 174ms\tremaining: 7.27s\n7:\tlearn: 0.6162366\ttotal: 197ms\tremaining: 7.19s\n8:\tlearn: 0.6091582\ttotal: 224ms\tremaining: 7.24s\n9:\tlearn: 0.6025911\ttotal: 249ms\tremaining: 7.23s\n10:\tlearn: 0.5962890\ttotal: 273ms\tremaining: 7.17s\n11:\tlearn: 0.5905729\ttotal: 296ms\tremaining: 7.09s\n12:\tlearn: 0.5851809\ttotal: 321ms\tremaining: 7.09s\n13:\tlearn: 0.5800897\ttotal: 345ms\tremaining: 7.06s\n14:\tlearn: 0.5753112\ttotal: 370ms\tremaining: 7.02s\n15:\tlearn: 0.5708239\ttotal: 392ms\tremaining: 6.95s\n16:\tlearn: 0.5667952\ttotal: 413ms\tremaining: 6.88s\n17:\tlearn: 0.5628265\ttotal: 439ms\tremaining: 6.88s\n18:\tlearn: 0.5592794\ttotal: 462ms\tremaining: 6.83s\n19:\tlearn: 0.5559107\ttotal: 487ms\tremaining: 6.82s\n20:\tlearn: 0.5527716\ttotal: 509ms\tremaining: 6.76s\n21:\tlearn: 0.5497897\ttotal: 532ms\tremaining: 6.72s\n22:\tlearn: 0.5468971\ttotal: 551ms\tremaining: 6.63s\n23:\tlearn: 0.5442017\ttotal: 569ms\tremaining: 6.55s\n24:\tlearn: 0.5416308\ttotal: 588ms\tremaining: 6.47s\n25:\tlearn: 0.5391100\ttotal: 609ms\tremaining: 6.42s\n26:\tlearn: 0.5369834\ttotal: 633ms\tremaining: 6.4s\n27:\tlearn: 0.5348077\ttotal: 657ms\tremaining: 6.38s\n28:\tlearn: 0.5327198\ttotal: 677ms\tremaining: 6.33s\n29:\tlearn: 0.5308697\ttotal: 697ms\tremaining: 6.27s\n30:\tlearn: 0.5292065\ttotal: 718ms\tremaining: 6.23s\n31:\tlearn: 0.5275310\ttotal: 740ms\tremaining: 6.19s\n32:\tlearn: 0.5258770\ttotal: 760ms\tremaining: 6.15s\n33:\tlearn: 0.5243889\ttotal: 780ms\tremaining: 6.1s\n34:\tlearn: 0.5229462\ttotal: 802ms\tremaining: 6.07s\n35:\tlearn: 0.5216329\ttotal: 828ms\tremaining: 6.07s\n36:\tlearn: 0.5204888\ttotal: 848ms\tremaining: 6.03s\n37:\tlearn: 0.5192908\ttotal: 869ms\tremaining: 5.99s\n38:\tlearn: 0.5182111\ttotal: 888ms\tremaining: 5.94s\n39:\tlearn: 0.5171105\ttotal: 909ms\tremaining: 5.91s\n40:\tlearn: 0.5161734\ttotal: 933ms\tremaining: 5.89s\n41:\tlearn: 0.5153153\ttotal: 952ms\tremaining: 5.85s\n42:\tlearn: 0.5144320\ttotal: 972ms\tremaining: 5.81s\n43:\tlearn: 0.5135616\ttotal: 993ms\tremaining: 5.77s\n44:\tlearn: 0.5128284\ttotal: 1.01s\tremaining: 5.75s\n45:\tlearn: 0.5121609\ttotal: 1.04s\tremaining: 5.73s\n46:\tlearn: 0.5115479\ttotal: 1.06s\tremaining: 5.69s\n47:\tlearn: 0.5107824\ttotal: 1.08s\tremaining: 5.69s\n48:\tlearn: 0.5101771\ttotal: 1.1s\tremaining: 5.66s\n49:\tlearn: 0.5096168\ttotal: 1.13s\tremaining: 5.63s\n50:\tlearn: 0.5089363\ttotal: 1.14s\tremaining: 5.59s\n51:\tlearn: 0.5083028\ttotal: 1.17s\tremaining: 5.57s\n52:\tlearn: 0.5077998\ttotal: 1.19s\tremaining: 5.56s\n53:\tlearn: 0.5072149\ttotal: 1.22s\tremaining: 5.55s\n54:\tlearn: 0.5066849\ttotal: 1.24s\tremaining: 5.54s\n55:\tlearn: 0.5062900\ttotal: 1.27s\tremaining: 5.52s\n56:\tlearn: 0.5057918\ttotal: 1.29s\tremaining: 5.51s\n57:\tlearn: 0.5053062\ttotal: 1.32s\tremaining: 5.5s\n58:\tlearn: 0.5048844\ttotal: 1.34s\tremaining: 5.48s\n59:\tlearn: 0.5044787\ttotal: 1.36s\tremaining: 5.46s\n60:\tlearn: 0.5040806\ttotal: 1.38s\tremaining: 5.42s\n61:\tlearn: 0.5036655\ttotal: 1.41s\tremaining: 5.41s\n62:\tlearn: 0.5032519\ttotal: 1.44s\tremaining: 5.4s\n63:\tlearn: 0.5029709\ttotal: 1.46s\tremaining: 5.38s\n64:\tlearn: 0.5026989\ttotal: 1.48s\tremaining: 5.36s\n65:\tlearn: 0.5023555\ttotal: 1.51s\tremaining: 5.35s\n66:\tlearn: 0.5020848\ttotal: 1.53s\tremaining: 5.33s\n67:\tlearn: 0.5017970\ttotal: 1.55s\tremaining: 5.3s\n68:\tlearn: 0.5015138\ttotal: 1.58s\tremaining: 5.29s\n69:\tlearn: 0.5011877\ttotal: 1.6s\tremaining: 5.27s\n70:\tlearn: 0.5009417\ttotal: 1.62s\tremaining: 5.24s\n71:\tlearn: 0.5007384\ttotal: 1.65s\tremaining: 5.21s\n72:\tlearn: 0.5005412\ttotal: 1.67s\tremaining: 5.18s\n73:\tlearn: 0.5003003\ttotal: 1.69s\tremaining: 5.16s\n74:\tlearn: 0.5000803\ttotal: 1.71s\tremaining: 5.13s\n75:\tlearn: 0.4998796\ttotal: 1.73s\tremaining: 5.1s\n76:\tlearn: 0.4996662\ttotal: 1.75s\tremaining: 5.07s\n77:\tlearn: 0.4994374\ttotal: 1.77s\tremaining: 5.04s\n78:\tlearn: 0.4992622\ttotal: 1.79s\tremaining: 5.02s\n79:\tlearn: 0.4990603\ttotal: 1.82s\tremaining: 5s\n80:\tlearn: 0.4988814\ttotal: 1.84s\tremaining: 4.97s\n81:\tlearn: 0.4987107\ttotal: 1.86s\tremaining: 4.95s\n82:\tlearn: 0.4985185\ttotal: 1.89s\tremaining: 4.93s\n83:\tlearn: 0.4983542\ttotal: 1.92s\tremaining: 4.92s\n84:\tlearn: 0.4981867\ttotal: 1.94s\tremaining: 4.9s\n85:\tlearn: 0.4979823\ttotal: 1.96s\tremaining: 4.87s\n86:\tlearn: 0.4977820\ttotal: 1.98s\tremaining: 4.85s\n87:\tlearn: 0.4976628\ttotal: 2s\tremaining: 4.82s\n88:\tlearn: 0.4975584\ttotal: 2.02s\tremaining: 4.8s\n89:\tlearn: 0.4974523\ttotal: 2.04s\tremaining: 4.77s\n90:\tlearn: 0.4973404\ttotal: 2.06s\tremaining: 4.74s\n91:\tlearn: 0.4971966\ttotal: 2.09s\tremaining: 4.72s\n92:\tlearn: 0.4971068\ttotal: 2.11s\tremaining: 4.7s\n93:\tlearn: 0.4969618\ttotal: 2.13s\tremaining: 4.67s\n94:\tlearn: 0.4968145\ttotal: 2.15s\tremaining: 4.65s\n95:\tlearn: 0.4967051\ttotal: 2.18s\tremaining: 4.63s\n96:\tlearn: 0.4965812\ttotal: 2.2s\tremaining: 4.61s\n97:\tlearn: 0.4964800\ttotal: 2.23s\tremaining: 4.61s\n98:\tlearn: 0.4963687\ttotal: 2.26s\tremaining: 4.59s\n99:\tlearn: 0.4962460\ttotal: 2.29s\tremaining: 4.59s\n100:\tlearn: 0.4961317\ttotal: 2.32s\tremaining: 4.57s\n101:\tlearn: 0.4960234\ttotal: 2.35s\tremaining: 4.55s\n102:\tlearn: 0.4959527\ttotal: 2.37s\tremaining: 4.53s\n103:\tlearn: 0.4958560\ttotal: 2.4s\tremaining: 4.53s\n104:\tlearn: 0.4957042\ttotal: 2.43s\tremaining: 4.51s\n105:\tlearn: 0.4956025\ttotal: 2.46s\tremaining: 4.5s\n106:\tlearn: 0.4955145\ttotal: 2.49s\tremaining: 4.49s\n107:\tlearn: 0.4953935\ttotal: 2.52s\tremaining: 4.48s\n108:\tlearn: 0.4953256\ttotal: 2.55s\tremaining: 4.46s\n109:\tlearn: 0.4952211\ttotal: 2.58s\tremaining: 4.45s\n110:\tlearn: 0.4951483\ttotal: 2.6s\tremaining: 4.43s\n111:\tlearn: 0.4950638\ttotal: 2.63s\tremaining: 4.42s\n112:\tlearn: 0.4949293\ttotal: 2.66s\tremaining: 4.39s\n113:\tlearn: 0.4947994\ttotal: 2.69s\tremaining: 4.38s\n114:\tlearn: 0.4947191\ttotal: 2.71s\tremaining: 4.36s\n115:\tlearn: 0.4946369\ttotal: 2.73s\tremaining: 4.34s\n116:\tlearn: 0.4945141\ttotal: 2.76s\tremaining: 4.32s\n117:\tlearn: 0.4943941\ttotal: 2.79s\tremaining: 4.3s\n118:\tlearn: 0.4942810\ttotal: 2.81s\tremaining: 4.27s\n119:\tlearn: 0.4942110\ttotal: 2.83s\tremaining: 4.25s\n120:\tlearn: 0.4940848\ttotal: 2.86s\tremaining: 4.23s\n121:\tlearn: 0.4940205\ttotal: 2.88s\tremaining: 4.2s\n122:\tlearn: 0.4939422\ttotal: 2.9s\tremaining: 4.17s\n123:\tlearn: 0.4938505\ttotal: 2.92s\tremaining: 4.14s\n124:\tlearn: 0.4937562\ttotal: 2.94s\tremaining: 4.12s\n125:\tlearn: 0.4936193\ttotal: 2.96s\tremaining: 4.09s\n126:\tlearn: 0.4935344\ttotal: 2.98s\tremaining: 4.06s\n127:\tlearn: 0.4934470\ttotal: 3s\tremaining: 4.03s\n128:\tlearn: 0.4933442\ttotal: 3.02s\tremaining: 4s\n129:\tlearn: 0.4932951\ttotal: 3.04s\tremaining: 3.97s\n130:\tlearn: 0.4931993\ttotal: 3.06s\tremaining: 3.95s\n131:\tlearn: 0.4931009\ttotal: 3.08s\tremaining: 3.92s\n132:\tlearn: 0.4929645\ttotal: 3.1s\tremaining: 3.89s\n133:\tlearn: 0.4928276\ttotal: 3.12s\tremaining: 3.86s\n134:\tlearn: 0.4927237\ttotal: 3.14s\tremaining: 3.84s\n135:\tlearn: 0.4926740\ttotal: 3.16s\tremaining: 3.81s\n136:\tlearn: 0.4925608\ttotal: 3.18s\tremaining: 3.78s\n137:\tlearn: 0.4924877\ttotal: 3.2s\tremaining: 3.75s\n138:\tlearn: 0.4924342\ttotal: 3.21s\tremaining: 3.72s\n139:\tlearn: 0.4923483\ttotal: 3.24s\tremaining: 3.7s\n140:\tlearn: 0.4922859\ttotal: 3.25s\tremaining: 3.67s\n141:\tlearn: 0.4921329\ttotal: 3.27s\tremaining: 3.64s\n142:\tlearn: 0.4920255\ttotal: 3.3s\tremaining: 3.62s\n143:\tlearn: 0.4919775\ttotal: 3.32s\tremaining: 3.6s\n144:\tlearn: 0.4918940\ttotal: 3.34s\tremaining: 3.57s\n145:\tlearn: 0.4918277\ttotal: 3.36s\tremaining: 3.54s\n146:\tlearn: 0.4917588\ttotal: 3.38s\tremaining: 3.52s\n147:\tlearn: 0.4916663\ttotal: 3.4s\tremaining: 3.49s\n148:\tlearn: 0.4916151\ttotal: 3.41s\tremaining: 3.46s\n149:\tlearn: 0.4915181\ttotal: 3.43s\tremaining: 3.43s\n150:\tlearn: 0.4914396\ttotal: 3.45s\tremaining: 3.41s\n151:\tlearn: 0.4913243\ttotal: 3.47s\tremaining: 3.38s\n152:\tlearn: 0.4912301\ttotal: 3.5s\tremaining: 3.36s\n153:\tlearn: 0.4911578\ttotal: 3.52s\tremaining: 3.33s\n154:\tlearn: 0.4910753\ttotal: 3.54s\tremaining: 3.31s\n155:\tlearn: 0.4909611\ttotal: 3.56s\tremaining: 3.29s\n156:\tlearn: 0.4909092\ttotal: 3.58s\tremaining: 3.26s\n157:\tlearn: 0.4908612\ttotal: 3.6s\tremaining: 3.23s\n158:\tlearn: 0.4908132\ttotal: 3.62s\tremaining: 3.21s\n159:\tlearn: 0.4907646\ttotal: 3.64s\tremaining: 3.18s\n160:\tlearn: 0.4906488\ttotal: 3.66s\tremaining: 3.16s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "161:\tlearn: 0.4905300\ttotal: 3.68s\tremaining: 3.13s\n162:\tlearn: 0.4904484\ttotal: 3.7s\tremaining: 3.11s\n163:\tlearn: 0.4903950\ttotal: 3.72s\tremaining: 3.09s\n164:\tlearn: 0.4903220\ttotal: 3.75s\tremaining: 3.07s\n165:\tlearn: 0.4902130\ttotal: 3.77s\tremaining: 3.04s\n166:\tlearn: 0.4901684\ttotal: 3.8s\tremaining: 3.02s\n167:\tlearn: 0.4900896\ttotal: 3.82s\tremaining: 3s\n168:\tlearn: 0.4899909\ttotal: 3.85s\tremaining: 2.98s\n169:\tlearn: 0.4899623\ttotal: 3.87s\tremaining: 2.96s\n170:\tlearn: 0.4899092\ttotal: 3.89s\tremaining: 2.93s\n171:\tlearn: 0.4898705\ttotal: 3.91s\tremaining: 2.91s\n172:\tlearn: 0.4898322\ttotal: 3.93s\tremaining: 2.88s\n173:\tlearn: 0.4897917\ttotal: 3.95s\tremaining: 2.86s\n174:\tlearn: 0.4897236\ttotal: 3.97s\tremaining: 2.84s\n175:\tlearn: 0.4896486\ttotal: 3.99s\tremaining: 2.81s\n176:\tlearn: 0.4896193\ttotal: 4.01s\tremaining: 2.79s\n177:\tlearn: 0.4895191\ttotal: 4.03s\tremaining: 2.76s\n178:\tlearn: 0.4894827\ttotal: 4.05s\tremaining: 2.74s\n179:\tlearn: 0.4893657\ttotal: 4.07s\tremaining: 2.72s\n180:\tlearn: 0.4893161\ttotal: 4.1s\tremaining: 2.69s\n181:\tlearn: 0.4892897\ttotal: 4.12s\tremaining: 2.67s\n182:\tlearn: 0.4892340\ttotal: 4.14s\tremaining: 2.65s\n183:\tlearn: 0.4891778\ttotal: 4.17s\tremaining: 2.63s\n184:\tlearn: 0.4891135\ttotal: 4.19s\tremaining: 2.6s\n185:\tlearn: 0.4890633\ttotal: 4.21s\tremaining: 2.58s\n186:\tlearn: 0.4890035\ttotal: 4.22s\tremaining: 2.55s\n187:\tlearn: 0.4889008\ttotal: 4.25s\tremaining: 2.53s\n188:\tlearn: 0.4888493\ttotal: 4.27s\tremaining: 2.51s\n189:\tlearn: 0.4887892\ttotal: 4.29s\tremaining: 2.48s\n190:\tlearn: 0.4887560\ttotal: 4.32s\tremaining: 2.46s\n191:\tlearn: 0.4887297\ttotal: 4.34s\tremaining: 2.44s\n192:\tlearn: 0.4886593\ttotal: 4.36s\tremaining: 2.42s\n193:\tlearn: 0.4886052\ttotal: 4.38s\tremaining: 2.39s\n194:\tlearn: 0.4885583\ttotal: 4.4s\tremaining: 2.37s\n195:\tlearn: 0.4885202\ttotal: 4.42s\tremaining: 2.35s\n196:\tlearn: 0.4884788\ttotal: 4.44s\tremaining: 2.32s\n197:\tlearn: 0.4884050\ttotal: 4.46s\tremaining: 2.3s\n198:\tlearn: 0.4883634\ttotal: 4.49s\tremaining: 2.28s\n199:\tlearn: 0.4882787\ttotal: 4.51s\tremaining: 2.25s\n200:\tlearn: 0.4881956\ttotal: 4.53s\tremaining: 2.23s\n201:\tlearn: 0.4881265\ttotal: 4.55s\tremaining: 2.21s\n202:\tlearn: 0.4880325\ttotal: 4.57s\tremaining: 2.18s\n203:\tlearn: 0.4879393\ttotal: 4.59s\tremaining: 2.16s\n204:\tlearn: 0.4878483\ttotal: 4.62s\tremaining: 2.14s\n205:\tlearn: 0.4878211\ttotal: 4.65s\tremaining: 2.12s\n206:\tlearn: 0.4877874\ttotal: 4.67s\tremaining: 2.1s\n207:\tlearn: 0.4877443\ttotal: 4.7s\tremaining: 2.08s\n208:\tlearn: 0.4876920\ttotal: 4.72s\tremaining: 2.05s\n209:\tlearn: 0.4876704\ttotal: 4.74s\tremaining: 2.03s\n210:\tlearn: 0.4876174\ttotal: 4.76s\tremaining: 2.01s\n211:\tlearn: 0.4875296\ttotal: 4.79s\tremaining: 1.99s\n212:\tlearn: 0.4874795\ttotal: 4.8s\tremaining: 1.96s\n213:\tlearn: 0.4874407\ttotal: 4.83s\tremaining: 1.94s\n214:\tlearn: 0.4873783\ttotal: 4.84s\tremaining: 1.92s\n215:\tlearn: 0.4873091\ttotal: 4.87s\tremaining: 1.89s\n216:\tlearn: 0.4872530\ttotal: 4.88s\tremaining: 1.87s\n217:\tlearn: 0.4871588\ttotal: 4.9s\tremaining: 1.84s\n218:\tlearn: 0.4870825\ttotal: 4.92s\tremaining: 1.82s\n219:\tlearn: 0.4870015\ttotal: 4.95s\tremaining: 1.8s\n220:\tlearn: 0.4869241\ttotal: 4.96s\tremaining: 1.77s\n221:\tlearn: 0.4869026\ttotal: 4.99s\tremaining: 1.75s\n222:\tlearn: 0.4868754\ttotal: 5.01s\tremaining: 1.73s\n223:\tlearn: 0.4867827\ttotal: 5.03s\tremaining: 1.71s\n224:\tlearn: 0.4867409\ttotal: 5.05s\tremaining: 1.68s\n225:\tlearn: 0.4866571\ttotal: 5.08s\tremaining: 1.66s\n226:\tlearn: 0.4866093\ttotal: 5.1s\tremaining: 1.64s\n227:\tlearn: 0.4865697\ttotal: 5.12s\tremaining: 1.62s\n228:\tlearn: 0.4865401\ttotal: 5.14s\tremaining: 1.59s\n229:\tlearn: 0.4864546\ttotal: 5.17s\tremaining: 1.57s\n230:\tlearn: 0.4864299\ttotal: 5.19s\tremaining: 1.55s\n231:\tlearn: 0.4863429\ttotal: 5.22s\tremaining: 1.53s\n232:\tlearn: 0.4862784\ttotal: 5.24s\tremaining: 1.51s\n233:\tlearn: 0.4862517\ttotal: 5.26s\tremaining: 1.48s\n234:\tlearn: 0.4861768\ttotal: 5.28s\tremaining: 1.46s\n235:\tlearn: 0.4861128\ttotal: 5.3s\tremaining: 1.44s\n236:\tlearn: 0.4860753\ttotal: 5.33s\tremaining: 1.42s\n237:\tlearn: 0.4860186\ttotal: 5.35s\tremaining: 1.39s\n238:\tlearn: 0.4859572\ttotal: 5.37s\tremaining: 1.37s\n239:\tlearn: 0.4859164\ttotal: 5.39s\tremaining: 1.35s\n240:\tlearn: 0.4858733\ttotal: 5.41s\tremaining: 1.32s\n241:\tlearn: 0.4858353\ttotal: 5.43s\tremaining: 1.3s\n242:\tlearn: 0.4858009\ttotal: 5.45s\tremaining: 1.28s\n243:\tlearn: 0.4857298\ttotal: 5.47s\tremaining: 1.25s\n244:\tlearn: 0.4856583\ttotal: 5.5s\tremaining: 1.23s\n245:\tlearn: 0.4856378\ttotal: 5.52s\tremaining: 1.21s\n246:\tlearn: 0.4855716\ttotal: 5.54s\tremaining: 1.19s\n247:\tlearn: 0.4855303\ttotal: 5.57s\tremaining: 1.17s\n248:\tlearn: 0.4854853\ttotal: 5.59s\tremaining: 1.15s\n249:\tlearn: 0.4854523\ttotal: 5.62s\tremaining: 1.12s\n250:\tlearn: 0.4854171\ttotal: 5.64s\tremaining: 1.1s\n251:\tlearn: 0.4853966\ttotal: 5.66s\tremaining: 1.08s\n252:\tlearn: 0.4853680\ttotal: 5.68s\tremaining: 1.06s\n253:\tlearn: 0.4853272\ttotal: 5.71s\tremaining: 1.03s\n254:\tlearn: 0.4852927\ttotal: 5.73s\tremaining: 1.01s\n255:\tlearn: 0.4852630\ttotal: 5.76s\tremaining: 989ms\n256:\tlearn: 0.4852260\ttotal: 5.78s\tremaining: 967ms\n257:\tlearn: 0.4851836\ttotal: 5.8s\tremaining: 944ms\n258:\tlearn: 0.4851162\ttotal: 5.82s\tremaining: 921ms\n259:\tlearn: 0.4850817\ttotal: 5.84s\tremaining: 898ms\n260:\tlearn: 0.4850574\ttotal: 5.85s\tremaining: 875ms\n261:\tlearn: 0.4850165\ttotal: 5.87s\tremaining: 852ms\n262:\tlearn: 0.4849901\ttotal: 5.89s\tremaining: 829ms\n263:\tlearn: 0.4849380\ttotal: 5.91s\tremaining: 806ms\n264:\tlearn: 0.4848881\ttotal: 5.93s\tremaining: 783ms\n265:\tlearn: 0.4848287\ttotal: 5.96s\tremaining: 761ms\n266:\tlearn: 0.4847873\ttotal: 5.98s\tremaining: 739ms\n267:\tlearn: 0.4847509\ttotal: 6s\tremaining: 717ms\n268:\tlearn: 0.4847055\ttotal: 6.02s\tremaining: 694ms\n269:\tlearn: 0.4846231\ttotal: 6.05s\tremaining: 672ms\n270:\tlearn: 0.4845773\ttotal: 6.07s\tremaining: 649ms\n271:\tlearn: 0.4845262\ttotal: 6.09s\tremaining: 627ms\n272:\tlearn: 0.4844997\ttotal: 6.1s\tremaining: 604ms\n273:\tlearn: 0.4844210\ttotal: 6.13s\tremaining: 581ms\n274:\tlearn: 0.4843865\ttotal: 6.14s\tremaining: 559ms\n275:\tlearn: 0.4843171\ttotal: 6.17s\tremaining: 536ms\n276:\tlearn: 0.4842607\ttotal: 6.19s\tremaining: 514ms\n277:\tlearn: 0.4842392\ttotal: 6.2s\tremaining: 491ms\n278:\tlearn: 0.4842117\ttotal: 6.23s\tremaining: 469ms\n279:\tlearn: 0.4841503\ttotal: 6.24s\tremaining: 446ms\n280:\tlearn: 0.4841260\ttotal: 6.26s\tremaining: 423ms\n281:\tlearn: 0.4840864\ttotal: 6.28s\tremaining: 401ms\n282:\tlearn: 0.4840574\ttotal: 6.3s\tremaining: 378ms\n283:\tlearn: 0.4840255\ttotal: 6.32s\tremaining: 356ms\n284:\tlearn: 0.4839928\ttotal: 6.33s\tremaining: 333ms\n285:\tlearn: 0.4839285\ttotal: 6.36s\tremaining: 311ms\n286:\tlearn: 0.4839130\ttotal: 6.37s\tremaining: 289ms\n287:\tlearn: 0.4838863\ttotal: 6.39s\tremaining: 266ms\n288:\tlearn: 0.4838284\ttotal: 6.41s\tremaining: 244ms\n289:\tlearn: 0.4837994\ttotal: 6.43s\tremaining: 222ms\n290:\tlearn: 0.4837460\ttotal: 6.45s\tremaining: 200ms\n291:\tlearn: 0.4836972\ttotal: 6.47s\tremaining: 177ms\n292:\tlearn: 0.4836443\ttotal: 6.5s\tremaining: 155ms\n293:\tlearn: 0.4836151\ttotal: 6.52s\tremaining: 133ms\n294:\tlearn: 0.4835640\ttotal: 6.54s\tremaining: 111ms\n295:\tlearn: 0.4834998\ttotal: 6.57s\tremaining: 88.8ms\n296:\tlearn: 0.4834374\ttotal: 6.59s\tremaining: 66.6ms\n297:\tlearn: 0.4833619\ttotal: 6.61s\tremaining: 44.4ms\n298:\tlearn: 0.4832952\ttotal: 6.63s\tremaining: 22.2ms\n299:\tlearn: 0.4832632\ttotal: 6.65s\tremaining: 0us\n0:\tlearn: 0.6813029\ttotal: 20.1ms\tremaining: 6s\n1:\tlearn: 0.6700808\ttotal: 41.5ms\tremaining: 6.19s\n2:\tlearn: 0.6595862\ttotal: 61.3ms\tremaining: 6.07s\n3:\tlearn: 0.6497970\ttotal: 81.7ms\tremaining: 6.04s\n4:\tlearn: 0.6405756\ttotal: 101ms\tremaining: 5.97s\n5:\tlearn: 0.6319923\ttotal: 120ms\tremaining: 5.88s\n6:\tlearn: 0.6238677\ttotal: 138ms\tremaining: 5.79s\n7:\tlearn: 0.6163295\ttotal: 158ms\tremaining: 5.77s\n8:\tlearn: 0.6092820\ttotal: 177ms\tremaining: 5.72s\n9:\tlearn: 0.6027287\ttotal: 196ms\tremaining: 5.68s\n10:\tlearn: 0.5964488\ttotal: 215ms\tremaining: 5.66s\n11:\tlearn: 0.5907269\ttotal: 234ms\tremaining: 5.62s\n12:\tlearn: 0.5852713\ttotal: 254ms\tremaining: 5.61s\n13:\tlearn: 0.5803027\ttotal: 273ms\tremaining: 5.59s\n14:\tlearn: 0.5755003\ttotal: 293ms\tremaining: 5.56s\n15:\tlearn: 0.5709665\ttotal: 312ms\tremaining: 5.53s\n16:\tlearn: 0.5667479\ttotal: 331ms\tremaining: 5.51s\n17:\tlearn: 0.5629022\ttotal: 352ms\tremaining: 5.52s\n18:\tlearn: 0.5592332\ttotal: 374ms\tremaining: 5.52s\n19:\tlearn: 0.5557540\ttotal: 395ms\tremaining: 5.53s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "20:\tlearn: 0.5524605\ttotal: 422ms\tremaining: 5.61s\n21:\tlearn: 0.5496978\ttotal: 445ms\tremaining: 5.62s\n22:\tlearn: 0.5468358\ttotal: 466ms\tremaining: 5.62s\n23:\tlearn: 0.5441317\ttotal: 490ms\tremaining: 5.63s\n24:\tlearn: 0.5416403\ttotal: 513ms\tremaining: 5.64s\n25:\tlearn: 0.5392696\ttotal: 535ms\tremaining: 5.63s\n26:\tlearn: 0.5372192\ttotal: 559ms\tremaining: 5.66s\n27:\tlearn: 0.5351925\ttotal: 585ms\tremaining: 5.68s\n28:\tlearn: 0.5331620\ttotal: 608ms\tremaining: 5.68s\n29:\tlearn: 0.5313669\ttotal: 633ms\tremaining: 5.69s\n30:\tlearn: 0.5294808\ttotal: 664ms\tremaining: 5.76s\n31:\tlearn: 0.5277851\ttotal: 685ms\tremaining: 5.74s\n32:\tlearn: 0.5262427\ttotal: 706ms\tremaining: 5.71s\n33:\tlearn: 0.5247258\ttotal: 724ms\tremaining: 5.67s\n34:\tlearn: 0.5232681\ttotal: 745ms\tremaining: 5.64s\n35:\tlearn: 0.5219494\ttotal: 764ms\tremaining: 5.6s\n36:\tlearn: 0.5207305\ttotal: 784ms\tremaining: 5.57s\n37:\tlearn: 0.5196797\ttotal: 804ms\tremaining: 5.54s\n38:\tlearn: 0.5186962\ttotal: 822ms\tremaining: 5.5s\n39:\tlearn: 0.5177430\ttotal: 844ms\tremaining: 5.48s\n40:\tlearn: 0.5167459\ttotal: 865ms\tremaining: 5.46s\n41:\tlearn: 0.5157720\ttotal: 888ms\tremaining: 5.46s\n42:\tlearn: 0.5148705\ttotal: 910ms\tremaining: 5.44s\n43:\tlearn: 0.5140867\ttotal: 936ms\tremaining: 5.44s\n44:\tlearn: 0.5132718\ttotal: 956ms\tremaining: 5.42s\n45:\tlearn: 0.5124764\ttotal: 977ms\tremaining: 5.39s\n46:\tlearn: 0.5118677\ttotal: 996ms\tremaining: 5.36s\n47:\tlearn: 0.5112002\ttotal: 1.01s\tremaining: 5.33s\n48:\tlearn: 0.5106119\ttotal: 1.03s\tremaining: 5.29s\n49:\tlearn: 0.5099997\ttotal: 1.05s\tremaining: 5.26s\n50:\tlearn: 0.5093964\ttotal: 1.07s\tremaining: 5.23s\n51:\tlearn: 0.5087602\ttotal: 1.09s\tremaining: 5.21s\n52:\tlearn: 0.5082582\ttotal: 1.11s\tremaining: 5.18s\n53:\tlearn: 0.5077713\ttotal: 1.13s\tremaining: 5.15s\n54:\tlearn: 0.5072469\ttotal: 1.15s\tremaining: 5.12s\n55:\tlearn: 0.5067341\ttotal: 1.17s\tremaining: 5.09s\n56:\tlearn: 0.5062204\ttotal: 1.19s\tremaining: 5.08s\n57:\tlearn: 0.5058393\ttotal: 1.21s\tremaining: 5.05s\n58:\tlearn: 0.5054832\ttotal: 1.23s\tremaining: 5.03s\n59:\tlearn: 0.5050914\ttotal: 1.25s\tremaining: 5s\n60:\tlearn: 0.5046678\ttotal: 1.27s\tremaining: 4.97s\n61:\tlearn: 0.5043677\ttotal: 1.29s\tremaining: 4.96s\n62:\tlearn: 0.5040029\ttotal: 1.31s\tremaining: 4.94s\n63:\tlearn: 0.5036474\ttotal: 1.33s\tremaining: 4.92s\n64:\tlearn: 0.5032976\ttotal: 1.36s\tremaining: 4.91s\n65:\tlearn: 0.5030099\ttotal: 1.38s\tremaining: 4.9s\n66:\tlearn: 0.5027524\ttotal: 1.4s\tremaining: 4.87s\n67:\tlearn: 0.5025116\ttotal: 1.42s\tremaining: 4.84s\n68:\tlearn: 0.5022299\ttotal: 1.44s\tremaining: 4.83s\n69:\tlearn: 0.5019693\ttotal: 1.46s\tremaining: 4.8s\n70:\tlearn: 0.5017527\ttotal: 1.48s\tremaining: 4.77s\n71:\tlearn: 0.5014531\ttotal: 1.5s\tremaining: 4.74s\n72:\tlearn: 0.5011772\ttotal: 1.51s\tremaining: 4.71s\n73:\tlearn: 0.5009210\ttotal: 1.54s\tremaining: 4.71s\n74:\tlearn: 0.5007069\ttotal: 1.57s\tremaining: 4.71s\n75:\tlearn: 0.5005368\ttotal: 1.6s\tremaining: 4.71s\n76:\tlearn: 0.5002993\ttotal: 1.62s\tremaining: 4.7s\n77:\tlearn: 0.5001253\ttotal: 1.64s\tremaining: 4.67s\n78:\tlearn: 0.4999716\ttotal: 1.67s\tremaining: 4.67s\n79:\tlearn: 0.4997884\ttotal: 1.69s\tremaining: 4.64s\n80:\tlearn: 0.4995858\ttotal: 1.71s\tremaining: 4.62s\n81:\tlearn: 0.4994253\ttotal: 1.73s\tremaining: 4.59s\n82:\tlearn: 0.4992403\ttotal: 1.75s\tremaining: 4.58s\n83:\tlearn: 0.4990587\ttotal: 1.77s\tremaining: 4.56s\n84:\tlearn: 0.4988485\ttotal: 1.79s\tremaining: 4.54s\n85:\tlearn: 0.4986398\ttotal: 1.82s\tremaining: 4.52s\n86:\tlearn: 0.4984661\ttotal: 1.84s\tremaining: 4.5s\n87:\tlearn: 0.4983165\ttotal: 1.86s\tremaining: 4.48s\n88:\tlearn: 0.4981480\ttotal: 1.89s\tremaining: 4.47s\n89:\tlearn: 0.4980314\ttotal: 1.91s\tremaining: 4.45s\n90:\tlearn: 0.4978347\ttotal: 1.93s\tremaining: 4.43s\n91:\tlearn: 0.4976946\ttotal: 1.95s\tremaining: 4.41s\n92:\tlearn: 0.4975444\ttotal: 1.97s\tremaining: 4.39s\n93:\tlearn: 0.4974252\ttotal: 1.99s\tremaining: 4.37s\n94:\tlearn: 0.4972747\ttotal: 2.01s\tremaining: 4.34s\n95:\tlearn: 0.4971625\ttotal: 2.03s\tremaining: 4.32s\n96:\tlearn: 0.4969840\ttotal: 2.05s\tremaining: 4.3s\n97:\tlearn: 0.4968576\ttotal: 2.08s\tremaining: 4.28s\n98:\tlearn: 0.4967746\ttotal: 2.09s\tremaining: 4.25s\n99:\tlearn: 0.4966801\ttotal: 2.11s\tremaining: 4.23s\n100:\tlearn: 0.4965660\ttotal: 2.13s\tremaining: 4.2s\n101:\tlearn: 0.4964807\ttotal: 2.15s\tremaining: 4.18s\n102:\tlearn: 0.4963605\ttotal: 2.18s\tremaining: 4.16s\n103:\tlearn: 0.4962244\ttotal: 2.2s\tremaining: 4.15s\n104:\tlearn: 0.4961003\ttotal: 2.23s\tremaining: 4.14s\n105:\tlearn: 0.4960255\ttotal: 2.25s\tremaining: 4.12s\n106:\tlearn: 0.4958854\ttotal: 2.28s\tremaining: 4.11s\n107:\tlearn: 0.4957625\ttotal: 2.3s\tremaining: 4.09s\n108:\tlearn: 0.4956878\ttotal: 2.32s\tremaining: 4.07s\n109:\tlearn: 0.4955647\ttotal: 2.35s\tremaining: 4.05s\n110:\tlearn: 0.4955065\ttotal: 2.37s\tremaining: 4.03s\n111:\tlearn: 0.4953843\ttotal: 2.39s\tremaining: 4.01s\n112:\tlearn: 0.4953115\ttotal: 2.41s\tremaining: 3.99s\n113:\tlearn: 0.4951948\ttotal: 2.43s\tremaining: 3.96s\n114:\tlearn: 0.4950526\ttotal: 2.45s\tremaining: 3.94s\n115:\tlearn: 0.4949810\ttotal: 2.48s\tremaining: 3.92s\n116:\tlearn: 0.4948748\ttotal: 2.5s\tremaining: 3.91s\n117:\tlearn: 0.4947296\ttotal: 2.52s\tremaining: 3.89s\n118:\tlearn: 0.4945928\ttotal: 2.54s\tremaining: 3.87s\n119:\tlearn: 0.4944616\ttotal: 2.56s\tremaining: 3.85s\n120:\tlearn: 0.4943103\ttotal: 2.59s\tremaining: 3.83s\n121:\tlearn: 0.4942106\ttotal: 2.61s\tremaining: 3.81s\n122:\tlearn: 0.4941037\ttotal: 2.63s\tremaining: 3.79s\n123:\tlearn: 0.4940389\ttotal: 2.65s\tremaining: 3.77s\n124:\tlearn: 0.4939865\ttotal: 2.68s\tremaining: 3.75s\n125:\tlearn: 0.4939099\ttotal: 2.7s\tremaining: 3.73s\n126:\tlearn: 0.4938312\ttotal: 2.72s\tremaining: 3.71s\n127:\tlearn: 0.4937755\ttotal: 2.74s\tremaining: 3.69s\n128:\tlearn: 0.4936891\ttotal: 2.77s\tremaining: 3.67s\n129:\tlearn: 0.4935657\ttotal: 2.8s\tremaining: 3.66s\n130:\tlearn: 0.4934927\ttotal: 2.83s\tremaining: 3.64s\n131:\tlearn: 0.4934437\ttotal: 2.85s\tremaining: 3.63s\n132:\tlearn: 0.4933707\ttotal: 2.88s\tremaining: 3.62s\n133:\tlearn: 0.4933014\ttotal: 2.9s\tremaining: 3.6s\n134:\tlearn: 0.4932452\ttotal: 2.92s\tremaining: 3.57s\n135:\tlearn: 0.4931412\ttotal: 2.95s\tremaining: 3.56s\n136:\tlearn: 0.4930822\ttotal: 2.97s\tremaining: 3.53s\n137:\tlearn: 0.4930155\ttotal: 2.99s\tremaining: 3.5s\n138:\tlearn: 0.4928983\ttotal: 3s\tremaining: 3.48s\n139:\tlearn: 0.4927991\ttotal: 3.03s\tremaining: 3.46s\n140:\tlearn: 0.4927398\ttotal: 3.05s\tremaining: 3.44s\n141:\tlearn: 0.4927061\ttotal: 3.07s\tremaining: 3.41s\n142:\tlearn: 0.4925957\ttotal: 3.09s\tremaining: 3.4s\n143:\tlearn: 0.4925466\ttotal: 3.12s\tremaining: 3.38s\n144:\tlearn: 0.4924611\ttotal: 3.15s\tremaining: 3.36s\n145:\tlearn: 0.4924003\ttotal: 3.17s\tremaining: 3.35s\n146:\tlearn: 0.4923536\ttotal: 3.2s\tremaining: 3.33s\n147:\tlearn: 0.4922440\ttotal: 3.22s\tremaining: 3.3s\n148:\tlearn: 0.4921908\ttotal: 3.23s\tremaining: 3.28s\n149:\tlearn: 0.4920691\ttotal: 3.25s\tremaining: 3.25s\n150:\tlearn: 0.4920117\ttotal: 3.27s\tremaining: 3.23s\n151:\tlearn: 0.4919489\ttotal: 3.29s\tremaining: 3.21s\n152:\tlearn: 0.4918989\ttotal: 3.31s\tremaining: 3.18s\n153:\tlearn: 0.4918439\ttotal: 3.33s\tremaining: 3.16s\n154:\tlearn: 0.4917440\ttotal: 3.35s\tremaining: 3.14s\n155:\tlearn: 0.4916962\ttotal: 3.37s\tremaining: 3.11s\n156:\tlearn: 0.4916028\ttotal: 3.39s\tremaining: 3.09s\n157:\tlearn: 0.4915080\ttotal: 3.42s\tremaining: 3.07s\n158:\tlearn: 0.4914614\ttotal: 3.44s\tremaining: 3.05s\n159:\tlearn: 0.4914168\ttotal: 3.47s\tremaining: 3.03s\n160:\tlearn: 0.4913068\ttotal: 3.49s\tremaining: 3.01s\n161:\tlearn: 0.4912781\ttotal: 3.52s\tremaining: 2.99s\n162:\tlearn: 0.4911576\ttotal: 3.54s\tremaining: 2.97s\n163:\tlearn: 0.4910625\ttotal: 3.56s\tremaining: 2.95s\n164:\tlearn: 0.4909718\ttotal: 3.58s\tremaining: 2.93s\n165:\tlearn: 0.4909200\ttotal: 3.6s\tremaining: 2.91s\n166:\tlearn: 0.4908875\ttotal: 3.63s\tremaining: 2.89s\n167:\tlearn: 0.4908181\ttotal: 3.65s\tremaining: 2.87s\n168:\tlearn: 0.4907371\ttotal: 3.68s\tremaining: 2.85s\n169:\tlearn: 0.4906383\ttotal: 3.7s\tremaining: 2.83s\n170:\tlearn: 0.4905809\ttotal: 3.72s\tremaining: 2.81s\n171:\tlearn: 0.4905072\ttotal: 3.75s\tremaining: 2.79s\n172:\tlearn: 0.4904321\ttotal: 3.77s\tremaining: 2.77s\n173:\tlearn: 0.4903921\ttotal: 3.8s\tremaining: 2.75s\n174:\tlearn: 0.4903491\ttotal: 3.83s\tremaining: 2.73s\n175:\tlearn: 0.4902628\ttotal: 3.85s\tremaining: 2.71s\n176:\tlearn: 0.4901800\ttotal: 3.87s\tremaining: 2.69s\n177:\tlearn: 0.4901134\ttotal: 3.9s\tremaining: 2.67s\n178:\tlearn: 0.4900401\ttotal: 3.91s\tremaining: 2.65s\n179:\tlearn: 0.4899991\ttotal: 3.93s\tremaining: 2.62s\n180:\tlearn: 0.4899119\ttotal: 3.96s\tremaining: 2.6s\n181:\tlearn: 0.4898719\ttotal: 3.98s\tremaining: 2.58s\n182:\tlearn: 0.4897883\ttotal: 4s\tremaining: 2.55s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "183:\tlearn: 0.4896853\ttotal: 4.01s\tremaining: 2.53s\n184:\tlearn: 0.4896274\ttotal: 4.03s\tremaining: 2.51s\n185:\tlearn: 0.4895853\ttotal: 4.05s\tremaining: 2.48s\n186:\tlearn: 0.4895386\ttotal: 4.07s\tremaining: 2.46s\n187:\tlearn: 0.4894664\ttotal: 4.09s\tremaining: 2.44s\n188:\tlearn: 0.4894301\ttotal: 4.11s\tremaining: 2.41s\n189:\tlearn: 0.4894000\ttotal: 4.13s\tremaining: 2.39s\n190:\tlearn: 0.4892967\ttotal: 4.15s\tremaining: 2.37s\n191:\tlearn: 0.4892536\ttotal: 4.17s\tremaining: 2.35s\n192:\tlearn: 0.4892066\ttotal: 4.2s\tremaining: 2.33s\n193:\tlearn: 0.4891777\ttotal: 4.21s\tremaining: 2.3s\n194:\tlearn: 0.4891303\ttotal: 4.23s\tremaining: 2.28s\n195:\tlearn: 0.4890428\ttotal: 4.26s\tremaining: 2.26s\n196:\tlearn: 0.4889606\ttotal: 4.28s\tremaining: 2.24s\n197:\tlearn: 0.4888895\ttotal: 4.31s\tremaining: 2.22s\n198:\tlearn: 0.4888241\ttotal: 4.33s\tremaining: 2.2s\n199:\tlearn: 0.4887575\ttotal: 4.36s\tremaining: 2.18s\n200:\tlearn: 0.4887223\ttotal: 4.38s\tremaining: 2.16s\n201:\tlearn: 0.4886186\ttotal: 4.41s\tremaining: 2.14s\n202:\tlearn: 0.4885709\ttotal: 4.44s\tremaining: 2.12s\n203:\tlearn: 0.4885258\ttotal: 4.46s\tremaining: 2.1s\n204:\tlearn: 0.4884712\ttotal: 4.48s\tremaining: 2.08s\n205:\tlearn: 0.4884478\ttotal: 4.5s\tremaining: 2.05s\n206:\tlearn: 0.4883880\ttotal: 4.52s\tremaining: 2.03s\n207:\tlearn: 0.4883288\ttotal: 4.55s\tremaining: 2.01s\n208:\tlearn: 0.4882865\ttotal: 4.57s\tremaining: 1.99s\n209:\tlearn: 0.4882307\ttotal: 4.59s\tremaining: 1.97s\n210:\tlearn: 0.4881718\ttotal: 4.62s\tremaining: 1.95s\n211:\tlearn: 0.4881318\ttotal: 4.64s\tremaining: 1.93s\n212:\tlearn: 0.4880686\ttotal: 4.66s\tremaining: 1.91s\n213:\tlearn: 0.4879598\ttotal: 4.69s\tremaining: 1.88s\n214:\tlearn: 0.4879298\ttotal: 4.71s\tremaining: 1.86s\n215:\tlearn: 0.4878926\ttotal: 4.73s\tremaining: 1.84s\n216:\tlearn: 0.4877810\ttotal: 4.75s\tremaining: 1.82s\n217:\tlearn: 0.4877528\ttotal: 4.78s\tremaining: 1.8s\n218:\tlearn: 0.4877110\ttotal: 4.8s\tremaining: 1.77s\n219:\tlearn: 0.4876757\ttotal: 4.83s\tremaining: 1.75s\n220:\tlearn: 0.4876398\ttotal: 4.84s\tremaining: 1.73s\n221:\tlearn: 0.4876016\ttotal: 4.87s\tremaining: 1.71s\n222:\tlearn: 0.4875634\ttotal: 4.89s\tremaining: 1.69s\n223:\tlearn: 0.4875077\ttotal: 4.91s\tremaining: 1.66s\n224:\tlearn: 0.4874750\ttotal: 4.93s\tremaining: 1.64s\n225:\tlearn: 0.4874258\ttotal: 4.95s\tremaining: 1.62s\n226:\tlearn: 0.4873505\ttotal: 4.97s\tremaining: 1.6s\n227:\tlearn: 0.4873002\ttotal: 4.99s\tremaining: 1.57s\n228:\tlearn: 0.4872740\ttotal: 5.01s\tremaining: 1.55s\n229:\tlearn: 0.4872445\ttotal: 5.03s\tremaining: 1.53s\n230:\tlearn: 0.4872061\ttotal: 5.06s\tremaining: 1.51s\n231:\tlearn: 0.4871601\ttotal: 5.08s\tremaining: 1.49s\n232:\tlearn: 0.4870945\ttotal: 5.1s\tremaining: 1.47s\n233:\tlearn: 0.4870719\ttotal: 5.13s\tremaining: 1.45s\n234:\tlearn: 0.4869914\ttotal: 5.15s\tremaining: 1.43s\n235:\tlearn: 0.4869682\ttotal: 5.17s\tremaining: 1.4s\n236:\tlearn: 0.4869314\ttotal: 5.2s\tremaining: 1.38s\n237:\tlearn: 0.4868327\ttotal: 5.21s\tremaining: 1.36s\n238:\tlearn: 0.4867992\ttotal: 5.23s\tremaining: 1.33s\n239:\tlearn: 0.4867728\ttotal: 5.25s\tremaining: 1.31s\n240:\tlearn: 0.4867497\ttotal: 5.27s\tremaining: 1.29s\n241:\tlearn: 0.4866665\ttotal: 5.3s\tremaining: 1.27s\n242:\tlearn: 0.4865747\ttotal: 5.34s\tremaining: 1.25s\n243:\tlearn: 0.4864885\ttotal: 5.37s\tremaining: 1.23s\n244:\tlearn: 0.4864653\ttotal: 5.4s\tremaining: 1.21s\n245:\tlearn: 0.4864341\ttotal: 5.43s\tremaining: 1.19s\n246:\tlearn: 0.4864082\ttotal: 5.46s\tremaining: 1.17s\n247:\tlearn: 0.4863823\ttotal: 5.48s\tremaining: 1.15s\n248:\tlearn: 0.4863370\ttotal: 5.5s\tremaining: 1.13s\n249:\tlearn: 0.4862807\ttotal: 5.53s\tremaining: 1.1s\n250:\tlearn: 0.4862296\ttotal: 5.56s\tremaining: 1.08s\n251:\tlearn: 0.4861810\ttotal: 5.58s\tremaining: 1.06s\n252:\tlearn: 0.4861141\ttotal: 5.61s\tremaining: 1.04s\n253:\tlearn: 0.4860646\ttotal: 5.64s\tremaining: 1.02s\n254:\tlearn: 0.4860046\ttotal: 5.66s\tremaining: 1000ms\n255:\tlearn: 0.4859606\ttotal: 5.69s\tremaining: 979ms\n256:\tlearn: 0.4859220\ttotal: 5.72s\tremaining: 957ms\n257:\tlearn: 0.4858595\ttotal: 5.76s\tremaining: 939ms\n258:\tlearn: 0.4858345\ttotal: 5.79s\tremaining: 917ms\n259:\tlearn: 0.4857985\ttotal: 5.82s\tremaining: 895ms\n260:\tlearn: 0.4857630\ttotal: 5.85s\tremaining: 874ms\n261:\tlearn: 0.4857239\ttotal: 5.88s\tremaining: 853ms\n262:\tlearn: 0.4856855\ttotal: 5.9s\tremaining: 831ms\n263:\tlearn: 0.4856170\ttotal: 5.93s\tremaining: 809ms\n264:\tlearn: 0.4855876\ttotal: 5.96s\tremaining: 787ms\n265:\tlearn: 0.4855527\ttotal: 5.98s\tremaining: 764ms\n266:\tlearn: 0.4855142\ttotal: 6.01s\tremaining: 743ms\n267:\tlearn: 0.4854466\ttotal: 6.04s\tremaining: 721ms\n268:\tlearn: 0.4853862\ttotal: 6.06s\tremaining: 699ms\n269:\tlearn: 0.4853130\ttotal: 6.09s\tremaining: 677ms\n270:\tlearn: 0.4852875\ttotal: 6.13s\tremaining: 655ms\n271:\tlearn: 0.4852065\ttotal: 6.15s\tremaining: 633ms\n272:\tlearn: 0.4851336\ttotal: 6.18s\tremaining: 612ms\n273:\tlearn: 0.4851096\ttotal: 6.21s\tremaining: 590ms\n274:\tlearn: 0.4850702\ttotal: 6.24s\tremaining: 567ms\n275:\tlearn: 0.4850001\ttotal: 6.26s\tremaining: 545ms\n276:\tlearn: 0.4849273\ttotal: 6.29s\tremaining: 522ms\n277:\tlearn: 0.4848771\ttotal: 6.32s\tremaining: 500ms\n278:\tlearn: 0.4848121\ttotal: 6.34s\tremaining: 477ms\n279:\tlearn: 0.4847359\ttotal: 6.37s\tremaining: 455ms\n280:\tlearn: 0.4847119\ttotal: 6.39s\tremaining: 432ms\n281:\tlearn: 0.4846875\ttotal: 6.42s\tremaining: 410ms\n282:\tlearn: 0.4846555\ttotal: 6.45s\tremaining: 387ms\n283:\tlearn: 0.4846206\ttotal: 6.47s\tremaining: 365ms\n284:\tlearn: 0.4845602\ttotal: 6.49s\tremaining: 342ms\n285:\tlearn: 0.4845426\ttotal: 6.51s\tremaining: 319ms\n286:\tlearn: 0.4845210\ttotal: 6.53s\tremaining: 296ms\n287:\tlearn: 0.4844490\ttotal: 6.56s\tremaining: 273ms\n288:\tlearn: 0.4843842\ttotal: 6.58s\tremaining: 251ms\n289:\tlearn: 0.4843360\ttotal: 6.6s\tremaining: 228ms\n290:\tlearn: 0.4843086\ttotal: 6.62s\tremaining: 205ms\n291:\tlearn: 0.4842847\ttotal: 6.65s\tremaining: 182ms\n292:\tlearn: 0.4842672\ttotal: 6.67s\tremaining: 159ms\n293:\tlearn: 0.4842346\ttotal: 6.69s\tremaining: 137ms\n294:\tlearn: 0.4842017\ttotal: 6.72s\tremaining: 114ms\n295:\tlearn: 0.4841683\ttotal: 6.74s\tremaining: 91.1ms\n296:\tlearn: 0.4841330\ttotal: 6.76s\tremaining: 68.3ms\n297:\tlearn: 0.4840618\ttotal: 6.78s\tremaining: 45.5ms\n298:\tlearn: 0.4839951\ttotal: 6.8s\tremaining: 22.7ms\n299:\tlearn: 0.4839806\ttotal: 6.82s\tremaining: 0us\n0:\tlearn: 0.6813011\ttotal: 20.5ms\tremaining: 6.12s\n1:\tlearn: 0.6700996\ttotal: 40.5ms\tremaining: 6.03s\n2:\tlearn: 0.6594621\ttotal: 61.8ms\tremaining: 6.12s\n3:\tlearn: 0.6498475\ttotal: 81.9ms\tremaining: 6.06s\n4:\tlearn: 0.6407261\ttotal: 103ms\tremaining: 6.06s\n5:\tlearn: 0.6321718\ttotal: 124ms\tremaining: 6.07s\n6:\tlearn: 0.6242765\ttotal: 146ms\tremaining: 6.12s\n7:\tlearn: 0.6166676\ttotal: 165ms\tremaining: 6.01s\n8:\tlearn: 0.6095917\ttotal: 183ms\tremaining: 5.93s\n9:\tlearn: 0.6029844\ttotal: 203ms\tremaining: 5.87s\n10:\tlearn: 0.5970043\ttotal: 221ms\tremaining: 5.8s\n11:\tlearn: 0.5913857\ttotal: 243ms\tremaining: 5.83s\n12:\tlearn: 0.5858843\ttotal: 270ms\tremaining: 5.97s\n13:\tlearn: 0.5808206\ttotal: 291ms\tremaining: 5.95s\n14:\tlearn: 0.5758161\ttotal: 313ms\tremaining: 5.95s\n15:\tlearn: 0.5712456\ttotal: 332ms\tremaining: 5.89s\n16:\tlearn: 0.5669897\ttotal: 353ms\tremaining: 5.87s\n17:\tlearn: 0.5630474\ttotal: 372ms\tremaining: 5.83s\n18:\tlearn: 0.5593064\ttotal: 390ms\tremaining: 5.77s\n19:\tlearn: 0.5557475\ttotal: 411ms\tremaining: 5.75s\n20:\tlearn: 0.5526935\ttotal: 433ms\tremaining: 5.76s\n21:\tlearn: 0.5495853\ttotal: 455ms\tremaining: 5.75s\n22:\tlearn: 0.5468456\ttotal: 476ms\tremaining: 5.73s\n23:\tlearn: 0.5442234\ttotal: 499ms\tremaining: 5.74s\n24:\tlearn: 0.5418003\ttotal: 521ms\tremaining: 5.73s\n25:\tlearn: 0.5394018\ttotal: 542ms\tremaining: 5.71s\n26:\tlearn: 0.5370726\ttotal: 563ms\tremaining: 5.7s\n27:\tlearn: 0.5348443\ttotal: 583ms\tremaining: 5.66s\n28:\tlearn: 0.5328680\ttotal: 604ms\tremaining: 5.64s\n29:\tlearn: 0.5310092\ttotal: 630ms\tremaining: 5.67s\n30:\tlearn: 0.5293207\ttotal: 653ms\tremaining: 5.67s\n31:\tlearn: 0.5277770\ttotal: 681ms\tremaining: 5.7s\n32:\tlearn: 0.5262281\ttotal: 710ms\tremaining: 5.75s\n33:\tlearn: 0.5248718\ttotal: 734ms\tremaining: 5.74s\n34:\tlearn: 0.5234179\ttotal: 758ms\tremaining: 5.74s\n35:\tlearn: 0.5221257\ttotal: 781ms\tremaining: 5.72s\n36:\tlearn: 0.5208306\ttotal: 803ms\tremaining: 5.71s\n37:\tlearn: 0.5197666\ttotal: 829ms\tremaining: 5.72s\n38:\tlearn: 0.5186909\ttotal: 851ms\tremaining: 5.7s\n39:\tlearn: 0.5176150\ttotal: 874ms\tremaining: 5.68s\n40:\tlearn: 0.5165500\ttotal: 902ms\tremaining: 5.7s\n41:\tlearn: 0.5156369\ttotal: 926ms\tremaining: 5.69s\n42:\tlearn: 0.5148421\ttotal: 947ms\tremaining: 5.66s\n43:\tlearn: 0.5140571\ttotal: 974ms\tremaining: 5.66s\n44:\tlearn: 0.5132441\ttotal: 999ms\tremaining: 5.66s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "45:\tlearn: 0.5124669\ttotal: 1.03s\tremaining: 5.67s\n46:\tlearn: 0.5116716\ttotal: 1.05s\tremaining: 5.65s\n47:\tlearn: 0.5109675\ttotal: 1.07s\tremaining: 5.63s\n48:\tlearn: 0.5102646\ttotal: 1.1s\tremaining: 5.63s\n49:\tlearn: 0.5096339\ttotal: 1.12s\tremaining: 5.59s\n50:\tlearn: 0.5091301\ttotal: 1.14s\tremaining: 5.56s\n51:\tlearn: 0.5085764\ttotal: 1.16s\tremaining: 5.54s\n52:\tlearn: 0.5080064\ttotal: 1.18s\tremaining: 5.51s\n53:\tlearn: 0.5074978\ttotal: 1.21s\tremaining: 5.52s\n54:\tlearn: 0.5069649\ttotal: 1.24s\tremaining: 5.5s\n55:\tlearn: 0.5064533\ttotal: 1.27s\tremaining: 5.52s\n56:\tlearn: 0.5060708\ttotal: 1.29s\tremaining: 5.49s\n57:\tlearn: 0.5056718\ttotal: 1.31s\tremaining: 5.47s\n58:\tlearn: 0.5052773\ttotal: 1.33s\tremaining: 5.46s\n59:\tlearn: 0.5048715\ttotal: 1.36s\tremaining: 5.46s\n60:\tlearn: 0.5044735\ttotal: 1.39s\tremaining: 5.44s\n61:\tlearn: 0.5041272\ttotal: 1.41s\tremaining: 5.43s\n62:\tlearn: 0.5037511\ttotal: 1.44s\tremaining: 5.42s\n63:\tlearn: 0.5033971\ttotal: 1.47s\tremaining: 5.41s\n64:\tlearn: 0.5031232\ttotal: 1.49s\tremaining: 5.39s\n65:\tlearn: 0.5027976\ttotal: 1.51s\tremaining: 5.37s\n66:\tlearn: 0.5024755\ttotal: 1.53s\tremaining: 5.33s\n67:\tlearn: 0.5022395\ttotal: 1.55s\tremaining: 5.29s\n68:\tlearn: 0.5020164\ttotal: 1.58s\tremaining: 5.28s\n69:\tlearn: 0.5017626\ttotal: 1.6s\tremaining: 5.26s\n70:\tlearn: 0.5015187\ttotal: 1.62s\tremaining: 5.24s\n71:\tlearn: 0.5012500\ttotal: 1.65s\tremaining: 5.22s\n72:\tlearn: 0.5009919\ttotal: 1.68s\tremaining: 5.21s\n73:\tlearn: 0.5008029\ttotal: 1.7s\tremaining: 5.19s\n74:\tlearn: 0.5005879\ttotal: 1.73s\tremaining: 5.19s\n75:\tlearn: 0.5003696\ttotal: 1.76s\tremaining: 5.2s\n76:\tlearn: 0.5001891\ttotal: 1.79s\tremaining: 5.18s\n77:\tlearn: 0.4999857\ttotal: 1.81s\tremaining: 5.16s\n78:\tlearn: 0.4998245\ttotal: 1.84s\tremaining: 5.15s\n79:\tlearn: 0.4996188\ttotal: 1.87s\tremaining: 5.14s\n80:\tlearn: 0.4993763\ttotal: 1.9s\tremaining: 5.13s\n81:\tlearn: 0.4991715\ttotal: 1.92s\tremaining: 5.1s\n82:\tlearn: 0.4989781\ttotal: 1.95s\tremaining: 5.09s\n83:\tlearn: 0.4988159\ttotal: 1.97s\tremaining: 5.06s\n84:\tlearn: 0.4986146\ttotal: 1.99s\tremaining: 5.03s\n85:\tlearn: 0.4983927\ttotal: 2.02s\tremaining: 5.03s\n86:\tlearn: 0.4982437\ttotal: 2.05s\tremaining: 5.01s\n87:\tlearn: 0.4980878\ttotal: 2.07s\tremaining: 5s\n88:\tlearn: 0.4979665\ttotal: 2.1s\tremaining: 4.97s\n89:\tlearn: 0.4978251\ttotal: 2.12s\tremaining: 4.96s\n90:\tlearn: 0.4976492\ttotal: 2.15s\tremaining: 4.93s\n91:\tlearn: 0.4975016\ttotal: 2.17s\tremaining: 4.92s\n92:\tlearn: 0.4974017\ttotal: 2.2s\tremaining: 4.89s\n93:\tlearn: 0.4973064\ttotal: 2.22s\tremaining: 4.87s\n94:\tlearn: 0.4971900\ttotal: 2.25s\tremaining: 4.84s\n95:\tlearn: 0.4970611\ttotal: 2.28s\tremaining: 4.84s\n96:\tlearn: 0.4969500\ttotal: 2.3s\tremaining: 4.82s\n97:\tlearn: 0.4968394\ttotal: 2.32s\tremaining: 4.79s\n98:\tlearn: 0.4966993\ttotal: 2.35s\tremaining: 4.77s\n99:\tlearn: 0.4965695\ttotal: 2.38s\tremaining: 4.76s\n100:\tlearn: 0.4964569\ttotal: 2.4s\tremaining: 4.74s\n101:\tlearn: 0.4963403\ttotal: 2.43s\tremaining: 4.72s\n102:\tlearn: 0.4961933\ttotal: 2.46s\tremaining: 4.7s\n103:\tlearn: 0.4961180\ttotal: 2.48s\tremaining: 4.67s\n104:\tlearn: 0.4959608\ttotal: 2.5s\tremaining: 4.64s\n105:\tlearn: 0.4958615\ttotal: 2.52s\tremaining: 4.61s\n106:\tlearn: 0.4957116\ttotal: 2.54s\tremaining: 4.59s\n107:\tlearn: 0.4956199\ttotal: 2.57s\tremaining: 4.57s\n108:\tlearn: 0.4955425\ttotal: 2.59s\tremaining: 4.54s\n109:\tlearn: 0.4954680\ttotal: 2.62s\tremaining: 4.52s\n110:\tlearn: 0.4953405\ttotal: 2.64s\tremaining: 4.5s\n111:\tlearn: 0.4952656\ttotal: 2.68s\tremaining: 4.5s\n112:\tlearn: 0.4951883\ttotal: 2.7s\tremaining: 4.47s\n113:\tlearn: 0.4951051\ttotal: 2.73s\tremaining: 4.45s\n114:\tlearn: 0.4950229\ttotal: 2.75s\tremaining: 4.43s\n115:\tlearn: 0.4949709\ttotal: 2.78s\tremaining: 4.4s\n116:\tlearn: 0.4949018\ttotal: 2.79s\tremaining: 4.37s\n117:\tlearn: 0.4948344\ttotal: 2.82s\tremaining: 4.35s\n118:\tlearn: 0.4947290\ttotal: 2.84s\tremaining: 4.32s\n119:\tlearn: 0.4946635\ttotal: 2.86s\tremaining: 4.29s\n120:\tlearn: 0.4945250\ttotal: 2.88s\tremaining: 4.27s\n121:\tlearn: 0.4944700\ttotal: 2.91s\tremaining: 4.24s\n122:\tlearn: 0.4944120\ttotal: 2.94s\tremaining: 4.22s\n123:\tlearn: 0.4943620\ttotal: 2.96s\tremaining: 4.21s\n124:\tlearn: 0.4942296\ttotal: 2.99s\tremaining: 4.18s\n125:\tlearn: 0.4941447\ttotal: 3.01s\tremaining: 4.16s\n126:\tlearn: 0.4940479\ttotal: 3.04s\tremaining: 4.14s\n127:\tlearn: 0.4939412\ttotal: 3.06s\tremaining: 4.12s\n128:\tlearn: 0.4938096\ttotal: 3.1s\tremaining: 4.11s\n129:\tlearn: 0.4937183\ttotal: 3.13s\tremaining: 4.09s\n130:\tlearn: 0.4935930\ttotal: 3.16s\tremaining: 4.08s\n131:\tlearn: 0.4935397\ttotal: 3.19s\tremaining: 4.05s\n132:\tlearn: 0.4934561\ttotal: 3.21s\tremaining: 4.03s\n133:\tlearn: 0.4933630\ttotal: 3.23s\tremaining: 4.01s\n134:\tlearn: 0.4932829\ttotal: 3.26s\tremaining: 3.98s\n135:\tlearn: 0.4931715\ttotal: 3.29s\tremaining: 3.96s\n136:\tlearn: 0.4931333\ttotal: 3.31s\tremaining: 3.94s\n137:\tlearn: 0.4930095\ttotal: 3.34s\tremaining: 3.92s\n138:\tlearn: 0.4929510\ttotal: 3.36s\tremaining: 3.9s\n139:\tlearn: 0.4928284\ttotal: 3.39s\tremaining: 3.87s\n140:\tlearn: 0.4927456\ttotal: 3.42s\tremaining: 3.85s\n141:\tlearn: 0.4926956\ttotal: 3.44s\tremaining: 3.83s\n142:\tlearn: 0.4926093\ttotal: 3.46s\tremaining: 3.81s\n143:\tlearn: 0.4925330\ttotal: 3.49s\tremaining: 3.79s\n144:\tlearn: 0.4924978\ttotal: 3.52s\tremaining: 3.76s\n145:\tlearn: 0.4923845\ttotal: 3.55s\tremaining: 3.75s\n146:\tlearn: 0.4923400\ttotal: 3.58s\tremaining: 3.73s\n147:\tlearn: 0.4922780\ttotal: 3.6s\tremaining: 3.7s\n148:\tlearn: 0.4921809\ttotal: 3.63s\tremaining: 3.68s\n149:\tlearn: 0.4920766\ttotal: 3.65s\tremaining: 3.65s\n150:\tlearn: 0.4920286\ttotal: 3.68s\tremaining: 3.63s\n151:\tlearn: 0.4919778\ttotal: 3.71s\tremaining: 3.61s\n152:\tlearn: 0.4919337\ttotal: 3.74s\tremaining: 3.59s\n153:\tlearn: 0.4918414\ttotal: 3.76s\tremaining: 3.57s\n154:\tlearn: 0.4917654\ttotal: 3.79s\tremaining: 3.55s\n155:\tlearn: 0.4917016\ttotal: 3.82s\tremaining: 3.53s\n156:\tlearn: 0.4916177\ttotal: 3.85s\tremaining: 3.5s\n157:\tlearn: 0.4915534\ttotal: 3.87s\tremaining: 3.48s\n158:\tlearn: 0.4915064\ttotal: 3.9s\tremaining: 3.46s\n159:\tlearn: 0.4914042\ttotal: 3.92s\tremaining: 3.43s\n160:\tlearn: 0.4913095\ttotal: 3.96s\tremaining: 3.42s\n161:\tlearn: 0.4912059\ttotal: 3.98s\tremaining: 3.4s\n162:\tlearn: 0.4911795\ttotal: 4.01s\tremaining: 3.37s\n163:\tlearn: 0.4911274\ttotal: 4.03s\tremaining: 3.34s\n164:\tlearn: 0.4910882\ttotal: 4.05s\tremaining: 3.31s\n165:\tlearn: 0.4909827\ttotal: 4.08s\tremaining: 3.29s\n166:\tlearn: 0.4909069\ttotal: 4.1s\tremaining: 3.26s\n167:\tlearn: 0.4908583\ttotal: 4.12s\tremaining: 3.24s\n168:\tlearn: 0.4907820\ttotal: 4.14s\tremaining: 3.21s\n169:\tlearn: 0.4906878\ttotal: 4.17s\tremaining: 3.19s\n170:\tlearn: 0.4906428\ttotal: 4.19s\tremaining: 3.16s\n171:\tlearn: 0.4905661\ttotal: 4.21s\tremaining: 3.13s\n172:\tlearn: 0.4904798\ttotal: 4.23s\tremaining: 3.1s\n173:\tlearn: 0.4903933\ttotal: 4.25s\tremaining: 3.08s\n174:\tlearn: 0.4903493\ttotal: 4.28s\tremaining: 3.05s\n175:\tlearn: 0.4902389\ttotal: 4.3s\tremaining: 3.03s\n176:\tlearn: 0.4901685\ttotal: 4.33s\tremaining: 3.01s\n177:\tlearn: 0.4900918\ttotal: 4.35s\tremaining: 2.98s\n178:\tlearn: 0.4900553\ttotal: 4.37s\tremaining: 2.95s\n179:\tlearn: 0.4899668\ttotal: 4.4s\tremaining: 2.93s\n180:\tlearn: 0.4899382\ttotal: 4.42s\tremaining: 2.91s\n181:\tlearn: 0.4898906\ttotal: 4.44s\tremaining: 2.88s\n182:\tlearn: 0.4898394\ttotal: 4.46s\tremaining: 2.85s\n183:\tlearn: 0.4897649\ttotal: 4.49s\tremaining: 2.83s\n184:\tlearn: 0.4897321\ttotal: 4.51s\tremaining: 2.8s\n185:\tlearn: 0.4896378\ttotal: 4.53s\tremaining: 2.77s\n186:\tlearn: 0.4895918\ttotal: 4.55s\tremaining: 2.75s\n187:\tlearn: 0.4895347\ttotal: 4.57s\tremaining: 2.72s\n188:\tlearn: 0.4894761\ttotal: 4.59s\tremaining: 2.7s\n189:\tlearn: 0.4894400\ttotal: 4.61s\tremaining: 2.67s\n190:\tlearn: 0.4893578\ttotal: 4.63s\tremaining: 2.64s\n191:\tlearn: 0.4892803\ttotal: 4.65s\tremaining: 2.62s\n192:\tlearn: 0.4892295\ttotal: 4.67s\tremaining: 2.59s\n193:\tlearn: 0.4891340\ttotal: 4.7s\tremaining: 2.57s\n194:\tlearn: 0.4890910\ttotal: 4.72s\tremaining: 2.54s\n195:\tlearn: 0.4890035\ttotal: 4.74s\tremaining: 2.51s\n196:\tlearn: 0.4889452\ttotal: 4.76s\tremaining: 2.49s\n197:\tlearn: 0.4888694\ttotal: 4.78s\tremaining: 2.46s\n198:\tlearn: 0.4888007\ttotal: 4.8s\tremaining: 2.43s\n199:\tlearn: 0.4887699\ttotal: 4.82s\tremaining: 2.41s\n200:\tlearn: 0.4887256\ttotal: 4.84s\tremaining: 2.38s\n201:\tlearn: 0.4886909\ttotal: 4.86s\tremaining: 2.36s\n202:\tlearn: 0.4886575\ttotal: 4.89s\tremaining: 2.33s\n203:\tlearn: 0.4885953\ttotal: 4.91s\tremaining: 2.31s\n204:\tlearn: 0.4885586\ttotal: 4.94s\tremaining: 2.29s\n205:\tlearn: 0.4885071\ttotal: 4.96s\tremaining: 2.26s\n206:\tlearn: 0.4884234\ttotal: 4.99s\tremaining: 2.24s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "207:\tlearn: 0.4883831\ttotal: 5.01s\tremaining: 2.22s\n208:\tlearn: 0.4883039\ttotal: 5.04s\tremaining: 2.19s\n209:\tlearn: 0.4882344\ttotal: 5.07s\tremaining: 2.17s\n210:\tlearn: 0.4881620\ttotal: 5.1s\tremaining: 2.15s\n211:\tlearn: 0.4881076\ttotal: 5.12s\tremaining: 2.12s\n212:\tlearn: 0.4880179\ttotal: 5.14s\tremaining: 2.1s\n213:\tlearn: 0.4879763\ttotal: 5.16s\tremaining: 2.07s\n214:\tlearn: 0.4879025\ttotal: 5.18s\tremaining: 2.05s\n215:\tlearn: 0.4878710\ttotal: 5.2s\tremaining: 2.02s\n216:\tlearn: 0.4878177\ttotal: 5.22s\tremaining: 2s\n217:\tlearn: 0.4877849\ttotal: 5.25s\tremaining: 1.97s\n218:\tlearn: 0.4877331\ttotal: 5.27s\tremaining: 1.95s\n219:\tlearn: 0.4876976\ttotal: 5.29s\tremaining: 1.93s\n220:\tlearn: 0.4876729\ttotal: 5.31s\tremaining: 1.9s\n221:\tlearn: 0.4876292\ttotal: 5.34s\tremaining: 1.88s\n222:\tlearn: 0.4875889\ttotal: 5.36s\tremaining: 1.85s\n223:\tlearn: 0.4874811\ttotal: 5.38s\tremaining: 1.82s\n224:\tlearn: 0.4874425\ttotal: 5.4s\tremaining: 1.8s\n225:\tlearn: 0.4874219\ttotal: 5.43s\tremaining: 1.78s\n226:\tlearn: 0.4873439\ttotal: 5.45s\tremaining: 1.75s\n227:\tlearn: 0.4873177\ttotal: 5.47s\tremaining: 1.73s\n228:\tlearn: 0.4872956\ttotal: 5.49s\tremaining: 1.7s\n229:\tlearn: 0.4872010\ttotal: 5.51s\tremaining: 1.68s\n230:\tlearn: 0.4871577\ttotal: 5.54s\tremaining: 1.65s\n231:\tlearn: 0.4870775\ttotal: 5.56s\tremaining: 1.63s\n232:\tlearn: 0.4870367\ttotal: 5.58s\tremaining: 1.6s\n233:\tlearn: 0.4870114\ttotal: 5.6s\tremaining: 1.58s\n234:\tlearn: 0.4869519\ttotal: 5.63s\tremaining: 1.56s\n235:\tlearn: 0.4869078\ttotal: 5.67s\tremaining: 1.54s\n236:\tlearn: 0.4868743\ttotal: 5.7s\tremaining: 1.51s\n237:\tlearn: 0.4868539\ttotal: 5.72s\tremaining: 1.49s\n238:\tlearn: 0.4868126\ttotal: 5.76s\tremaining: 1.47s\n239:\tlearn: 0.4867340\ttotal: 5.79s\tremaining: 1.45s\n240:\tlearn: 0.4867164\ttotal: 5.81s\tremaining: 1.42s\n241:\tlearn: 0.4866770\ttotal: 5.83s\tremaining: 1.4s\n242:\tlearn: 0.4866252\ttotal: 5.86s\tremaining: 1.37s\n243:\tlearn: 0.4865806\ttotal: 5.88s\tremaining: 1.35s\n244:\tlearn: 0.4865096\ttotal: 5.91s\tremaining: 1.33s\n245:\tlearn: 0.4864488\ttotal: 5.93s\tremaining: 1.3s\n246:\tlearn: 0.4863528\ttotal: 5.96s\tremaining: 1.28s\n247:\tlearn: 0.4863005\ttotal: 5.98s\tremaining: 1.25s\n248:\tlearn: 0.4862723\ttotal: 6.01s\tremaining: 1.23s\n249:\tlearn: 0.4862391\ttotal: 6.04s\tremaining: 1.21s\n250:\tlearn: 0.4861692\ttotal: 6.07s\tremaining: 1.18s\n251:\tlearn: 0.4861461\ttotal: 6.08s\tremaining: 1.16s\n252:\tlearn: 0.4860917\ttotal: 6.1s\tremaining: 1.13s\n253:\tlearn: 0.4860407\ttotal: 6.13s\tremaining: 1.11s\n254:\tlearn: 0.4860028\ttotal: 6.16s\tremaining: 1.09s\n255:\tlearn: 0.4859251\ttotal: 6.18s\tremaining: 1.06s\n256:\tlearn: 0.4858857\ttotal: 6.2s\tremaining: 1.04s\n257:\tlearn: 0.4858649\ttotal: 6.22s\tremaining: 1.01s\n258:\tlearn: 0.4858307\ttotal: 6.24s\tremaining: 988ms\n259:\tlearn: 0.4857635\ttotal: 6.27s\tremaining: 964ms\n260:\tlearn: 0.4857402\ttotal: 6.29s\tremaining: 940ms\n261:\tlearn: 0.4857080\ttotal: 6.31s\tremaining: 915ms\n262:\tlearn: 0.4856695\ttotal: 6.33s\tremaining: 890ms\n263:\tlearn: 0.4856413\ttotal: 6.35s\tremaining: 866ms\n264:\tlearn: 0.4855743\ttotal: 6.37s\tremaining: 842ms\n265:\tlearn: 0.4855126\ttotal: 6.39s\tremaining: 817ms\n266:\tlearn: 0.4854596\ttotal: 6.41s\tremaining: 793ms\n267:\tlearn: 0.4854332\ttotal: 6.43s\tremaining: 768ms\n268:\tlearn: 0.4854082\ttotal: 6.46s\tremaining: 744ms\n269:\tlearn: 0.4853724\ttotal: 6.47s\tremaining: 719ms\n270:\tlearn: 0.4853033\ttotal: 6.5s\tremaining: 696ms\n271:\tlearn: 0.4852382\ttotal: 6.53s\tremaining: 672ms\n272:\tlearn: 0.4852045\ttotal: 6.56s\tremaining: 649ms\n273:\tlearn: 0.4851603\ttotal: 6.58s\tremaining: 625ms\n274:\tlearn: 0.4851405\ttotal: 6.61s\tremaining: 601ms\n275:\tlearn: 0.4850616\ttotal: 6.64s\tremaining: 577ms\n276:\tlearn: 0.4850221\ttotal: 6.66s\tremaining: 553ms\n277:\tlearn: 0.4849624\ttotal: 6.69s\tremaining: 529ms\n278:\tlearn: 0.4849372\ttotal: 6.71s\tremaining: 505ms\n279:\tlearn: 0.4848743\ttotal: 6.73s\tremaining: 481ms\n280:\tlearn: 0.4848109\ttotal: 6.75s\tremaining: 456ms\n281:\tlearn: 0.4847435\ttotal: 6.77s\tremaining: 432ms\n282:\tlearn: 0.4847109\ttotal: 6.79s\tremaining: 408ms\n283:\tlearn: 0.4846873\ttotal: 6.81s\tremaining: 384ms\n284:\tlearn: 0.4846661\ttotal: 6.83s\tremaining: 360ms\n285:\tlearn: 0.4845961\ttotal: 6.85s\tremaining: 335ms\n286:\tlearn: 0.4845634\ttotal: 6.87s\tremaining: 311ms\n287:\tlearn: 0.4844968\ttotal: 6.89s\tremaining: 287ms\n288:\tlearn: 0.4844386\ttotal: 6.91s\tremaining: 263ms\n289:\tlearn: 0.4843442\ttotal: 6.93s\tremaining: 239ms\n290:\tlearn: 0.4843057\ttotal: 6.95s\tremaining: 215ms\n291:\tlearn: 0.4842702\ttotal: 6.97s\tremaining: 191ms\n292:\tlearn: 0.4842389\ttotal: 6.99s\tremaining: 167ms\n293:\tlearn: 0.4842062\ttotal: 7.01s\tremaining: 143ms\n294:\tlearn: 0.4841749\ttotal: 7.03s\tremaining: 119ms\n295:\tlearn: 0.4841394\ttotal: 7.05s\tremaining: 95.3ms\n296:\tlearn: 0.4841186\ttotal: 7.07s\tremaining: 71.4ms\n297:\tlearn: 0.4840716\ttotal: 7.09s\tremaining: 47.6ms\n298:\tlearn: 0.4840092\ttotal: 7.11s\tremaining: 23.8ms\n299:\tlearn: 0.4839363\ttotal: 7.14s\tremaining: 0us\n0:\tlearn: 0.6553589\ttotal: 22.3ms\tremaining: 6.67s\n1:\tlearn: 0.6249653\ttotal: 43.5ms\tremaining: 6.49s\n2:\tlearn: 0.6007409\ttotal: 63.7ms\tremaining: 6.31s\n3:\tlearn: 0.5818906\ttotal: 82.6ms\tremaining: 6.12s\n4:\tlearn: 0.5661948\ttotal: 102ms\tremaining: 6.03s\n5:\tlearn: 0.5538308\ttotal: 121ms\tremaining: 5.94s\n6:\tlearn: 0.5441014\ttotal: 141ms\tremaining: 5.89s\n7:\tlearn: 0.5362536\ttotal: 163ms\tremaining: 5.96s\n8:\tlearn: 0.5296622\ttotal: 190ms\tremaining: 6.13s\n9:\tlearn: 0.5246182\ttotal: 212ms\tremaining: 6.16s\n10:\tlearn: 0.5199171\ttotal: 233ms\tremaining: 6.12s\n11:\tlearn: 0.5167124\ttotal: 256ms\tremaining: 6.15s\n12:\tlearn: 0.5137698\ttotal: 275ms\tremaining: 6.07s\n13:\tlearn: 0.5113449\ttotal: 296ms\tremaining: 6.05s\n14:\tlearn: 0.5093175\ttotal: 317ms\tremaining: 6.02s\n15:\tlearn: 0.5075812\ttotal: 339ms\tremaining: 6.01s\n16:\tlearn: 0.5058152\ttotal: 362ms\tremaining: 6.03s\n17:\tlearn: 0.5043823\ttotal: 386ms\tremaining: 6.05s\n18:\tlearn: 0.5035333\ttotal: 407ms\tremaining: 6.02s\n19:\tlearn: 0.5024220\ttotal: 425ms\tremaining: 5.95s\n20:\tlearn: 0.5014846\ttotal: 447ms\tremaining: 5.94s\n21:\tlearn: 0.5006035\ttotal: 467ms\tremaining: 5.9s\n22:\tlearn: 0.4997765\ttotal: 485ms\tremaining: 5.84s\n23:\tlearn: 0.4990404\ttotal: 503ms\tremaining: 5.79s\n24:\tlearn: 0.4984603\ttotal: 520ms\tremaining: 5.72s\n25:\tlearn: 0.4980045\ttotal: 539ms\tremaining: 5.68s\n26:\tlearn: 0.4976093\ttotal: 557ms\tremaining: 5.63s\n27:\tlearn: 0.4972324\ttotal: 575ms\tremaining: 5.58s\n28:\tlearn: 0.4969521\ttotal: 597ms\tremaining: 5.58s\n29:\tlearn: 0.4965542\ttotal: 633ms\tremaining: 5.7s\n30:\tlearn: 0.4961204\ttotal: 660ms\tremaining: 5.73s\n31:\tlearn: 0.4957176\ttotal: 682ms\tremaining: 5.71s\n32:\tlearn: 0.4953939\ttotal: 706ms\tremaining: 5.71s\n33:\tlearn: 0.4950468\ttotal: 734ms\tremaining: 5.75s\n34:\tlearn: 0.4947509\ttotal: 761ms\tremaining: 5.76s\n35:\tlearn: 0.4945846\ttotal: 788ms\tremaining: 5.78s\n36:\tlearn: 0.4941949\ttotal: 815ms\tremaining: 5.79s\n37:\tlearn: 0.4939013\ttotal: 840ms\tremaining: 5.79s\n38:\tlearn: 0.4936918\ttotal: 861ms\tremaining: 5.76s\n39:\tlearn: 0.4933811\ttotal: 883ms\tremaining: 5.74s\n40:\tlearn: 0.4929323\ttotal: 905ms\tremaining: 5.72s\n41:\tlearn: 0.4926636\ttotal: 934ms\tremaining: 5.73s\n42:\tlearn: 0.4922241\ttotal: 954ms\tremaining: 5.7s\n43:\tlearn: 0.4919836\ttotal: 975ms\tremaining: 5.67s\n44:\tlearn: 0.4918616\ttotal: 993ms\tremaining: 5.63s\n45:\tlearn: 0.4916228\ttotal: 1.01s\tremaining: 5.61s\n46:\tlearn: 0.4915045\ttotal: 1.04s\tremaining: 5.62s\n47:\tlearn: 0.4913700\ttotal: 1.06s\tremaining: 5.59s\n48:\tlearn: 0.4910484\ttotal: 1.08s\tremaining: 5.56s\n49:\tlearn: 0.4907544\ttotal: 1.1s\tremaining: 5.52s\n50:\tlearn: 0.4903509\ttotal: 1.13s\tremaining: 5.51s\n51:\tlearn: 0.4901268\ttotal: 1.15s\tremaining: 5.5s\n52:\tlearn: 0.4898470\ttotal: 1.18s\tremaining: 5.49s\n53:\tlearn: 0.4895698\ttotal: 1.2s\tremaining: 5.45s\n54:\tlearn: 0.4894260\ttotal: 1.22s\tremaining: 5.44s\n55:\tlearn: 0.4891334\ttotal: 1.24s\tremaining: 5.4s\n56:\tlearn: 0.4890558\ttotal: 1.26s\tremaining: 5.37s\n57:\tlearn: 0.4887238\ttotal: 1.28s\tremaining: 5.34s\n58:\tlearn: 0.4886295\ttotal: 1.3s\tremaining: 5.32s\n59:\tlearn: 0.4884577\ttotal: 1.32s\tremaining: 5.29s\n60:\tlearn: 0.4883600\ttotal: 1.35s\tremaining: 5.28s\n61:\tlearn: 0.4881234\ttotal: 1.37s\tremaining: 5.25s\n62:\tlearn: 0.4879679\ttotal: 1.39s\tremaining: 5.23s\n63:\tlearn: 0.4876142\ttotal: 1.41s\tremaining: 5.21s\n64:\tlearn: 0.4875247\ttotal: 1.43s\tremaining: 5.18s\n65:\tlearn: 0.4873784\ttotal: 1.46s\tremaining: 5.16s\n66:\tlearn: 0.4871417\ttotal: 1.48s\tremaining: 5.14s\n67:\tlearn: 0.4868137\ttotal: 1.5s\tremaining: 5.13s\n68:\tlearn: 0.4867018\ttotal: 1.53s\tremaining: 5.11s\n69:\tlearn: 0.4865845\ttotal: 1.54s\tremaining: 5.08s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "70:\tlearn: 0.4862451\ttotal: 1.57s\tremaining: 5.06s\n71:\tlearn: 0.4861653\ttotal: 1.59s\tremaining: 5.04s\n72:\tlearn: 0.4859154\ttotal: 1.61s\tremaining: 5.01s\n73:\tlearn: 0.4857551\ttotal: 1.63s\tremaining: 4.99s\n74:\tlearn: 0.4856317\ttotal: 1.66s\tremaining: 4.97s\n75:\tlearn: 0.4855255\ttotal: 1.68s\tremaining: 4.96s\n76:\tlearn: 0.4852246\ttotal: 1.71s\tremaining: 4.94s\n77:\tlearn: 0.4849466\ttotal: 1.73s\tremaining: 4.92s\n78:\tlearn: 0.4847654\ttotal: 1.75s\tremaining: 4.9s\n79:\tlearn: 0.4844744\ttotal: 1.77s\tremaining: 4.88s\n80:\tlearn: 0.4843983\ttotal: 1.8s\tremaining: 4.86s\n81:\tlearn: 0.4841481\ttotal: 1.82s\tremaining: 4.83s\n82:\tlearn: 0.4840180\ttotal: 1.84s\tremaining: 4.82s\n83:\tlearn: 0.4838448\ttotal: 1.86s\tremaining: 4.79s\n84:\tlearn: 0.4837618\ttotal: 1.88s\tremaining: 4.76s\n85:\tlearn: 0.4835880\ttotal: 1.9s\tremaining: 4.73s\n86:\tlearn: 0.4834168\ttotal: 1.92s\tremaining: 4.71s\n87:\tlearn: 0.4832492\ttotal: 1.95s\tremaining: 4.69s\n88:\tlearn: 0.4831162\ttotal: 1.97s\tremaining: 4.66s\n89:\tlearn: 0.4829702\ttotal: 1.99s\tremaining: 4.64s\n90:\tlearn: 0.4828672\ttotal: 2.01s\tremaining: 4.61s\n91:\tlearn: 0.4826149\ttotal: 2.03s\tremaining: 4.58s\n92:\tlearn: 0.4824783\ttotal: 2.05s\tremaining: 4.56s\n93:\tlearn: 0.4823852\ttotal: 2.07s\tremaining: 4.53s\n94:\tlearn: 0.4822886\ttotal: 2.09s\tremaining: 4.51s\n95:\tlearn: 0.4820742\ttotal: 2.11s\tremaining: 4.49s\n96:\tlearn: 0.4819306\ttotal: 2.13s\tremaining: 4.47s\n97:\tlearn: 0.4818625\ttotal: 2.15s\tremaining: 4.44s\n98:\tlearn: 0.4816930\ttotal: 2.18s\tremaining: 4.42s\n99:\tlearn: 0.4814461\ttotal: 2.2s\tremaining: 4.4s\n100:\tlearn: 0.4813808\ttotal: 2.22s\tremaining: 4.37s\n101:\tlearn: 0.4813063\ttotal: 2.24s\tremaining: 4.36s\n102:\tlearn: 0.4812219\ttotal: 2.27s\tremaining: 4.34s\n103:\tlearn: 0.4810031\ttotal: 2.29s\tremaining: 4.33s\n104:\tlearn: 0.4808267\ttotal: 2.32s\tremaining: 4.31s\n105:\tlearn: 0.4807165\ttotal: 2.34s\tremaining: 4.29s\n106:\tlearn: 0.4805694\ttotal: 2.37s\tremaining: 4.27s\n107:\tlearn: 0.4804525\ttotal: 2.38s\tremaining: 4.24s\n108:\tlearn: 0.4803628\ttotal: 2.4s\tremaining: 4.21s\n109:\tlearn: 0.4801966\ttotal: 2.43s\tremaining: 4.2s\n110:\tlearn: 0.4801448\ttotal: 2.46s\tremaining: 4.19s\n111:\tlearn: 0.4800529\ttotal: 2.48s\tremaining: 4.16s\n112:\tlearn: 0.4799335\ttotal: 2.5s\tremaining: 4.14s\n113:\tlearn: 0.4798722\ttotal: 2.52s\tremaining: 4.12s\n114:\tlearn: 0.4797691\ttotal: 2.54s\tremaining: 4.09s\n115:\tlearn: 0.4796994\ttotal: 2.56s\tremaining: 4.07s\n116:\tlearn: 0.4796113\ttotal: 2.58s\tremaining: 4.04s\n117:\tlearn: 0.4795406\ttotal: 2.6s\tremaining: 4.01s\n118:\tlearn: 0.4794458\ttotal: 2.62s\tremaining: 3.98s\n119:\tlearn: 0.4793508\ttotal: 2.64s\tremaining: 3.96s\n120:\tlearn: 0.4791264\ttotal: 2.66s\tremaining: 3.93s\n121:\tlearn: 0.4789342\ttotal: 2.68s\tremaining: 3.91s\n122:\tlearn: 0.4788643\ttotal: 2.7s\tremaining: 3.88s\n123:\tlearn: 0.4787393\ttotal: 2.72s\tremaining: 3.87s\n124:\tlearn: 0.4786552\ttotal: 2.74s\tremaining: 3.84s\n125:\tlearn: 0.4785922\ttotal: 2.77s\tremaining: 3.82s\n126:\tlearn: 0.4784386\ttotal: 2.79s\tremaining: 3.8s\n127:\tlearn: 0.4782357\ttotal: 2.82s\tremaining: 3.79s\n128:\tlearn: 0.4781883\ttotal: 2.85s\tremaining: 3.77s\n129:\tlearn: 0.4781302\ttotal: 2.87s\tremaining: 3.75s\n130:\tlearn: 0.4780711\ttotal: 2.9s\tremaining: 3.74s\n131:\tlearn: 0.4780160\ttotal: 2.92s\tremaining: 3.72s\n132:\tlearn: 0.4779548\ttotal: 2.94s\tremaining: 3.7s\n133:\tlearn: 0.4778134\ttotal: 2.96s\tremaining: 3.67s\n134:\tlearn: 0.4776794\ttotal: 2.98s\tremaining: 3.64s\n135:\tlearn: 0.4776052\ttotal: 3s\tremaining: 3.62s\n136:\tlearn: 0.4775325\ttotal: 3.02s\tremaining: 3.6s\n137:\tlearn: 0.4774280\ttotal: 3.04s\tremaining: 3.57s\n138:\tlearn: 0.4772933\ttotal: 3.06s\tremaining: 3.55s\n139:\tlearn: 0.4771871\ttotal: 3.08s\tremaining: 3.53s\n140:\tlearn: 0.4771470\ttotal: 3.11s\tremaining: 3.51s\n141:\tlearn: 0.4770466\ttotal: 3.14s\tremaining: 3.5s\n142:\tlearn: 0.4770005\ttotal: 3.17s\tremaining: 3.48s\n143:\tlearn: 0.4768473\ttotal: 3.2s\tremaining: 3.46s\n144:\tlearn: 0.4767649\ttotal: 3.22s\tremaining: 3.44s\n145:\tlearn: 0.4767041\ttotal: 3.25s\tremaining: 3.43s\n146:\tlearn: 0.4766465\ttotal: 3.27s\tremaining: 3.41s\n147:\tlearn: 0.4764673\ttotal: 3.3s\tremaining: 3.39s\n148:\tlearn: 0.4763984\ttotal: 3.32s\tremaining: 3.36s\n149:\tlearn: 0.4763262\ttotal: 3.34s\tremaining: 3.34s\n150:\tlearn: 0.4762493\ttotal: 3.37s\tremaining: 3.32s\n151:\tlearn: 0.4760722\ttotal: 3.39s\tremaining: 3.3s\n152:\tlearn: 0.4760340\ttotal: 3.41s\tremaining: 3.28s\n153:\tlearn: 0.4759044\ttotal: 3.43s\tremaining: 3.25s\n154:\tlearn: 0.4757624\ttotal: 3.45s\tremaining: 3.23s\n155:\tlearn: 0.4756889\ttotal: 3.47s\tremaining: 3.21s\n156:\tlearn: 0.4756379\ttotal: 3.49s\tremaining: 3.18s\n157:\tlearn: 0.4755699\ttotal: 3.51s\tremaining: 3.16s\n158:\tlearn: 0.4754106\ttotal: 3.54s\tremaining: 3.14s\n159:\tlearn: 0.4753195\ttotal: 3.56s\tremaining: 3.11s\n160:\tlearn: 0.4752812\ttotal: 3.58s\tremaining: 3.09s\n161:\tlearn: 0.4751014\ttotal: 3.6s\tremaining: 3.07s\n162:\tlearn: 0.4750193\ttotal: 3.62s\tremaining: 3.04s\n163:\tlearn: 0.4749571\ttotal: 3.64s\tremaining: 3.02s\n164:\tlearn: 0.4748978\ttotal: 3.66s\tremaining: 3s\n165:\tlearn: 0.4747670\ttotal: 3.69s\tremaining: 2.98s\n166:\tlearn: 0.4746683\ttotal: 3.72s\tremaining: 2.96s\n167:\tlearn: 0.4745440\ttotal: 3.75s\tremaining: 2.95s\n168:\tlearn: 0.4744329\ttotal: 3.78s\tremaining: 2.93s\n169:\tlearn: 0.4743032\ttotal: 3.81s\tremaining: 2.91s\n170:\tlearn: 0.4742590\ttotal: 3.84s\tremaining: 2.9s\n171:\tlearn: 0.4741377\ttotal: 3.87s\tremaining: 2.88s\n172:\tlearn: 0.4740534\ttotal: 3.9s\tremaining: 2.86s\n173:\tlearn: 0.4739452\ttotal: 3.92s\tremaining: 2.84s\n174:\tlearn: 0.4739108\ttotal: 3.95s\tremaining: 2.82s\n175:\tlearn: 0.4738247\ttotal: 3.97s\tremaining: 2.8s\n176:\tlearn: 0.4737877\ttotal: 3.99s\tremaining: 2.77s\n177:\tlearn: 0.4737194\ttotal: 4.01s\tremaining: 2.75s\n178:\tlearn: 0.4736311\ttotal: 4.03s\tremaining: 2.73s\n179:\tlearn: 0.4735808\ttotal: 4.06s\tremaining: 2.7s\n180:\tlearn: 0.4735091\ttotal: 4.08s\tremaining: 2.68s\n181:\tlearn: 0.4733962\ttotal: 4.11s\tremaining: 2.66s\n182:\tlearn: 0.4733202\ttotal: 4.13s\tremaining: 2.64s\n183:\tlearn: 0.4731596\ttotal: 4.16s\tremaining: 2.62s\n184:\tlearn: 0.4730717\ttotal: 4.19s\tremaining: 2.6s\n185:\tlearn: 0.4730115\ttotal: 4.21s\tremaining: 2.58s\n186:\tlearn: 0.4729287\ttotal: 4.24s\tremaining: 2.56s\n187:\tlearn: 0.4728101\ttotal: 4.26s\tremaining: 2.54s\n188:\tlearn: 0.4727492\ttotal: 4.29s\tremaining: 2.52s\n189:\tlearn: 0.4726820\ttotal: 4.31s\tremaining: 2.5s\n190:\tlearn: 0.4726050\ttotal: 4.34s\tremaining: 2.48s\n191:\tlearn: 0.4725284\ttotal: 4.36s\tremaining: 2.45s\n192:\tlearn: 0.4724398\ttotal: 4.39s\tremaining: 2.43s\n193:\tlearn: 0.4724026\ttotal: 4.42s\tremaining: 2.41s\n194:\tlearn: 0.4723571\ttotal: 4.45s\tremaining: 2.4s\n195:\tlearn: 0.4722635\ttotal: 4.47s\tremaining: 2.37s\n196:\tlearn: 0.4722133\ttotal: 4.5s\tremaining: 2.35s\n197:\tlearn: 0.4721288\ttotal: 4.52s\tremaining: 2.33s\n198:\tlearn: 0.4720308\ttotal: 4.54s\tremaining: 2.31s\n199:\tlearn: 0.4719055\ttotal: 4.57s\tremaining: 2.28s\n200:\tlearn: 0.4718529\ttotal: 4.59s\tremaining: 2.26s\n201:\tlearn: 0.4717944\ttotal: 4.62s\tremaining: 2.24s\n202:\tlearn: 0.4717482\ttotal: 4.64s\tremaining: 2.22s\n203:\tlearn: 0.4716566\ttotal: 4.67s\tremaining: 2.2s\n204:\tlearn: 0.4716050\ttotal: 4.69s\tremaining: 2.17s\n205:\tlearn: 0.4715233\ttotal: 4.72s\tremaining: 2.15s\n206:\tlearn: 0.4713545\ttotal: 4.74s\tremaining: 2.13s\n207:\tlearn: 0.4713192\ttotal: 4.76s\tremaining: 2.1s\n208:\tlearn: 0.4712513\ttotal: 4.78s\tremaining: 2.08s\n209:\tlearn: 0.4711858\ttotal: 4.81s\tremaining: 2.06s\n210:\tlearn: 0.4711042\ttotal: 4.83s\tremaining: 2.04s\n211:\tlearn: 0.4709670\ttotal: 4.86s\tremaining: 2.02s\n212:\tlearn: 0.4708947\ttotal: 4.88s\tremaining: 1.99s\n213:\tlearn: 0.4708114\ttotal: 4.9s\tremaining: 1.97s\n214:\tlearn: 0.4707578\ttotal: 4.93s\tremaining: 1.95s\n215:\tlearn: 0.4706942\ttotal: 4.95s\tremaining: 1.92s\n216:\tlearn: 0.4706423\ttotal: 4.96s\tremaining: 1.9s\n217:\tlearn: 0.4705963\ttotal: 4.98s\tremaining: 1.87s\n218:\tlearn: 0.4705092\ttotal: 5s\tremaining: 1.85s\n219:\tlearn: 0.4704698\ttotal: 5.02s\tremaining: 1.83s\n220:\tlearn: 0.4704383\ttotal: 5.04s\tremaining: 1.8s\n221:\tlearn: 0.4703677\ttotal: 5.07s\tremaining: 1.78s\n222:\tlearn: 0.4702868\ttotal: 5.09s\tremaining: 1.76s\n223:\tlearn: 0.4702313\ttotal: 5.11s\tremaining: 1.73s\n224:\tlearn: 0.4701482\ttotal: 5.14s\tremaining: 1.71s\n225:\tlearn: 0.4700952\ttotal: 5.16s\tremaining: 1.69s\n226:\tlearn: 0.4700345\ttotal: 5.19s\tremaining: 1.67s\n227:\tlearn: 0.4699577\ttotal: 5.21s\tremaining: 1.65s\n228:\tlearn: 0.4699207\ttotal: 5.24s\tremaining: 1.63s\n229:\tlearn: 0.4698439\ttotal: 5.27s\tremaining: 1.6s\n230:\tlearn: 0.4697680\ttotal: 5.3s\tremaining: 1.58s\n231:\tlearn: 0.4697264\ttotal: 5.32s\tremaining: 1.56s\n232:\tlearn: 0.4696736\ttotal: 5.35s\tremaining: 1.54s\n233:\tlearn: 0.4696463\ttotal: 5.38s\tremaining: 1.52s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "234:\tlearn: 0.4695773\ttotal: 5.4s\tremaining: 1.49s\n235:\tlearn: 0.4695202\ttotal: 5.42s\tremaining: 1.47s\n236:\tlearn: 0.4694812\ttotal: 5.45s\tremaining: 1.45s\n237:\tlearn: 0.4694038\ttotal: 5.47s\tremaining: 1.43s\n238:\tlearn: 0.4693290\ttotal: 5.49s\tremaining: 1.4s\n239:\tlearn: 0.4692852\ttotal: 5.52s\tremaining: 1.38s\n240:\tlearn: 0.4692519\ttotal: 5.55s\tremaining: 1.36s\n241:\tlearn: 0.4691822\ttotal: 5.58s\tremaining: 1.34s\n242:\tlearn: 0.4691547\ttotal: 5.61s\tremaining: 1.32s\n243:\tlearn: 0.4691191\ttotal: 5.64s\tremaining: 1.29s\n244:\tlearn: 0.4689952\ttotal: 5.66s\tremaining: 1.27s\n245:\tlearn: 0.4689652\ttotal: 5.68s\tremaining: 1.25s\n246:\tlearn: 0.4688451\ttotal: 5.7s\tremaining: 1.22s\n247:\tlearn: 0.4688126\ttotal: 5.72s\tremaining: 1.2s\n248:\tlearn: 0.4687702\ttotal: 5.74s\tremaining: 1.17s\n249:\tlearn: 0.4687209\ttotal: 5.75s\tremaining: 1.15s\n250:\tlearn: 0.4686625\ttotal: 5.77s\tremaining: 1.13s\n251:\tlearn: 0.4685958\ttotal: 5.79s\tremaining: 1.1s\n252:\tlearn: 0.4685612\ttotal: 5.83s\tremaining: 1.08s\n253:\tlearn: 0.4684990\ttotal: 5.85s\tremaining: 1.06s\n254:\tlearn: 0.4684336\ttotal: 5.87s\tremaining: 1.04s\n255:\tlearn: 0.4684103\ttotal: 5.89s\tremaining: 1.01s\n256:\tlearn: 0.4683397\ttotal: 5.91s\tremaining: 989ms\n257:\tlearn: 0.4683007\ttotal: 5.93s\tremaining: 965ms\n258:\tlearn: 0.4682281\ttotal: 5.96s\tremaining: 943ms\n259:\tlearn: 0.4681744\ttotal: 5.98s\tremaining: 920ms\n260:\tlearn: 0.4681325\ttotal: 6s\tremaining: 896ms\n261:\tlearn: 0.4680930\ttotal: 6.02s\tremaining: 873ms\n262:\tlearn: 0.4680460\ttotal: 6.04s\tremaining: 850ms\n263:\tlearn: 0.4680066\ttotal: 6.06s\tremaining: 827ms\n264:\tlearn: 0.4679604\ttotal: 6.08s\tremaining: 803ms\n265:\tlearn: 0.4678974\ttotal: 6.1s\tremaining: 780ms\n266:\tlearn: 0.4678734\ttotal: 6.13s\tremaining: 757ms\n267:\tlearn: 0.4678040\ttotal: 6.15s\tremaining: 734ms\n268:\tlearn: 0.4677599\ttotal: 6.18s\tremaining: 712ms\n269:\tlearn: 0.4676786\ttotal: 6.21s\tremaining: 690ms\n270:\tlearn: 0.4676528\ttotal: 6.23s\tremaining: 667ms\n271:\tlearn: 0.4676012\ttotal: 6.26s\tremaining: 644ms\n272:\tlearn: 0.4675703\ttotal: 6.29s\tremaining: 622ms\n273:\tlearn: 0.4674782\ttotal: 6.31s\tremaining: 598ms\n274:\tlearn: 0.4673928\ttotal: 6.33s\tremaining: 575ms\n275:\tlearn: 0.4673225\ttotal: 6.35s\tremaining: 553ms\n276:\tlearn: 0.4672285\ttotal: 6.38s\tremaining: 529ms\n277:\tlearn: 0.4671875\ttotal: 6.4s\tremaining: 506ms\n278:\tlearn: 0.4670958\ttotal: 6.42s\tremaining: 483ms\n279:\tlearn: 0.4670660\ttotal: 6.44s\tremaining: 460ms\n280:\tlearn: 0.4670413\ttotal: 6.46s\tremaining: 437ms\n281:\tlearn: 0.4669776\ttotal: 6.49s\tremaining: 414ms\n282:\tlearn: 0.4668873\ttotal: 6.51s\tremaining: 391ms\n283:\tlearn: 0.4668228\ttotal: 6.54s\tremaining: 369ms\n284:\tlearn: 0.4667987\ttotal: 6.58s\tremaining: 346ms\n285:\tlearn: 0.4667581\ttotal: 6.6s\tremaining: 323ms\n286:\tlearn: 0.4667018\ttotal: 6.63s\tremaining: 300ms\n287:\tlearn: 0.4666515\ttotal: 6.66s\tremaining: 277ms\n288:\tlearn: 0.4665995\ttotal: 6.68s\tremaining: 254ms\n289:\tlearn: 0.4665755\ttotal: 6.7s\tremaining: 231ms\n290:\tlearn: 0.4665343\ttotal: 6.72s\tremaining: 208ms\n291:\tlearn: 0.4664784\ttotal: 6.74s\tremaining: 185ms\n292:\tlearn: 0.4664393\ttotal: 6.76s\tremaining: 161ms\n293:\tlearn: 0.4663712\ttotal: 6.78s\tremaining: 138ms\n294:\tlearn: 0.4663354\ttotal: 6.8s\tremaining: 115ms\n295:\tlearn: 0.4662946\ttotal: 6.82s\tremaining: 92.1ms\n296:\tlearn: 0.4662686\ttotal: 6.83s\tremaining: 69ms\n297:\tlearn: 0.4662293\ttotal: 6.86s\tremaining: 46ms\n298:\tlearn: 0.4661721\ttotal: 6.88s\tremaining: 23ms\n299:\tlearn: 0.4661324\ttotal: 6.89s\tremaining: 0us\n0:\tlearn: 0.6553534\ttotal: 26.1ms\tremaining: 7.8s\n1:\tlearn: 0.6248865\ttotal: 49.5ms\tremaining: 7.37s\n2:\tlearn: 0.6006660\ttotal: 79.3ms\tremaining: 7.85s\n3:\tlearn: 0.5817188\ttotal: 99.9ms\tremaining: 7.39s\n4:\tlearn: 0.5662736\ttotal: 123ms\tremaining: 7.28s\n5:\tlearn: 0.5538841\ttotal: 148ms\tremaining: 7.26s\n6:\tlearn: 0.5441352\ttotal: 177ms\tremaining: 7.4s\n7:\tlearn: 0.5361322\ttotal: 203ms\tremaining: 7.4s\n8:\tlearn: 0.5299350\ttotal: 229ms\tremaining: 7.41s\n9:\tlearn: 0.5245035\ttotal: 257ms\tremaining: 7.45s\n10:\tlearn: 0.5201410\ttotal: 284ms\tremaining: 7.47s\n11:\tlearn: 0.5167990\ttotal: 313ms\tremaining: 7.51s\n12:\tlearn: 0.5142086\ttotal: 332ms\tremaining: 7.33s\n13:\tlearn: 0.5114102\ttotal: 351ms\tremaining: 7.17s\n14:\tlearn: 0.5093800\ttotal: 371ms\tremaining: 7.04s\n15:\tlearn: 0.5075256\ttotal: 390ms\tremaining: 6.91s\n16:\tlearn: 0.5060155\ttotal: 414ms\tremaining: 6.9s\n17:\tlearn: 0.5047820\ttotal: 435ms\tremaining: 6.81s\n18:\tlearn: 0.5036152\ttotal: 459ms\tremaining: 6.79s\n19:\tlearn: 0.5026111\ttotal: 482ms\tremaining: 6.75s\n20:\tlearn: 0.5015626\ttotal: 507ms\tremaining: 6.74s\n21:\tlearn: 0.5006832\ttotal: 529ms\tremaining: 6.68s\n22:\tlearn: 0.5000971\ttotal: 549ms\tremaining: 6.61s\n23:\tlearn: 0.4994193\ttotal: 573ms\tremaining: 6.59s\n24:\tlearn: 0.4990163\ttotal: 594ms\tremaining: 6.53s\n25:\tlearn: 0.4986544\ttotal: 615ms\tremaining: 6.48s\n26:\tlearn: 0.4981733\ttotal: 638ms\tremaining: 6.45s\n27:\tlearn: 0.4975922\ttotal: 666ms\tremaining: 6.47s\n28:\tlearn: 0.4973045\ttotal: 691ms\tremaining: 6.46s\n29:\tlearn: 0.4968777\ttotal: 711ms\tremaining: 6.4s\n30:\tlearn: 0.4964191\ttotal: 736ms\tremaining: 6.38s\n31:\tlearn: 0.4960845\ttotal: 755ms\tremaining: 6.32s\n32:\tlearn: 0.4955105\ttotal: 779ms\tremaining: 6.3s\n33:\tlearn: 0.4953152\ttotal: 802ms\tremaining: 6.28s\n34:\tlearn: 0.4950259\ttotal: 825ms\tremaining: 6.24s\n35:\tlearn: 0.4946722\ttotal: 851ms\tremaining: 6.24s\n36:\tlearn: 0.4942315\ttotal: 880ms\tremaining: 6.26s\n37:\tlearn: 0.4937730\ttotal: 905ms\tremaining: 6.24s\n38:\tlearn: 0.4935177\ttotal: 926ms\tremaining: 6.2s\n39:\tlearn: 0.4933687\ttotal: 948ms\tremaining: 6.16s\n40:\tlearn: 0.4932119\ttotal: 967ms\tremaining: 6.11s\n41:\tlearn: 0.4930019\ttotal: 988ms\tremaining: 6.07s\n42:\tlearn: 0.4928352\ttotal: 1.02s\tremaining: 6.09s\n43:\tlearn: 0.4925250\ttotal: 1.04s\tremaining: 6.07s\n44:\tlearn: 0.4922125\ttotal: 1.07s\tremaining: 6.08s\n45:\tlearn: 0.4920229\ttotal: 1.09s\tremaining: 6.03s\n46:\tlearn: 0.4918451\ttotal: 1.11s\tremaining: 5.99s\n47:\tlearn: 0.4916756\ttotal: 1.14s\tremaining: 5.97s\n48:\tlearn: 0.4913691\ttotal: 1.16s\tremaining: 5.94s\n49:\tlearn: 0.4911692\ttotal: 1.2s\tremaining: 6s\n50:\tlearn: 0.4908110\ttotal: 1.23s\tremaining: 5.98s\n51:\tlearn: 0.4905248\ttotal: 1.25s\tremaining: 5.98s\n52:\tlearn: 0.4903928\ttotal: 1.28s\tremaining: 5.96s\n53:\tlearn: 0.4901339\ttotal: 1.3s\tremaining: 5.91s\n54:\tlearn: 0.4898071\ttotal: 1.31s\tremaining: 5.86s\n55:\tlearn: 0.4896483\ttotal: 1.33s\tremaining: 5.82s\n56:\tlearn: 0.4895045\ttotal: 1.35s\tremaining: 5.76s\n57:\tlearn: 0.4892869\ttotal: 1.37s\tremaining: 5.72s\n58:\tlearn: 0.4891939\ttotal: 1.4s\tremaining: 5.71s\n59:\tlearn: 0.4890629\ttotal: 1.42s\tremaining: 5.67s\n60:\tlearn: 0.4889396\ttotal: 1.44s\tremaining: 5.64s\n61:\tlearn: 0.4887914\ttotal: 1.46s\tremaining: 5.61s\n62:\tlearn: 0.4885877\ttotal: 1.49s\tremaining: 5.6s\n63:\tlearn: 0.4884202\ttotal: 1.51s\tremaining: 5.57s\n64:\tlearn: 0.4882914\ttotal: 1.53s\tremaining: 5.54s\n65:\tlearn: 0.4881690\ttotal: 1.55s\tremaining: 5.49s\n66:\tlearn: 0.4879495\ttotal: 1.57s\tremaining: 5.47s\n67:\tlearn: 0.4877601\ttotal: 1.6s\tremaining: 5.45s\n68:\tlearn: 0.4876855\ttotal: 1.62s\tremaining: 5.43s\n69:\tlearn: 0.4876162\ttotal: 1.65s\tremaining: 5.43s\n70:\tlearn: 0.4874250\ttotal: 1.67s\tremaining: 5.4s\n71:\tlearn: 0.4872870\ttotal: 1.69s\tremaining: 5.36s\n72:\tlearn: 0.4872187\ttotal: 1.71s\tremaining: 5.32s\n73:\tlearn: 0.4868982\ttotal: 1.73s\tremaining: 5.3s\n74:\tlearn: 0.4867586\ttotal: 1.76s\tremaining: 5.28s\n75:\tlearn: 0.4864831\ttotal: 1.79s\tremaining: 5.28s\n76:\tlearn: 0.4863855\ttotal: 1.81s\tremaining: 5.26s\n77:\tlearn: 0.4861803\ttotal: 1.84s\tremaining: 5.24s\n78:\tlearn: 0.4859533\ttotal: 1.86s\tremaining: 5.21s\n79:\tlearn: 0.4857250\ttotal: 1.89s\tremaining: 5.19s\n80:\tlearn: 0.4855992\ttotal: 1.91s\tremaining: 5.16s\n81:\tlearn: 0.4854007\ttotal: 1.94s\tremaining: 5.15s\n82:\tlearn: 0.4851138\ttotal: 1.96s\tremaining: 5.13s\n83:\tlearn: 0.4850516\ttotal: 1.99s\tremaining: 5.13s\n84:\tlearn: 0.4848237\ttotal: 2.02s\tremaining: 5.12s\n85:\tlearn: 0.4846606\ttotal: 2.05s\tremaining: 5.09s\n86:\tlearn: 0.4844553\ttotal: 2.07s\tremaining: 5.07s\n87:\tlearn: 0.4843320\ttotal: 2.1s\tremaining: 5.05s\n88:\tlearn: 0.4842288\ttotal: 2.12s\tremaining: 5.04s\n89:\tlearn: 0.4838795\ttotal: 2.15s\tremaining: 5.01s\n90:\tlearn: 0.4837581\ttotal: 2.17s\tremaining: 4.98s\n91:\tlearn: 0.4836045\ttotal: 2.19s\tremaining: 4.95s\n92:\tlearn: 0.4834750\ttotal: 2.21s\tremaining: 4.92s\n93:\tlearn: 0.4832135\ttotal: 2.23s\tremaining: 4.88s\n94:\tlearn: 0.4831441\ttotal: 2.25s\tremaining: 4.85s\n95:\tlearn: 0.4830741\ttotal: 2.27s\tremaining: 4.82s\n96:\tlearn: 0.4830275\ttotal: 2.29s\tremaining: 4.79s\n97:\tlearn: 0.4829162\ttotal: 2.31s\tremaining: 4.77s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "98:\tlearn: 0.4827136\ttotal: 2.33s\tremaining: 4.74s\n99:\tlearn: 0.4825290\ttotal: 2.36s\tremaining: 4.71s\n100:\tlearn: 0.4823819\ttotal: 2.38s\tremaining: 4.68s\n101:\tlearn: 0.4822478\ttotal: 2.39s\tremaining: 4.65s\n102:\tlearn: 0.4820265\ttotal: 2.42s\tremaining: 4.62s\n103:\tlearn: 0.4819673\ttotal: 2.43s\tremaining: 4.59s\n104:\tlearn: 0.4818279\ttotal: 2.45s\tremaining: 4.56s\n105:\tlearn: 0.4816415\ttotal: 2.48s\tremaining: 4.53s\n106:\tlearn: 0.4814338\ttotal: 2.5s\tremaining: 4.5s\n107:\tlearn: 0.4812383\ttotal: 2.52s\tremaining: 4.48s\n108:\tlearn: 0.4811753\ttotal: 2.54s\tremaining: 4.45s\n109:\tlearn: 0.4810838\ttotal: 2.56s\tremaining: 4.42s\n110:\tlearn: 0.4810264\ttotal: 2.58s\tremaining: 4.4s\n111:\tlearn: 0.4808513\ttotal: 2.61s\tremaining: 4.38s\n112:\tlearn: 0.4806347\ttotal: 2.63s\tremaining: 4.36s\n113:\tlearn: 0.4805584\ttotal: 2.66s\tremaining: 4.34s\n114:\tlearn: 0.4804803\ttotal: 2.69s\tremaining: 4.32s\n115:\tlearn: 0.4804177\ttotal: 2.71s\tremaining: 4.3s\n116:\tlearn: 0.4802945\ttotal: 2.73s\tremaining: 4.28s\n117:\tlearn: 0.4801421\ttotal: 2.75s\tremaining: 4.25s\n118:\tlearn: 0.4800936\ttotal: 2.78s\tremaining: 4.22s\n119:\tlearn: 0.4800245\ttotal: 2.8s\tremaining: 4.2s\n120:\tlearn: 0.4798634\ttotal: 2.82s\tremaining: 4.17s\n121:\tlearn: 0.4797329\ttotal: 2.84s\tremaining: 4.15s\n122:\tlearn: 0.4796517\ttotal: 2.87s\tremaining: 4.12s\n123:\tlearn: 0.4795946\ttotal: 2.89s\tremaining: 4.1s\n124:\tlearn: 0.4794154\ttotal: 2.91s\tremaining: 4.07s\n125:\tlearn: 0.4793026\ttotal: 2.93s\tremaining: 4.05s\n126:\tlearn: 0.4791240\ttotal: 2.96s\tremaining: 4.03s\n127:\tlearn: 0.4790662\ttotal: 2.98s\tremaining: 4.01s\n128:\tlearn: 0.4788701\ttotal: 3.01s\tremaining: 3.99s\n129:\tlearn: 0.4786996\ttotal: 3.03s\tremaining: 3.97s\n130:\tlearn: 0.4785552\ttotal: 3.06s\tremaining: 3.94s\n131:\tlearn: 0.4784431\ttotal: 3.09s\tremaining: 3.93s\n132:\tlearn: 0.4783110\ttotal: 3.11s\tremaining: 3.91s\n133:\tlearn: 0.4781948\ttotal: 3.14s\tremaining: 3.89s\n134:\tlearn: 0.4781336\ttotal: 3.17s\tremaining: 3.87s\n135:\tlearn: 0.4780509\ttotal: 3.19s\tremaining: 3.85s\n136:\tlearn: 0.4779151\ttotal: 3.21s\tremaining: 3.82s\n137:\tlearn: 0.4778644\ttotal: 3.23s\tremaining: 3.8s\n138:\tlearn: 0.4778015\ttotal: 3.26s\tremaining: 3.77s\n139:\tlearn: 0.4777258\ttotal: 3.28s\tremaining: 3.75s\n140:\tlearn: 0.4776375\ttotal: 3.31s\tremaining: 3.73s\n141:\tlearn: 0.4774730\ttotal: 3.34s\tremaining: 3.71s\n142:\tlearn: 0.4773804\ttotal: 3.36s\tremaining: 3.69s\n143:\tlearn: 0.4773243\ttotal: 3.38s\tremaining: 3.67s\n144:\tlearn: 0.4772228\ttotal: 3.4s\tremaining: 3.64s\n145:\tlearn: 0.4771297\ttotal: 3.42s\tremaining: 3.61s\n146:\tlearn: 0.4769562\ttotal: 3.44s\tremaining: 3.58s\n147:\tlearn: 0.4767824\ttotal: 3.46s\tremaining: 3.56s\n148:\tlearn: 0.4767196\ttotal: 3.48s\tremaining: 3.53s\n149:\tlearn: 0.4766321\ttotal: 3.51s\tremaining: 3.51s\n150:\tlearn: 0.4765609\ttotal: 3.53s\tremaining: 3.48s\n151:\tlearn: 0.4765064\ttotal: 3.56s\tremaining: 3.46s\n152:\tlearn: 0.4763153\ttotal: 3.59s\tremaining: 3.45s\n153:\tlearn: 0.4762134\ttotal: 3.61s\tremaining: 3.42s\n154:\tlearn: 0.4760687\ttotal: 3.64s\tremaining: 3.4s\n155:\tlearn: 0.4760277\ttotal: 3.67s\tremaining: 3.38s\n156:\tlearn: 0.4759685\ttotal: 3.69s\tremaining: 3.37s\n157:\tlearn: 0.4758856\ttotal: 3.72s\tremaining: 3.35s\n158:\tlearn: 0.4758312\ttotal: 3.75s\tremaining: 3.32s\n159:\tlearn: 0.4757390\ttotal: 3.77s\tremaining: 3.3s\n160:\tlearn: 0.4756678\ttotal: 3.79s\tremaining: 3.27s\n161:\tlearn: 0.4755516\ttotal: 3.81s\tremaining: 3.25s\n162:\tlearn: 0.4754916\ttotal: 3.83s\tremaining: 3.22s\n163:\tlearn: 0.4753800\ttotal: 3.86s\tremaining: 3.2s\n164:\tlearn: 0.4752964\ttotal: 3.88s\tremaining: 3.17s\n165:\tlearn: 0.4752355\ttotal: 3.9s\tremaining: 3.15s\n166:\tlearn: 0.4750635\ttotal: 3.93s\tremaining: 3.13s\n167:\tlearn: 0.4748863\ttotal: 3.95s\tremaining: 3.1s\n168:\tlearn: 0.4748363\ttotal: 3.98s\tremaining: 3.08s\n169:\tlearn: 0.4746706\ttotal: 4s\tremaining: 3.06s\n170:\tlearn: 0.4746248\ttotal: 4.03s\tremaining: 3.04s\n171:\tlearn: 0.4745797\ttotal: 4.05s\tremaining: 3.02s\n172:\tlearn: 0.4744904\ttotal: 4.08s\tremaining: 2.99s\n173:\tlearn: 0.4744458\ttotal: 4.1s\tremaining: 2.97s\n174:\tlearn: 0.4743008\ttotal: 4.13s\tremaining: 2.95s\n175:\tlearn: 0.4741615\ttotal: 4.15s\tremaining: 2.92s\n176:\tlearn: 0.4740264\ttotal: 4.18s\tremaining: 2.9s\n177:\tlearn: 0.4739163\ttotal: 4.2s\tremaining: 2.88s\n178:\tlearn: 0.4738075\ttotal: 4.24s\tremaining: 2.87s\n179:\tlearn: 0.4737235\ttotal: 4.28s\tremaining: 2.85s\n180:\tlearn: 0.4736663\ttotal: 4.31s\tremaining: 2.83s\n181:\tlearn: 0.4736245\ttotal: 4.34s\tremaining: 2.82s\n182:\tlearn: 0.4735421\ttotal: 4.37s\tremaining: 2.79s\n183:\tlearn: 0.4734923\ttotal: 4.4s\tremaining: 2.77s\n184:\tlearn: 0.4734144\ttotal: 4.42s\tremaining: 2.75s\n185:\tlearn: 0.4732849\ttotal: 4.45s\tremaining: 2.73s\n186:\tlearn: 0.4732391\ttotal: 4.48s\tremaining: 2.71s\n187:\tlearn: 0.4731815\ttotal: 4.5s\tremaining: 2.68s\n188:\tlearn: 0.4730677\ttotal: 4.52s\tremaining: 2.66s\n189:\tlearn: 0.4730098\ttotal: 4.54s\tremaining: 2.63s\n190:\tlearn: 0.4729475\ttotal: 4.56s\tremaining: 2.6s\n191:\tlearn: 0.4728504\ttotal: 4.58s\tremaining: 2.58s\n192:\tlearn: 0.4727129\ttotal: 4.61s\tremaining: 2.56s\n193:\tlearn: 0.4726735\ttotal: 4.63s\tremaining: 2.53s\n194:\tlearn: 0.4726249\ttotal: 4.66s\tremaining: 2.51s\n195:\tlearn: 0.4725447\ttotal: 4.68s\tremaining: 2.48s\n196:\tlearn: 0.4724373\ttotal: 4.7s\tremaining: 2.46s\n197:\tlearn: 0.4723459\ttotal: 4.73s\tremaining: 2.44s\n198:\tlearn: 0.4722583\ttotal: 4.75s\tremaining: 2.41s\n199:\tlearn: 0.4721475\ttotal: 4.78s\tremaining: 2.39s\n200:\tlearn: 0.4720660\ttotal: 4.81s\tremaining: 2.37s\n201:\tlearn: 0.4720232\ttotal: 4.83s\tremaining: 2.35s\n202:\tlearn: 0.4719775\ttotal: 4.86s\tremaining: 2.32s\n203:\tlearn: 0.4718888\ttotal: 4.88s\tremaining: 2.3s\n204:\tlearn: 0.4717900\ttotal: 4.91s\tremaining: 2.27s\n205:\tlearn: 0.4717144\ttotal: 4.93s\tremaining: 2.25s\n206:\tlearn: 0.4716623\ttotal: 4.96s\tremaining: 2.23s\n207:\tlearn: 0.4715877\ttotal: 4.98s\tremaining: 2.2s\n208:\tlearn: 0.4715547\ttotal: 5.01s\tremaining: 2.18s\n209:\tlearn: 0.4714966\ttotal: 5.03s\tremaining: 2.16s\n210:\tlearn: 0.4714535\ttotal: 5.06s\tremaining: 2.13s\n211:\tlearn: 0.4713942\ttotal: 5.08s\tremaining: 2.11s\n212:\tlearn: 0.4713412\ttotal: 5.11s\tremaining: 2.08s\n213:\tlearn: 0.4712438\ttotal: 5.13s\tremaining: 2.06s\n214:\tlearn: 0.4711344\ttotal: 5.15s\tremaining: 2.04s\n215:\tlearn: 0.4710855\ttotal: 5.18s\tremaining: 2.01s\n216:\tlearn: 0.4710203\ttotal: 5.2s\tremaining: 1.99s\n217:\tlearn: 0.4709719\ttotal: 5.22s\tremaining: 1.97s\n218:\tlearn: 0.4709392\ttotal: 5.25s\tremaining: 1.94s\n219:\tlearn: 0.4708627\ttotal: 5.27s\tremaining: 1.92s\n220:\tlearn: 0.4708245\ttotal: 5.29s\tremaining: 1.89s\n221:\tlearn: 0.4707328\ttotal: 5.32s\tremaining: 1.87s\n222:\tlearn: 0.4706902\ttotal: 5.34s\tremaining: 1.84s\n223:\tlearn: 0.4705931\ttotal: 5.36s\tremaining: 1.82s\n224:\tlearn: 0.4705496\ttotal: 5.39s\tremaining: 1.8s\n225:\tlearn: 0.4705130\ttotal: 5.41s\tremaining: 1.77s\n226:\tlearn: 0.4704771\ttotal: 5.43s\tremaining: 1.75s\n227:\tlearn: 0.4704405\ttotal: 5.45s\tremaining: 1.72s\n228:\tlearn: 0.4704115\ttotal: 5.48s\tremaining: 1.7s\n229:\tlearn: 0.4703664\ttotal: 5.5s\tremaining: 1.67s\n230:\tlearn: 0.4703089\ttotal: 5.51s\tremaining: 1.65s\n231:\tlearn: 0.4702740\ttotal: 5.54s\tremaining: 1.62s\n232:\tlearn: 0.4701972\ttotal: 5.56s\tremaining: 1.6s\n233:\tlearn: 0.4701436\ttotal: 5.58s\tremaining: 1.57s\n234:\tlearn: 0.4700767\ttotal: 5.6s\tremaining: 1.55s\n235:\tlearn: 0.4700093\ttotal: 5.63s\tremaining: 1.53s\n236:\tlearn: 0.4699397\ttotal: 5.65s\tremaining: 1.5s\n237:\tlearn: 0.4698742\ttotal: 5.67s\tremaining: 1.48s\n238:\tlearn: 0.4697910\ttotal: 5.69s\tremaining: 1.45s\n239:\tlearn: 0.4697306\ttotal: 5.71s\tremaining: 1.43s\n240:\tlearn: 0.4696620\ttotal: 5.73s\tremaining: 1.4s\n241:\tlearn: 0.4695864\ttotal: 5.76s\tremaining: 1.38s\n242:\tlearn: 0.4695513\ttotal: 5.79s\tremaining: 1.36s\n243:\tlearn: 0.4694869\ttotal: 5.82s\tremaining: 1.33s\n244:\tlearn: 0.4694574\ttotal: 5.84s\tremaining: 1.31s\n245:\tlearn: 0.4694344\ttotal: 5.87s\tremaining: 1.29s\n246:\tlearn: 0.4693669\ttotal: 5.9s\tremaining: 1.27s\n247:\tlearn: 0.4693050\ttotal: 5.93s\tremaining: 1.24s\n248:\tlearn: 0.4692576\ttotal: 5.96s\tremaining: 1.22s\n249:\tlearn: 0.4691930\ttotal: 5.99s\tremaining: 1.2s\n250:\tlearn: 0.4691678\ttotal: 6.01s\tremaining: 1.17s\n251:\tlearn: 0.4691351\ttotal: 6.04s\tremaining: 1.15s\n252:\tlearn: 0.4690730\ttotal: 6.08s\tremaining: 1.13s\n253:\tlearn: 0.4689927\ttotal: 6.1s\tremaining: 1.1s\n254:\tlearn: 0.4689137\ttotal: 6.12s\tremaining: 1.08s\n255:\tlearn: 0.4688729\ttotal: 6.15s\tremaining: 1.06s\n256:\tlearn: 0.4688235\ttotal: 6.17s\tremaining: 1.03s\n257:\tlearn: 0.4687774\ttotal: 6.2s\tremaining: 1.01s\n258:\tlearn: 0.4687285\ttotal: 6.24s\tremaining: 987ms\n259:\tlearn: 0.4686775\ttotal: 6.27s\tremaining: 964ms\n260:\tlearn: 0.4686257\ttotal: 6.3s\tremaining: 941ms\n261:\tlearn: 0.4685891\ttotal: 6.33s\tremaining: 918ms\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "262:\tlearn: 0.4685462\ttotal: 6.36s\tremaining: 894ms\n263:\tlearn: 0.4684964\ttotal: 6.38s\tremaining: 871ms\n264:\tlearn: 0.4684472\ttotal: 6.41s\tremaining: 846ms\n265:\tlearn: 0.4684261\ttotal: 6.43s\tremaining: 822ms\n266:\tlearn: 0.4683583\ttotal: 6.46s\tremaining: 798ms\n267:\tlearn: 0.4683276\ttotal: 6.48s\tremaining: 774ms\n268:\tlearn: 0.4682926\ttotal: 6.51s\tremaining: 750ms\n269:\tlearn: 0.4682503\ttotal: 6.53s\tremaining: 726ms\n270:\tlearn: 0.4682243\ttotal: 6.55s\tremaining: 701ms\n271:\tlearn: 0.4681427\ttotal: 6.58s\tremaining: 678ms\n272:\tlearn: 0.4681171\ttotal: 6.6s\tremaining: 653ms\n273:\tlearn: 0.4680567\ttotal: 6.63s\tremaining: 629ms\n274:\tlearn: 0.4680174\ttotal: 6.65s\tremaining: 604ms\n275:\tlearn: 0.4679812\ttotal: 6.67s\tremaining: 580ms\n276:\tlearn: 0.4679137\ttotal: 6.7s\tremaining: 556ms\n277:\tlearn: 0.4678918\ttotal: 6.72s\tremaining: 532ms\n278:\tlearn: 0.4678188\ttotal: 6.75s\tremaining: 508ms\n279:\tlearn: 0.4677848\ttotal: 6.77s\tremaining: 484ms\n280:\tlearn: 0.4677462\ttotal: 6.8s\tremaining: 460ms\n281:\tlearn: 0.4677079\ttotal: 6.82s\tremaining: 435ms\n282:\tlearn: 0.4676460\ttotal: 6.86s\tremaining: 412ms\n283:\tlearn: 0.4675767\ttotal: 6.88s\tremaining: 388ms\n284:\tlearn: 0.4675352\ttotal: 6.92s\tremaining: 364ms\n285:\tlearn: 0.4674780\ttotal: 6.94s\tremaining: 340ms\n286:\tlearn: 0.4674441\ttotal: 6.97s\tremaining: 316ms\n287:\tlearn: 0.4674010\ttotal: 7s\tremaining: 292ms\n288:\tlearn: 0.4673589\ttotal: 7.02s\tremaining: 267ms\n289:\tlearn: 0.4673241\ttotal: 7.06s\tremaining: 243ms\n290:\tlearn: 0.4672889\ttotal: 7.08s\tremaining: 219ms\n291:\tlearn: 0.4672390\ttotal: 7.11s\tremaining: 195ms\n292:\tlearn: 0.4672180\ttotal: 7.13s\tremaining: 170ms\n293:\tlearn: 0.4671785\ttotal: 7.15s\tremaining: 146ms\n294:\tlearn: 0.4671419\ttotal: 7.17s\tremaining: 122ms\n295:\tlearn: 0.4670965\ttotal: 7.19s\tremaining: 97.2ms\n296:\tlearn: 0.4670610\ttotal: 7.21s\tremaining: 72.8ms\n297:\tlearn: 0.4670023\ttotal: 7.24s\tremaining: 48.6ms\n298:\tlearn: 0.4669474\ttotal: 7.26s\tremaining: 24.3ms\n299:\tlearn: 0.4668822\ttotal: 7.28s\tremaining: 0us\n0:\tlearn: 0.6553479\ttotal: 21ms\tremaining: 6.29s\n1:\tlearn: 0.6249438\ttotal: 41.2ms\tremaining: 6.13s\n2:\tlearn: 0.6006891\ttotal: 62.9ms\tremaining: 6.22s\n3:\tlearn: 0.5818092\ttotal: 83.7ms\tremaining: 6.19s\n4:\tlearn: 0.5664034\ttotal: 108ms\tremaining: 6.36s\n5:\tlearn: 0.5539768\ttotal: 131ms\tremaining: 6.4s\n6:\tlearn: 0.5442521\ttotal: 152ms\tremaining: 6.35s\n7:\tlearn: 0.5361790\ttotal: 171ms\tremaining: 6.25s\n8:\tlearn: 0.5299073\ttotal: 192ms\tremaining: 6.22s\n9:\tlearn: 0.5247321\ttotal: 215ms\tremaining: 6.22s\n10:\tlearn: 0.5201205\ttotal: 239ms\tremaining: 6.27s\n11:\tlearn: 0.5166353\ttotal: 263ms\tremaining: 6.31s\n12:\tlearn: 0.5135450\ttotal: 284ms\tremaining: 6.26s\n13:\tlearn: 0.5112365\ttotal: 307ms\tremaining: 6.28s\n14:\tlearn: 0.5090043\ttotal: 331ms\tremaining: 6.28s\n15:\tlearn: 0.5073491\ttotal: 354ms\tremaining: 6.28s\n16:\tlearn: 0.5057500\ttotal: 376ms\tremaining: 6.26s\n17:\tlearn: 0.5046140\ttotal: 398ms\tremaining: 6.23s\n18:\tlearn: 0.5033088\ttotal: 420ms\tremaining: 6.21s\n19:\tlearn: 0.5023566\ttotal: 445ms\tremaining: 6.23s\n20:\tlearn: 0.5014621\ttotal: 470ms\tremaining: 6.24s\n21:\tlearn: 0.5006908\ttotal: 497ms\tremaining: 6.29s\n22:\tlearn: 0.4998972\ttotal: 519ms\tremaining: 6.25s\n23:\tlearn: 0.4994278\ttotal: 541ms\tremaining: 6.22s\n24:\tlearn: 0.4989361\ttotal: 575ms\tremaining: 6.32s\n25:\tlearn: 0.4982080\ttotal: 601ms\tremaining: 6.33s\n26:\tlearn: 0.4978888\ttotal: 626ms\tremaining: 6.32s\n27:\tlearn: 0.4972949\ttotal: 649ms\tremaining: 6.31s\n28:\tlearn: 0.4968646\ttotal: 670ms\tremaining: 6.26s\n29:\tlearn: 0.4961956\ttotal: 692ms\tremaining: 6.22s\n30:\tlearn: 0.4958299\ttotal: 712ms\tremaining: 6.18s\n31:\tlearn: 0.4953698\ttotal: 735ms\tremaining: 6.16s\n32:\tlearn: 0.4949952\ttotal: 760ms\tremaining: 6.15s\n33:\tlearn: 0.4948229\ttotal: 787ms\tremaining: 6.15s\n34:\tlearn: 0.4945702\ttotal: 812ms\tremaining: 6.15s\n35:\tlearn: 0.4943611\ttotal: 836ms\tremaining: 6.13s\n36:\tlearn: 0.4940935\ttotal: 860ms\tremaining: 6.11s\n37:\tlearn: 0.4937668\ttotal: 891ms\tremaining: 6.14s\n38:\tlearn: 0.4933415\ttotal: 918ms\tremaining: 6.14s\n39:\tlearn: 0.4930237\ttotal: 940ms\tremaining: 6.11s\n40:\tlearn: 0.4926343\ttotal: 967ms\tremaining: 6.11s\n41:\tlearn: 0.4923567\ttotal: 997ms\tremaining: 6.12s\n42:\tlearn: 0.4919312\ttotal: 1.02s\tremaining: 6.08s\n43:\tlearn: 0.4917612\ttotal: 1.04s\tremaining: 6.06s\n44:\tlearn: 0.4914195\ttotal: 1.07s\tremaining: 6.05s\n45:\tlearn: 0.4912829\ttotal: 1.09s\tremaining: 6.01s\n46:\tlearn: 0.4911171\ttotal: 1.11s\tremaining: 5.98s\n47:\tlearn: 0.4909221\ttotal: 1.14s\tremaining: 5.97s\n48:\tlearn: 0.4907023\ttotal: 1.16s\tremaining: 5.93s\n49:\tlearn: 0.4904082\ttotal: 1.18s\tremaining: 5.89s\n50:\tlearn: 0.4901908\ttotal: 1.2s\tremaining: 5.85s\n51:\tlearn: 0.4898595\ttotal: 1.22s\tremaining: 5.83s\n52:\tlearn: 0.4897565\ttotal: 1.24s\tremaining: 5.79s\n53:\tlearn: 0.4894873\ttotal: 1.26s\tremaining: 5.75s\n54:\tlearn: 0.4891099\ttotal: 1.28s\tremaining: 5.7s\n55:\tlearn: 0.4889988\ttotal: 1.3s\tremaining: 5.69s\n56:\tlearn: 0.4887407\ttotal: 1.32s\tremaining: 5.65s\n57:\tlearn: 0.4884692\ttotal: 1.35s\tremaining: 5.62s\n58:\tlearn: 0.4882723\ttotal: 1.37s\tremaining: 5.61s\n59:\tlearn: 0.4880472\ttotal: 1.4s\tremaining: 5.59s\n60:\tlearn: 0.4878751\ttotal: 1.42s\tremaining: 5.55s\n61:\tlearn: 0.4876400\ttotal: 1.44s\tremaining: 5.53s\n62:\tlearn: 0.4874612\ttotal: 1.46s\tremaining: 5.5s\n63:\tlearn: 0.4871989\ttotal: 1.49s\tremaining: 5.49s\n64:\tlearn: 0.4870806\ttotal: 1.51s\tremaining: 5.46s\n65:\tlearn: 0.4869949\ttotal: 1.53s\tremaining: 5.44s\n66:\tlearn: 0.4868474\ttotal: 1.55s\tremaining: 5.4s\n67:\tlearn: 0.4867522\ttotal: 1.58s\tremaining: 5.38s\n68:\tlearn: 0.4865643\ttotal: 1.6s\tremaining: 5.37s\n69:\tlearn: 0.4862971\ttotal: 1.62s\tremaining: 5.34s\n70:\tlearn: 0.4861343\ttotal: 1.64s\tremaining: 5.3s\n71:\tlearn: 0.4859624\ttotal: 1.66s\tremaining: 5.26s\n72:\tlearn: 0.4857542\ttotal: 1.68s\tremaining: 5.23s\n73:\tlearn: 0.4856656\ttotal: 1.7s\tremaining: 5.2s\n74:\tlearn: 0.4855590\ttotal: 1.72s\tremaining: 5.16s\n75:\tlearn: 0.4853191\ttotal: 1.74s\tremaining: 5.14s\n76:\tlearn: 0.4852463\ttotal: 1.76s\tremaining: 5.1s\n77:\tlearn: 0.4851016\ttotal: 1.79s\tremaining: 5.08s\n78:\tlearn: 0.4849987\ttotal: 1.81s\tremaining: 5.07s\n79:\tlearn: 0.4847227\ttotal: 1.84s\tremaining: 5.07s\n80:\tlearn: 0.4846500\ttotal: 1.86s\tremaining: 5.03s\n81:\tlearn: 0.4845737\ttotal: 1.88s\tremaining: 5s\n82:\tlearn: 0.4844357\ttotal: 1.9s\tremaining: 4.98s\n83:\tlearn: 0.4843877\ttotal: 1.93s\tremaining: 4.96s\n84:\tlearn: 0.4843253\ttotal: 1.96s\tremaining: 4.95s\n85:\tlearn: 0.4842016\ttotal: 1.98s\tremaining: 4.93s\n86:\tlearn: 0.4840602\ttotal: 2.01s\tremaining: 4.92s\n87:\tlearn: 0.4839815\ttotal: 2.03s\tremaining: 4.89s\n88:\tlearn: 0.4837894\ttotal: 2.06s\tremaining: 4.87s\n89:\tlearn: 0.4836227\ttotal: 2.08s\tremaining: 4.85s\n90:\tlearn: 0.4834585\ttotal: 2.1s\tremaining: 4.83s\n91:\tlearn: 0.4833232\ttotal: 2.13s\tremaining: 4.81s\n92:\tlearn: 0.4831189\ttotal: 2.15s\tremaining: 4.78s\n93:\tlearn: 0.4829329\ttotal: 2.17s\tremaining: 4.75s\n94:\tlearn: 0.4827999\ttotal: 2.19s\tremaining: 4.73s\n95:\tlearn: 0.4827392\ttotal: 2.21s\tremaining: 4.7s\n96:\tlearn: 0.4826236\ttotal: 2.23s\tremaining: 4.67s\n97:\tlearn: 0.4824503\ttotal: 2.25s\tremaining: 4.65s\n98:\tlearn: 0.4823663\ttotal: 2.27s\tremaining: 4.62s\n99:\tlearn: 0.4822575\ttotal: 2.3s\tremaining: 4.59s\n100:\tlearn: 0.4820121\ttotal: 2.32s\tremaining: 4.57s\n101:\tlearn: 0.4819065\ttotal: 2.34s\tremaining: 4.55s\n102:\tlearn: 0.4818474\ttotal: 2.38s\tremaining: 4.54s\n103:\tlearn: 0.4816384\ttotal: 2.41s\tremaining: 4.55s\n104:\tlearn: 0.4815422\ttotal: 2.44s\tremaining: 4.52s\n105:\tlearn: 0.4814859\ttotal: 2.46s\tremaining: 4.5s\n106:\tlearn: 0.4813064\ttotal: 2.48s\tremaining: 4.47s\n107:\tlearn: 0.4812112\ttotal: 2.5s\tremaining: 4.44s\n108:\tlearn: 0.4811149\ttotal: 2.53s\tremaining: 4.43s\n109:\tlearn: 0.4809833\ttotal: 2.55s\tremaining: 4.41s\n110:\tlearn: 0.4808242\ttotal: 2.58s\tremaining: 4.39s\n111:\tlearn: 0.4806162\ttotal: 2.6s\tremaining: 4.36s\n112:\tlearn: 0.4805685\ttotal: 2.63s\tremaining: 4.34s\n113:\tlearn: 0.4804953\ttotal: 2.65s\tremaining: 4.32s\n114:\tlearn: 0.4803952\ttotal: 2.67s\tremaining: 4.29s\n115:\tlearn: 0.4802825\ttotal: 2.69s\tremaining: 4.27s\n116:\tlearn: 0.4801481\ttotal: 2.72s\tremaining: 4.25s\n117:\tlearn: 0.4800444\ttotal: 2.74s\tremaining: 4.23s\n118:\tlearn: 0.4799757\ttotal: 2.76s\tremaining: 4.2s\n119:\tlearn: 0.4797328\ttotal: 2.79s\tremaining: 4.18s\n120:\tlearn: 0.4796568\ttotal: 2.81s\tremaining: 4.16s\n121:\tlearn: 0.4795466\ttotal: 2.83s\tremaining: 4.13s\n122:\tlearn: 0.4794765\ttotal: 2.86s\tremaining: 4.11s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "123:\tlearn: 0.4794273\ttotal: 2.88s\tremaining: 4.09s\n124:\tlearn: 0.4793089\ttotal: 2.91s\tremaining: 4.07s\n125:\tlearn: 0.4791511\ttotal: 2.93s\tremaining: 4.05s\n126:\tlearn: 0.4790750\ttotal: 2.95s\tremaining: 4.02s\n127:\tlearn: 0.4789077\ttotal: 2.97s\tremaining: 3.99s\n128:\tlearn: 0.4788602\ttotal: 3s\tremaining: 3.97s\n129:\tlearn: 0.4786411\ttotal: 3.03s\tremaining: 3.96s\n130:\tlearn: 0.4785573\ttotal: 3.05s\tremaining: 3.94s\n131:\tlearn: 0.4784981\ttotal: 3.08s\tremaining: 3.92s\n132:\tlearn: 0.4784406\ttotal: 3.1s\tremaining: 3.9s\n133:\tlearn: 0.4783490\ttotal: 3.12s\tremaining: 3.87s\n134:\tlearn: 0.4782984\ttotal: 3.14s\tremaining: 3.84s\n135:\tlearn: 0.4781949\ttotal: 3.16s\tremaining: 3.81s\n136:\tlearn: 0.4781480\ttotal: 3.19s\tremaining: 3.79s\n137:\tlearn: 0.4780815\ttotal: 3.21s\tremaining: 3.77s\n138:\tlearn: 0.4779713\ttotal: 3.24s\tremaining: 3.75s\n139:\tlearn: 0.4778756\ttotal: 3.26s\tremaining: 3.72s\n140:\tlearn: 0.4777776\ttotal: 3.28s\tremaining: 3.7s\n141:\tlearn: 0.4776385\ttotal: 3.3s\tremaining: 3.67s\n142:\tlearn: 0.4774534\ttotal: 3.33s\tremaining: 3.65s\n143:\tlearn: 0.4773475\ttotal: 3.36s\tremaining: 3.64s\n144:\tlearn: 0.4772014\ttotal: 3.39s\tremaining: 3.62s\n145:\tlearn: 0.4771208\ttotal: 3.42s\tremaining: 3.61s\n146:\tlearn: 0.4769508\ttotal: 3.45s\tremaining: 3.59s\n147:\tlearn: 0.4767732\ttotal: 3.48s\tremaining: 3.57s\n148:\tlearn: 0.4766789\ttotal: 3.51s\tremaining: 3.56s\n149:\tlearn: 0.4765522\ttotal: 3.54s\tremaining: 3.54s\n150:\tlearn: 0.4764940\ttotal: 3.56s\tremaining: 3.51s\n151:\tlearn: 0.4764365\ttotal: 3.59s\tremaining: 3.5s\n152:\tlearn: 0.4762974\ttotal: 3.62s\tremaining: 3.48s\n153:\tlearn: 0.4762367\ttotal: 3.65s\tremaining: 3.46s\n154:\tlearn: 0.4761825\ttotal: 3.68s\tremaining: 3.44s\n155:\tlearn: 0.4760476\ttotal: 3.71s\tremaining: 3.42s\n156:\tlearn: 0.4759045\ttotal: 3.74s\tremaining: 3.41s\n157:\tlearn: 0.4758115\ttotal: 3.76s\tremaining: 3.38s\n158:\tlearn: 0.4757406\ttotal: 3.79s\tremaining: 3.36s\n159:\tlearn: 0.4756999\ttotal: 3.82s\tremaining: 3.34s\n160:\tlearn: 0.4756448\ttotal: 3.85s\tremaining: 3.32s\n161:\tlearn: 0.4755664\ttotal: 3.88s\tremaining: 3.3s\n162:\tlearn: 0.4754522\ttotal: 3.91s\tremaining: 3.29s\n163:\tlearn: 0.4754060\ttotal: 3.94s\tremaining: 3.27s\n164:\tlearn: 0.4753558\ttotal: 3.96s\tremaining: 3.24s\n165:\tlearn: 0.4752760\ttotal: 3.99s\tremaining: 3.22s\n166:\tlearn: 0.4751839\ttotal: 4.02s\tremaining: 3.2s\n167:\tlearn: 0.4750955\ttotal: 4.04s\tremaining: 3.18s\n168:\tlearn: 0.4750510\ttotal: 4.07s\tremaining: 3.15s\n169:\tlearn: 0.4749562\ttotal: 4.1s\tremaining: 3.13s\n170:\tlearn: 0.4748016\ttotal: 4.12s\tremaining: 3.11s\n171:\tlearn: 0.4746542\ttotal: 4.16s\tremaining: 3.09s\n172:\tlearn: 0.4745693\ttotal: 4.18s\tremaining: 3.07s\n173:\tlearn: 0.4745006\ttotal: 4.22s\tremaining: 3.05s\n174:\tlearn: 0.4743604\ttotal: 4.25s\tremaining: 3.03s\n175:\tlearn: 0.4743048\ttotal: 4.27s\tremaining: 3.01s\n176:\tlearn: 0.4742320\ttotal: 4.29s\tremaining: 2.98s\n177:\tlearn: 0.4741127\ttotal: 4.32s\tremaining: 2.96s\n178:\tlearn: 0.4740693\ttotal: 4.35s\tremaining: 2.94s\n179:\tlearn: 0.4739904\ttotal: 4.37s\tremaining: 2.91s\n180:\tlearn: 0.4739387\ttotal: 4.4s\tremaining: 2.89s\n181:\tlearn: 0.4738810\ttotal: 4.43s\tremaining: 2.87s\n182:\tlearn: 0.4737632\ttotal: 4.45s\tremaining: 2.85s\n183:\tlearn: 0.4737108\ttotal: 4.48s\tremaining: 2.82s\n184:\tlearn: 0.4736322\ttotal: 4.5s\tremaining: 2.8s\n185:\tlearn: 0.4735635\ttotal: 4.53s\tremaining: 2.78s\n186:\tlearn: 0.4734867\ttotal: 4.57s\tremaining: 2.76s\n187:\tlearn: 0.4733738\ttotal: 4.59s\tremaining: 2.73s\n188:\tlearn: 0.4732776\ttotal: 4.62s\tremaining: 2.71s\n189:\tlearn: 0.4732038\ttotal: 4.65s\tremaining: 2.69s\n190:\tlearn: 0.4731231\ttotal: 4.67s\tremaining: 2.66s\n191:\tlearn: 0.4729904\ttotal: 4.69s\tremaining: 2.64s\n192:\tlearn: 0.4729412\ttotal: 4.71s\tremaining: 2.61s\n193:\tlearn: 0.4729037\ttotal: 4.73s\tremaining: 2.58s\n194:\tlearn: 0.4728317\ttotal: 4.76s\tremaining: 2.56s\n195:\tlearn: 0.4727647\ttotal: 4.79s\tremaining: 2.54s\n196:\tlearn: 0.4727096\ttotal: 4.82s\tremaining: 2.52s\n197:\tlearn: 0.4725946\ttotal: 4.86s\tremaining: 2.5s\n198:\tlearn: 0.4725643\ttotal: 4.88s\tremaining: 2.48s\n199:\tlearn: 0.4725156\ttotal: 4.91s\tremaining: 2.45s\n200:\tlearn: 0.4724784\ttotal: 4.93s\tremaining: 2.43s\n201:\tlearn: 0.4724141\ttotal: 4.96s\tremaining: 2.4s\n202:\tlearn: 0.4723715\ttotal: 4.98s\tremaining: 2.38s\n203:\tlearn: 0.4723042\ttotal: 5.01s\tremaining: 2.36s\n204:\tlearn: 0.4722479\ttotal: 5.04s\tremaining: 2.33s\n205:\tlearn: 0.4722048\ttotal: 5.07s\tremaining: 2.31s\n206:\tlearn: 0.4721073\ttotal: 5.09s\tremaining: 2.29s\n207:\tlearn: 0.4720673\ttotal: 5.11s\tremaining: 2.26s\n208:\tlearn: 0.4720289\ttotal: 5.14s\tremaining: 2.24s\n209:\tlearn: 0.4719592\ttotal: 5.17s\tremaining: 2.21s\n210:\tlearn: 0.4719126\ttotal: 5.19s\tremaining: 2.19s\n211:\tlearn: 0.4718234\ttotal: 5.22s\tremaining: 2.17s\n212:\tlearn: 0.4716769\ttotal: 5.25s\tremaining: 2.15s\n213:\tlearn: 0.4716332\ttotal: 5.28s\tremaining: 2.12s\n214:\tlearn: 0.4715038\ttotal: 5.31s\tremaining: 2.1s\n215:\tlearn: 0.4714676\ttotal: 5.34s\tremaining: 2.08s\n216:\tlearn: 0.4713713\ttotal: 5.36s\tremaining: 2.05s\n217:\tlearn: 0.4713030\ttotal: 5.39s\tremaining: 2.03s\n218:\tlearn: 0.4712668\ttotal: 5.41s\tremaining: 2s\n219:\tlearn: 0.4712244\ttotal: 5.43s\tremaining: 1.98s\n220:\tlearn: 0.4711582\ttotal: 5.46s\tremaining: 1.95s\n221:\tlearn: 0.4710942\ttotal: 5.48s\tremaining: 1.93s\n222:\tlearn: 0.4710498\ttotal: 5.51s\tremaining: 1.9s\n223:\tlearn: 0.4710159\ttotal: 5.53s\tremaining: 1.88s\n224:\tlearn: 0.4709545\ttotal: 5.55s\tremaining: 1.85s\n225:\tlearn: 0.4708974\ttotal: 5.58s\tremaining: 1.83s\n226:\tlearn: 0.4708569\ttotal: 5.6s\tremaining: 1.8s\n227:\tlearn: 0.4707703\ttotal: 5.62s\tremaining: 1.77s\n228:\tlearn: 0.4707078\ttotal: 5.64s\tremaining: 1.75s\n229:\tlearn: 0.4706625\ttotal: 5.66s\tremaining: 1.72s\n230:\tlearn: 0.4706357\ttotal: 5.68s\tremaining: 1.7s\n231:\tlearn: 0.4705365\ttotal: 5.7s\tremaining: 1.67s\n232:\tlearn: 0.4704765\ttotal: 5.72s\tremaining: 1.65s\n233:\tlearn: 0.4703703\ttotal: 5.75s\tremaining: 1.62s\n234:\tlearn: 0.4702771\ttotal: 5.77s\tremaining: 1.59s\n235:\tlearn: 0.4701886\ttotal: 5.79s\tremaining: 1.57s\n236:\tlearn: 0.4701569\ttotal: 5.81s\tremaining: 1.54s\n237:\tlearn: 0.4700647\ttotal: 5.84s\tremaining: 1.52s\n238:\tlearn: 0.4700081\ttotal: 5.86s\tremaining: 1.5s\n239:\tlearn: 0.4699550\ttotal: 5.88s\tremaining: 1.47s\n240:\tlearn: 0.4699236\ttotal: 5.9s\tremaining: 1.44s\n241:\tlearn: 0.4698489\ttotal: 5.92s\tremaining: 1.42s\n242:\tlearn: 0.4698063\ttotal: 5.93s\tremaining: 1.39s\n243:\tlearn: 0.4697201\ttotal: 5.95s\tremaining: 1.37s\n244:\tlearn: 0.4696787\ttotal: 5.97s\tremaining: 1.34s\n245:\tlearn: 0.4696247\ttotal: 6s\tremaining: 1.31s\n246:\tlearn: 0.4695872\ttotal: 6.01s\tremaining: 1.29s\n247:\tlearn: 0.4694797\ttotal: 6.04s\tremaining: 1.26s\n248:\tlearn: 0.4694121\ttotal: 6.07s\tremaining: 1.24s\n249:\tlearn: 0.4693579\ttotal: 6.09s\tremaining: 1.22s\n250:\tlearn: 0.4693108\ttotal: 6.11s\tremaining: 1.19s\n251:\tlearn: 0.4692840\ttotal: 6.14s\tremaining: 1.17s\n252:\tlearn: 0.4692238\ttotal: 6.16s\tremaining: 1.14s\n253:\tlearn: 0.4691768\ttotal: 6.19s\tremaining: 1.12s\n254:\tlearn: 0.4691416\ttotal: 6.21s\tremaining: 1.1s\n255:\tlearn: 0.4690995\ttotal: 6.24s\tremaining: 1.07s\n256:\tlearn: 0.4690408\ttotal: 6.26s\tremaining: 1.05s\n257:\tlearn: 0.4689706\ttotal: 6.29s\tremaining: 1.02s\n258:\tlearn: 0.4688969\ttotal: 6.31s\tremaining: 999ms\n259:\tlearn: 0.4688322\ttotal: 6.34s\tremaining: 975ms\n260:\tlearn: 0.4688116\ttotal: 6.36s\tremaining: 950ms\n261:\tlearn: 0.4687578\ttotal: 6.38s\tremaining: 926ms\n262:\tlearn: 0.4686675\ttotal: 6.41s\tremaining: 901ms\n263:\tlearn: 0.4686445\ttotal: 6.43s\tremaining: 877ms\n264:\tlearn: 0.4685862\ttotal: 6.45s\tremaining: 852ms\n265:\tlearn: 0.4685614\ttotal: 6.47s\tremaining: 827ms\n266:\tlearn: 0.4685124\ttotal: 6.49s\tremaining: 802ms\n267:\tlearn: 0.4684632\ttotal: 6.51s\tremaining: 778ms\n268:\tlearn: 0.4683809\ttotal: 6.54s\tremaining: 753ms\n269:\tlearn: 0.4683422\ttotal: 6.56s\tremaining: 729ms\n270:\tlearn: 0.4682719\ttotal: 6.58s\tremaining: 704ms\n271:\tlearn: 0.4682451\ttotal: 6.6s\tremaining: 679ms\n272:\tlearn: 0.4682070\ttotal: 6.62s\tremaining: 655ms\n273:\tlearn: 0.4681657\ttotal: 6.64s\tremaining: 630ms\n274:\tlearn: 0.4681135\ttotal: 6.67s\tremaining: 606ms\n275:\tlearn: 0.4680811\ttotal: 6.69s\tremaining: 582ms\n276:\tlearn: 0.4680507\ttotal: 6.72s\tremaining: 558ms\n277:\tlearn: 0.4680121\ttotal: 6.74s\tremaining: 534ms\n278:\tlearn: 0.4679646\ttotal: 6.77s\tremaining: 510ms\n279:\tlearn: 0.4678965\ttotal: 6.81s\tremaining: 486ms\n280:\tlearn: 0.4678569\ttotal: 6.84s\tremaining: 463ms\n281:\tlearn: 0.4677979\ttotal: 6.87s\tremaining: 438ms\n282:\tlearn: 0.4677544\ttotal: 6.9s\tremaining: 414ms\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "283:\tlearn: 0.4676794\ttotal: 6.94s\tremaining: 391ms\n284:\tlearn: 0.4676575\ttotal: 6.96s\tremaining: 367ms\n285:\tlearn: 0.4676017\ttotal: 6.99s\tremaining: 342ms\n286:\tlearn: 0.4675587\ttotal: 7.01s\tremaining: 318ms\n287:\tlearn: 0.4675208\ttotal: 7.04s\tremaining: 293ms\n288:\tlearn: 0.4674947\ttotal: 7.06s\tremaining: 269ms\n289:\tlearn: 0.4674531\ttotal: 7.09s\tremaining: 245ms\n290:\tlearn: 0.4674031\ttotal: 7.12s\tremaining: 220ms\n291:\tlearn: 0.4673683\ttotal: 7.15s\tremaining: 196ms\n292:\tlearn: 0.4673291\ttotal: 7.17s\tremaining: 171ms\n293:\tlearn: 0.4672865\ttotal: 7.2s\tremaining: 147ms\n294:\tlearn: 0.4672285\ttotal: 7.23s\tremaining: 123ms\n295:\tlearn: 0.4671988\ttotal: 7.25s\tremaining: 98ms\n296:\tlearn: 0.4671482\ttotal: 7.29s\tremaining: 73.6ms\n297:\tlearn: 0.4670812\ttotal: 7.32s\tremaining: 49.1ms\n298:\tlearn: 0.4670598\ttotal: 7.35s\tremaining: 24.6ms\n299:\tlearn: 0.4669745\ttotal: 7.38s\tremaining: 0us\n0:\tlearn: 0.6382656\ttotal: 26.6ms\tremaining: 7.95s\n1:\tlearn: 0.5991676\ttotal: 50.3ms\tremaining: 7.49s\n2:\tlearn: 0.5716279\ttotal: 74.2ms\tremaining: 7.34s\n3:\tlearn: 0.5523097\ttotal: 101ms\tremaining: 7.45s\n4:\tlearn: 0.5376383\ttotal: 124ms\tremaining: 7.33s\n5:\tlearn: 0.5276739\ttotal: 147ms\tremaining: 7.21s\n6:\tlearn: 0.5206092\ttotal: 168ms\tremaining: 7.04s\n7:\tlearn: 0.5153819\ttotal: 191ms\tremaining: 6.96s\n8:\tlearn: 0.5109288\ttotal: 213ms\tremaining: 6.87s\n9:\tlearn: 0.5076921\ttotal: 237ms\tremaining: 6.88s\n10:\tlearn: 0.5051053\ttotal: 261ms\tremaining: 6.85s\n11:\tlearn: 0.5032575\ttotal: 285ms\tremaining: 6.83s\n12:\tlearn: 0.5018266\ttotal: 316ms\tremaining: 6.97s\n13:\tlearn: 0.5003909\ttotal: 346ms\tremaining: 7.08s\n14:\tlearn: 0.4991280\ttotal: 370ms\tremaining: 7.03s\n15:\tlearn: 0.4984268\ttotal: 394ms\tremaining: 7s\n16:\tlearn: 0.4975889\ttotal: 428ms\tremaining: 7.12s\n17:\tlearn: 0.4969226\ttotal: 454ms\tremaining: 7.11s\n18:\tlearn: 0.4961281\ttotal: 476ms\tremaining: 7.05s\n19:\tlearn: 0.4952763\ttotal: 511ms\tremaining: 7.16s\n20:\tlearn: 0.4948836\ttotal: 534ms\tremaining: 7.09s\n21:\tlearn: 0.4943728\ttotal: 558ms\tremaining: 7.06s\n22:\tlearn: 0.4939978\ttotal: 587ms\tremaining: 7.07s\n23:\tlearn: 0.4935334\ttotal: 609ms\tremaining: 7s\n24:\tlearn: 0.4931875\ttotal: 636ms\tremaining: 7s\n25:\tlearn: 0.4926389\ttotal: 659ms\tremaining: 6.95s\n26:\tlearn: 0.4920798\ttotal: 684ms\tremaining: 6.91s\n27:\tlearn: 0.4918499\ttotal: 707ms\tremaining: 6.86s\n28:\tlearn: 0.4912636\ttotal: 729ms\tremaining: 6.81s\n29:\tlearn: 0.4909414\ttotal: 751ms\tremaining: 6.76s\n30:\tlearn: 0.4903864\ttotal: 770ms\tremaining: 6.68s\n31:\tlearn: 0.4900889\ttotal: 792ms\tremaining: 6.64s\n32:\tlearn: 0.4896792\ttotal: 815ms\tremaining: 6.6s\n33:\tlearn: 0.4894459\ttotal: 845ms\tremaining: 6.61s\n34:\tlearn: 0.4891558\ttotal: 871ms\tremaining: 6.6s\n35:\tlearn: 0.4890133\ttotal: 896ms\tremaining: 6.57s\n36:\tlearn: 0.4887616\ttotal: 921ms\tremaining: 6.54s\n37:\tlearn: 0.4885823\ttotal: 948ms\tremaining: 6.54s\n38:\tlearn: 0.4883666\ttotal: 976ms\tremaining: 6.53s\n39:\tlearn: 0.4881232\ttotal: 998ms\tremaining: 6.49s\n40:\tlearn: 0.4879647\ttotal: 1.02s\tremaining: 6.47s\n41:\tlearn: 0.4875023\ttotal: 1.05s\tremaining: 6.44s\n42:\tlearn: 0.4872946\ttotal: 1.07s\tremaining: 6.41s\n43:\tlearn: 0.4869517\ttotal: 1.09s\tremaining: 6.38s\n44:\tlearn: 0.4864068\ttotal: 1.12s\tremaining: 6.34s\n45:\tlearn: 0.4861492\ttotal: 1.14s\tremaining: 6.29s\n46:\tlearn: 0.4860071\ttotal: 1.17s\tremaining: 6.28s\n47:\tlearn: 0.4856607\ttotal: 1.19s\tremaining: 6.25s\n48:\tlearn: 0.4854913\ttotal: 1.21s\tremaining: 6.22s\n49:\tlearn: 0.4853000\ttotal: 1.24s\tremaining: 6.19s\n50:\tlearn: 0.4847994\ttotal: 1.26s\tremaining: 6.16s\n51:\tlearn: 0.4845511\ttotal: 1.28s\tremaining: 6.13s\n52:\tlearn: 0.4843544\ttotal: 1.31s\tremaining: 6.09s\n53:\tlearn: 0.4841863\ttotal: 1.33s\tremaining: 6.05s\n54:\tlearn: 0.4838807\ttotal: 1.35s\tremaining: 6.02s\n55:\tlearn: 0.4834841\ttotal: 1.38s\tremaining: 6s\n56:\tlearn: 0.4833338\ttotal: 1.4s\tremaining: 5.96s\n57:\tlearn: 0.4832298\ttotal: 1.42s\tremaining: 5.92s\n58:\tlearn: 0.4830443\ttotal: 1.44s\tremaining: 5.88s\n59:\tlearn: 0.4829170\ttotal: 1.46s\tremaining: 5.85s\n60:\tlearn: 0.4827667\ttotal: 1.49s\tremaining: 5.84s\n61:\tlearn: 0.4826238\ttotal: 1.51s\tremaining: 5.81s\n62:\tlearn: 0.4825127\ttotal: 1.54s\tremaining: 5.79s\n63:\tlearn: 0.4821632\ttotal: 1.56s\tremaining: 5.76s\n64:\tlearn: 0.4819419\ttotal: 1.59s\tremaining: 5.74s\n65:\tlearn: 0.4817035\ttotal: 1.61s\tremaining: 5.72s\n66:\tlearn: 0.4815563\ttotal: 1.64s\tremaining: 5.69s\n67:\tlearn: 0.4812456\ttotal: 1.66s\tremaining: 5.67s\n68:\tlearn: 0.4809924\ttotal: 1.68s\tremaining: 5.64s\n69:\tlearn: 0.4807575\ttotal: 1.7s\tremaining: 5.6s\n70:\tlearn: 0.4806358\ttotal: 1.73s\tremaining: 5.59s\n71:\tlearn: 0.4804632\ttotal: 1.75s\tremaining: 5.56s\n72:\tlearn: 0.4803051\ttotal: 1.78s\tremaining: 5.53s\n73:\tlearn: 0.4801810\ttotal: 1.8s\tremaining: 5.5s\n74:\tlearn: 0.4798974\ttotal: 1.82s\tremaining: 5.46s\n75:\tlearn: 0.4798041\ttotal: 1.84s\tremaining: 5.43s\n76:\tlearn: 0.4797190\ttotal: 1.87s\tremaining: 5.4s\n77:\tlearn: 0.4795188\ttotal: 1.89s\tremaining: 5.37s\n78:\tlearn: 0.4794516\ttotal: 1.91s\tremaining: 5.34s\n79:\tlearn: 0.4793357\ttotal: 1.93s\tremaining: 5.31s\n80:\tlearn: 0.4790053\ttotal: 1.96s\tremaining: 5.29s\n81:\tlearn: 0.4786792\ttotal: 1.98s\tremaining: 5.25s\n82:\tlearn: 0.4784891\ttotal: 2s\tremaining: 5.22s\n83:\tlearn: 0.4783905\ttotal: 2.02s\tremaining: 5.19s\n84:\tlearn: 0.4781282\ttotal: 2.04s\tremaining: 5.15s\n85:\tlearn: 0.4778838\ttotal: 2.06s\tremaining: 5.12s\n86:\tlearn: 0.4778034\ttotal: 2.08s\tremaining: 5.09s\n87:\tlearn: 0.4776755\ttotal: 2.1s\tremaining: 5.05s\n88:\tlearn: 0.4774913\ttotal: 2.13s\tremaining: 5.04s\n89:\tlearn: 0.4772801\ttotal: 2.15s\tremaining: 5.01s\n90:\tlearn: 0.4771770\ttotal: 2.17s\tremaining: 4.99s\n91:\tlearn: 0.4770240\ttotal: 2.19s\tremaining: 4.96s\n92:\tlearn: 0.4769420\ttotal: 2.21s\tremaining: 4.93s\n93:\tlearn: 0.4768219\ttotal: 2.23s\tremaining: 4.9s\n94:\tlearn: 0.4766507\ttotal: 2.26s\tremaining: 4.87s\n95:\tlearn: 0.4765161\ttotal: 2.28s\tremaining: 4.84s\n96:\tlearn: 0.4763101\ttotal: 2.3s\tremaining: 4.82s\n97:\tlearn: 0.4761472\ttotal: 2.32s\tremaining: 4.79s\n98:\tlearn: 0.4758990\ttotal: 2.34s\tremaining: 4.75s\n99:\tlearn: 0.4757216\ttotal: 2.36s\tremaining: 4.73s\n100:\tlearn: 0.4755625\ttotal: 2.38s\tremaining: 4.7s\n101:\tlearn: 0.4752518\ttotal: 2.4s\tremaining: 4.67s\n102:\tlearn: 0.4751078\ttotal: 2.42s\tremaining: 4.63s\n103:\tlearn: 0.4748877\ttotal: 2.45s\tremaining: 4.61s\n104:\tlearn: 0.4747909\ttotal: 2.47s\tremaining: 4.59s\n105:\tlearn: 0.4747179\ttotal: 2.49s\tremaining: 4.56s\n106:\tlearn: 0.4746237\ttotal: 2.51s\tremaining: 4.53s\n107:\tlearn: 0.4745309\ttotal: 2.53s\tremaining: 4.51s\n108:\tlearn: 0.4744784\ttotal: 2.56s\tremaining: 4.49s\n109:\tlearn: 0.4743041\ttotal: 2.58s\tremaining: 4.46s\n110:\tlearn: 0.4742092\ttotal: 2.6s\tremaining: 4.43s\n111:\tlearn: 0.4741182\ttotal: 2.63s\tremaining: 4.41s\n112:\tlearn: 0.4740160\ttotal: 2.64s\tremaining: 4.38s\n113:\tlearn: 0.4738874\ttotal: 2.67s\tremaining: 4.35s\n114:\tlearn: 0.4737914\ttotal: 2.69s\tremaining: 4.32s\n115:\tlearn: 0.4736977\ttotal: 2.71s\tremaining: 4.3s\n116:\tlearn: 0.4736150\ttotal: 2.74s\tremaining: 4.28s\n117:\tlearn: 0.4734277\ttotal: 2.76s\tremaining: 4.25s\n118:\tlearn: 0.4731986\ttotal: 2.78s\tremaining: 4.24s\n119:\tlearn: 0.4730860\ttotal: 2.81s\tremaining: 4.21s\n120:\tlearn: 0.4729546\ttotal: 2.83s\tremaining: 4.19s\n121:\tlearn: 0.4728741\ttotal: 2.85s\tremaining: 4.16s\n122:\tlearn: 0.4727686\ttotal: 2.87s\tremaining: 4.13s\n123:\tlearn: 0.4727160\ttotal: 2.89s\tremaining: 4.1s\n124:\tlearn: 0.4726321\ttotal: 2.91s\tremaining: 4.08s\n125:\tlearn: 0.4725096\ttotal: 2.93s\tremaining: 4.05s\n126:\tlearn: 0.4724052\ttotal: 2.95s\tremaining: 4.02s\n127:\tlearn: 0.4723176\ttotal: 2.98s\tremaining: 4s\n128:\tlearn: 0.4721767\ttotal: 3s\tremaining: 3.97s\n129:\tlearn: 0.4720532\ttotal: 3.02s\tremaining: 3.94s\n130:\tlearn: 0.4719328\ttotal: 3.04s\tremaining: 3.92s\n131:\tlearn: 0.4718780\ttotal: 3.06s\tremaining: 3.9s\n132:\tlearn: 0.4717510\ttotal: 3.09s\tremaining: 3.88s\n133:\tlearn: 0.4716763\ttotal: 3.11s\tremaining: 3.85s\n134:\tlearn: 0.4716239\ttotal: 3.13s\tremaining: 3.83s\n135:\tlearn: 0.4714900\ttotal: 3.15s\tremaining: 3.8s\n136:\tlearn: 0.4713292\ttotal: 3.17s\tremaining: 3.77s\n137:\tlearn: 0.4712457\ttotal: 3.19s\tremaining: 3.75s\n138:\tlearn: 0.4711915\ttotal: 3.21s\tremaining: 3.72s\n139:\tlearn: 0.4710907\ttotal: 3.23s\tremaining: 3.69s\n140:\tlearn: 0.4710302\ttotal: 3.25s\tremaining: 3.67s\n141:\tlearn: 0.4709312\ttotal: 3.28s\tremaining: 3.65s\n142:\tlearn: 0.4707759\ttotal: 3.31s\tremaining: 3.63s\n143:\tlearn: 0.4707193\ttotal: 3.34s\tremaining: 3.61s\n144:\tlearn: 0.4705534\ttotal: 3.36s\tremaining: 3.59s\n145:\tlearn: 0.4704163\ttotal: 3.4s\tremaining: 3.59s\n146:\tlearn: 0.4703091\ttotal: 3.43s\tremaining: 3.57s\n147:\tlearn: 0.4701907\ttotal: 3.45s\tremaining: 3.55s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "148:\tlearn: 0.4700878\ttotal: 3.48s\tremaining: 3.53s\n149:\tlearn: 0.4700429\ttotal: 3.5s\tremaining: 3.5s\n150:\tlearn: 0.4700061\ttotal: 3.52s\tremaining: 3.48s\n151:\tlearn: 0.4698788\ttotal: 3.54s\tremaining: 3.45s\n152:\tlearn: 0.4697675\ttotal: 3.56s\tremaining: 3.42s\n153:\tlearn: 0.4696972\ttotal: 3.58s\tremaining: 3.39s\n154:\tlearn: 0.4696343\ttotal: 3.6s\tremaining: 3.37s\n155:\tlearn: 0.4695740\ttotal: 3.62s\tremaining: 3.35s\n156:\tlearn: 0.4695393\ttotal: 3.64s\tremaining: 3.32s\n157:\tlearn: 0.4693694\ttotal: 3.66s\tremaining: 3.29s\n158:\tlearn: 0.4692651\ttotal: 3.69s\tremaining: 3.27s\n159:\tlearn: 0.4690896\ttotal: 3.71s\tremaining: 3.25s\n160:\tlearn: 0.4689838\ttotal: 3.74s\tremaining: 3.23s\n161:\tlearn: 0.4689174\ttotal: 3.76s\tremaining: 3.2s\n162:\tlearn: 0.4687863\ttotal: 3.78s\tremaining: 3.18s\n163:\tlearn: 0.4687129\ttotal: 3.8s\tremaining: 3.15s\n164:\tlearn: 0.4686684\ttotal: 3.83s\tremaining: 3.13s\n165:\tlearn: 0.4685583\ttotal: 3.85s\tremaining: 3.11s\n166:\tlearn: 0.4684588\ttotal: 3.87s\tremaining: 3.08s\n167:\tlearn: 0.4683744\ttotal: 3.9s\tremaining: 3.06s\n168:\tlearn: 0.4683268\ttotal: 3.92s\tremaining: 3.04s\n169:\tlearn: 0.4682631\ttotal: 3.94s\tremaining: 3.01s\n170:\tlearn: 0.4681974\ttotal: 3.96s\tremaining: 2.99s\n171:\tlearn: 0.4681200\ttotal: 3.98s\tremaining: 2.96s\n172:\tlearn: 0.4680531\ttotal: 4s\tremaining: 2.94s\n173:\tlearn: 0.4679909\ttotal: 4.02s\tremaining: 2.91s\n174:\tlearn: 0.4679426\ttotal: 4.04s\tremaining: 2.89s\n175:\tlearn: 0.4678795\ttotal: 4.06s\tremaining: 2.86s\n176:\tlearn: 0.4678380\ttotal: 4.08s\tremaining: 2.84s\n177:\tlearn: 0.4677254\ttotal: 4.1s\tremaining: 2.81s\n178:\tlearn: 0.4676592\ttotal: 4.13s\tremaining: 2.79s\n179:\tlearn: 0.4675443\ttotal: 4.14s\tremaining: 2.76s\n180:\tlearn: 0.4674698\ttotal: 4.16s\tremaining: 2.74s\n181:\tlearn: 0.4673597\ttotal: 4.18s\tremaining: 2.71s\n182:\tlearn: 0.4672720\ttotal: 4.2s\tremaining: 2.69s\n183:\tlearn: 0.4671885\ttotal: 4.22s\tremaining: 2.66s\n184:\tlearn: 0.4670700\ttotal: 4.24s\tremaining: 2.64s\n185:\tlearn: 0.4670041\ttotal: 4.27s\tremaining: 2.61s\n186:\tlearn: 0.4669242\ttotal: 4.29s\tremaining: 2.59s\n187:\tlearn: 0.4668558\ttotal: 4.31s\tremaining: 2.57s\n188:\tlearn: 0.4667853\ttotal: 4.33s\tremaining: 2.54s\n189:\tlearn: 0.4667217\ttotal: 4.35s\tremaining: 2.52s\n190:\tlearn: 0.4666607\ttotal: 4.37s\tremaining: 2.49s\n191:\tlearn: 0.4665800\ttotal: 4.39s\tremaining: 2.47s\n192:\tlearn: 0.4665315\ttotal: 4.42s\tremaining: 2.45s\n193:\tlearn: 0.4664339\ttotal: 4.44s\tremaining: 2.43s\n194:\tlearn: 0.4663489\ttotal: 4.46s\tremaining: 2.4s\n195:\tlearn: 0.4663105\ttotal: 4.48s\tremaining: 2.38s\n196:\tlearn: 0.4662350\ttotal: 4.5s\tremaining: 2.35s\n197:\tlearn: 0.4661386\ttotal: 4.52s\tremaining: 2.33s\n198:\tlearn: 0.4660993\ttotal: 4.54s\tremaining: 2.31s\n199:\tlearn: 0.4660111\ttotal: 4.56s\tremaining: 2.28s\n200:\tlearn: 0.4659388\ttotal: 4.58s\tremaining: 2.26s\n201:\tlearn: 0.4659082\ttotal: 4.6s\tremaining: 2.23s\n202:\tlearn: 0.4658128\ttotal: 4.62s\tremaining: 2.21s\n203:\tlearn: 0.4657427\ttotal: 4.64s\tremaining: 2.19s\n204:\tlearn: 0.4656247\ttotal: 4.66s\tremaining: 2.16s\n205:\tlearn: 0.4655643\ttotal: 4.68s\tremaining: 2.14s\n206:\tlearn: 0.4654969\ttotal: 4.71s\tremaining: 2.11s\n207:\tlearn: 0.4654570\ttotal: 4.73s\tremaining: 2.09s\n208:\tlearn: 0.4654026\ttotal: 4.75s\tremaining: 2.07s\n209:\tlearn: 0.4653490\ttotal: 4.77s\tremaining: 2.04s\n210:\tlearn: 0.4652972\ttotal: 4.79s\tremaining: 2.02s\n211:\tlearn: 0.4652286\ttotal: 4.81s\tremaining: 2s\n212:\tlearn: 0.4651772\ttotal: 4.83s\tremaining: 1.97s\n213:\tlearn: 0.4651241\ttotal: 4.85s\tremaining: 1.95s\n214:\tlearn: 0.4650668\ttotal: 4.87s\tremaining: 1.93s\n215:\tlearn: 0.4650004\ttotal: 4.89s\tremaining: 1.9s\n216:\tlearn: 0.4649733\ttotal: 4.91s\tremaining: 1.88s\n217:\tlearn: 0.4649089\ttotal: 4.93s\tremaining: 1.86s\n218:\tlearn: 0.4648093\ttotal: 4.96s\tremaining: 1.83s\n219:\tlearn: 0.4647281\ttotal: 4.98s\tremaining: 1.81s\n220:\tlearn: 0.4646863\ttotal: 5s\tremaining: 1.79s\n221:\tlearn: 0.4646269\ttotal: 5.02s\tremaining: 1.76s\n222:\tlearn: 0.4645655\ttotal: 5.04s\tremaining: 1.74s\n223:\tlearn: 0.4645212\ttotal: 5.06s\tremaining: 1.72s\n224:\tlearn: 0.4644456\ttotal: 5.07s\tremaining: 1.69s\n225:\tlearn: 0.4643909\ttotal: 5.09s\tremaining: 1.67s\n226:\tlearn: 0.4643320\ttotal: 5.11s\tremaining: 1.64s\n227:\tlearn: 0.4642986\ttotal: 5.13s\tremaining: 1.62s\n228:\tlearn: 0.4641916\ttotal: 5.15s\tremaining: 1.6s\n229:\tlearn: 0.4641399\ttotal: 5.17s\tremaining: 1.57s\n230:\tlearn: 0.4640885\ttotal: 5.19s\tremaining: 1.55s\n231:\tlearn: 0.4640383\ttotal: 5.21s\tremaining: 1.53s\n232:\tlearn: 0.4639625\ttotal: 5.23s\tremaining: 1.5s\n233:\tlearn: 0.4638967\ttotal: 5.25s\tremaining: 1.48s\n234:\tlearn: 0.4638486\ttotal: 5.27s\tremaining: 1.46s\n235:\tlearn: 0.4637697\ttotal: 5.29s\tremaining: 1.43s\n236:\tlearn: 0.4637286\ttotal: 5.31s\tremaining: 1.41s\n237:\tlearn: 0.4636657\ttotal: 5.33s\tremaining: 1.39s\n238:\tlearn: 0.4635904\ttotal: 5.35s\tremaining: 1.36s\n239:\tlearn: 0.4635557\ttotal: 5.37s\tremaining: 1.34s\n240:\tlearn: 0.4634723\ttotal: 5.39s\tremaining: 1.32s\n241:\tlearn: 0.4634409\ttotal: 5.41s\tremaining: 1.3s\n242:\tlearn: 0.4633818\ttotal: 5.43s\tremaining: 1.27s\n243:\tlearn: 0.4633491\ttotal: 5.44s\tremaining: 1.25s\n244:\tlearn: 0.4633204\ttotal: 5.46s\tremaining: 1.23s\n245:\tlearn: 0.4632862\ttotal: 5.48s\tremaining: 1.2s\n246:\tlearn: 0.4632386\ttotal: 5.5s\tremaining: 1.18s\n247:\tlearn: 0.4631573\ttotal: 5.52s\tremaining: 1.16s\n248:\tlearn: 0.4630949\ttotal: 5.54s\tremaining: 1.13s\n249:\tlearn: 0.4630338\ttotal: 5.56s\tremaining: 1.11s\n250:\tlearn: 0.4629811\ttotal: 5.58s\tremaining: 1.09s\n251:\tlearn: 0.4629323\ttotal: 5.59s\tremaining: 1.06s\n252:\tlearn: 0.4629077\ttotal: 5.62s\tremaining: 1.04s\n253:\tlearn: 0.4628446\ttotal: 5.63s\tremaining: 1.02s\n254:\tlearn: 0.4628120\ttotal: 5.66s\tremaining: 998ms\n255:\tlearn: 0.4627599\ttotal: 5.68s\tremaining: 976ms\n256:\tlearn: 0.4626641\ttotal: 5.7s\tremaining: 954ms\n257:\tlearn: 0.4625899\ttotal: 5.72s\tremaining: 931ms\n258:\tlearn: 0.4625513\ttotal: 5.74s\tremaining: 909ms\n259:\tlearn: 0.4625227\ttotal: 5.76s\tremaining: 886ms\n260:\tlearn: 0.4624894\ttotal: 5.78s\tremaining: 864ms\n261:\tlearn: 0.4624423\ttotal: 5.8s\tremaining: 842ms\n262:\tlearn: 0.4623971\ttotal: 5.82s\tremaining: 819ms\n263:\tlearn: 0.4623574\ttotal: 5.84s\tremaining: 797ms\n264:\tlearn: 0.4623232\ttotal: 5.87s\tremaining: 775ms\n265:\tlearn: 0.4622864\ttotal: 5.89s\tremaining: 752ms\n266:\tlearn: 0.4622413\ttotal: 5.91s\tremaining: 730ms\n267:\tlearn: 0.4621967\ttotal: 5.93s\tremaining: 708ms\n268:\tlearn: 0.4621374\ttotal: 5.95s\tremaining: 686ms\n269:\tlearn: 0.4621166\ttotal: 5.98s\tremaining: 664ms\n270:\tlearn: 0.4620738\ttotal: 6s\tremaining: 642ms\n271:\tlearn: 0.4620184\ttotal: 6.02s\tremaining: 620ms\n272:\tlearn: 0.4619346\ttotal: 6.04s\tremaining: 597ms\n273:\tlearn: 0.4618986\ttotal: 6.06s\tremaining: 575ms\n274:\tlearn: 0.4618426\ttotal: 6.08s\tremaining: 553ms\n275:\tlearn: 0.4617968\ttotal: 6.1s\tremaining: 531ms\n276:\tlearn: 0.4617628\ttotal: 6.12s\tremaining: 508ms\n277:\tlearn: 0.4616604\ttotal: 6.15s\tremaining: 487ms\n278:\tlearn: 0.4615881\ttotal: 6.17s\tremaining: 465ms\n279:\tlearn: 0.4615576\ttotal: 6.19s\tremaining: 442ms\n280:\tlearn: 0.4614723\ttotal: 6.21s\tremaining: 420ms\n281:\tlearn: 0.4613750\ttotal: 6.23s\tremaining: 398ms\n282:\tlearn: 0.4613338\ttotal: 6.25s\tremaining: 376ms\n283:\tlearn: 0.4612943\ttotal: 6.28s\tremaining: 354ms\n284:\tlearn: 0.4612557\ttotal: 6.29s\tremaining: 331ms\n285:\tlearn: 0.4612061\ttotal: 6.31s\tremaining: 309ms\n286:\tlearn: 0.4611828\ttotal: 6.33s\tremaining: 287ms\n287:\tlearn: 0.4611299\ttotal: 6.36s\tremaining: 265ms\n288:\tlearn: 0.4610639\ttotal: 6.38s\tremaining: 243ms\n289:\tlearn: 0.4610035\ttotal: 6.4s\tremaining: 221ms\n290:\tlearn: 0.4609508\ttotal: 6.42s\tremaining: 199ms\n291:\tlearn: 0.4608821\ttotal: 6.44s\tremaining: 176ms\n292:\tlearn: 0.4608290\ttotal: 6.46s\tremaining: 154ms\n293:\tlearn: 0.4607878\ttotal: 6.48s\tremaining: 132ms\n294:\tlearn: 0.4607478\ttotal: 6.5s\tremaining: 110ms\n295:\tlearn: 0.4607001\ttotal: 6.51s\tremaining: 88ms\n296:\tlearn: 0.4606536\ttotal: 6.53s\tremaining: 66ms\n297:\tlearn: 0.4606164\ttotal: 6.55s\tremaining: 44ms\n298:\tlearn: 0.4605776\ttotal: 6.57s\tremaining: 22ms\n299:\tlearn: 0.4605274\ttotal: 6.59s\tremaining: 0us\n0:\tlearn: 0.6382575\ttotal: 23.2ms\tremaining: 6.95s\n1:\tlearn: 0.5991437\ttotal: 45.5ms\tremaining: 6.79s\n2:\tlearn: 0.5717000\ttotal: 66.6ms\tremaining: 6.59s\n3:\tlearn: 0.5515195\ttotal: 89.8ms\tremaining: 6.65s\n4:\tlearn: 0.5377783\ttotal: 113ms\tremaining: 6.68s\n5:\tlearn: 0.5284734\ttotal: 138ms\tremaining: 6.76s\n6:\tlearn: 0.5209551\ttotal: 160ms\tremaining: 6.68s\n7:\tlearn: 0.5158641\ttotal: 184ms\tremaining: 6.73s\n8:\tlearn: 0.5120643\ttotal: 212ms\tremaining: 6.86s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "9:\tlearn: 0.5085724\ttotal: 238ms\tremaining: 6.89s\n10:\tlearn: 0.5059787\ttotal: 257ms\tremaining: 6.76s\n11:\tlearn: 0.5044000\ttotal: 276ms\tremaining: 6.61s\n12:\tlearn: 0.5031056\ttotal: 295ms\tremaining: 6.51s\n13:\tlearn: 0.5017103\ttotal: 314ms\tremaining: 6.41s\n14:\tlearn: 0.5005747\ttotal: 335ms\tremaining: 6.36s\n15:\tlearn: 0.4994996\ttotal: 359ms\tremaining: 6.37s\n16:\tlearn: 0.4987964\ttotal: 383ms\tremaining: 6.38s\n17:\tlearn: 0.4979071\ttotal: 407ms\tremaining: 6.37s\n18:\tlearn: 0.4969898\ttotal: 430ms\tremaining: 6.36s\n19:\tlearn: 0.4966340\ttotal: 452ms\tremaining: 6.33s\n20:\tlearn: 0.4960565\ttotal: 478ms\tremaining: 6.35s\n21:\tlearn: 0.4957097\ttotal: 496ms\tremaining: 6.27s\n22:\tlearn: 0.4952745\ttotal: 516ms\tremaining: 6.21s\n23:\tlearn: 0.4946319\ttotal: 534ms\tremaining: 6.14s\n24:\tlearn: 0.4942859\ttotal: 552ms\tremaining: 6.07s\n25:\tlearn: 0.4939597\ttotal: 571ms\tremaining: 6.01s\n26:\tlearn: 0.4934869\ttotal: 594ms\tremaining: 6s\n27:\tlearn: 0.4930664\ttotal: 616ms\tremaining: 5.98s\n28:\tlearn: 0.4928149\ttotal: 639ms\tremaining: 5.97s\n29:\tlearn: 0.4921418\ttotal: 659ms\tremaining: 5.93s\n30:\tlearn: 0.4918947\ttotal: 677ms\tremaining: 5.88s\n31:\tlearn: 0.4917198\ttotal: 700ms\tremaining: 5.87s\n32:\tlearn: 0.4914866\ttotal: 721ms\tremaining: 5.83s\n33:\tlearn: 0.4913045\ttotal: 740ms\tremaining: 5.79s\n34:\tlearn: 0.4910308\ttotal: 762ms\tremaining: 5.77s\n35:\tlearn: 0.4907595\ttotal: 787ms\tremaining: 5.77s\n36:\tlearn: 0.4902417\ttotal: 809ms\tremaining: 5.75s\n37:\tlearn: 0.4897210\ttotal: 834ms\tremaining: 5.75s\n38:\tlearn: 0.4894975\ttotal: 854ms\tremaining: 5.72s\n39:\tlearn: 0.4892401\ttotal: 880ms\tremaining: 5.72s\n40:\tlearn: 0.4887535\ttotal: 901ms\tremaining: 5.69s\n41:\tlearn: 0.4886268\ttotal: 920ms\tremaining: 5.65s\n42:\tlearn: 0.4882239\ttotal: 940ms\tremaining: 5.62s\n43:\tlearn: 0.4877175\ttotal: 961ms\tremaining: 5.59s\n44:\tlearn: 0.4872759\ttotal: 982ms\tremaining: 5.56s\n45:\tlearn: 0.4871395\ttotal: 1.01s\tremaining: 5.56s\n46:\tlearn: 0.4866735\ttotal: 1.03s\tremaining: 5.55s\n47:\tlearn: 0.4864418\ttotal: 1.05s\tremaining: 5.53s\n48:\tlearn: 0.4862380\ttotal: 1.07s\tremaining: 5.5s\n49:\tlearn: 0.4860642\ttotal: 1.09s\tremaining: 5.48s\n50:\tlearn: 0.4858271\ttotal: 1.12s\tremaining: 5.46s\n51:\tlearn: 0.4856942\ttotal: 1.14s\tremaining: 5.45s\n52:\tlearn: 0.4855363\ttotal: 1.16s\tremaining: 5.42s\n53:\tlearn: 0.4852335\ttotal: 1.19s\tremaining: 5.4s\n54:\tlearn: 0.4847281\ttotal: 1.21s\tremaining: 5.39s\n55:\tlearn: 0.4845988\ttotal: 1.23s\tremaining: 5.36s\n56:\tlearn: 0.4843957\ttotal: 1.25s\tremaining: 5.32s\n57:\tlearn: 0.4842454\ttotal: 1.27s\tremaining: 5.28s\n58:\tlearn: 0.4841472\ttotal: 1.29s\tremaining: 5.25s\n59:\tlearn: 0.4838389\ttotal: 1.31s\tremaining: 5.25s\n60:\tlearn: 0.4836249\ttotal: 1.33s\tremaining: 5.23s\n61:\tlearn: 0.4834466\ttotal: 1.35s\tremaining: 5.2s\n62:\tlearn: 0.4832703\ttotal: 1.39s\tremaining: 5.24s\n63:\tlearn: 0.4831415\ttotal: 1.42s\tremaining: 5.25s\n64:\tlearn: 0.4828238\ttotal: 1.45s\tremaining: 5.24s\n65:\tlearn: 0.4825742\ttotal: 1.47s\tremaining: 5.22s\n66:\tlearn: 0.4822114\ttotal: 1.5s\tremaining: 5.21s\n67:\tlearn: 0.4818370\ttotal: 1.52s\tremaining: 5.21s\n68:\tlearn: 0.4817440\ttotal: 1.55s\tremaining: 5.2s\n69:\tlearn: 0.4815673\ttotal: 1.58s\tremaining: 5.18s\n70:\tlearn: 0.4814521\ttotal: 1.6s\tremaining: 5.17s\n71:\tlearn: 0.4813360\ttotal: 1.63s\tremaining: 5.15s\n72:\tlearn: 0.4811580\ttotal: 1.65s\tremaining: 5.14s\n73:\tlearn: 0.4810277\ttotal: 1.68s\tremaining: 5.13s\n74:\tlearn: 0.4808753\ttotal: 1.7s\tremaining: 5.11s\n75:\tlearn: 0.4805541\ttotal: 1.73s\tremaining: 5.11s\n76:\tlearn: 0.4802151\ttotal: 1.76s\tremaining: 5.1s\n77:\tlearn: 0.4799138\ttotal: 1.79s\tremaining: 5.09s\n78:\tlearn: 0.4796562\ttotal: 1.81s\tremaining: 5.07s\n79:\tlearn: 0.4793534\ttotal: 1.84s\tremaining: 5.07s\n80:\tlearn: 0.4792281\ttotal: 1.86s\tremaining: 5.03s\n81:\tlearn: 0.4789920\ttotal: 1.88s\tremaining: 5s\n82:\tlearn: 0.4787703\ttotal: 1.9s\tremaining: 4.97s\n83:\tlearn: 0.4786659\ttotal: 1.92s\tremaining: 4.95s\n84:\tlearn: 0.4783830\ttotal: 1.94s\tremaining: 4.92s\n85:\tlearn: 0.4782889\ttotal: 1.96s\tremaining: 4.89s\n86:\tlearn: 0.4781513\ttotal: 1.99s\tremaining: 4.87s\n87:\tlearn: 0.4780500\ttotal: 2.01s\tremaining: 4.84s\n88:\tlearn: 0.4779472\ttotal: 2.03s\tremaining: 4.82s\n89:\tlearn: 0.4777827\ttotal: 2.06s\tremaining: 4.79s\n90:\tlearn: 0.4776424\ttotal: 2.07s\tremaining: 4.76s\n91:\tlearn: 0.4774630\ttotal: 2.1s\tremaining: 4.74s\n92:\tlearn: 0.4773624\ttotal: 2.12s\tremaining: 4.71s\n93:\tlearn: 0.4772612\ttotal: 2.14s\tremaining: 4.69s\n94:\tlearn: 0.4769543\ttotal: 2.16s\tremaining: 4.67s\n95:\tlearn: 0.4767810\ttotal: 2.19s\tremaining: 4.65s\n96:\tlearn: 0.4766969\ttotal: 2.21s\tremaining: 4.64s\n97:\tlearn: 0.4764826\ttotal: 2.24s\tremaining: 4.62s\n98:\tlearn: 0.4763832\ttotal: 2.27s\tremaining: 4.61s\n99:\tlearn: 0.4762941\ttotal: 2.29s\tremaining: 4.58s\n100:\tlearn: 0.4761337\ttotal: 2.31s\tremaining: 4.55s\n101:\tlearn: 0.4759809\ttotal: 2.33s\tremaining: 4.52s\n102:\tlearn: 0.4756540\ttotal: 2.35s\tremaining: 4.5s\n103:\tlearn: 0.4755774\ttotal: 2.37s\tremaining: 4.47s\n104:\tlearn: 0.4754820\ttotal: 2.39s\tremaining: 4.44s\n105:\tlearn: 0.4754015\ttotal: 2.41s\tremaining: 4.42s\n106:\tlearn: 0.4751673\ttotal: 2.44s\tremaining: 4.4s\n107:\tlearn: 0.4750907\ttotal: 2.46s\tremaining: 4.38s\n108:\tlearn: 0.4749738\ttotal: 2.49s\tremaining: 4.36s\n109:\tlearn: 0.4747604\ttotal: 2.53s\tremaining: 4.37s\n110:\tlearn: 0.4745485\ttotal: 2.56s\tremaining: 4.35s\n111:\tlearn: 0.4744384\ttotal: 2.58s\tremaining: 4.33s\n112:\tlearn: 0.4743715\ttotal: 2.6s\tremaining: 4.31s\n113:\tlearn: 0.4742168\ttotal: 2.63s\tremaining: 4.29s\n114:\tlearn: 0.4741460\ttotal: 2.65s\tremaining: 4.26s\n115:\tlearn: 0.4739831\ttotal: 2.67s\tremaining: 4.24s\n116:\tlearn: 0.4739257\ttotal: 2.69s\tremaining: 4.21s\n117:\tlearn: 0.4737428\ttotal: 2.72s\tremaining: 4.19s\n118:\tlearn: 0.4736216\ttotal: 2.74s\tremaining: 4.17s\n119:\tlearn: 0.4735537\ttotal: 2.76s\tremaining: 4.14s\n120:\tlearn: 0.4733554\ttotal: 2.78s\tremaining: 4.12s\n121:\tlearn: 0.4732801\ttotal: 2.81s\tremaining: 4.09s\n122:\tlearn: 0.4731874\ttotal: 2.83s\tremaining: 4.07s\n123:\tlearn: 0.4730282\ttotal: 2.85s\tremaining: 4.05s\n124:\tlearn: 0.4729422\ttotal: 2.87s\tremaining: 4.02s\n125:\tlearn: 0.4727183\ttotal: 2.89s\tremaining: 4s\n126:\tlearn: 0.4725533\ttotal: 2.92s\tremaining: 3.98s\n127:\tlearn: 0.4724393\ttotal: 2.94s\tremaining: 3.95s\n128:\tlearn: 0.4723480\ttotal: 2.96s\tremaining: 3.92s\n129:\tlearn: 0.4722929\ttotal: 2.98s\tremaining: 3.9s\n130:\tlearn: 0.4721736\ttotal: 3s\tremaining: 3.87s\n131:\tlearn: 0.4721293\ttotal: 3.02s\tremaining: 3.85s\n132:\tlearn: 0.4719574\ttotal: 3.05s\tremaining: 3.83s\n133:\tlearn: 0.4717548\ttotal: 3.08s\tremaining: 3.82s\n134:\tlearn: 0.4716313\ttotal: 3.1s\tremaining: 3.79s\n135:\tlearn: 0.4715484\ttotal: 3.13s\tremaining: 3.77s\n136:\tlearn: 0.4714624\ttotal: 3.15s\tremaining: 3.75s\n137:\tlearn: 0.4712900\ttotal: 3.17s\tremaining: 3.72s\n138:\tlearn: 0.4712405\ttotal: 3.19s\tremaining: 3.69s\n139:\tlearn: 0.4711397\ttotal: 3.21s\tremaining: 3.67s\n140:\tlearn: 0.4710251\ttotal: 3.23s\tremaining: 3.64s\n141:\tlearn: 0.4709052\ttotal: 3.25s\tremaining: 3.62s\n142:\tlearn: 0.4708334\ttotal: 3.28s\tremaining: 3.6s\n143:\tlearn: 0.4707249\ttotal: 3.3s\tremaining: 3.57s\n144:\tlearn: 0.4706769\ttotal: 3.31s\tremaining: 3.54s\n145:\tlearn: 0.4706269\ttotal: 3.34s\tremaining: 3.52s\n146:\tlearn: 0.4705786\ttotal: 3.35s\tremaining: 3.49s\n147:\tlearn: 0.4705185\ttotal: 3.38s\tremaining: 3.47s\n148:\tlearn: 0.4704423\ttotal: 3.4s\tremaining: 3.44s\n149:\tlearn: 0.4703141\ttotal: 3.42s\tremaining: 3.42s\n150:\tlearn: 0.4701826\ttotal: 3.44s\tremaining: 3.4s\n151:\tlearn: 0.4701134\ttotal: 3.47s\tremaining: 3.38s\n152:\tlearn: 0.4699843\ttotal: 3.51s\tremaining: 3.37s\n153:\tlearn: 0.4699101\ttotal: 3.53s\tremaining: 3.35s\n154:\tlearn: 0.4698400\ttotal: 3.55s\tremaining: 3.32s\n155:\tlearn: 0.4697400\ttotal: 3.57s\tremaining: 3.29s\n156:\tlearn: 0.4696584\ttotal: 3.59s\tremaining: 3.27s\n157:\tlearn: 0.4695030\ttotal: 3.61s\tremaining: 3.24s\n158:\tlearn: 0.4694546\ttotal: 3.63s\tremaining: 3.22s\n159:\tlearn: 0.4693546\ttotal: 3.65s\tremaining: 3.2s\n160:\tlearn: 0.4692294\ttotal: 3.68s\tremaining: 3.17s\n161:\tlearn: 0.4691858\ttotal: 3.7s\tremaining: 3.15s\n162:\tlearn: 0.4691009\ttotal: 3.71s\tremaining: 3.12s\n163:\tlearn: 0.4690247\ttotal: 3.73s\tremaining: 3.1s\n164:\tlearn: 0.4688948\ttotal: 3.76s\tremaining: 3.07s\n165:\tlearn: 0.4688509\ttotal: 3.78s\tremaining: 3.05s\n166:\tlearn: 0.4687873\ttotal: 3.8s\tremaining: 3.03s\n167:\tlearn: 0.4687098\ttotal: 3.82s\tremaining: 3s\n168:\tlearn: 0.4686710\ttotal: 3.84s\tremaining: 2.98s\n169:\tlearn: 0.4686011\ttotal: 3.86s\tremaining: 2.95s\n170:\tlearn: 0.4685439\ttotal: 3.88s\tremaining: 2.93s\n171:\tlearn: 0.4685055\ttotal: 3.91s\tremaining: 2.91s\n172:\tlearn: 0.4684512\ttotal: 3.94s\tremaining: 2.89s\n173:\tlearn: 0.4684016\ttotal: 3.97s\tremaining: 2.87s\n174:\tlearn: 0.4682906\ttotal: 3.99s\tremaining: 2.85s\n175:\tlearn: 0.4682492\ttotal: 4.01s\tremaining: 2.83s\n176:\tlearn: 0.4681368\ttotal: 4.03s\tremaining: 2.8s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "177:\tlearn: 0.4680502\ttotal: 4.05s\tremaining: 2.78s\n178:\tlearn: 0.4679587\ttotal: 4.08s\tremaining: 2.76s\n179:\tlearn: 0.4678883\ttotal: 4.11s\tremaining: 2.74s\n180:\tlearn: 0.4678267\ttotal: 4.13s\tremaining: 2.71s\n181:\tlearn: 0.4677671\ttotal: 4.15s\tremaining: 2.69s\n182:\tlearn: 0.4677072\ttotal: 4.17s\tremaining: 2.67s\n183:\tlearn: 0.4676356\ttotal: 4.2s\tremaining: 2.65s\n184:\tlearn: 0.4675671\ttotal: 4.22s\tremaining: 2.63s\n185:\tlearn: 0.4674810\ttotal: 4.25s\tremaining: 2.6s\n186:\tlearn: 0.4674171\ttotal: 4.28s\tremaining: 2.58s\n187:\tlearn: 0.4673568\ttotal: 4.3s\tremaining: 2.56s\n188:\tlearn: 0.4672791\ttotal: 4.32s\tremaining: 2.54s\n189:\tlearn: 0.4672262\ttotal: 4.34s\tremaining: 2.51s\n190:\tlearn: 0.4671120\ttotal: 4.36s\tremaining: 2.49s\n191:\tlearn: 0.4670544\ttotal: 4.38s\tremaining: 2.46s\n192:\tlearn: 0.4669782\ttotal: 4.41s\tremaining: 2.45s\n193:\tlearn: 0.4668683\ttotal: 4.44s\tremaining: 2.43s\n194:\tlearn: 0.4667969\ttotal: 4.46s\tremaining: 2.4s\n195:\tlearn: 0.4667668\ttotal: 4.48s\tremaining: 2.38s\n196:\tlearn: 0.4667029\ttotal: 4.5s\tremaining: 2.35s\n197:\tlearn: 0.4666434\ttotal: 4.52s\tremaining: 2.33s\n198:\tlearn: 0.4665945\ttotal: 4.54s\tremaining: 2.31s\n199:\tlearn: 0.4665401\ttotal: 4.56s\tremaining: 2.28s\n200:\tlearn: 0.4664769\ttotal: 4.58s\tremaining: 2.25s\n201:\tlearn: 0.4664177\ttotal: 4.6s\tremaining: 2.23s\n202:\tlearn: 0.4663788\ttotal: 4.63s\tremaining: 2.21s\n203:\tlearn: 0.4663031\ttotal: 4.66s\tremaining: 2.19s\n204:\tlearn: 0.4662097\ttotal: 4.68s\tremaining: 2.17s\n205:\tlearn: 0.4661547\ttotal: 4.7s\tremaining: 2.15s\n206:\tlearn: 0.4660924\ttotal: 4.72s\tremaining: 2.12s\n207:\tlearn: 0.4660402\ttotal: 4.75s\tremaining: 2.1s\n208:\tlearn: 0.4660045\ttotal: 4.78s\tremaining: 2.08s\n209:\tlearn: 0.4659369\ttotal: 4.8s\tremaining: 2.06s\n210:\tlearn: 0.4658897\ttotal: 4.83s\tremaining: 2.04s\n211:\tlearn: 0.4658466\ttotal: 4.86s\tremaining: 2.02s\n212:\tlearn: 0.4657865\ttotal: 4.88s\tremaining: 1.99s\n213:\tlearn: 0.4657511\ttotal: 4.91s\tremaining: 1.97s\n214:\tlearn: 0.4657233\ttotal: 4.93s\tremaining: 1.95s\n215:\tlearn: 0.4656925\ttotal: 4.96s\tremaining: 1.93s\n216:\tlearn: 0.4655983\ttotal: 4.99s\tremaining: 1.91s\n217:\tlearn: 0.4655518\ttotal: 5.01s\tremaining: 1.89s\n218:\tlearn: 0.4655113\ttotal: 5.04s\tremaining: 1.86s\n219:\tlearn: 0.4654282\ttotal: 5.07s\tremaining: 1.84s\n220:\tlearn: 0.4653902\ttotal: 5.09s\tremaining: 1.82s\n221:\tlearn: 0.4652900\ttotal: 5.12s\tremaining: 1.8s\n222:\tlearn: 0.4652345\ttotal: 5.14s\tremaining: 1.77s\n223:\tlearn: 0.4651937\ttotal: 5.16s\tremaining: 1.75s\n224:\tlearn: 0.4651413\ttotal: 5.18s\tremaining: 1.73s\n225:\tlearn: 0.4650947\ttotal: 5.21s\tremaining: 1.7s\n226:\tlearn: 0.4650475\ttotal: 5.23s\tremaining: 1.68s\n227:\tlearn: 0.4650052\ttotal: 5.25s\tremaining: 1.66s\n228:\tlearn: 0.4649204\ttotal: 5.27s\tremaining: 1.63s\n229:\tlearn: 0.4648718\ttotal: 5.29s\tremaining: 1.61s\n230:\tlearn: 0.4647748\ttotal: 5.32s\tremaining: 1.59s\n231:\tlearn: 0.4647053\ttotal: 5.34s\tremaining: 1.56s\n232:\tlearn: 0.4646194\ttotal: 5.36s\tremaining: 1.54s\n233:\tlearn: 0.4645447\ttotal: 5.38s\tremaining: 1.52s\n234:\tlearn: 0.4644931\ttotal: 5.4s\tremaining: 1.49s\n235:\tlearn: 0.4643849\ttotal: 5.42s\tremaining: 1.47s\n236:\tlearn: 0.4643186\ttotal: 5.44s\tremaining: 1.45s\n237:\tlearn: 0.4642918\ttotal: 5.47s\tremaining: 1.42s\n238:\tlearn: 0.4641697\ttotal: 5.5s\tremaining: 1.4s\n239:\tlearn: 0.4641222\ttotal: 5.52s\tremaining: 1.38s\n240:\tlearn: 0.4640966\ttotal: 5.55s\tremaining: 1.36s\n241:\tlearn: 0.4640530\ttotal: 5.57s\tremaining: 1.33s\n242:\tlearn: 0.4639917\ttotal: 5.59s\tremaining: 1.31s\n243:\tlearn: 0.4639286\ttotal: 5.61s\tremaining: 1.29s\n244:\tlearn: 0.4638628\ttotal: 5.63s\tremaining: 1.26s\n245:\tlearn: 0.4638020\ttotal: 5.66s\tremaining: 1.24s\n246:\tlearn: 0.4637428\ttotal: 5.68s\tremaining: 1.22s\n247:\tlearn: 0.4637047\ttotal: 5.7s\tremaining: 1.2s\n248:\tlearn: 0.4636040\ttotal: 5.73s\tremaining: 1.17s\n249:\tlearn: 0.4635736\ttotal: 5.75s\tremaining: 1.15s\n250:\tlearn: 0.4635433\ttotal: 5.78s\tremaining: 1.13s\n251:\tlearn: 0.4635092\ttotal: 5.81s\tremaining: 1.11s\n252:\tlearn: 0.4634252\ttotal: 5.83s\tremaining: 1.08s\n253:\tlearn: 0.4633634\ttotal: 5.86s\tremaining: 1.06s\n254:\tlearn: 0.4632925\ttotal: 5.88s\tremaining: 1.04s\n255:\tlearn: 0.4632441\ttotal: 5.91s\tremaining: 1.02s\n256:\tlearn: 0.4631946\ttotal: 5.94s\tremaining: 994ms\n257:\tlearn: 0.4631294\ttotal: 5.97s\tremaining: 971ms\n258:\tlearn: 0.4630859\ttotal: 5.99s\tremaining: 948ms\n259:\tlearn: 0.4630073\ttotal: 6.01s\tremaining: 925ms\n260:\tlearn: 0.4629666\ttotal: 6.04s\tremaining: 902ms\n261:\tlearn: 0.4628922\ttotal: 6.07s\tremaining: 880ms\n262:\tlearn: 0.4628204\ttotal: 6.1s\tremaining: 858ms\n263:\tlearn: 0.4627859\ttotal: 6.13s\tremaining: 835ms\n264:\tlearn: 0.4627163\ttotal: 6.15s\tremaining: 813ms\n265:\tlearn: 0.4626673\ttotal: 6.17s\tremaining: 789ms\n266:\tlearn: 0.4626372\ttotal: 6.2s\tremaining: 766ms\n267:\tlearn: 0.4625943\ttotal: 6.22s\tremaining: 742ms\n268:\tlearn: 0.4625498\ttotal: 6.24s\tremaining: 719ms\n269:\tlearn: 0.4625316\ttotal: 6.26s\tremaining: 695ms\n270:\tlearn: 0.4624960\ttotal: 6.28s\tremaining: 672ms\n271:\tlearn: 0.4624649\ttotal: 6.3s\tremaining: 648ms\n272:\tlearn: 0.4623918\ttotal: 6.32s\tremaining: 625ms\n273:\tlearn: 0.4623516\ttotal: 6.33s\tremaining: 601ms\n274:\tlearn: 0.4623146\ttotal: 6.36s\tremaining: 578ms\n275:\tlearn: 0.4622652\ttotal: 6.38s\tremaining: 554ms\n276:\tlearn: 0.4622310\ttotal: 6.39s\tremaining: 531ms\n277:\tlearn: 0.4621925\ttotal: 6.41s\tremaining: 508ms\n278:\tlearn: 0.4621491\ttotal: 6.43s\tremaining: 484ms\n279:\tlearn: 0.4621202\ttotal: 6.46s\tremaining: 461ms\n280:\tlearn: 0.4620921\ttotal: 6.48s\tremaining: 438ms\n281:\tlearn: 0.4620332\ttotal: 6.5s\tremaining: 415ms\n282:\tlearn: 0.4619991\ttotal: 6.53s\tremaining: 392ms\n283:\tlearn: 0.4619394\ttotal: 6.55s\tremaining: 369ms\n284:\tlearn: 0.4618630\ttotal: 6.58s\tremaining: 346ms\n285:\tlearn: 0.4618060\ttotal: 6.6s\tremaining: 323ms\n286:\tlearn: 0.4617573\ttotal: 6.62s\tremaining: 300ms\n287:\tlearn: 0.4617214\ttotal: 6.64s\tremaining: 277ms\n288:\tlearn: 0.4616914\ttotal: 6.66s\tremaining: 254ms\n289:\tlearn: 0.4616380\ttotal: 6.68s\tremaining: 230ms\n290:\tlearn: 0.4615798\ttotal: 6.7s\tremaining: 207ms\n291:\tlearn: 0.4615436\ttotal: 6.72s\tremaining: 184ms\n292:\tlearn: 0.4614680\ttotal: 6.74s\tremaining: 161ms\n293:\tlearn: 0.4614035\ttotal: 6.76s\tremaining: 138ms\n294:\tlearn: 0.4613565\ttotal: 6.78s\tremaining: 115ms\n295:\tlearn: 0.4613134\ttotal: 6.81s\tremaining: 92ms\n296:\tlearn: 0.4612845\ttotal: 6.84s\tremaining: 69.1ms\n297:\tlearn: 0.4612538\ttotal: 6.88s\tremaining: 46.2ms\n298:\tlearn: 0.4612034\ttotal: 6.91s\tremaining: 23.1ms\n299:\tlearn: 0.4611694\ttotal: 6.94s\tremaining: 0us\n0:\tlearn: 0.6382497\ttotal: 22.5ms\tremaining: 6.74s\n1:\tlearn: 0.5992242\ttotal: 42.9ms\tremaining: 6.39s\n2:\tlearn: 0.5714580\ttotal: 66.4ms\tremaining: 6.58s\n3:\tlearn: 0.5522943\ttotal: 86.5ms\tremaining: 6.4s\n4:\tlearn: 0.5392150\ttotal: 108ms\tremaining: 6.37s\n5:\tlearn: 0.5285578\ttotal: 132ms\tremaining: 6.49s\n6:\tlearn: 0.5210487\ttotal: 158ms\tremaining: 6.61s\n7:\tlearn: 0.5157242\ttotal: 185ms\tremaining: 6.74s\n8:\tlearn: 0.5114504\ttotal: 214ms\tremaining: 6.92s\n9:\tlearn: 0.5087937\ttotal: 239ms\tremaining: 6.94s\n10:\tlearn: 0.5060695\ttotal: 262ms\tremaining: 6.87s\n11:\tlearn: 0.5044541\ttotal: 282ms\tremaining: 6.77s\n12:\tlearn: 0.5026176\ttotal: 305ms\tremaining: 6.73s\n13:\tlearn: 0.5015921\ttotal: 331ms\tremaining: 6.76s\n14:\tlearn: 0.5003572\ttotal: 357ms\tremaining: 6.78s\n15:\tlearn: 0.4993535\ttotal: 385ms\tremaining: 6.83s\n16:\tlearn: 0.4987098\ttotal: 417ms\tremaining: 6.93s\n17:\tlearn: 0.4979700\ttotal: 441ms\tremaining: 6.9s\n18:\tlearn: 0.4972135\ttotal: 463ms\tremaining: 6.85s\n19:\tlearn: 0.4965012\ttotal: 494ms\tremaining: 6.92s\n20:\tlearn: 0.4960738\ttotal: 517ms\tremaining: 6.87s\n21:\tlearn: 0.4957067\ttotal: 543ms\tremaining: 6.86s\n22:\tlearn: 0.4951678\ttotal: 564ms\tremaining: 6.8s\n23:\tlearn: 0.4946464\ttotal: 586ms\tremaining: 6.74s\n24:\tlearn: 0.4942329\ttotal: 609ms\tremaining: 6.7s\n25:\tlearn: 0.4939695\ttotal: 633ms\tremaining: 6.67s\n26:\tlearn: 0.4934654\ttotal: 656ms\tremaining: 6.63s\n27:\tlearn: 0.4931004\ttotal: 676ms\tremaining: 6.57s\n28:\tlearn: 0.4928362\ttotal: 696ms\tremaining: 6.51s\n29:\tlearn: 0.4926317\ttotal: 717ms\tremaining: 6.46s\n30:\tlearn: 0.4923181\ttotal: 740ms\tremaining: 6.42s\n31:\tlearn: 0.4916036\ttotal: 765ms\tremaining: 6.4s\n32:\tlearn: 0.4911619\ttotal: 786ms\tremaining: 6.36s\n33:\tlearn: 0.4908404\ttotal: 806ms\tremaining: 6.31s\n34:\tlearn: 0.4904757\ttotal: 827ms\tremaining: 6.26s\n35:\tlearn: 0.4901556\ttotal: 847ms\tremaining: 6.21s\n36:\tlearn: 0.4900025\ttotal: 865ms\tremaining: 6.15s\n37:\tlearn: 0.4898027\ttotal: 887ms\tremaining: 6.12s\n38:\tlearn: 0.4893982\ttotal: 917ms\tremaining: 6.13s\n39:\tlearn: 0.4892302\ttotal: 934ms\tremaining: 6.07s\n40:\tlearn: 0.4889434\ttotal: 956ms\tremaining: 6.04s\n41:\tlearn: 0.4887451\ttotal: 976ms\tremaining: 6s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "42:\tlearn: 0.4884435\ttotal: 995ms\tremaining: 5.94s\n43:\tlearn: 0.4878974\ttotal: 1.01s\tremaining: 5.91s\n44:\tlearn: 0.4875260\ttotal: 1.04s\tremaining: 5.88s\n45:\tlearn: 0.4870812\ttotal: 1.06s\tremaining: 5.87s\n46:\tlearn: 0.4869695\ttotal: 1.08s\tremaining: 5.82s\n47:\tlearn: 0.4867614\ttotal: 1.1s\tremaining: 5.77s\n48:\tlearn: 0.4865926\ttotal: 1.12s\tremaining: 5.73s\n49:\tlearn: 0.4863475\ttotal: 1.14s\tremaining: 5.7s\n50:\tlearn: 0.4861448\ttotal: 1.16s\tremaining: 5.67s\n51:\tlearn: 0.4858275\ttotal: 1.18s\tremaining: 5.64s\n52:\tlearn: 0.4856839\ttotal: 1.2s\tremaining: 5.59s\n53:\tlearn: 0.4855264\ttotal: 1.22s\tremaining: 5.57s\n54:\tlearn: 0.4852039\ttotal: 1.24s\tremaining: 5.54s\n55:\tlearn: 0.4849046\ttotal: 1.26s\tremaining: 5.5s\n56:\tlearn: 0.4847873\ttotal: 1.28s\tremaining: 5.46s\n57:\tlearn: 0.4842259\ttotal: 1.3s\tremaining: 5.43s\n58:\tlearn: 0.4840415\ttotal: 1.32s\tremaining: 5.4s\n59:\tlearn: 0.4839550\ttotal: 1.34s\tremaining: 5.38s\n60:\tlearn: 0.4836699\ttotal: 1.37s\tremaining: 5.36s\n61:\tlearn: 0.4832890\ttotal: 1.39s\tremaining: 5.34s\n62:\tlearn: 0.4831903\ttotal: 1.41s\tremaining: 5.32s\n63:\tlearn: 0.4830102\ttotal: 1.43s\tremaining: 5.28s\n64:\tlearn: 0.4827839\ttotal: 1.45s\tremaining: 5.25s\n65:\tlearn: 0.4826489\ttotal: 1.47s\tremaining: 5.22s\n66:\tlearn: 0.4824839\ttotal: 1.49s\tremaining: 5.19s\n67:\tlearn: 0.4822932\ttotal: 1.51s\tremaining: 5.16s\n68:\tlearn: 0.4819189\ttotal: 1.53s\tremaining: 5.13s\n69:\tlearn: 0.4816865\ttotal: 1.55s\tremaining: 5.1s\n70:\tlearn: 0.4815371\ttotal: 1.58s\tremaining: 5.08s\n71:\tlearn: 0.4814291\ttotal: 1.59s\tremaining: 5.05s\n72:\tlearn: 0.4812342\ttotal: 1.61s\tremaining: 5.02s\n73:\tlearn: 0.4810537\ttotal: 1.64s\tremaining: 5s\n74:\tlearn: 0.4808955\ttotal: 1.67s\tremaining: 5s\n75:\tlearn: 0.4805318\ttotal: 1.69s\tremaining: 4.98s\n76:\tlearn: 0.4803784\ttotal: 1.72s\tremaining: 4.97s\n77:\tlearn: 0.4801868\ttotal: 1.74s\tremaining: 4.96s\n78:\tlearn: 0.4801033\ttotal: 1.77s\tremaining: 4.94s\n79:\tlearn: 0.4799733\ttotal: 1.79s\tremaining: 4.93s\n80:\tlearn: 0.4798616\ttotal: 1.82s\tremaining: 4.91s\n81:\tlearn: 0.4797415\ttotal: 1.84s\tremaining: 4.91s\n82:\tlearn: 0.4796517\ttotal: 1.88s\tremaining: 4.91s\n83:\tlearn: 0.4794322\ttotal: 1.91s\tremaining: 4.9s\n84:\tlearn: 0.4791063\ttotal: 1.93s\tremaining: 4.89s\n85:\tlearn: 0.4790440\ttotal: 1.97s\tremaining: 4.89s\n86:\tlearn: 0.4788929\ttotal: 1.99s\tremaining: 4.87s\n87:\tlearn: 0.4786052\ttotal: 2.01s\tremaining: 4.85s\n88:\tlearn: 0.4784994\ttotal: 2.04s\tremaining: 4.83s\n89:\tlearn: 0.4783358\ttotal: 2.06s\tremaining: 4.81s\n90:\tlearn: 0.4780535\ttotal: 2.08s\tremaining: 4.78s\n91:\tlearn: 0.4778326\ttotal: 2.1s\tremaining: 4.76s\n92:\tlearn: 0.4776971\ttotal: 2.12s\tremaining: 4.72s\n93:\tlearn: 0.4776121\ttotal: 2.15s\tremaining: 4.7s\n94:\tlearn: 0.4773111\ttotal: 2.17s\tremaining: 4.68s\n95:\tlearn: 0.4770406\ttotal: 2.19s\tremaining: 4.65s\n96:\tlearn: 0.4768272\ttotal: 2.21s\tremaining: 4.62s\n97:\tlearn: 0.4767374\ttotal: 2.23s\tremaining: 4.6s\n98:\tlearn: 0.4766378\ttotal: 2.25s\tremaining: 4.57s\n99:\tlearn: 0.4765021\ttotal: 2.27s\tremaining: 4.55s\n100:\tlearn: 0.4763808\ttotal: 2.29s\tremaining: 4.52s\n101:\tlearn: 0.4762475\ttotal: 2.31s\tremaining: 4.49s\n102:\tlearn: 0.4761780\ttotal: 2.34s\tremaining: 4.47s\n103:\tlearn: 0.4760482\ttotal: 2.36s\tremaining: 4.44s\n104:\tlearn: 0.4759614\ttotal: 2.38s\tremaining: 4.41s\n105:\tlearn: 0.4757666\ttotal: 2.4s\tremaining: 4.39s\n106:\tlearn: 0.4756644\ttotal: 2.42s\tremaining: 4.36s\n107:\tlearn: 0.4756140\ttotal: 2.43s\tremaining: 4.33s\n108:\tlearn: 0.4754681\ttotal: 2.46s\tremaining: 4.3s\n109:\tlearn: 0.4753750\ttotal: 2.48s\tremaining: 4.28s\n110:\tlearn: 0.4752717\ttotal: 2.5s\tremaining: 4.26s\n111:\tlearn: 0.4751786\ttotal: 2.52s\tremaining: 4.23s\n112:\tlearn: 0.4749382\ttotal: 2.55s\tremaining: 4.22s\n113:\tlearn: 0.4748021\ttotal: 2.57s\tremaining: 4.2s\n114:\tlearn: 0.4747040\ttotal: 2.59s\tremaining: 4.17s\n115:\tlearn: 0.4744573\ttotal: 2.61s\tremaining: 4.14s\n116:\tlearn: 0.4742107\ttotal: 2.63s\tremaining: 4.12s\n117:\tlearn: 0.4741291\ttotal: 2.66s\tremaining: 4.1s\n118:\tlearn: 0.4740230\ttotal: 2.69s\tremaining: 4.09s\n119:\tlearn: 0.4739018\ttotal: 2.72s\tremaining: 4.07s\n120:\tlearn: 0.4737921\ttotal: 2.74s\tremaining: 4.05s\n121:\tlearn: 0.4736515\ttotal: 2.76s\tremaining: 4.03s\n122:\tlearn: 0.4736019\ttotal: 2.79s\tremaining: 4.01s\n123:\tlearn: 0.4734913\ttotal: 2.81s\tremaining: 4s\n124:\tlearn: 0.4733894\ttotal: 2.83s\tremaining: 3.97s\n125:\tlearn: 0.4732193\ttotal: 2.86s\tremaining: 3.95s\n126:\tlearn: 0.4730886\ttotal: 2.88s\tremaining: 3.93s\n127:\tlearn: 0.4729995\ttotal: 2.9s\tremaining: 3.9s\n128:\tlearn: 0.4729035\ttotal: 2.92s\tremaining: 3.88s\n129:\tlearn: 0.4728225\ttotal: 2.95s\tremaining: 3.85s\n130:\tlearn: 0.4726625\ttotal: 2.97s\tremaining: 3.83s\n131:\tlearn: 0.4725373\ttotal: 2.99s\tremaining: 3.8s\n132:\tlearn: 0.4724602\ttotal: 3.01s\tremaining: 3.77s\n133:\tlearn: 0.4723827\ttotal: 3.03s\tremaining: 3.75s\n134:\tlearn: 0.4722837\ttotal: 3.05s\tremaining: 3.73s\n135:\tlearn: 0.4722093\ttotal: 3.07s\tremaining: 3.7s\n136:\tlearn: 0.4721524\ttotal: 3.09s\tremaining: 3.68s\n137:\tlearn: 0.4720383\ttotal: 3.11s\tremaining: 3.65s\n138:\tlearn: 0.4719386\ttotal: 3.13s\tremaining: 3.63s\n139:\tlearn: 0.4717626\ttotal: 3.15s\tremaining: 3.6s\n140:\tlearn: 0.4716765\ttotal: 3.17s\tremaining: 3.58s\n141:\tlearn: 0.4715352\ttotal: 3.19s\tremaining: 3.55s\n142:\tlearn: 0.4713711\ttotal: 3.21s\tremaining: 3.52s\n143:\tlearn: 0.4713191\ttotal: 3.23s\tremaining: 3.5s\n144:\tlearn: 0.4712611\ttotal: 3.25s\tremaining: 3.47s\n145:\tlearn: 0.4711012\ttotal: 3.27s\tremaining: 3.45s\n146:\tlearn: 0.4710453\ttotal: 3.29s\tremaining: 3.42s\n147:\tlearn: 0.4709960\ttotal: 3.31s\tremaining: 3.4s\n148:\tlearn: 0.4708796\ttotal: 3.33s\tremaining: 3.37s\n149:\tlearn: 0.4707936\ttotal: 3.35s\tremaining: 3.35s\n150:\tlearn: 0.4707265\ttotal: 3.37s\tremaining: 3.33s\n151:\tlearn: 0.4706471\ttotal: 3.4s\tremaining: 3.31s\n152:\tlearn: 0.4706119\ttotal: 3.41s\tremaining: 3.28s\n153:\tlearn: 0.4705110\ttotal: 3.43s\tremaining: 3.25s\n154:\tlearn: 0.4704621\ttotal: 3.46s\tremaining: 3.23s\n155:\tlearn: 0.4704116\ttotal: 3.48s\tremaining: 3.21s\n156:\tlearn: 0.4703398\ttotal: 3.5s\tremaining: 3.19s\n157:\tlearn: 0.4702576\ttotal: 3.53s\tremaining: 3.17s\n158:\tlearn: 0.4701144\ttotal: 3.55s\tremaining: 3.15s\n159:\tlearn: 0.4700117\ttotal: 3.58s\tremaining: 3.13s\n160:\tlearn: 0.4698505\ttotal: 3.61s\tremaining: 3.11s\n161:\tlearn: 0.4697011\ttotal: 3.64s\tremaining: 3.1s\n162:\tlearn: 0.4695752\ttotal: 3.66s\tremaining: 3.08s\n163:\tlearn: 0.4695124\ttotal: 3.69s\tremaining: 3.06s\n164:\tlearn: 0.4694441\ttotal: 3.71s\tremaining: 3.04s\n165:\tlearn: 0.4693376\ttotal: 3.74s\tremaining: 3.02s\n166:\tlearn: 0.4692664\ttotal: 3.76s\tremaining: 3s\n167:\tlearn: 0.4691676\ttotal: 3.78s\tremaining: 2.97s\n168:\tlearn: 0.4690916\ttotal: 3.81s\tremaining: 2.95s\n169:\tlearn: 0.4690579\ttotal: 3.83s\tremaining: 2.92s\n170:\tlearn: 0.4689683\ttotal: 3.85s\tremaining: 2.9s\n171:\tlearn: 0.4688508\ttotal: 3.87s\tremaining: 2.88s\n172:\tlearn: 0.4687715\ttotal: 3.89s\tremaining: 2.85s\n173:\tlearn: 0.4687054\ttotal: 3.91s\tremaining: 2.83s\n174:\tlearn: 0.4686675\ttotal: 3.94s\tremaining: 2.81s\n175:\tlearn: 0.4685725\ttotal: 3.96s\tremaining: 2.79s\n176:\tlearn: 0.4685101\ttotal: 3.98s\tremaining: 2.77s\n177:\tlearn: 0.4684500\ttotal: 4s\tremaining: 2.74s\n178:\tlearn: 0.4683985\ttotal: 4.02s\tremaining: 2.72s\n179:\tlearn: 0.4682902\ttotal: 4.04s\tremaining: 2.69s\n180:\tlearn: 0.4682210\ttotal: 4.06s\tremaining: 2.67s\n181:\tlearn: 0.4681514\ttotal: 4.08s\tremaining: 2.65s\n182:\tlearn: 0.4680688\ttotal: 4.1s\tremaining: 2.62s\n183:\tlearn: 0.4679837\ttotal: 4.12s\tremaining: 2.6s\n184:\tlearn: 0.4678625\ttotal: 4.14s\tremaining: 2.57s\n185:\tlearn: 0.4678050\ttotal: 4.16s\tremaining: 2.55s\n186:\tlearn: 0.4677590\ttotal: 4.18s\tremaining: 2.52s\n187:\tlearn: 0.4676508\ttotal: 4.2s\tremaining: 2.5s\n188:\tlearn: 0.4675732\ttotal: 4.22s\tremaining: 2.48s\n189:\tlearn: 0.4674539\ttotal: 4.24s\tremaining: 2.45s\n190:\tlearn: 0.4674021\ttotal: 4.25s\tremaining: 2.43s\n191:\tlearn: 0.4673485\ttotal: 4.27s\tremaining: 2.4s\n192:\tlearn: 0.4672990\ttotal: 4.29s\tremaining: 2.38s\n193:\tlearn: 0.4671895\ttotal: 4.31s\tremaining: 2.36s\n194:\tlearn: 0.4670757\ttotal: 4.33s\tremaining: 2.33s\n195:\tlearn: 0.4669975\ttotal: 4.35s\tremaining: 2.31s\n196:\tlearn: 0.4669180\ttotal: 4.37s\tremaining: 2.29s\n197:\tlearn: 0.4668674\ttotal: 4.39s\tremaining: 2.26s\n198:\tlearn: 0.4667799\ttotal: 4.41s\tremaining: 2.24s\n199:\tlearn: 0.4667204\ttotal: 4.43s\tremaining: 2.21s\n200:\tlearn: 0.4666424\ttotal: 4.45s\tremaining: 2.19s\n201:\tlearn: 0.4666081\ttotal: 4.47s\tremaining: 2.17s\n202:\tlearn: 0.4665254\ttotal: 4.49s\tremaining: 2.14s\n203:\tlearn: 0.4664800\ttotal: 4.51s\tremaining: 2.12s\n204:\tlearn: 0.4664016\ttotal: 4.54s\tremaining: 2.1s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "205:\tlearn: 0.4663655\ttotal: 4.57s\tremaining: 2.08s\n206:\tlearn: 0.4663148\ttotal: 4.59s\tremaining: 2.06s\n207:\tlearn: 0.4662517\ttotal: 4.61s\tremaining: 2.04s\n208:\tlearn: 0.4661755\ttotal: 4.63s\tremaining: 2.02s\n209:\tlearn: 0.4660646\ttotal: 4.66s\tremaining: 2s\n210:\tlearn: 0.4659982\ttotal: 4.68s\tremaining: 1.98s\n211:\tlearn: 0.4659530\ttotal: 4.71s\tremaining: 1.95s\n212:\tlearn: 0.4659145\ttotal: 4.73s\tremaining: 1.93s\n213:\tlearn: 0.4658711\ttotal: 4.75s\tremaining: 1.91s\n214:\tlearn: 0.4658243\ttotal: 4.77s\tremaining: 1.89s\n215:\tlearn: 0.4657827\ttotal: 4.79s\tremaining: 1.86s\n216:\tlearn: 0.4657140\ttotal: 4.82s\tremaining: 1.84s\n217:\tlearn: 0.4656753\ttotal: 4.84s\tremaining: 1.82s\n218:\tlearn: 0.4655966\ttotal: 4.86s\tremaining: 1.8s\n219:\tlearn: 0.4655158\ttotal: 4.88s\tremaining: 1.77s\n220:\tlearn: 0.4654665\ttotal: 4.9s\tremaining: 1.75s\n221:\tlearn: 0.4653869\ttotal: 4.92s\tremaining: 1.73s\n222:\tlearn: 0.4653236\ttotal: 4.94s\tremaining: 1.71s\n223:\tlearn: 0.4652667\ttotal: 4.96s\tremaining: 1.68s\n224:\tlearn: 0.4652019\ttotal: 4.98s\tremaining: 1.66s\n225:\tlearn: 0.4651673\ttotal: 5s\tremaining: 1.64s\n226:\tlearn: 0.4650826\ttotal: 5.03s\tremaining: 1.62s\n227:\tlearn: 0.4650345\ttotal: 5.05s\tremaining: 1.59s\n228:\tlearn: 0.4649678\ttotal: 5.07s\tremaining: 1.57s\n229:\tlearn: 0.4649265\ttotal: 5.09s\tremaining: 1.55s\n230:\tlearn: 0.4648556\ttotal: 5.11s\tremaining: 1.53s\n231:\tlearn: 0.4648218\ttotal: 5.13s\tremaining: 1.5s\n232:\tlearn: 0.4647323\ttotal: 5.15s\tremaining: 1.48s\n233:\tlearn: 0.4646801\ttotal: 5.17s\tremaining: 1.46s\n234:\tlearn: 0.4645801\ttotal: 5.19s\tremaining: 1.44s\n235:\tlearn: 0.4645295\ttotal: 5.21s\tremaining: 1.41s\n236:\tlearn: 0.4644939\ttotal: 5.23s\tremaining: 1.39s\n237:\tlearn: 0.4644396\ttotal: 5.26s\tremaining: 1.37s\n238:\tlearn: 0.4643771\ttotal: 5.28s\tremaining: 1.35s\n239:\tlearn: 0.4642826\ttotal: 5.31s\tremaining: 1.33s\n240:\tlearn: 0.4642499\ttotal: 5.34s\tremaining: 1.31s\n241:\tlearn: 0.4641709\ttotal: 5.36s\tremaining: 1.28s\n242:\tlearn: 0.4641026\ttotal: 5.39s\tremaining: 1.26s\n243:\tlearn: 0.4640707\ttotal: 5.41s\tremaining: 1.24s\n244:\tlearn: 0.4640326\ttotal: 5.43s\tremaining: 1.22s\n245:\tlearn: 0.4639759\ttotal: 5.46s\tremaining: 1.2s\n246:\tlearn: 0.4639052\ttotal: 5.48s\tremaining: 1.18s\n247:\tlearn: 0.4638142\ttotal: 5.51s\tremaining: 1.15s\n248:\tlearn: 0.4637569\ttotal: 5.53s\tremaining: 1.13s\n249:\tlearn: 0.4637005\ttotal: 5.55s\tremaining: 1.11s\n250:\tlearn: 0.4636673\ttotal: 5.58s\tremaining: 1.09s\n251:\tlearn: 0.4636300\ttotal: 5.6s\tremaining: 1.07s\n252:\tlearn: 0.4635883\ttotal: 5.62s\tremaining: 1.04s\n253:\tlearn: 0.4635619\ttotal: 5.65s\tremaining: 1.02s\n254:\tlearn: 0.4634783\ttotal: 5.67s\tremaining: 1s\n255:\tlearn: 0.4634263\ttotal: 5.69s\tremaining: 978ms\n256:\tlearn: 0.4633543\ttotal: 5.71s\tremaining: 956ms\n257:\tlearn: 0.4633207\ttotal: 5.73s\tremaining: 933ms\n258:\tlearn: 0.4632629\ttotal: 5.76s\tremaining: 912ms\n259:\tlearn: 0.4632222\ttotal: 5.78s\tremaining: 890ms\n260:\tlearn: 0.4631804\ttotal: 5.8s\tremaining: 867ms\n261:\tlearn: 0.4631376\ttotal: 5.83s\tremaining: 846ms\n262:\tlearn: 0.4631077\ttotal: 5.85s\tremaining: 823ms\n263:\tlearn: 0.4630710\ttotal: 5.88s\tremaining: 801ms\n264:\tlearn: 0.4630134\ttotal: 5.89s\tremaining: 779ms\n265:\tlearn: 0.4629447\ttotal: 5.92s\tremaining: 756ms\n266:\tlearn: 0.4629079\ttotal: 5.94s\tremaining: 734ms\n267:\tlearn: 0.4628539\ttotal: 5.96s\tremaining: 712ms\n268:\tlearn: 0.4628156\ttotal: 5.98s\tremaining: 689ms\n269:\tlearn: 0.4627860\ttotal: 6s\tremaining: 667ms\n270:\tlearn: 0.4627326\ttotal: 6.03s\tremaining: 645ms\n271:\tlearn: 0.4626527\ttotal: 6.05s\tremaining: 623ms\n272:\tlearn: 0.4626025\ttotal: 6.08s\tremaining: 601ms\n273:\tlearn: 0.4625737\ttotal: 6.11s\tremaining: 579ms\n274:\tlearn: 0.4625427\ttotal: 6.13s\tremaining: 557ms\n275:\tlearn: 0.4624904\ttotal: 6.15s\tremaining: 535ms\n276:\tlearn: 0.4624380\ttotal: 6.17s\tremaining: 512ms\n277:\tlearn: 0.4624102\ttotal: 6.19s\tremaining: 490ms\n278:\tlearn: 0.4623265\ttotal: 6.21s\tremaining: 468ms\n279:\tlearn: 0.4622549\ttotal: 6.23s\tremaining: 445ms\n280:\tlearn: 0.4622290\ttotal: 6.25s\tremaining: 423ms\n281:\tlearn: 0.4621974\ttotal: 6.27s\tremaining: 401ms\n282:\tlearn: 0.4621677\ttotal: 6.3s\tremaining: 378ms\n283:\tlearn: 0.4621051\ttotal: 6.33s\tremaining: 356ms\n284:\tlearn: 0.4620735\ttotal: 6.35s\tremaining: 334ms\n285:\tlearn: 0.4620276\ttotal: 6.38s\tremaining: 312ms\n286:\tlearn: 0.4619550\ttotal: 6.4s\tremaining: 290ms\n287:\tlearn: 0.4618926\ttotal: 6.42s\tremaining: 267ms\n288:\tlearn: 0.4618621\ttotal: 6.44s\tremaining: 245ms\n289:\tlearn: 0.4618125\ttotal: 6.46s\tremaining: 223ms\n290:\tlearn: 0.4617725\ttotal: 6.48s\tremaining: 200ms\n291:\tlearn: 0.4617261\ttotal: 6.5s\tremaining: 178ms\n292:\tlearn: 0.4616712\ttotal: 6.53s\tremaining: 156ms\n293:\tlearn: 0.4616351\ttotal: 6.55s\tremaining: 134ms\n294:\tlearn: 0.4615954\ttotal: 6.57s\tremaining: 111ms\n295:\tlearn: 0.4615650\ttotal: 6.59s\tremaining: 89.1ms\n296:\tlearn: 0.4615357\ttotal: 6.62s\tremaining: 66.8ms\n297:\tlearn: 0.4614838\ttotal: 6.64s\tremaining: 44.6ms\n298:\tlearn: 0.4614449\ttotal: 6.66s\tremaining: 22.3ms\n299:\tlearn: 0.4614257\ttotal: 6.68s\tremaining: 0us\n0:\tlearn: 0.6813047\ttotal: 26.2ms\tremaining: 7.84s\n1:\tlearn: 0.6701049\ttotal: 45.8ms\tremaining: 6.82s\n2:\tlearn: 0.6595405\ttotal: 66.7ms\tremaining: 6.61s\n3:\tlearn: 0.6499184\ttotal: 87.1ms\tremaining: 6.44s\n4:\tlearn: 0.6406227\ttotal: 109ms\tremaining: 6.44s\n5:\tlearn: 0.6320937\ttotal: 128ms\tremaining: 6.27s\n6:\tlearn: 0.6241324\ttotal: 149ms\tremaining: 6.22s\n7:\tlearn: 0.6166983\ttotal: 170ms\tremaining: 6.2s\n8:\tlearn: 0.6095799\ttotal: 192ms\tremaining: 6.21s\n9:\tlearn: 0.6027573\ttotal: 220ms\tremaining: 6.39s\n10:\tlearn: 0.5966388\ttotal: 243ms\tremaining: 6.39s\n11:\tlearn: 0.5909312\ttotal: 268ms\tremaining: 6.42s\n12:\tlearn: 0.5856102\ttotal: 291ms\tremaining: 6.41s\n13:\tlearn: 0.5803276\ttotal: 312ms\tremaining: 6.38s\n14:\tlearn: 0.5755824\ttotal: 334ms\tremaining: 6.35s\n15:\tlearn: 0.5712530\ttotal: 357ms\tremaining: 6.33s\n16:\tlearn: 0.5669796\ttotal: 376ms\tremaining: 6.27s\n17:\tlearn: 0.5630746\ttotal: 397ms\tremaining: 6.21s\n18:\tlearn: 0.5595127\ttotal: 417ms\tremaining: 6.17s\n19:\tlearn: 0.5561362\ttotal: 437ms\tremaining: 6.12s\n20:\tlearn: 0.5529381\ttotal: 459ms\tremaining: 6.09s\n21:\tlearn: 0.5498584\ttotal: 481ms\tremaining: 6.08s\n22:\tlearn: 0.5469259\ttotal: 503ms\tremaining: 6.06s\n23:\tlearn: 0.5443816\ttotal: 523ms\tremaining: 6.01s\n24:\tlearn: 0.5419453\ttotal: 546ms\tremaining: 6s\n25:\tlearn: 0.5394955\ttotal: 565ms\tremaining: 5.95s\n26:\tlearn: 0.5373252\ttotal: 589ms\tremaining: 5.96s\n27:\tlearn: 0.5352895\ttotal: 610ms\tremaining: 5.93s\n28:\tlearn: 0.5333224\ttotal: 643ms\tremaining: 6.01s\n29:\tlearn: 0.5315330\ttotal: 665ms\tremaining: 5.98s\n30:\tlearn: 0.5296635\ttotal: 690ms\tremaining: 5.99s\n31:\tlearn: 0.5279097\ttotal: 710ms\tremaining: 5.95s\n32:\tlearn: 0.5264339\ttotal: 732ms\tremaining: 5.92s\n33:\tlearn: 0.5250005\ttotal: 753ms\tremaining: 5.89s\n34:\tlearn: 0.5235486\ttotal: 778ms\tremaining: 5.89s\n35:\tlearn: 0.5222982\ttotal: 807ms\tremaining: 5.92s\n36:\tlearn: 0.5210258\ttotal: 831ms\tremaining: 5.91s\n37:\tlearn: 0.5199152\ttotal: 853ms\tremaining: 5.88s\n38:\tlearn: 0.5187692\ttotal: 873ms\tremaining: 5.84s\n39:\tlearn: 0.5176980\ttotal: 896ms\tremaining: 5.82s\n40:\tlearn: 0.5166960\ttotal: 917ms\tremaining: 5.79s\n41:\tlearn: 0.5158383\ttotal: 937ms\tremaining: 5.75s\n42:\tlearn: 0.5150288\ttotal: 954ms\tremaining: 5.7s\n43:\tlearn: 0.5142660\ttotal: 973ms\tremaining: 5.66s\n44:\tlearn: 0.5134079\ttotal: 992ms\tremaining: 5.62s\n45:\tlearn: 0.5126337\ttotal: 1.01s\tremaining: 5.58s\n46:\tlearn: 0.5118627\ttotal: 1.03s\tremaining: 5.57s\n47:\tlearn: 0.5111614\ttotal: 1.06s\tremaining: 5.55s\n48:\tlearn: 0.5104248\ttotal: 1.08s\tremaining: 5.51s\n49:\tlearn: 0.5097551\ttotal: 1.1s\tremaining: 5.49s\n50:\tlearn: 0.5092308\ttotal: 1.12s\tremaining: 5.45s\n51:\tlearn: 0.5086214\ttotal: 1.14s\tremaining: 5.41s\n52:\tlearn: 0.5080171\ttotal: 1.15s\tremaining: 5.38s\n53:\tlearn: 0.5075387\ttotal: 1.18s\tremaining: 5.36s\n54:\tlearn: 0.5071157\ttotal: 1.2s\tremaining: 5.34s\n55:\tlearn: 0.5065459\ttotal: 1.22s\tremaining: 5.3s\n56:\tlearn: 0.5061511\ttotal: 1.24s\tremaining: 5.28s\n57:\tlearn: 0.5056824\ttotal: 1.26s\tremaining: 5.28s\n58:\tlearn: 0.5052854\ttotal: 1.28s\tremaining: 5.25s\n59:\tlearn: 0.5049433\ttotal: 1.3s\tremaining: 5.22s\n60:\tlearn: 0.5045881\ttotal: 1.33s\tremaining: 5.2s\n61:\tlearn: 0.5041729\ttotal: 1.35s\tremaining: 5.18s\n62:\tlearn: 0.5037716\ttotal: 1.37s\tremaining: 5.16s\n63:\tlearn: 0.5034510\ttotal: 1.39s\tremaining: 5.14s\n64:\tlearn: 0.5031437\ttotal: 1.41s\tremaining: 5.11s\n65:\tlearn: 0.5027412\ttotal: 1.44s\tremaining: 5.09s\n66:\tlearn: 0.5024860\ttotal: 1.46s\tremaining: 5.08s\n67:\tlearn: 0.5022162\ttotal: 1.48s\tremaining: 5.06s\n68:\tlearn: 0.5019369\ttotal: 1.51s\tremaining: 5.07s\n69:\tlearn: 0.5017070\ttotal: 1.53s\tremaining: 5.04s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "70:\tlearn: 0.5014438\ttotal: 1.55s\tremaining: 5.01s\n71:\tlearn: 0.5011986\ttotal: 1.57s\tremaining: 4.99s\n72:\tlearn: 0.5009970\ttotal: 1.59s\tremaining: 4.96s\n73:\tlearn: 0.5007444\ttotal: 1.62s\tremaining: 4.94s\n74:\tlearn: 0.5005474\ttotal: 1.64s\tremaining: 4.92s\n75:\tlearn: 0.5003212\ttotal: 1.66s\tremaining: 4.89s\n76:\tlearn: 0.5001505\ttotal: 1.68s\tremaining: 4.87s\n77:\tlearn: 0.4999356\ttotal: 1.7s\tremaining: 4.85s\n78:\tlearn: 0.4997902\ttotal: 1.73s\tremaining: 4.85s\n79:\tlearn: 0.4995790\ttotal: 1.76s\tremaining: 4.85s\n80:\tlearn: 0.4993159\ttotal: 1.79s\tremaining: 4.83s\n81:\tlearn: 0.4991146\ttotal: 1.82s\tremaining: 4.84s\n82:\tlearn: 0.4989566\ttotal: 1.84s\tremaining: 4.82s\n83:\tlearn: 0.4987810\ttotal: 1.86s\tremaining: 4.79s\n84:\tlearn: 0.4986451\ttotal: 1.88s\tremaining: 4.76s\n85:\tlearn: 0.4984921\ttotal: 1.91s\tremaining: 4.74s\n86:\tlearn: 0.4982950\ttotal: 1.93s\tremaining: 4.72s\n87:\tlearn: 0.4981458\ttotal: 1.95s\tremaining: 4.69s\n88:\tlearn: 0.4979458\ttotal: 1.97s\tremaining: 4.67s\n89:\tlearn: 0.4977880\ttotal: 2s\tremaining: 4.66s\n90:\tlearn: 0.4975905\ttotal: 2.02s\tremaining: 4.64s\n91:\tlearn: 0.4974291\ttotal: 2.05s\tremaining: 4.63s\n92:\tlearn: 0.4972802\ttotal: 2.07s\tremaining: 4.61s\n93:\tlearn: 0.4971683\ttotal: 2.09s\tremaining: 4.59s\n94:\tlearn: 0.4970536\ttotal: 2.11s\tremaining: 4.56s\n95:\tlearn: 0.4969400\ttotal: 2.13s\tremaining: 4.54s\n96:\tlearn: 0.4967682\ttotal: 2.16s\tremaining: 4.51s\n97:\tlearn: 0.4966553\ttotal: 2.17s\tremaining: 4.48s\n98:\tlearn: 0.4965261\ttotal: 2.19s\tremaining: 4.46s\n99:\tlearn: 0.4963852\ttotal: 2.22s\tremaining: 4.44s\n100:\tlearn: 0.4962320\ttotal: 2.24s\tremaining: 4.42s\n101:\tlearn: 0.4961383\ttotal: 2.27s\tremaining: 4.4s\n102:\tlearn: 0.4959666\ttotal: 2.29s\tremaining: 4.38s\n103:\tlearn: 0.4958707\ttotal: 2.31s\tremaining: 4.36s\n104:\tlearn: 0.4957443\ttotal: 2.34s\tremaining: 4.35s\n105:\tlearn: 0.4956119\ttotal: 2.37s\tremaining: 4.33s\n106:\tlearn: 0.4955326\ttotal: 2.4s\tremaining: 4.32s\n107:\tlearn: 0.4953990\ttotal: 2.42s\tremaining: 4.3s\n108:\tlearn: 0.4952622\ttotal: 2.44s\tremaining: 4.28s\n109:\tlearn: 0.4951747\ttotal: 2.47s\tremaining: 4.26s\n110:\tlearn: 0.4950164\ttotal: 2.49s\tremaining: 4.24s\n111:\tlearn: 0.4949551\ttotal: 2.52s\tremaining: 4.24s\n112:\tlearn: 0.4948563\ttotal: 2.55s\tremaining: 4.22s\n113:\tlearn: 0.4947799\ttotal: 2.57s\tremaining: 4.2s\n114:\tlearn: 0.4946319\ttotal: 2.6s\tremaining: 4.18s\n115:\tlearn: 0.4945061\ttotal: 2.62s\tremaining: 4.15s\n116:\tlearn: 0.4943798\ttotal: 2.64s\tremaining: 4.13s\n117:\tlearn: 0.4942426\ttotal: 2.67s\tremaining: 4.11s\n118:\tlearn: 0.4941677\ttotal: 2.68s\tremaining: 4.08s\n119:\tlearn: 0.4940678\ttotal: 2.71s\tremaining: 4.06s\n120:\tlearn: 0.4939384\ttotal: 2.73s\tremaining: 4.04s\n121:\tlearn: 0.4938560\ttotal: 2.75s\tremaining: 4.02s\n122:\tlearn: 0.4937320\ttotal: 2.78s\tremaining: 4s\n123:\tlearn: 0.4936508\ttotal: 2.81s\tremaining: 3.99s\n124:\tlearn: 0.4935008\ttotal: 2.84s\tremaining: 3.98s\n125:\tlearn: 0.4934442\ttotal: 2.87s\tremaining: 3.96s\n126:\tlearn: 0.4933441\ttotal: 2.9s\tremaining: 3.94s\n127:\tlearn: 0.4932593\ttotal: 2.92s\tremaining: 3.92s\n128:\tlearn: 0.4931818\ttotal: 2.94s\tremaining: 3.9s\n129:\tlearn: 0.4930480\ttotal: 2.97s\tremaining: 3.88s\n130:\tlearn: 0.4929803\ttotal: 3s\tremaining: 3.87s\n131:\tlearn: 0.4929270\ttotal: 3.02s\tremaining: 3.85s\n132:\tlearn: 0.4928211\ttotal: 3.04s\tremaining: 3.82s\n133:\tlearn: 0.4927272\ttotal: 3.06s\tremaining: 3.79s\n134:\tlearn: 0.4926820\ttotal: 3.08s\tremaining: 3.77s\n135:\tlearn: 0.4926282\ttotal: 3.11s\tremaining: 3.75s\n136:\tlearn: 0.4925546\ttotal: 3.13s\tremaining: 3.72s\n137:\tlearn: 0.4924642\ttotal: 3.15s\tremaining: 3.7s\n138:\tlearn: 0.4923440\ttotal: 3.17s\tremaining: 3.67s\n139:\tlearn: 0.4922954\ttotal: 3.2s\tremaining: 3.65s\n140:\tlearn: 0.4921956\ttotal: 3.22s\tremaining: 3.63s\n141:\tlearn: 0.4920965\ttotal: 3.24s\tremaining: 3.6s\n142:\tlearn: 0.4919859\ttotal: 3.27s\tremaining: 3.58s\n143:\tlearn: 0.4919062\ttotal: 3.29s\tremaining: 3.57s\n144:\tlearn: 0.4918464\ttotal: 3.31s\tremaining: 3.54s\n145:\tlearn: 0.4917082\ttotal: 3.34s\tremaining: 3.52s\n146:\tlearn: 0.4916593\ttotal: 3.36s\tremaining: 3.5s\n147:\tlearn: 0.4915421\ttotal: 3.38s\tremaining: 3.47s\n148:\tlearn: 0.4914443\ttotal: 3.4s\tremaining: 3.44s\n149:\tlearn: 0.4913775\ttotal: 3.42s\tremaining: 3.42s\n150:\tlearn: 0.4913365\ttotal: 3.45s\tremaining: 3.4s\n151:\tlearn: 0.4912757\ttotal: 3.47s\tremaining: 3.38s\n152:\tlearn: 0.4912406\ttotal: 3.49s\tremaining: 3.36s\n153:\tlearn: 0.4911338\ttotal: 3.52s\tremaining: 3.34s\n154:\tlearn: 0.4910450\ttotal: 3.54s\tremaining: 3.31s\n155:\tlearn: 0.4909476\ttotal: 3.57s\tremaining: 3.29s\n156:\tlearn: 0.4909136\ttotal: 3.59s\tremaining: 3.27s\n157:\tlearn: 0.4908688\ttotal: 3.62s\tremaining: 3.25s\n158:\tlearn: 0.4908272\ttotal: 3.64s\tremaining: 3.23s\n159:\tlearn: 0.4907224\ttotal: 3.66s\tremaining: 3.2s\n160:\tlearn: 0.4906616\ttotal: 3.68s\tremaining: 3.18s\n161:\tlearn: 0.4905887\ttotal: 3.71s\tremaining: 3.16s\n162:\tlearn: 0.4905224\ttotal: 3.73s\tremaining: 3.13s\n163:\tlearn: 0.4904138\ttotal: 3.76s\tremaining: 3.12s\n164:\tlearn: 0.4903557\ttotal: 3.78s\tremaining: 3.09s\n165:\tlearn: 0.4902902\ttotal: 3.8s\tremaining: 3.07s\n166:\tlearn: 0.4902081\ttotal: 3.83s\tremaining: 3.05s\n167:\tlearn: 0.4901586\ttotal: 3.85s\tremaining: 3.03s\n168:\tlearn: 0.4900958\ttotal: 3.88s\tremaining: 3.01s\n169:\tlearn: 0.4900533\ttotal: 3.9s\tremaining: 2.98s\n170:\tlearn: 0.4899743\ttotal: 3.93s\tremaining: 2.96s\n171:\tlearn: 0.4899111\ttotal: 3.95s\tremaining: 2.94s\n172:\tlearn: 0.4898780\ttotal: 3.97s\tremaining: 2.92s\n173:\tlearn: 0.4897861\ttotal: 4s\tremaining: 2.9s\n174:\tlearn: 0.4897550\ttotal: 4.02s\tremaining: 2.87s\n175:\tlearn: 0.4896933\ttotal: 4.04s\tremaining: 2.85s\n176:\tlearn: 0.4896231\ttotal: 4.06s\tremaining: 2.82s\n177:\tlearn: 0.4895666\ttotal: 4.09s\tremaining: 2.8s\n178:\tlearn: 0.4895083\ttotal: 4.11s\tremaining: 2.78s\n179:\tlearn: 0.4894314\ttotal: 4.14s\tremaining: 2.76s\n180:\tlearn: 0.4893815\ttotal: 4.16s\tremaining: 2.73s\n181:\tlearn: 0.4893362\ttotal: 4.18s\tremaining: 2.71s\n182:\tlearn: 0.4892773\ttotal: 4.21s\tremaining: 2.69s\n183:\tlearn: 0.4891919\ttotal: 4.22s\tremaining: 2.66s\n184:\tlearn: 0.4891584\ttotal: 4.24s\tremaining: 2.64s\n185:\tlearn: 0.4891284\ttotal: 4.26s\tremaining: 2.61s\n186:\tlearn: 0.4890404\ttotal: 4.28s\tremaining: 2.59s\n187:\tlearn: 0.4889762\ttotal: 4.31s\tremaining: 2.57s\n188:\tlearn: 0.4889213\ttotal: 4.33s\tremaining: 2.54s\n189:\tlearn: 0.4888521\ttotal: 4.35s\tremaining: 2.52s\n190:\tlearn: 0.4888200\ttotal: 4.37s\tremaining: 2.49s\n191:\tlearn: 0.4887498\ttotal: 4.39s\tremaining: 2.47s\n192:\tlearn: 0.4887225\ttotal: 4.41s\tremaining: 2.45s\n193:\tlearn: 0.4886499\ttotal: 4.43s\tremaining: 2.42s\n194:\tlearn: 0.4885788\ttotal: 4.47s\tremaining: 2.4s\n195:\tlearn: 0.4885447\ttotal: 4.49s\tremaining: 2.38s\n196:\tlearn: 0.4884488\ttotal: 4.52s\tremaining: 2.36s\n197:\tlearn: 0.4884230\ttotal: 4.54s\tremaining: 2.34s\n198:\tlearn: 0.4883408\ttotal: 4.56s\tremaining: 2.31s\n199:\tlearn: 0.4882846\ttotal: 4.58s\tremaining: 2.29s\n200:\tlearn: 0.4882418\ttotal: 4.61s\tremaining: 2.27s\n201:\tlearn: 0.4881433\ttotal: 4.63s\tremaining: 2.25s\n202:\tlearn: 0.4880908\ttotal: 4.65s\tremaining: 2.22s\n203:\tlearn: 0.4879890\ttotal: 4.68s\tremaining: 2.2s\n204:\tlearn: 0.4879461\ttotal: 4.7s\tremaining: 2.18s\n205:\tlearn: 0.4878694\ttotal: 4.72s\tremaining: 2.15s\n206:\tlearn: 0.4877725\ttotal: 4.74s\tremaining: 2.13s\n207:\tlearn: 0.4877045\ttotal: 4.77s\tremaining: 2.11s\n208:\tlearn: 0.4876679\ttotal: 4.79s\tremaining: 2.09s\n209:\tlearn: 0.4876231\ttotal: 4.81s\tremaining: 2.06s\n210:\tlearn: 0.4875791\ttotal: 4.84s\tremaining: 2.04s\n211:\tlearn: 0.4875427\ttotal: 4.86s\tremaining: 2.02s\n212:\tlearn: 0.4874775\ttotal: 4.88s\tremaining: 1.99s\n213:\tlearn: 0.4873900\ttotal: 4.9s\tremaining: 1.97s\n214:\tlearn: 0.4873502\ttotal: 4.92s\tremaining: 1.95s\n215:\tlearn: 0.4873061\ttotal: 4.94s\tremaining: 1.92s\n216:\tlearn: 0.4872491\ttotal: 4.96s\tremaining: 1.9s\n217:\tlearn: 0.4872031\ttotal: 4.99s\tremaining: 1.88s\n218:\tlearn: 0.4871214\ttotal: 5.02s\tremaining: 1.86s\n219:\tlearn: 0.4870638\ttotal: 5.05s\tremaining: 1.84s\n220:\tlearn: 0.4870046\ttotal: 5.08s\tremaining: 1.81s\n221:\tlearn: 0.4869768\ttotal: 5.11s\tremaining: 1.79s\n222:\tlearn: 0.4869139\ttotal: 5.13s\tremaining: 1.77s\n223:\tlearn: 0.4868784\ttotal: 5.15s\tremaining: 1.75s\n224:\tlearn: 0.4868568\ttotal: 5.17s\tremaining: 1.72s\n225:\tlearn: 0.4868195\ttotal: 5.2s\tremaining: 1.7s\n226:\tlearn: 0.4867735\ttotal: 5.22s\tremaining: 1.68s\n227:\tlearn: 0.4867299\ttotal: 5.24s\tremaining: 1.65s\n228:\tlearn: 0.4866429\ttotal: 5.26s\tremaining: 1.63s\n229:\tlearn: 0.4865931\ttotal: 5.28s\tremaining: 1.61s\n230:\tlearn: 0.4865610\ttotal: 5.3s\tremaining: 1.58s\n231:\tlearn: 0.4864961\ttotal: 5.33s\tremaining: 1.56s\n232:\tlearn: 0.4864360\ttotal: 5.35s\tremaining: 1.54s\n233:\tlearn: 0.4864097\ttotal: 5.37s\tremaining: 1.51s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "234:\tlearn: 0.4863675\ttotal: 5.39s\tremaining: 1.49s\n235:\tlearn: 0.4863239\ttotal: 5.41s\tremaining: 1.47s\n236:\tlearn: 0.4863062\ttotal: 5.44s\tremaining: 1.45s\n237:\tlearn: 0.4862318\ttotal: 5.46s\tremaining: 1.42s\n238:\tlearn: 0.4861915\ttotal: 5.48s\tremaining: 1.4s\n239:\tlearn: 0.4861749\ttotal: 5.5s\tremaining: 1.38s\n240:\tlearn: 0.4861316\ttotal: 5.52s\tremaining: 1.35s\n241:\tlearn: 0.4860700\ttotal: 5.55s\tremaining: 1.33s\n242:\tlearn: 0.4860236\ttotal: 5.57s\tremaining: 1.31s\n243:\tlearn: 0.4859361\ttotal: 5.6s\tremaining: 1.28s\n244:\tlearn: 0.4859051\ttotal: 5.62s\tremaining: 1.26s\n245:\tlearn: 0.4858781\ttotal: 5.64s\tremaining: 1.24s\n246:\tlearn: 0.4858358\ttotal: 5.67s\tremaining: 1.22s\n247:\tlearn: 0.4857721\ttotal: 5.69s\tremaining: 1.19s\n248:\tlearn: 0.4857397\ttotal: 5.71s\tremaining: 1.17s\n249:\tlearn: 0.4856718\ttotal: 5.74s\tremaining: 1.15s\n250:\tlearn: 0.4856227\ttotal: 5.77s\tremaining: 1.13s\n251:\tlearn: 0.4855339\ttotal: 5.79s\tremaining: 1.1s\n252:\tlearn: 0.4854822\ttotal: 5.82s\tremaining: 1.08s\n253:\tlearn: 0.4854080\ttotal: 5.84s\tremaining: 1.06s\n254:\tlearn: 0.4853798\ttotal: 5.86s\tremaining: 1.03s\n255:\tlearn: 0.4853455\ttotal: 5.88s\tremaining: 1.01s\n256:\tlearn: 0.4852863\ttotal: 5.9s\tremaining: 987ms\n257:\tlearn: 0.4852426\ttotal: 5.92s\tremaining: 964ms\n258:\tlearn: 0.4852194\ttotal: 5.94s\tremaining: 941ms\n259:\tlearn: 0.4851565\ttotal: 5.96s\tremaining: 918ms\n260:\tlearn: 0.4851188\ttotal: 5.98s\tremaining: 894ms\n261:\tlearn: 0.4850872\ttotal: 6s\tremaining: 871ms\n262:\tlearn: 0.4850525\ttotal: 6.03s\tremaining: 848ms\n263:\tlearn: 0.4850046\ttotal: 6.04s\tremaining: 824ms\n264:\tlearn: 0.4849578\ttotal: 6.06s\tremaining: 801ms\n265:\tlearn: 0.4849101\ttotal: 6.08s\tremaining: 778ms\n266:\tlearn: 0.4848512\ttotal: 6.11s\tremaining: 755ms\n267:\tlearn: 0.4847972\ttotal: 6.13s\tremaining: 732ms\n268:\tlearn: 0.4847511\ttotal: 6.16s\tremaining: 710ms\n269:\tlearn: 0.4847322\ttotal: 6.18s\tremaining: 687ms\n270:\tlearn: 0.4847077\ttotal: 6.21s\tremaining: 664ms\n271:\tlearn: 0.4846764\ttotal: 6.23s\tremaining: 641ms\n272:\tlearn: 0.4846239\ttotal: 6.25s\tremaining: 618ms\n273:\tlearn: 0.4845972\ttotal: 6.27s\tremaining: 595ms\n274:\tlearn: 0.4845651\ttotal: 6.29s\tremaining: 572ms\n275:\tlearn: 0.4845374\ttotal: 6.31s\tremaining: 549ms\n276:\tlearn: 0.4845138\ttotal: 6.33s\tremaining: 526ms\n277:\tlearn: 0.4844931\ttotal: 6.35s\tremaining: 503ms\n278:\tlearn: 0.4844192\ttotal: 6.37s\tremaining: 480ms\n279:\tlearn: 0.4843816\ttotal: 6.39s\tremaining: 457ms\n280:\tlearn: 0.4843391\ttotal: 6.41s\tremaining: 434ms\n281:\tlearn: 0.4842671\ttotal: 6.43s\tremaining: 411ms\n282:\tlearn: 0.4842362\ttotal: 6.45s\tremaining: 388ms\n283:\tlearn: 0.4841838\ttotal: 6.48s\tremaining: 365ms\n284:\tlearn: 0.4841206\ttotal: 6.5s\tremaining: 342ms\n285:\tlearn: 0.4841028\ttotal: 6.52s\tremaining: 319ms\n286:\tlearn: 0.4840810\ttotal: 6.54s\tremaining: 296ms\n287:\tlearn: 0.4840579\ttotal: 6.55s\tremaining: 273ms\n288:\tlearn: 0.4840278\ttotal: 6.58s\tremaining: 250ms\n289:\tlearn: 0.4839949\ttotal: 6.59s\tremaining: 227ms\n290:\tlearn: 0.4839142\ttotal: 6.62s\tremaining: 205ms\n291:\tlearn: 0.4838566\ttotal: 6.64s\tremaining: 182ms\n292:\tlearn: 0.4838277\ttotal: 6.66s\tremaining: 159ms\n293:\tlearn: 0.4837642\ttotal: 6.68s\tremaining: 136ms\n294:\tlearn: 0.4837395\ttotal: 6.71s\tremaining: 114ms\n295:\tlearn: 0.4837033\ttotal: 6.72s\tremaining: 90.9ms\n296:\tlearn: 0.4836668\ttotal: 6.75s\tremaining: 68.2ms\n297:\tlearn: 0.4836327\ttotal: 6.77s\tremaining: 45.5ms\n298:\tlearn: 0.4835907\ttotal: 6.79s\tremaining: 22.7ms\n299:\tlearn: 0.4835488\ttotal: 6.82s\tremaining: 0us\n0:\tlearn: 0.6813029\ttotal: 28.6ms\tremaining: 8.55s\n1:\tlearn: 0.6700808\ttotal: 50.4ms\tremaining: 7.51s\n2:\tlearn: 0.6595734\ttotal: 70.2ms\tremaining: 6.95s\n3:\tlearn: 0.6496607\ttotal: 89.7ms\tremaining: 6.64s\n4:\tlearn: 0.6405567\ttotal: 110ms\tremaining: 6.47s\n5:\tlearn: 0.6319196\ttotal: 129ms\tremaining: 6.33s\n6:\tlearn: 0.6238809\ttotal: 148ms\tremaining: 6.18s\n7:\tlearn: 0.6162542\ttotal: 168ms\tremaining: 6.14s\n8:\tlearn: 0.6092826\ttotal: 193ms\tremaining: 6.25s\n9:\tlearn: 0.6027589\ttotal: 218ms\tremaining: 6.33s\n10:\tlearn: 0.5967639\ttotal: 243ms\tremaining: 6.38s\n11:\tlearn: 0.5908846\ttotal: 267ms\tremaining: 6.4s\n12:\tlearn: 0.5856457\ttotal: 289ms\tremaining: 6.39s\n13:\tlearn: 0.5805860\ttotal: 310ms\tremaining: 6.32s\n14:\tlearn: 0.5757423\ttotal: 331ms\tremaining: 6.29s\n15:\tlearn: 0.5712304\ttotal: 353ms\tremaining: 6.26s\n16:\tlearn: 0.5671943\ttotal: 376ms\tremaining: 6.26s\n17:\tlearn: 0.5633374\ttotal: 399ms\tremaining: 6.25s\n18:\tlearn: 0.5597093\ttotal: 418ms\tremaining: 6.19s\n19:\tlearn: 0.5561349\ttotal: 438ms\tremaining: 6.13s\n20:\tlearn: 0.5530737\ttotal: 458ms\tremaining: 6.08s\n21:\tlearn: 0.5499915\ttotal: 478ms\tremaining: 6.04s\n22:\tlearn: 0.5472204\ttotal: 501ms\tremaining: 6.03s\n23:\tlearn: 0.5446605\ttotal: 520ms\tremaining: 5.98s\n24:\tlearn: 0.5421253\ttotal: 546ms\tremaining: 6s\n25:\tlearn: 0.5396638\ttotal: 565ms\tremaining: 5.96s\n26:\tlearn: 0.5374991\ttotal: 585ms\tremaining: 5.92s\n27:\tlearn: 0.5353463\ttotal: 606ms\tremaining: 5.89s\n28:\tlearn: 0.5334923\ttotal: 628ms\tremaining: 5.87s\n29:\tlearn: 0.5316844\ttotal: 649ms\tremaining: 5.84s\n30:\tlearn: 0.5300499\ttotal: 673ms\tremaining: 5.83s\n31:\tlearn: 0.5282696\ttotal: 692ms\tremaining: 5.79s\n32:\tlearn: 0.5266262\ttotal: 713ms\tremaining: 5.77s\n33:\tlearn: 0.5251927\ttotal: 740ms\tremaining: 5.79s\n34:\tlearn: 0.5239191\ttotal: 761ms\tremaining: 5.76s\n35:\tlearn: 0.5226661\ttotal: 784ms\tremaining: 5.75s\n36:\tlearn: 0.5213358\ttotal: 804ms\tremaining: 5.72s\n37:\tlearn: 0.5202252\ttotal: 826ms\tremaining: 5.69s\n38:\tlearn: 0.5192527\ttotal: 847ms\tremaining: 5.67s\n39:\tlearn: 0.5182746\ttotal: 873ms\tremaining: 5.68s\n40:\tlearn: 0.5173000\ttotal: 898ms\tremaining: 5.67s\n41:\tlearn: 0.5164232\ttotal: 917ms\tremaining: 5.64s\n42:\tlearn: 0.5155157\ttotal: 936ms\tremaining: 5.59s\n43:\tlearn: 0.5147189\ttotal: 956ms\tremaining: 5.56s\n44:\tlearn: 0.5138758\ttotal: 975ms\tremaining: 5.53s\n45:\tlearn: 0.5132274\ttotal: 996ms\tremaining: 5.5s\n46:\tlearn: 0.5124963\ttotal: 1.02s\tremaining: 5.47s\n47:\tlearn: 0.5117823\ttotal: 1.04s\tremaining: 5.44s\n48:\tlearn: 0.5111251\ttotal: 1.05s\tremaining: 5.4s\n49:\tlearn: 0.5104636\ttotal: 1.08s\tremaining: 5.39s\n50:\tlearn: 0.5099443\ttotal: 1.1s\tremaining: 5.35s\n51:\tlearn: 0.5094156\ttotal: 1.12s\tremaining: 5.34s\n52:\tlearn: 0.5088058\ttotal: 1.14s\tremaining: 5.33s\n53:\tlearn: 0.5083341\ttotal: 1.16s\tremaining: 5.29s\n54:\tlearn: 0.5077392\ttotal: 1.18s\tremaining: 5.26s\n55:\tlearn: 0.5072395\ttotal: 1.2s\tremaining: 5.23s\n56:\tlearn: 0.5068132\ttotal: 1.22s\tremaining: 5.22s\n57:\tlearn: 0.5063894\ttotal: 1.24s\tremaining: 5.19s\n58:\tlearn: 0.5058972\ttotal: 1.26s\tremaining: 5.17s\n59:\tlearn: 0.5055239\ttotal: 1.28s\tremaining: 5.14s\n60:\tlearn: 0.5051573\ttotal: 1.3s\tremaining: 5.11s\n61:\tlearn: 0.5047983\ttotal: 1.32s\tremaining: 5.08s\n62:\tlearn: 0.5043842\ttotal: 1.34s\tremaining: 5.05s\n63:\tlearn: 0.5041135\ttotal: 1.37s\tremaining: 5.04s\n64:\tlearn: 0.5037492\ttotal: 1.38s\tremaining: 5s\n65:\tlearn: 0.5034601\ttotal: 1.41s\tremaining: 4.99s\n66:\tlearn: 0.5031714\ttotal: 1.43s\tremaining: 4.96s\n67:\tlearn: 0.5028973\ttotal: 1.45s\tremaining: 4.94s\n68:\tlearn: 0.5026259\ttotal: 1.47s\tremaining: 4.93s\n69:\tlearn: 0.5023329\ttotal: 1.49s\tremaining: 4.91s\n70:\tlearn: 0.5020784\ttotal: 1.52s\tremaining: 4.9s\n71:\tlearn: 0.5017894\ttotal: 1.54s\tremaining: 4.88s\n72:\tlearn: 0.5016187\ttotal: 1.57s\tremaining: 4.88s\n73:\tlearn: 0.5013961\ttotal: 1.6s\tremaining: 4.88s\n74:\tlearn: 0.5011202\ttotal: 1.62s\tremaining: 4.87s\n75:\tlearn: 0.5008538\ttotal: 1.65s\tremaining: 4.87s\n76:\tlearn: 0.5005940\ttotal: 1.68s\tremaining: 4.87s\n77:\tlearn: 0.5004396\ttotal: 1.71s\tremaining: 4.87s\n78:\tlearn: 0.5002436\ttotal: 1.73s\tremaining: 4.84s\n79:\tlearn: 0.5000342\ttotal: 1.76s\tremaining: 4.83s\n80:\tlearn: 0.4998595\ttotal: 1.79s\tremaining: 4.83s\n81:\tlearn: 0.4996974\ttotal: 1.81s\tremaining: 4.81s\n82:\tlearn: 0.4995250\ttotal: 1.84s\tremaining: 4.81s\n83:\tlearn: 0.4993266\ttotal: 1.87s\tremaining: 4.8s\n84:\tlearn: 0.4991935\ttotal: 1.9s\tremaining: 4.8s\n85:\tlearn: 0.4990428\ttotal: 1.92s\tremaining: 4.78s\n86:\tlearn: 0.4988748\ttotal: 1.94s\tremaining: 4.76s\n87:\tlearn: 0.4987423\ttotal: 1.97s\tremaining: 4.74s\n88:\tlearn: 0.4985859\ttotal: 1.99s\tremaining: 4.72s\n89:\tlearn: 0.4984314\ttotal: 2.01s\tremaining: 4.69s\n90:\tlearn: 0.4983035\ttotal: 2.03s\tremaining: 4.66s\n91:\tlearn: 0.4981708\ttotal: 2.06s\tremaining: 4.65s\n92:\tlearn: 0.4980115\ttotal: 2.08s\tremaining: 4.63s\n93:\tlearn: 0.4978209\ttotal: 2.1s\tremaining: 4.61s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "94:\tlearn: 0.4976803\ttotal: 2.13s\tremaining: 4.59s\n95:\tlearn: 0.4975026\ttotal: 2.17s\tremaining: 4.6s\n96:\tlearn: 0.4973375\ttotal: 2.19s\tremaining: 4.58s\n97:\tlearn: 0.4971886\ttotal: 2.21s\tremaining: 4.56s\n98:\tlearn: 0.4971039\ttotal: 2.24s\tremaining: 4.55s\n99:\tlearn: 0.4970141\ttotal: 2.27s\tremaining: 4.54s\n100:\tlearn: 0.4968290\ttotal: 2.29s\tremaining: 4.52s\n101:\tlearn: 0.4966631\ttotal: 2.31s\tremaining: 4.5s\n102:\tlearn: 0.4965608\ttotal: 2.34s\tremaining: 4.47s\n103:\tlearn: 0.4964479\ttotal: 2.37s\tremaining: 4.46s\n104:\tlearn: 0.4963505\ttotal: 2.39s\tremaining: 4.43s\n105:\tlearn: 0.4962495\ttotal: 2.41s\tremaining: 4.42s\n106:\tlearn: 0.4961464\ttotal: 2.44s\tremaining: 4.41s\n107:\tlearn: 0.4960731\ttotal: 2.46s\tremaining: 4.38s\n108:\tlearn: 0.4960031\ttotal: 2.49s\tremaining: 4.36s\n109:\tlearn: 0.4959140\ttotal: 2.51s\tremaining: 4.34s\n110:\tlearn: 0.4958440\ttotal: 2.53s\tremaining: 4.31s\n111:\tlearn: 0.4957167\ttotal: 2.56s\tremaining: 4.29s\n112:\tlearn: 0.4956222\ttotal: 2.58s\tremaining: 4.27s\n113:\tlearn: 0.4955610\ttotal: 2.6s\tremaining: 4.25s\n114:\tlearn: 0.4954550\ttotal: 2.63s\tremaining: 4.23s\n115:\tlearn: 0.4953715\ttotal: 2.65s\tremaining: 4.21s\n116:\tlearn: 0.4952867\ttotal: 2.67s\tremaining: 4.18s\n117:\tlearn: 0.4951481\ttotal: 2.7s\tremaining: 4.16s\n118:\tlearn: 0.4950902\ttotal: 2.72s\tremaining: 4.14s\n119:\tlearn: 0.4949911\ttotal: 2.74s\tremaining: 4.11s\n120:\tlearn: 0.4949235\ttotal: 2.76s\tremaining: 4.08s\n121:\tlearn: 0.4947799\ttotal: 2.78s\tremaining: 4.06s\n122:\tlearn: 0.4946755\ttotal: 2.8s\tremaining: 4.03s\n123:\tlearn: 0.4946019\ttotal: 2.82s\tremaining: 4s\n124:\tlearn: 0.4944602\ttotal: 2.85s\tremaining: 3.98s\n125:\tlearn: 0.4943267\ttotal: 2.87s\tremaining: 3.96s\n126:\tlearn: 0.4942403\ttotal: 2.89s\tremaining: 3.93s\n127:\tlearn: 0.4941473\ttotal: 2.91s\tremaining: 3.91s\n128:\tlearn: 0.4940780\ttotal: 2.93s\tremaining: 3.88s\n129:\tlearn: 0.4940084\ttotal: 2.96s\tremaining: 3.87s\n130:\tlearn: 0.4938681\ttotal: 2.98s\tremaining: 3.85s\n131:\tlearn: 0.4937809\ttotal: 3s\tremaining: 3.82s\n132:\tlearn: 0.4937305\ttotal: 3.02s\tremaining: 3.79s\n133:\tlearn: 0.4936351\ttotal: 3.04s\tremaining: 3.77s\n134:\tlearn: 0.4935023\ttotal: 3.06s\tremaining: 3.75s\n135:\tlearn: 0.4934271\ttotal: 3.09s\tremaining: 3.72s\n136:\tlearn: 0.4933143\ttotal: 3.11s\tremaining: 3.7s\n137:\tlearn: 0.4932671\ttotal: 3.13s\tremaining: 3.67s\n138:\tlearn: 0.4931955\ttotal: 3.15s\tremaining: 3.65s\n139:\tlearn: 0.4931119\ttotal: 3.17s\tremaining: 3.63s\n140:\tlearn: 0.4930642\ttotal: 3.2s\tremaining: 3.6s\n141:\tlearn: 0.4929488\ttotal: 3.22s\tremaining: 3.58s\n142:\tlearn: 0.4928238\ttotal: 3.25s\tremaining: 3.57s\n143:\tlearn: 0.4927320\ttotal: 3.27s\tremaining: 3.54s\n144:\tlearn: 0.4926024\ttotal: 3.29s\tremaining: 3.52s\n145:\tlearn: 0.4925561\ttotal: 3.31s\tremaining: 3.5s\n146:\tlearn: 0.4924815\ttotal: 3.33s\tremaining: 3.47s\n147:\tlearn: 0.4923691\ttotal: 3.35s\tremaining: 3.44s\n148:\tlearn: 0.4923108\ttotal: 3.37s\tremaining: 3.42s\n149:\tlearn: 0.4922111\ttotal: 3.39s\tremaining: 3.39s\n150:\tlearn: 0.4921430\ttotal: 3.41s\tremaining: 3.37s\n151:\tlearn: 0.4920726\ttotal: 3.44s\tremaining: 3.35s\n152:\tlearn: 0.4920394\ttotal: 3.46s\tremaining: 3.32s\n153:\tlearn: 0.4919924\ttotal: 3.48s\tremaining: 3.29s\n154:\tlearn: 0.4919506\ttotal: 3.5s\tremaining: 3.27s\n155:\tlearn: 0.4918506\ttotal: 3.52s\tremaining: 3.25s\n156:\tlearn: 0.4917438\ttotal: 3.54s\tremaining: 3.22s\n157:\tlearn: 0.4916848\ttotal: 3.56s\tremaining: 3.19s\n158:\tlearn: 0.4915951\ttotal: 3.58s\tremaining: 3.17s\n159:\tlearn: 0.4915471\ttotal: 3.6s\tremaining: 3.15s\n160:\tlearn: 0.4914987\ttotal: 3.62s\tremaining: 3.12s\n161:\tlearn: 0.4914467\ttotal: 3.64s\tremaining: 3.1s\n162:\tlearn: 0.4913742\ttotal: 3.66s\tremaining: 3.08s\n163:\tlearn: 0.4913024\ttotal: 3.69s\tremaining: 3.06s\n164:\tlearn: 0.4912160\ttotal: 3.71s\tremaining: 3.04s\n165:\tlearn: 0.4911262\ttotal: 3.74s\tremaining: 3.02s\n166:\tlearn: 0.4910207\ttotal: 3.76s\tremaining: 3s\n167:\tlearn: 0.4909829\ttotal: 3.79s\tremaining: 2.98s\n168:\tlearn: 0.4909095\ttotal: 3.81s\tremaining: 2.96s\n169:\tlearn: 0.4908404\ttotal: 3.84s\tremaining: 2.94s\n170:\tlearn: 0.4908090\ttotal: 3.86s\tremaining: 2.91s\n171:\tlearn: 0.4906930\ttotal: 3.88s\tremaining: 2.89s\n172:\tlearn: 0.4905889\ttotal: 3.9s\tremaining: 2.87s\n173:\tlearn: 0.4904922\ttotal: 3.93s\tremaining: 2.84s\n174:\tlearn: 0.4904070\ttotal: 3.95s\tremaining: 2.82s\n175:\tlearn: 0.4903312\ttotal: 3.97s\tremaining: 2.8s\n176:\tlearn: 0.4902356\ttotal: 3.99s\tremaining: 2.77s\n177:\tlearn: 0.4901151\ttotal: 4.01s\tremaining: 2.75s\n178:\tlearn: 0.4900643\ttotal: 4.04s\tremaining: 2.73s\n179:\tlearn: 0.4900160\ttotal: 4.06s\tremaining: 2.71s\n180:\tlearn: 0.4899814\ttotal: 4.08s\tremaining: 2.68s\n181:\tlearn: 0.4899348\ttotal: 4.11s\tremaining: 2.66s\n182:\tlearn: 0.4899003\ttotal: 4.13s\tremaining: 2.64s\n183:\tlearn: 0.4898350\ttotal: 4.15s\tremaining: 2.62s\n184:\tlearn: 0.4897721\ttotal: 4.17s\tremaining: 2.59s\n185:\tlearn: 0.4896781\ttotal: 4.2s\tremaining: 2.58s\n186:\tlearn: 0.4896057\ttotal: 4.23s\tremaining: 2.55s\n187:\tlearn: 0.4895558\ttotal: 4.25s\tremaining: 2.53s\n188:\tlearn: 0.4894989\ttotal: 4.27s\tremaining: 2.51s\n189:\tlearn: 0.4894317\ttotal: 4.29s\tremaining: 2.48s\n190:\tlearn: 0.4894054\ttotal: 4.31s\tremaining: 2.46s\n191:\tlearn: 0.4893288\ttotal: 4.33s\tremaining: 2.44s\n192:\tlearn: 0.4892372\ttotal: 4.35s\tremaining: 2.41s\n193:\tlearn: 0.4892086\ttotal: 4.36s\tremaining: 2.38s\n194:\tlearn: 0.4891578\ttotal: 4.38s\tremaining: 2.36s\n195:\tlearn: 0.4890742\ttotal: 4.4s\tremaining: 2.33s\n196:\tlearn: 0.4889983\ttotal: 4.42s\tremaining: 2.31s\n197:\tlearn: 0.4889431\ttotal: 4.44s\tremaining: 2.29s\n198:\tlearn: 0.4888820\ttotal: 4.46s\tremaining: 2.26s\n199:\tlearn: 0.4888455\ttotal: 4.48s\tremaining: 2.24s\n200:\tlearn: 0.4887582\ttotal: 4.5s\tremaining: 2.22s\n201:\tlearn: 0.4887146\ttotal: 4.53s\tremaining: 2.2s\n202:\tlearn: 0.4886303\ttotal: 4.55s\tremaining: 2.17s\n203:\tlearn: 0.4885583\ttotal: 4.57s\tremaining: 2.15s\n204:\tlearn: 0.4885184\ttotal: 4.59s\tremaining: 2.13s\n205:\tlearn: 0.4884768\ttotal: 4.61s\tremaining: 2.1s\n206:\tlearn: 0.4883649\ttotal: 4.63s\tremaining: 2.08s\n207:\tlearn: 0.4882924\ttotal: 4.65s\tremaining: 2.06s\n208:\tlearn: 0.4881957\ttotal: 4.68s\tremaining: 2.04s\n209:\tlearn: 0.4881683\ttotal: 4.7s\tremaining: 2.01s\n210:\tlearn: 0.4881427\ttotal: 4.72s\tremaining: 1.99s\n211:\tlearn: 0.4880989\ttotal: 4.74s\tremaining: 1.97s\n212:\tlearn: 0.4880467\ttotal: 4.77s\tremaining: 1.95s\n213:\tlearn: 0.4879853\ttotal: 4.78s\tremaining: 1.92s\n214:\tlearn: 0.4879147\ttotal: 4.8s\tremaining: 1.9s\n215:\tlearn: 0.4878174\ttotal: 4.83s\tremaining: 1.88s\n216:\tlearn: 0.4877714\ttotal: 4.84s\tremaining: 1.85s\n217:\tlearn: 0.4877484\ttotal: 4.87s\tremaining: 1.83s\n218:\tlearn: 0.4876957\ttotal: 4.89s\tremaining: 1.81s\n219:\tlearn: 0.4876678\ttotal: 4.91s\tremaining: 1.78s\n220:\tlearn: 0.4876316\ttotal: 4.93s\tremaining: 1.76s\n221:\tlearn: 0.4875975\ttotal: 4.95s\tremaining: 1.74s\n222:\tlearn: 0.4875629\ttotal: 4.97s\tremaining: 1.72s\n223:\tlearn: 0.4875184\ttotal: 4.99s\tremaining: 1.69s\n224:\tlearn: 0.4874576\ttotal: 5.01s\tremaining: 1.67s\n225:\tlearn: 0.4874150\ttotal: 5.03s\tremaining: 1.65s\n226:\tlearn: 0.4873693\ttotal: 5.04s\tremaining: 1.62s\n227:\tlearn: 0.4873426\ttotal: 5.07s\tremaining: 1.6s\n228:\tlearn: 0.4872687\ttotal: 5.09s\tremaining: 1.58s\n229:\tlearn: 0.4872314\ttotal: 5.11s\tremaining: 1.55s\n230:\tlearn: 0.4871833\ttotal: 5.13s\tremaining: 1.53s\n231:\tlearn: 0.4871071\ttotal: 5.15s\tremaining: 1.51s\n232:\tlearn: 0.4870699\ttotal: 5.17s\tremaining: 1.49s\n233:\tlearn: 0.4870090\ttotal: 5.19s\tremaining: 1.46s\n234:\tlearn: 0.4869539\ttotal: 5.21s\tremaining: 1.44s\n235:\tlearn: 0.4869132\ttotal: 5.23s\tremaining: 1.42s\n236:\tlearn: 0.4868590\ttotal: 5.25s\tremaining: 1.4s\n237:\tlearn: 0.4868278\ttotal: 5.27s\tremaining: 1.37s\n238:\tlearn: 0.4868029\ttotal: 5.29s\tremaining: 1.35s\n239:\tlearn: 0.4867598\ttotal: 5.31s\tremaining: 1.33s\n240:\tlearn: 0.4867383\ttotal: 5.33s\tremaining: 1.3s\n241:\tlearn: 0.4866730\ttotal: 5.35s\tremaining: 1.28s\n242:\tlearn: 0.4865968\ttotal: 5.38s\tremaining: 1.26s\n243:\tlearn: 0.4865588\ttotal: 5.4s\tremaining: 1.24s\n244:\tlearn: 0.4864789\ttotal: 5.43s\tremaining: 1.22s\n245:\tlearn: 0.4864576\ttotal: 5.46s\tremaining: 1.2s\n246:\tlearn: 0.4864114\ttotal: 5.48s\tremaining: 1.18s\n247:\tlearn: 0.4863680\ttotal: 5.51s\tremaining: 1.16s\n248:\tlearn: 0.4863393\ttotal: 5.54s\tremaining: 1.13s\n249:\tlearn: 0.4863018\ttotal: 5.57s\tremaining: 1.11s\n250:\tlearn: 0.4862045\ttotal: 5.59s\tremaining: 1.09s\n251:\tlearn: 0.4861194\ttotal: 5.61s\tremaining: 1.07s\n252:\tlearn: 0.4860780\ttotal: 5.63s\tremaining: 1.05s\n253:\tlearn: 0.4860563\ttotal: 5.66s\tremaining: 1.02s\n254:\tlearn: 0.4860103\ttotal: 5.68s\tremaining: 1s\n255:\tlearn: 0.4859145\ttotal: 5.7s\tremaining: 980ms\n256:\tlearn: 0.4858666\ttotal: 5.73s\tremaining: 958ms\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "257:\tlearn: 0.4857765\ttotal: 5.75s\tremaining: 936ms\n258:\tlearn: 0.4857380\ttotal: 5.77s\tremaining: 914ms\n259:\tlearn: 0.4857044\ttotal: 5.8s\tremaining: 893ms\n260:\tlearn: 0.4856762\ttotal: 5.83s\tremaining: 871ms\n261:\tlearn: 0.4856056\ttotal: 5.86s\tremaining: 850ms\n262:\tlearn: 0.4855410\ttotal: 5.89s\tremaining: 828ms\n263:\tlearn: 0.4854840\ttotal: 5.91s\tremaining: 806ms\n264:\tlearn: 0.4854633\ttotal: 5.93s\tremaining: 784ms\n265:\tlearn: 0.4854036\ttotal: 5.95s\tremaining: 761ms\n266:\tlearn: 0.4853528\ttotal: 5.98s\tremaining: 739ms\n267:\tlearn: 0.4853294\ttotal: 6.01s\tremaining: 718ms\n268:\tlearn: 0.4853049\ttotal: 6.03s\tremaining: 695ms\n269:\tlearn: 0.4852796\ttotal: 6.06s\tremaining: 673ms\n270:\tlearn: 0.4851944\ttotal: 6.08s\tremaining: 651ms\n271:\tlearn: 0.4851694\ttotal: 6.1s\tremaining: 628ms\n272:\tlearn: 0.4851214\ttotal: 6.13s\tremaining: 606ms\n273:\tlearn: 0.4850887\ttotal: 6.14s\tremaining: 583ms\n274:\tlearn: 0.4850590\ttotal: 6.17s\tremaining: 561ms\n275:\tlearn: 0.4849992\ttotal: 6.19s\tremaining: 538ms\n276:\tlearn: 0.4849639\ttotal: 6.21s\tremaining: 516ms\n277:\tlearn: 0.4849236\ttotal: 6.23s\tremaining: 493ms\n278:\tlearn: 0.4848708\ttotal: 6.25s\tremaining: 471ms\n279:\tlearn: 0.4848110\ttotal: 6.27s\tremaining: 448ms\n280:\tlearn: 0.4847503\ttotal: 6.29s\tremaining: 426ms\n281:\tlearn: 0.4847341\ttotal: 6.32s\tremaining: 403ms\n282:\tlearn: 0.4847065\ttotal: 6.34s\tremaining: 381ms\n283:\tlearn: 0.4846820\ttotal: 6.36s\tremaining: 358ms\n284:\tlearn: 0.4846623\ttotal: 6.38s\tremaining: 336ms\n285:\tlearn: 0.4846064\ttotal: 6.4s\tremaining: 313ms\n286:\tlearn: 0.4845320\ttotal: 6.42s\tremaining: 291ms\n287:\tlearn: 0.4844998\ttotal: 6.44s\tremaining: 268ms\n288:\tlearn: 0.4844771\ttotal: 6.46s\tremaining: 246ms\n289:\tlearn: 0.4844512\ttotal: 6.48s\tremaining: 224ms\n290:\tlearn: 0.4844149\ttotal: 6.5s\tremaining: 201ms\n291:\tlearn: 0.4843909\ttotal: 6.53s\tremaining: 179ms\n292:\tlearn: 0.4843562\ttotal: 6.55s\tremaining: 157ms\n293:\tlearn: 0.4843351\ttotal: 6.58s\tremaining: 134ms\n294:\tlearn: 0.4842961\ttotal: 6.6s\tremaining: 112ms\n295:\tlearn: 0.4842616\ttotal: 6.62s\tremaining: 89.5ms\n296:\tlearn: 0.4842307\ttotal: 6.64s\tremaining: 67.1ms\n297:\tlearn: 0.4842073\ttotal: 6.67s\tremaining: 44.7ms\n298:\tlearn: 0.4841868\ttotal: 6.69s\tremaining: 22.4ms\n299:\tlearn: 0.4841557\ttotal: 6.71s\tremaining: 0us\n0:\tlearn: 0.6812997\ttotal: 21.6ms\tremaining: 6.47s\n1:\tlearn: 0.6700394\ttotal: 43.8ms\tremaining: 6.52s\n2:\tlearn: 0.6595814\ttotal: 63.2ms\tremaining: 6.25s\n3:\tlearn: 0.6497807\ttotal: 84.5ms\tremaining: 6.25s\n4:\tlearn: 0.6405479\ttotal: 105ms\tremaining: 6.19s\n5:\tlearn: 0.6319334\ttotal: 123ms\tremaining: 6.05s\n6:\tlearn: 0.6238771\ttotal: 147ms\tremaining: 6.16s\n7:\tlearn: 0.6162277\ttotal: 172ms\tremaining: 6.27s\n8:\tlearn: 0.6092676\ttotal: 196ms\tremaining: 6.34s\n9:\tlearn: 0.6029260\ttotal: 218ms\tremaining: 6.33s\n10:\tlearn: 0.5966919\ttotal: 241ms\tremaining: 6.34s\n11:\tlearn: 0.5910937\ttotal: 266ms\tremaining: 6.39s\n12:\tlearn: 0.5856747\ttotal: 289ms\tremaining: 6.39s\n13:\tlearn: 0.5806515\ttotal: 310ms\tremaining: 6.33s\n14:\tlearn: 0.5757319\ttotal: 332ms\tremaining: 6.3s\n15:\tlearn: 0.5710982\ttotal: 352ms\tremaining: 6.26s\n16:\tlearn: 0.5667772\ttotal: 376ms\tremaining: 6.26s\n17:\tlearn: 0.5628422\ttotal: 398ms\tremaining: 6.24s\n18:\tlearn: 0.5592553\ttotal: 420ms\tremaining: 6.21s\n19:\tlearn: 0.5558898\ttotal: 444ms\tremaining: 6.21s\n20:\tlearn: 0.5526532\ttotal: 469ms\tremaining: 6.23s\n21:\tlearn: 0.5496257\ttotal: 495ms\tremaining: 6.25s\n22:\tlearn: 0.5467473\ttotal: 519ms\tremaining: 6.25s\n23:\tlearn: 0.5442165\ttotal: 547ms\tremaining: 6.29s\n24:\tlearn: 0.5416504\ttotal: 582ms\tremaining: 6.4s\n25:\tlearn: 0.5392778\ttotal: 608ms\tremaining: 6.41s\n26:\tlearn: 0.5370537\ttotal: 636ms\tremaining: 6.43s\n27:\tlearn: 0.5349872\ttotal: 669ms\tremaining: 6.49s\n28:\tlearn: 0.5331550\ttotal: 694ms\tremaining: 6.48s\n29:\tlearn: 0.5313635\ttotal: 716ms\tremaining: 6.45s\n30:\tlearn: 0.5295631\ttotal: 740ms\tremaining: 6.42s\n31:\tlearn: 0.5279651\ttotal: 764ms\tremaining: 6.4s\n32:\tlearn: 0.5264125\ttotal: 785ms\tremaining: 6.35s\n33:\tlearn: 0.5250082\ttotal: 808ms\tremaining: 6.32s\n34:\tlearn: 0.5236268\ttotal: 828ms\tremaining: 6.27s\n35:\tlearn: 0.5223556\ttotal: 850ms\tremaining: 6.23s\n36:\tlearn: 0.5210367\ttotal: 878ms\tremaining: 6.24s\n37:\tlearn: 0.5199337\ttotal: 906ms\tremaining: 6.25s\n38:\tlearn: 0.5188587\ttotal: 931ms\tremaining: 6.23s\n39:\tlearn: 0.5177783\ttotal: 961ms\tremaining: 6.25s\n40:\tlearn: 0.5167210\ttotal: 985ms\tremaining: 6.22s\n41:\tlearn: 0.5158456\ttotal: 1.01s\tremaining: 6.22s\n42:\tlearn: 0.5149985\ttotal: 1.04s\tremaining: 6.2s\n43:\tlearn: 0.5141336\ttotal: 1.06s\tremaining: 6.17s\n44:\tlearn: 0.5132862\ttotal: 1.09s\tremaining: 6.17s\n45:\tlearn: 0.5124954\ttotal: 1.11s\tremaining: 6.14s\n46:\tlearn: 0.5117434\ttotal: 1.14s\tremaining: 6.12s\n47:\tlearn: 0.5110024\ttotal: 1.16s\tremaining: 6.09s\n48:\tlearn: 0.5103501\ttotal: 1.19s\tremaining: 6.09s\n49:\tlearn: 0.5097214\ttotal: 1.21s\tremaining: 6.06s\n50:\tlearn: 0.5091788\ttotal: 1.24s\tremaining: 6.04s\n51:\tlearn: 0.5085945\ttotal: 1.26s\tremaining: 6.02s\n52:\tlearn: 0.5080399\ttotal: 1.28s\tremaining: 5.99s\n53:\tlearn: 0.5075589\ttotal: 1.31s\tremaining: 5.97s\n54:\tlearn: 0.5070344\ttotal: 1.33s\tremaining: 5.94s\n55:\tlearn: 0.5065515\ttotal: 1.36s\tremaining: 5.92s\n56:\tlearn: 0.5061006\ttotal: 1.38s\tremaining: 5.88s\n57:\tlearn: 0.5056218\ttotal: 1.4s\tremaining: 5.84s\n58:\tlearn: 0.5052429\ttotal: 1.42s\tremaining: 5.81s\n59:\tlearn: 0.5049356\ttotal: 1.45s\tremaining: 5.8s\n60:\tlearn: 0.5045845\ttotal: 1.48s\tremaining: 5.79s\n61:\tlearn: 0.5042482\ttotal: 1.5s\tremaining: 5.77s\n62:\tlearn: 0.5039600\ttotal: 1.52s\tremaining: 5.73s\n63:\tlearn: 0.5036044\ttotal: 1.54s\tremaining: 5.7s\n64:\tlearn: 0.5032968\ttotal: 1.57s\tremaining: 5.68s\n65:\tlearn: 0.5030069\ttotal: 1.59s\tremaining: 5.65s\n66:\tlearn: 0.5026763\ttotal: 1.61s\tremaining: 5.62s\n67:\tlearn: 0.5023982\ttotal: 1.64s\tremaining: 5.58s\n68:\tlearn: 0.5021080\ttotal: 1.66s\tremaining: 5.57s\n69:\tlearn: 0.5018215\ttotal: 1.69s\tremaining: 5.56s\n70:\tlearn: 0.5015033\ttotal: 1.72s\tremaining: 5.55s\n71:\tlearn: 0.5012379\ttotal: 1.75s\tremaining: 5.54s\n72:\tlearn: 0.5009546\ttotal: 1.77s\tremaining: 5.52s\n73:\tlearn: 0.5006809\ttotal: 1.8s\tremaining: 5.5s\n74:\tlearn: 0.5004535\ttotal: 1.82s\tremaining: 5.46s\n75:\tlearn: 0.5002807\ttotal: 1.84s\tremaining: 5.43s\n76:\tlearn: 0.5000770\ttotal: 1.86s\tremaining: 5.4s\n77:\tlearn: 0.4998584\ttotal: 1.89s\tremaining: 5.38s\n78:\tlearn: 0.4996952\ttotal: 1.91s\tremaining: 5.36s\n79:\tlearn: 0.4995325\ttotal: 1.94s\tremaining: 5.34s\n80:\tlearn: 0.4993129\ttotal: 1.97s\tremaining: 5.33s\n81:\tlearn: 0.4991289\ttotal: 2s\tremaining: 5.3s\n82:\tlearn: 0.4989546\ttotal: 2.02s\tremaining: 5.28s\n83:\tlearn: 0.4988067\ttotal: 2.04s\tremaining: 5.25s\n84:\tlearn: 0.4985891\ttotal: 2.06s\tremaining: 5.21s\n85:\tlearn: 0.4984309\ttotal: 2.08s\tremaining: 5.17s\n86:\tlearn: 0.4982828\ttotal: 2.1s\tremaining: 5.14s\n87:\tlearn: 0.4981392\ttotal: 2.12s\tremaining: 5.11s\n88:\tlearn: 0.4979647\ttotal: 2.15s\tremaining: 5.1s\n89:\tlearn: 0.4978005\ttotal: 2.17s\tremaining: 5.07s\n90:\tlearn: 0.4976668\ttotal: 2.2s\tremaining: 5.04s\n91:\tlearn: 0.4975151\ttotal: 2.22s\tremaining: 5.02s\n92:\tlearn: 0.4973495\ttotal: 2.24s\tremaining: 4.99s\n93:\tlearn: 0.4972236\ttotal: 2.26s\tremaining: 4.96s\n94:\tlearn: 0.4971127\ttotal: 2.29s\tremaining: 4.93s\n95:\tlearn: 0.4969600\ttotal: 2.31s\tremaining: 4.92s\n96:\tlearn: 0.4968170\ttotal: 2.35s\tremaining: 4.91s\n97:\tlearn: 0.4967395\ttotal: 2.37s\tremaining: 4.88s\n98:\tlearn: 0.4966114\ttotal: 2.39s\tremaining: 4.85s\n99:\tlearn: 0.4965162\ttotal: 2.41s\tremaining: 4.81s\n100:\tlearn: 0.4963954\ttotal: 2.43s\tremaining: 4.79s\n101:\tlearn: 0.4962840\ttotal: 2.45s\tremaining: 4.76s\n102:\tlearn: 0.4961340\ttotal: 2.48s\tremaining: 4.74s\n103:\tlearn: 0.4960471\ttotal: 2.51s\tremaining: 4.73s\n104:\tlearn: 0.4959302\ttotal: 2.53s\tremaining: 4.7s\n105:\tlearn: 0.4958393\ttotal: 2.55s\tremaining: 4.67s\n106:\tlearn: 0.4957011\ttotal: 2.58s\tremaining: 4.65s\n107:\tlearn: 0.4955673\ttotal: 2.62s\tremaining: 4.66s\n108:\tlearn: 0.4954772\ttotal: 2.64s\tremaining: 4.63s\n109:\tlearn: 0.4953988\ttotal: 2.66s\tremaining: 4.6s\n110:\tlearn: 0.4953275\ttotal: 2.69s\tremaining: 4.57s\n111:\tlearn: 0.4952248\ttotal: 2.71s\tremaining: 4.54s\n112:\tlearn: 0.4951509\ttotal: 2.73s\tremaining: 4.52s\n113:\tlearn: 0.4950160\ttotal: 2.75s\tremaining: 4.49s\n114:\tlearn: 0.4949556\ttotal: 2.77s\tremaining: 4.46s\n115:\tlearn: 0.4948216\ttotal: 2.79s\tremaining: 4.43s\n116:\tlearn: 0.4946966\ttotal: 2.81s\tremaining: 4.4s\n117:\tlearn: 0.4945468\ttotal: 2.83s\tremaining: 4.37s\n118:\tlearn: 0.4944390\ttotal: 2.85s\tremaining: 4.34s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "119:\tlearn: 0.4943039\ttotal: 2.88s\tremaining: 4.32s\n120:\tlearn: 0.4941815\ttotal: 2.9s\tremaining: 4.29s\n121:\tlearn: 0.4940803\ttotal: 2.93s\tremaining: 4.27s\n122:\tlearn: 0.4940030\ttotal: 2.94s\tremaining: 4.24s\n123:\tlearn: 0.4938877\ttotal: 2.96s\tremaining: 4.21s\n124:\tlearn: 0.4937474\ttotal: 2.98s\tremaining: 4.17s\n125:\tlearn: 0.4936435\ttotal: 3s\tremaining: 4.15s\n126:\tlearn: 0.4935107\ttotal: 3.03s\tremaining: 4.12s\n127:\tlearn: 0.4934202\ttotal: 3.04s\tremaining: 4.09s\n128:\tlearn: 0.4933585\ttotal: 3.07s\tremaining: 4.07s\n129:\tlearn: 0.4932853\ttotal: 3.09s\tremaining: 4.04s\n130:\tlearn: 0.4932395\ttotal: 3.11s\tremaining: 4.01s\n131:\tlearn: 0.4931509\ttotal: 3.13s\tremaining: 3.98s\n132:\tlearn: 0.4930651\ttotal: 3.15s\tremaining: 3.95s\n133:\tlearn: 0.4930082\ttotal: 3.17s\tremaining: 3.92s\n134:\tlearn: 0.4929420\ttotal: 3.19s\tremaining: 3.89s\n135:\tlearn: 0.4928695\ttotal: 3.2s\tremaining: 3.86s\n136:\tlearn: 0.4927648\ttotal: 3.22s\tremaining: 3.83s\n137:\tlearn: 0.4926346\ttotal: 3.24s\tremaining: 3.81s\n138:\tlearn: 0.4925888\ttotal: 3.26s\tremaining: 3.78s\n139:\tlearn: 0.4924818\ttotal: 3.28s\tremaining: 3.75s\n140:\tlearn: 0.4924345\ttotal: 3.31s\tremaining: 3.73s\n141:\tlearn: 0.4923853\ttotal: 3.33s\tremaining: 3.7s\n142:\tlearn: 0.4923335\ttotal: 3.35s\tremaining: 3.67s\n143:\tlearn: 0.4922733\ttotal: 3.36s\tremaining: 3.64s\n144:\tlearn: 0.4921796\ttotal: 3.38s\tremaining: 3.62s\n145:\tlearn: 0.4921190\ttotal: 3.4s\tremaining: 3.59s\n146:\tlearn: 0.4920858\ttotal: 3.42s\tremaining: 3.56s\n147:\tlearn: 0.4920240\ttotal: 3.44s\tremaining: 3.53s\n148:\tlearn: 0.4919429\ttotal: 3.46s\tremaining: 3.51s\n149:\tlearn: 0.4918821\ttotal: 3.48s\tremaining: 3.48s\n150:\tlearn: 0.4918129\ttotal: 3.5s\tremaining: 3.45s\n151:\tlearn: 0.4917677\ttotal: 3.53s\tremaining: 3.43s\n152:\tlearn: 0.4916512\ttotal: 3.55s\tremaining: 3.41s\n153:\tlearn: 0.4915742\ttotal: 3.57s\tremaining: 3.39s\n154:\tlearn: 0.4915065\ttotal: 3.6s\tremaining: 3.36s\n155:\tlearn: 0.4913952\ttotal: 3.62s\tremaining: 3.34s\n156:\tlearn: 0.4913490\ttotal: 3.64s\tremaining: 3.32s\n157:\tlearn: 0.4912922\ttotal: 3.66s\tremaining: 3.29s\n158:\tlearn: 0.4912060\ttotal: 3.68s\tremaining: 3.26s\n159:\tlearn: 0.4911308\ttotal: 3.7s\tremaining: 3.24s\n160:\tlearn: 0.4910374\ttotal: 3.72s\tremaining: 3.21s\n161:\tlearn: 0.4909659\ttotal: 3.74s\tremaining: 3.19s\n162:\tlearn: 0.4909288\ttotal: 3.76s\tremaining: 3.16s\n163:\tlearn: 0.4908603\ttotal: 3.78s\tremaining: 3.14s\n164:\tlearn: 0.4908194\ttotal: 3.8s\tremaining: 3.11s\n165:\tlearn: 0.4907150\ttotal: 3.82s\tremaining: 3.08s\n166:\tlearn: 0.4906416\ttotal: 3.85s\tremaining: 3.06s\n167:\tlearn: 0.4905914\ttotal: 3.87s\tremaining: 3.04s\n168:\tlearn: 0.4905524\ttotal: 3.89s\tremaining: 3.02s\n169:\tlearn: 0.4904900\ttotal: 3.91s\tremaining: 2.99s\n170:\tlearn: 0.4903830\ttotal: 3.93s\tremaining: 2.97s\n171:\tlearn: 0.4903270\ttotal: 3.95s\tremaining: 2.94s\n172:\tlearn: 0.4902411\ttotal: 3.97s\tremaining: 2.91s\n173:\tlearn: 0.4901395\ttotal: 3.99s\tremaining: 2.89s\n174:\tlearn: 0.4900570\ttotal: 4.01s\tremaining: 2.86s\n175:\tlearn: 0.4899839\ttotal: 4.03s\tremaining: 2.84s\n176:\tlearn: 0.4899181\ttotal: 4.05s\tremaining: 2.81s\n177:\tlearn: 0.4898855\ttotal: 4.07s\tremaining: 2.79s\n178:\tlearn: 0.4898390\ttotal: 4.09s\tremaining: 2.77s\n179:\tlearn: 0.4898057\ttotal: 4.11s\tremaining: 2.74s\n180:\tlearn: 0.4897159\ttotal: 4.13s\tremaining: 2.71s\n181:\tlearn: 0.4896752\ttotal: 4.15s\tremaining: 2.69s\n182:\tlearn: 0.4895912\ttotal: 4.16s\tremaining: 2.66s\n183:\tlearn: 0.4895442\ttotal: 4.18s\tremaining: 2.64s\n184:\tlearn: 0.4894802\ttotal: 4.2s\tremaining: 2.61s\n185:\tlearn: 0.4894014\ttotal: 4.22s\tremaining: 2.59s\n186:\tlearn: 0.4893570\ttotal: 4.24s\tremaining: 2.56s\n187:\tlearn: 0.4893077\ttotal: 4.26s\tremaining: 2.54s\n188:\tlearn: 0.4892230\ttotal: 4.28s\tremaining: 2.51s\n189:\tlearn: 0.4891428\ttotal: 4.3s\tremaining: 2.49s\n190:\tlearn: 0.4890627\ttotal: 4.33s\tremaining: 2.47s\n191:\tlearn: 0.4889674\ttotal: 4.35s\tremaining: 2.45s\n192:\tlearn: 0.4888961\ttotal: 4.38s\tremaining: 2.43s\n193:\tlearn: 0.4888767\ttotal: 4.4s\tremaining: 2.4s\n194:\tlearn: 0.4887940\ttotal: 4.42s\tremaining: 2.38s\n195:\tlearn: 0.4887292\ttotal: 4.45s\tremaining: 2.36s\n196:\tlearn: 0.4886200\ttotal: 4.46s\tremaining: 2.33s\n197:\tlearn: 0.4885558\ttotal: 4.49s\tremaining: 2.31s\n198:\tlearn: 0.4885007\ttotal: 4.51s\tremaining: 2.29s\n199:\tlearn: 0.4884708\ttotal: 4.53s\tremaining: 2.27s\n200:\tlearn: 0.4883805\ttotal: 4.56s\tremaining: 2.24s\n201:\tlearn: 0.4883227\ttotal: 4.58s\tremaining: 2.22s\n202:\tlearn: 0.4882489\ttotal: 4.6s\tremaining: 2.2s\n203:\tlearn: 0.4882220\ttotal: 4.62s\tremaining: 2.17s\n204:\tlearn: 0.4881805\ttotal: 4.65s\tremaining: 2.15s\n205:\tlearn: 0.4881228\ttotal: 4.67s\tremaining: 2.13s\n206:\tlearn: 0.4880592\ttotal: 4.69s\tremaining: 2.11s\n207:\tlearn: 0.4879843\ttotal: 4.71s\tremaining: 2.08s\n208:\tlearn: 0.4879540\ttotal: 4.73s\tremaining: 2.06s\n209:\tlearn: 0.4878945\ttotal: 4.75s\tremaining: 2.03s\n210:\tlearn: 0.4878542\ttotal: 4.77s\tremaining: 2.01s\n211:\tlearn: 0.4878146\ttotal: 4.79s\tremaining: 1.99s\n212:\tlearn: 0.4877816\ttotal: 4.8s\tremaining: 1.96s\n213:\tlearn: 0.4877430\ttotal: 4.84s\tremaining: 1.94s\n214:\tlearn: 0.4877100\ttotal: 4.86s\tremaining: 1.92s\n215:\tlearn: 0.4876613\ttotal: 4.87s\tremaining: 1.9s\n216:\tlearn: 0.4875779\ttotal: 4.89s\tremaining: 1.87s\n217:\tlearn: 0.4875042\ttotal: 4.91s\tremaining: 1.85s\n218:\tlearn: 0.4874650\ttotal: 4.94s\tremaining: 1.83s\n219:\tlearn: 0.4874193\ttotal: 4.96s\tremaining: 1.8s\n220:\tlearn: 0.4873800\ttotal: 4.98s\tremaining: 1.78s\n221:\tlearn: 0.4873554\ttotal: 5s\tremaining: 1.76s\n222:\tlearn: 0.4873075\ttotal: 5.02s\tremaining: 1.73s\n223:\tlearn: 0.4872634\ttotal: 5.04s\tremaining: 1.71s\n224:\tlearn: 0.4872397\ttotal: 5.06s\tremaining: 1.69s\n225:\tlearn: 0.4871711\ttotal: 5.08s\tremaining: 1.66s\n226:\tlearn: 0.4871274\ttotal: 5.1s\tremaining: 1.64s\n227:\tlearn: 0.4870686\ttotal: 5.12s\tremaining: 1.61s\n228:\tlearn: 0.4870449\ttotal: 5.14s\tremaining: 1.59s\n229:\tlearn: 0.4869830\ttotal: 5.16s\tremaining: 1.57s\n230:\tlearn: 0.4869259\ttotal: 5.18s\tremaining: 1.55s\n231:\tlearn: 0.4869029\ttotal: 5.2s\tremaining: 1.52s\n232:\tlearn: 0.4868785\ttotal: 5.22s\tremaining: 1.5s\n233:\tlearn: 0.4868314\ttotal: 5.25s\tremaining: 1.48s\n234:\tlearn: 0.4868065\ttotal: 5.27s\tremaining: 1.46s\n235:\tlearn: 0.4867295\ttotal: 5.29s\tremaining: 1.43s\n236:\tlearn: 0.4867106\ttotal: 5.31s\tremaining: 1.41s\n237:\tlearn: 0.4866700\ttotal: 5.33s\tremaining: 1.39s\n238:\tlearn: 0.4866470\ttotal: 5.35s\tremaining: 1.36s\n239:\tlearn: 0.4865790\ttotal: 5.37s\tremaining: 1.34s\n240:\tlearn: 0.4865417\ttotal: 5.39s\tremaining: 1.32s\n241:\tlearn: 0.4864995\ttotal: 5.41s\tremaining: 1.29s\n242:\tlearn: 0.4864541\ttotal: 5.43s\tremaining: 1.27s\n243:\tlearn: 0.4863743\ttotal: 5.45s\tremaining: 1.25s\n244:\tlearn: 0.4863281\ttotal: 5.47s\tremaining: 1.23s\n245:\tlearn: 0.4863075\ttotal: 5.49s\tremaining: 1.2s\n246:\tlearn: 0.4862879\ttotal: 5.51s\tremaining: 1.18s\n247:\tlearn: 0.4862014\ttotal: 5.54s\tremaining: 1.16s\n248:\tlearn: 0.4861602\ttotal: 5.56s\tremaining: 1.14s\n249:\tlearn: 0.4861347\ttotal: 5.58s\tremaining: 1.12s\n250:\tlearn: 0.4860499\ttotal: 5.6s\tremaining: 1.09s\n251:\tlearn: 0.4860067\ttotal: 5.63s\tremaining: 1.07s\n252:\tlearn: 0.4859619\ttotal: 5.65s\tremaining: 1.05s\n253:\tlearn: 0.4858902\ttotal: 5.67s\tremaining: 1.03s\n254:\tlearn: 0.4858209\ttotal: 5.69s\tremaining: 1s\n255:\tlearn: 0.4857784\ttotal: 5.71s\tremaining: 982ms\n256:\tlearn: 0.4857099\ttotal: 5.74s\tremaining: 960ms\n257:\tlearn: 0.4856303\ttotal: 5.76s\tremaining: 938ms\n258:\tlearn: 0.4855549\ttotal: 5.78s\tremaining: 915ms\n259:\tlearn: 0.4855278\ttotal: 5.8s\tremaining: 893ms\n260:\tlearn: 0.4854367\ttotal: 5.82s\tremaining: 870ms\n261:\tlearn: 0.4853931\ttotal: 5.84s\tremaining: 847ms\n262:\tlearn: 0.4853694\ttotal: 5.86s\tremaining: 824ms\n263:\tlearn: 0.4853344\ttotal: 5.88s\tremaining: 801ms\n264:\tlearn: 0.4853106\ttotal: 5.9s\tremaining: 779ms\n265:\tlearn: 0.4852571\ttotal: 5.92s\tremaining: 757ms\n266:\tlearn: 0.4852176\ttotal: 5.94s\tremaining: 735ms\n267:\tlearn: 0.4851993\ttotal: 5.96s\tremaining: 712ms\n268:\tlearn: 0.4851150\ttotal: 5.98s\tremaining: 689ms\n269:\tlearn: 0.4850416\ttotal: 6s\tremaining: 667ms\n270:\tlearn: 0.4850093\ttotal: 6.03s\tremaining: 645ms\n271:\tlearn: 0.4849691\ttotal: 6.05s\tremaining: 623ms\n272:\tlearn: 0.4849155\ttotal: 6.07s\tremaining: 600ms\n273:\tlearn: 0.4848793\ttotal: 6.09s\tremaining: 578ms\n274:\tlearn: 0.4848235\ttotal: 6.11s\tremaining: 556ms\n275:\tlearn: 0.4848019\ttotal: 6.14s\tremaining: 534ms\n276:\tlearn: 0.4847778\ttotal: 6.16s\tremaining: 511ms\n277:\tlearn: 0.4847499\ttotal: 6.18s\tremaining: 489ms\n278:\tlearn: 0.4847256\ttotal: 6.19s\tremaining: 466ms\n279:\tlearn: 0.4846769\ttotal: 6.21s\tremaining: 444ms\n280:\tlearn: 0.4846314\ttotal: 6.24s\tremaining: 422ms\n281:\tlearn: 0.4845851\ttotal: 6.26s\tremaining: 399ms\n282:\tlearn: 0.4845608\ttotal: 6.28s\tremaining: 377ms\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "283:\tlearn: 0.4845216\ttotal: 6.3s\tremaining: 355ms\n284:\tlearn: 0.4844433\ttotal: 6.32s\tremaining: 332ms\n285:\tlearn: 0.4844037\ttotal: 6.33s\tremaining: 310ms\n286:\tlearn: 0.4843541\ttotal: 6.35s\tremaining: 288ms\n287:\tlearn: 0.4843098\ttotal: 6.37s\tremaining: 266ms\n288:\tlearn: 0.4842777\ttotal: 6.39s\tremaining: 243ms\n289:\tlearn: 0.4842342\ttotal: 6.42s\tremaining: 221ms\n290:\tlearn: 0.4841751\ttotal: 6.44s\tremaining: 199ms\n291:\tlearn: 0.4841537\ttotal: 6.46s\tremaining: 177ms\n292:\tlearn: 0.4841262\ttotal: 6.48s\tremaining: 155ms\n293:\tlearn: 0.4841059\ttotal: 6.5s\tremaining: 133ms\n294:\tlearn: 0.4840621\ttotal: 6.52s\tremaining: 110ms\n295:\tlearn: 0.4840244\ttotal: 6.54s\tremaining: 88.4ms\n296:\tlearn: 0.4840003\ttotal: 6.56s\tremaining: 66.3ms\n297:\tlearn: 0.4839197\ttotal: 6.58s\tremaining: 44.2ms\n298:\tlearn: 0.4838656\ttotal: 6.6s\tremaining: 22.1ms\n299:\tlearn: 0.4838398\ttotal: 6.62s\tremaining: 0us\n0:\tlearn: 0.6553589\ttotal: 20.9ms\tremaining: 6.25s\n1:\tlearn: 0.6249653\ttotal: 39.3ms\tremaining: 5.85s\n2:\tlearn: 0.6007409\ttotal: 58.5ms\tremaining: 5.79s\n3:\tlearn: 0.5818907\ttotal: 78ms\tremaining: 5.77s\n4:\tlearn: 0.5661948\ttotal: 99.1ms\tremaining: 5.84s\n5:\tlearn: 0.5538308\ttotal: 118ms\tremaining: 5.8s\n6:\tlearn: 0.5441014\ttotal: 138ms\tremaining: 5.77s\n7:\tlearn: 0.5366043\ttotal: 160ms\tremaining: 5.83s\n8:\tlearn: 0.5296524\ttotal: 179ms\tremaining: 5.79s\n9:\tlearn: 0.5242752\ttotal: 198ms\tremaining: 5.76s\n10:\tlearn: 0.5201655\ttotal: 217ms\tremaining: 5.7s\n11:\tlearn: 0.5163689\ttotal: 239ms\tremaining: 5.73s\n12:\tlearn: 0.5130885\ttotal: 257ms\tremaining: 5.67s\n13:\tlearn: 0.5104678\ttotal: 275ms\tremaining: 5.63s\n14:\tlearn: 0.5084457\ttotal: 294ms\tremaining: 5.59s\n15:\tlearn: 0.5068405\ttotal: 317ms\tremaining: 5.62s\n16:\tlearn: 0.5053837\ttotal: 338ms\tremaining: 5.63s\n17:\tlearn: 0.5041385\ttotal: 357ms\tremaining: 5.59s\n18:\tlearn: 0.5032120\ttotal: 375ms\tremaining: 5.55s\n19:\tlearn: 0.5021059\ttotal: 394ms\tremaining: 5.51s\n20:\tlearn: 0.5011346\ttotal: 413ms\tremaining: 5.49s\n21:\tlearn: 0.5002714\ttotal: 435ms\tremaining: 5.5s\n22:\tlearn: 0.4997484\ttotal: 457ms\tremaining: 5.5s\n23:\tlearn: 0.4990077\ttotal: 478ms\tremaining: 5.5s\n24:\tlearn: 0.4985386\ttotal: 499ms\tremaining: 5.49s\n25:\tlearn: 0.4980361\ttotal: 524ms\tremaining: 5.52s\n26:\tlearn: 0.4974439\ttotal: 546ms\tremaining: 5.52s\n27:\tlearn: 0.4970462\ttotal: 563ms\tremaining: 5.47s\n28:\tlearn: 0.4967100\ttotal: 583ms\tremaining: 5.45s\n29:\tlearn: 0.4960963\ttotal: 603ms\tremaining: 5.42s\n30:\tlearn: 0.4955711\ttotal: 621ms\tremaining: 5.39s\n31:\tlearn: 0.4951652\ttotal: 639ms\tremaining: 5.35s\n32:\tlearn: 0.4948189\ttotal: 661ms\tremaining: 5.34s\n33:\tlearn: 0.4945294\ttotal: 685ms\tremaining: 5.36s\n34:\tlearn: 0.4941835\ttotal: 708ms\tremaining: 5.36s\n35:\tlearn: 0.4939349\ttotal: 727ms\tremaining: 5.33s\n36:\tlearn: 0.4937178\ttotal: 750ms\tremaining: 5.33s\n37:\tlearn: 0.4933754\ttotal: 770ms\tremaining: 5.31s\n38:\tlearn: 0.4931710\ttotal: 789ms\tremaining: 5.28s\n39:\tlearn: 0.4929896\ttotal: 815ms\tremaining: 5.3s\n40:\tlearn: 0.4928184\ttotal: 836ms\tremaining: 5.28s\n41:\tlearn: 0.4925999\ttotal: 859ms\tremaining: 5.28s\n42:\tlearn: 0.4923503\ttotal: 882ms\tremaining: 5.27s\n43:\tlearn: 0.4919773\ttotal: 905ms\tremaining: 5.27s\n44:\tlearn: 0.4917656\ttotal: 925ms\tremaining: 5.24s\n45:\tlearn: 0.4914234\ttotal: 945ms\tremaining: 5.22s\n46:\tlearn: 0.4912026\ttotal: 968ms\tremaining: 5.21s\n47:\tlearn: 0.4908597\ttotal: 991ms\tremaining: 5.2s\n48:\tlearn: 0.4904841\ttotal: 1.01s\tremaining: 5.2s\n49:\tlearn: 0.4903544\ttotal: 1.04s\tremaining: 5.18s\n50:\tlearn: 0.4900573\ttotal: 1.05s\tremaining: 5.15s\n51:\tlearn: 0.4899342\ttotal: 1.07s\tremaining: 5.13s\n52:\tlearn: 0.4896236\ttotal: 1.1s\tremaining: 5.12s\n53:\tlearn: 0.4894897\ttotal: 1.12s\tremaining: 5.1s\n54:\tlearn: 0.4893373\ttotal: 1.14s\tremaining: 5.07s\n55:\tlearn: 0.4891066\ttotal: 1.16s\tremaining: 5.06s\n56:\tlearn: 0.4888712\ttotal: 1.18s\tremaining: 5.02s\n57:\tlearn: 0.4886304\ttotal: 1.2s\tremaining: 4.99s\n58:\tlearn: 0.4883657\ttotal: 1.21s\tremaining: 4.96s\n59:\tlearn: 0.4882381\ttotal: 1.23s\tremaining: 4.93s\n60:\tlearn: 0.4880019\ttotal: 1.25s\tremaining: 4.91s\n61:\tlearn: 0.4876403\ttotal: 1.27s\tremaining: 4.88s\n62:\tlearn: 0.4873872\ttotal: 1.29s\tremaining: 4.87s\n63:\tlearn: 0.4872196\ttotal: 1.31s\tremaining: 4.84s\n64:\tlearn: 0.4870467\ttotal: 1.33s\tremaining: 4.81s\n65:\tlearn: 0.4868210\ttotal: 1.35s\tremaining: 4.79s\n66:\tlearn: 0.4866059\ttotal: 1.37s\tremaining: 4.76s\n67:\tlearn: 0.4865122\ttotal: 1.39s\tremaining: 4.74s\n68:\tlearn: 0.4863742\ttotal: 1.41s\tremaining: 4.72s\n69:\tlearn: 0.4861199\ttotal: 1.43s\tremaining: 4.7s\n70:\tlearn: 0.4859733\ttotal: 1.45s\tremaining: 4.68s\n71:\tlearn: 0.4857847\ttotal: 1.47s\tremaining: 4.65s\n72:\tlearn: 0.4856315\ttotal: 1.49s\tremaining: 4.63s\n73:\tlearn: 0.4855388\ttotal: 1.51s\tremaining: 4.62s\n74:\tlearn: 0.4853053\ttotal: 1.53s\tremaining: 4.59s\n75:\tlearn: 0.4851427\ttotal: 1.55s\tremaining: 4.57s\n76:\tlearn: 0.4850564\ttotal: 1.57s\tremaining: 4.55s\n77:\tlearn: 0.4849340\ttotal: 1.59s\tremaining: 4.53s\n78:\tlearn: 0.4847441\ttotal: 1.61s\tremaining: 4.5s\n79:\tlearn: 0.4845226\ttotal: 1.63s\tremaining: 4.48s\n80:\tlearn: 0.4844089\ttotal: 1.65s\tremaining: 4.47s\n81:\tlearn: 0.4843281\ttotal: 1.67s\tremaining: 4.45s\n82:\tlearn: 0.4842184\ttotal: 1.69s\tremaining: 4.43s\n83:\tlearn: 0.4841621\ttotal: 1.71s\tremaining: 4.41s\n84:\tlearn: 0.4839895\ttotal: 1.73s\tremaining: 4.39s\n85:\tlearn: 0.4837947\ttotal: 1.76s\tremaining: 4.37s\n86:\tlearn: 0.4836716\ttotal: 1.78s\tremaining: 4.35s\n87:\tlearn: 0.4835414\ttotal: 1.8s\tremaining: 4.33s\n88:\tlearn: 0.4834390\ttotal: 1.82s\tremaining: 4.33s\n89:\tlearn: 0.4833287\ttotal: 1.85s\tremaining: 4.32s\n90:\tlearn: 0.4832721\ttotal: 1.88s\tremaining: 4.31s\n91:\tlearn: 0.4831738\ttotal: 1.9s\tremaining: 4.3s\n92:\tlearn: 0.4831135\ttotal: 1.92s\tremaining: 4.28s\n93:\tlearn: 0.4830645\ttotal: 1.95s\tremaining: 4.26s\n94:\tlearn: 0.4828277\ttotal: 1.97s\tremaining: 4.26s\n95:\tlearn: 0.4825711\ttotal: 1.99s\tremaining: 4.24s\n96:\tlearn: 0.4824870\ttotal: 2.01s\tremaining: 4.21s\n97:\tlearn: 0.4824187\ttotal: 2.03s\tremaining: 4.19s\n98:\tlearn: 0.4822868\ttotal: 2.05s\tremaining: 4.17s\n99:\tlearn: 0.4820998\ttotal: 2.08s\tremaining: 4.16s\n100:\tlearn: 0.4819333\ttotal: 2.1s\tremaining: 4.13s\n101:\tlearn: 0.4816983\ttotal: 2.12s\tremaining: 4.12s\n102:\tlearn: 0.4814832\ttotal: 2.14s\tremaining: 4.09s\n103:\tlearn: 0.4814091\ttotal: 2.16s\tremaining: 4.07s\n104:\tlearn: 0.4812229\ttotal: 2.18s\tremaining: 4.04s\n105:\tlearn: 0.4811306\ttotal: 2.2s\tremaining: 4.02s\n106:\tlearn: 0.4810312\ttotal: 2.21s\tremaining: 3.99s\n107:\tlearn: 0.4809332\ttotal: 2.24s\tremaining: 3.98s\n108:\tlearn: 0.4808262\ttotal: 2.25s\tremaining: 3.95s\n109:\tlearn: 0.4807685\ttotal: 2.28s\tremaining: 3.93s\n110:\tlearn: 0.4805577\ttotal: 2.3s\tremaining: 3.92s\n111:\tlearn: 0.4803518\ttotal: 2.32s\tremaining: 3.89s\n112:\tlearn: 0.4802454\ttotal: 2.34s\tremaining: 3.87s\n113:\tlearn: 0.4801661\ttotal: 2.36s\tremaining: 3.85s\n114:\tlearn: 0.4801016\ttotal: 2.38s\tremaining: 3.83s\n115:\tlearn: 0.4800265\ttotal: 2.4s\tremaining: 3.8s\n116:\tlearn: 0.4799023\ttotal: 2.42s\tremaining: 3.78s\n117:\tlearn: 0.4798455\ttotal: 2.44s\tremaining: 3.76s\n118:\tlearn: 0.4795859\ttotal: 2.46s\tremaining: 3.74s\n119:\tlearn: 0.4794533\ttotal: 2.48s\tremaining: 3.72s\n120:\tlearn: 0.4793917\ttotal: 2.5s\tremaining: 3.7s\n121:\tlearn: 0.4793160\ttotal: 2.52s\tremaining: 3.68s\n122:\tlearn: 0.4792009\ttotal: 2.54s\tremaining: 3.66s\n123:\tlearn: 0.4789469\ttotal: 2.56s\tremaining: 3.64s\n124:\tlearn: 0.4788820\ttotal: 2.58s\tremaining: 3.62s\n125:\tlearn: 0.4787896\ttotal: 2.61s\tremaining: 3.6s\n126:\tlearn: 0.4787356\ttotal: 2.63s\tremaining: 3.59s\n127:\tlearn: 0.4786173\ttotal: 2.66s\tremaining: 3.58s\n128:\tlearn: 0.4785406\ttotal: 2.68s\tremaining: 3.56s\n129:\tlearn: 0.4784199\ttotal: 2.7s\tremaining: 3.54s\n130:\tlearn: 0.4783190\ttotal: 2.73s\tremaining: 3.52s\n131:\tlearn: 0.4782648\ttotal: 2.75s\tremaining: 3.49s\n132:\tlearn: 0.4781607\ttotal: 2.77s\tremaining: 3.47s\n133:\tlearn: 0.4780068\ttotal: 2.79s\tremaining: 3.46s\n134:\tlearn: 0.4779085\ttotal: 2.81s\tremaining: 3.44s\n135:\tlearn: 0.4776992\ttotal: 2.85s\tremaining: 3.44s\n136:\tlearn: 0.4776573\ttotal: 2.88s\tremaining: 3.42s\n137:\tlearn: 0.4775816\ttotal: 2.89s\tremaining: 3.4s\n138:\tlearn: 0.4775312\ttotal: 2.92s\tremaining: 3.38s\n139:\tlearn: 0.4774379\ttotal: 2.94s\tremaining: 3.36s\n140:\tlearn: 0.4773358\ttotal: 2.97s\tremaining: 3.35s\n141:\tlearn: 0.4772610\ttotal: 2.99s\tremaining: 3.33s\n142:\tlearn: 0.4771434\ttotal: 3.01s\tremaining: 3.3s\n143:\tlearn: 0.4770759\ttotal: 3.03s\tremaining: 3.28s\n144:\tlearn: 0.4769242\ttotal: 3.05s\tremaining: 3.26s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "145:\tlearn: 0.4767992\ttotal: 3.08s\tremaining: 3.24s\n146:\tlearn: 0.4766831\ttotal: 3.1s\tremaining: 3.22s\n147:\tlearn: 0.4765600\ttotal: 3.12s\tremaining: 3.2s\n148:\tlearn: 0.4765156\ttotal: 3.14s\tremaining: 3.18s\n149:\tlearn: 0.4764495\ttotal: 3.16s\tremaining: 3.16s\n150:\tlearn: 0.4762348\ttotal: 3.18s\tremaining: 3.14s\n151:\tlearn: 0.4761294\ttotal: 3.2s\tremaining: 3.12s\n152:\tlearn: 0.4760534\ttotal: 3.23s\tremaining: 3.1s\n153:\tlearn: 0.4759773\ttotal: 3.25s\tremaining: 3.08s\n154:\tlearn: 0.4759294\ttotal: 3.27s\tremaining: 3.06s\n155:\tlearn: 0.4758625\ttotal: 3.29s\tremaining: 3.03s\n156:\tlearn: 0.4757251\ttotal: 3.31s\tremaining: 3.01s\n157:\tlearn: 0.4755989\ttotal: 3.33s\tremaining: 2.99s\n158:\tlearn: 0.4755357\ttotal: 3.35s\tremaining: 2.97s\n159:\tlearn: 0.4754748\ttotal: 3.37s\tremaining: 2.95s\n160:\tlearn: 0.4752501\ttotal: 3.39s\tremaining: 2.93s\n161:\tlearn: 0.4752121\ttotal: 3.41s\tremaining: 2.9s\n162:\tlearn: 0.4751011\ttotal: 3.44s\tremaining: 2.89s\n163:\tlearn: 0.4750574\ttotal: 3.46s\tremaining: 2.87s\n164:\tlearn: 0.4748840\ttotal: 3.48s\tremaining: 2.85s\n165:\tlearn: 0.4747841\ttotal: 3.51s\tremaining: 2.83s\n166:\tlearn: 0.4747006\ttotal: 3.53s\tremaining: 2.81s\n167:\tlearn: 0.4745686\ttotal: 3.55s\tremaining: 2.79s\n168:\tlearn: 0.4745357\ttotal: 3.57s\tremaining: 2.77s\n169:\tlearn: 0.4744601\ttotal: 3.59s\tremaining: 2.75s\n170:\tlearn: 0.4743298\ttotal: 3.61s\tremaining: 2.73s\n171:\tlearn: 0.4742009\ttotal: 3.63s\tremaining: 2.7s\n172:\tlearn: 0.4741495\ttotal: 3.66s\tremaining: 2.68s\n173:\tlearn: 0.4740895\ttotal: 3.68s\tremaining: 2.66s\n174:\tlearn: 0.4740212\ttotal: 3.7s\tremaining: 2.64s\n175:\tlearn: 0.4739432\ttotal: 3.72s\tremaining: 2.62s\n176:\tlearn: 0.4739041\ttotal: 3.75s\tremaining: 2.6s\n177:\tlearn: 0.4738225\ttotal: 3.77s\tremaining: 2.58s\n178:\tlearn: 0.4737290\ttotal: 3.79s\tremaining: 2.56s\n179:\tlearn: 0.4736421\ttotal: 3.81s\tremaining: 2.54s\n180:\tlearn: 0.4734916\ttotal: 3.83s\tremaining: 2.52s\n181:\tlearn: 0.4733923\ttotal: 3.86s\tremaining: 2.5s\n182:\tlearn: 0.4732612\ttotal: 3.88s\tremaining: 2.48s\n183:\tlearn: 0.4731981\ttotal: 3.91s\tremaining: 2.46s\n184:\tlearn: 0.4731310\ttotal: 3.93s\tremaining: 2.44s\n185:\tlearn: 0.4730259\ttotal: 3.95s\tremaining: 2.42s\n186:\tlearn: 0.4729480\ttotal: 3.98s\tremaining: 2.4s\n187:\tlearn: 0.4728977\ttotal: 4s\tremaining: 2.38s\n188:\tlearn: 0.4728589\ttotal: 4.02s\tremaining: 2.36s\n189:\tlearn: 0.4728002\ttotal: 4.05s\tremaining: 2.34s\n190:\tlearn: 0.4727360\ttotal: 4.07s\tremaining: 2.32s\n191:\tlearn: 0.4726286\ttotal: 4.09s\tremaining: 2.3s\n192:\tlearn: 0.4725760\ttotal: 4.11s\tremaining: 2.28s\n193:\tlearn: 0.4725321\ttotal: 4.13s\tremaining: 2.26s\n194:\tlearn: 0.4724783\ttotal: 4.15s\tremaining: 2.23s\n195:\tlearn: 0.4724363\ttotal: 4.17s\tremaining: 2.21s\n196:\tlearn: 0.4723341\ttotal: 4.2s\tremaining: 2.19s\n197:\tlearn: 0.4722171\ttotal: 4.22s\tremaining: 2.17s\n198:\tlearn: 0.4721340\ttotal: 4.24s\tremaining: 2.15s\n199:\tlearn: 0.4720088\ttotal: 4.26s\tremaining: 2.13s\n200:\tlearn: 0.4719148\ttotal: 4.29s\tremaining: 2.11s\n201:\tlearn: 0.4717926\ttotal: 4.31s\tremaining: 2.09s\n202:\tlearn: 0.4717547\ttotal: 4.33s\tremaining: 2.07s\n203:\tlearn: 0.4716115\ttotal: 4.35s\tremaining: 2.05s\n204:\tlearn: 0.4715514\ttotal: 4.37s\tremaining: 2.02s\n205:\tlearn: 0.4714656\ttotal: 4.4s\tremaining: 2.01s\n206:\tlearn: 0.4714375\ttotal: 4.42s\tremaining: 1.99s\n207:\tlearn: 0.4713715\ttotal: 4.44s\tremaining: 1.97s\n208:\tlearn: 0.4713121\ttotal: 4.46s\tremaining: 1.94s\n209:\tlearn: 0.4712253\ttotal: 4.48s\tremaining: 1.92s\n210:\tlearn: 0.4711574\ttotal: 4.5s\tremaining: 1.9s\n211:\tlearn: 0.4710946\ttotal: 4.53s\tremaining: 1.88s\n212:\tlearn: 0.4710136\ttotal: 4.54s\tremaining: 1.86s\n213:\tlearn: 0.4709681\ttotal: 4.57s\tremaining: 1.84s\n214:\tlearn: 0.4708902\ttotal: 4.59s\tremaining: 1.81s\n215:\tlearn: 0.4708392\ttotal: 4.61s\tremaining: 1.79s\n216:\tlearn: 0.4706997\ttotal: 4.63s\tremaining: 1.77s\n217:\tlearn: 0.4705989\ttotal: 4.65s\tremaining: 1.75s\n218:\tlearn: 0.4705398\ttotal: 4.67s\tremaining: 1.73s\n219:\tlearn: 0.4704695\ttotal: 4.69s\tremaining: 1.71s\n220:\tlearn: 0.4704038\ttotal: 4.71s\tremaining: 1.69s\n221:\tlearn: 0.4703389\ttotal: 4.74s\tremaining: 1.66s\n222:\tlearn: 0.4703081\ttotal: 4.76s\tremaining: 1.64s\n223:\tlearn: 0.4702672\ttotal: 4.78s\tremaining: 1.62s\n224:\tlearn: 0.4701774\ttotal: 4.8s\tremaining: 1.6s\n225:\tlearn: 0.4701358\ttotal: 4.82s\tremaining: 1.58s\n226:\tlearn: 0.4700562\ttotal: 4.84s\tremaining: 1.56s\n227:\tlearn: 0.4699362\ttotal: 4.87s\tremaining: 1.54s\n228:\tlearn: 0.4698570\ttotal: 4.89s\tremaining: 1.52s\n229:\tlearn: 0.4698031\ttotal: 4.91s\tremaining: 1.5s\n230:\tlearn: 0.4697719\ttotal: 4.93s\tremaining: 1.47s\n231:\tlearn: 0.4697034\ttotal: 4.96s\tremaining: 1.45s\n232:\tlearn: 0.4696719\ttotal: 4.98s\tremaining: 1.43s\n233:\tlearn: 0.4696335\ttotal: 5.01s\tremaining: 1.41s\n234:\tlearn: 0.4695546\ttotal: 5.03s\tremaining: 1.39s\n235:\tlearn: 0.4695261\ttotal: 5.06s\tremaining: 1.37s\n236:\tlearn: 0.4694720\ttotal: 5.08s\tremaining: 1.35s\n237:\tlearn: 0.4694099\ttotal: 5.1s\tremaining: 1.33s\n238:\tlearn: 0.4693647\ttotal: 5.12s\tremaining: 1.31s\n239:\tlearn: 0.4693262\ttotal: 5.15s\tremaining: 1.29s\n240:\tlearn: 0.4692797\ttotal: 5.17s\tremaining: 1.26s\n241:\tlearn: 0.4692214\ttotal: 5.19s\tremaining: 1.24s\n242:\tlearn: 0.4691547\ttotal: 5.22s\tremaining: 1.22s\n243:\tlearn: 0.4690968\ttotal: 5.25s\tremaining: 1.21s\n244:\tlearn: 0.4690485\ttotal: 5.28s\tremaining: 1.18s\n245:\tlearn: 0.4690058\ttotal: 5.3s\tremaining: 1.16s\n246:\tlearn: 0.4688939\ttotal: 5.33s\tremaining: 1.14s\n247:\tlearn: 0.4688305\ttotal: 5.34s\tremaining: 1.12s\n248:\tlearn: 0.4687735\ttotal: 5.37s\tremaining: 1.1s\n249:\tlearn: 0.4687035\ttotal: 5.39s\tremaining: 1.08s\n250:\tlearn: 0.4686484\ttotal: 5.41s\tremaining: 1.06s\n251:\tlearn: 0.4685530\ttotal: 5.43s\tremaining: 1.03s\n252:\tlearn: 0.4685299\ttotal: 5.46s\tremaining: 1.01s\n253:\tlearn: 0.4684984\ttotal: 5.49s\tremaining: 994ms\n254:\tlearn: 0.4684496\ttotal: 5.51s\tremaining: 973ms\n255:\tlearn: 0.4683910\ttotal: 5.54s\tremaining: 953ms\n256:\tlearn: 0.4683321\ttotal: 5.57s\tremaining: 931ms\n257:\tlearn: 0.4682544\ttotal: 5.59s\tremaining: 911ms\n258:\tlearn: 0.4682206\ttotal: 5.62s\tremaining: 890ms\n259:\tlearn: 0.4681546\ttotal: 5.65s\tremaining: 870ms\n260:\tlearn: 0.4681161\ttotal: 5.68s\tremaining: 849ms\n261:\tlearn: 0.4680731\ttotal: 5.7s\tremaining: 827ms\n262:\tlearn: 0.4679780\ttotal: 5.72s\tremaining: 805ms\n263:\tlearn: 0.4679196\ttotal: 5.74s\tremaining: 783ms\n264:\tlearn: 0.4678527\ttotal: 5.77s\tremaining: 762ms\n265:\tlearn: 0.4677706\ttotal: 5.79s\tremaining: 740ms\n266:\tlearn: 0.4677480\ttotal: 5.82s\tremaining: 720ms\n267:\tlearn: 0.4677012\ttotal: 5.85s\tremaining: 698ms\n268:\tlearn: 0.4676363\ttotal: 5.87s\tremaining: 677ms\n269:\tlearn: 0.4675866\ttotal: 5.9s\tremaining: 656ms\n270:\tlearn: 0.4675498\ttotal: 5.92s\tremaining: 634ms\n271:\tlearn: 0.4675036\ttotal: 5.95s\tremaining: 612ms\n272:\tlearn: 0.4674604\ttotal: 5.97s\tremaining: 590ms\n273:\tlearn: 0.4673709\ttotal: 5.99s\tremaining: 569ms\n274:\tlearn: 0.4673350\ttotal: 6.02s\tremaining: 547ms\n275:\tlearn: 0.4672756\ttotal: 6.04s\tremaining: 525ms\n276:\tlearn: 0.4672419\ttotal: 6.07s\tremaining: 504ms\n277:\tlearn: 0.4672160\ttotal: 6.09s\tremaining: 482ms\n278:\tlearn: 0.4671621\ttotal: 6.11s\tremaining: 460ms\n279:\tlearn: 0.4670904\ttotal: 6.13s\tremaining: 438ms\n280:\tlearn: 0.4670505\ttotal: 6.16s\tremaining: 416ms\n281:\tlearn: 0.4669850\ttotal: 6.18s\tremaining: 395ms\n282:\tlearn: 0.4669429\ttotal: 6.21s\tremaining: 373ms\n283:\tlearn: 0.4669082\ttotal: 6.23s\tremaining: 351ms\n284:\tlearn: 0.4668739\ttotal: 6.26s\tremaining: 329ms\n285:\tlearn: 0.4668280\ttotal: 6.28s\tremaining: 307ms\n286:\tlearn: 0.4667766\ttotal: 6.3s\tremaining: 285ms\n287:\tlearn: 0.4667453\ttotal: 6.32s\tremaining: 263ms\n288:\tlearn: 0.4666949\ttotal: 6.34s\tremaining: 241ms\n289:\tlearn: 0.4666268\ttotal: 6.37s\tremaining: 219ms\n290:\tlearn: 0.4665759\ttotal: 6.38s\tremaining: 197ms\n291:\tlearn: 0.4665196\ttotal: 6.4s\tremaining: 175ms\n292:\tlearn: 0.4664784\ttotal: 6.42s\tremaining: 153ms\n293:\tlearn: 0.4664209\ttotal: 6.45s\tremaining: 132ms\n294:\tlearn: 0.4663759\ttotal: 6.47s\tremaining: 110ms\n295:\tlearn: 0.4663516\ttotal: 6.49s\tremaining: 87.8ms\n296:\tlearn: 0.4663018\ttotal: 6.52s\tremaining: 65.8ms\n297:\tlearn: 0.4662389\ttotal: 6.54s\tremaining: 43.9ms\n298:\tlearn: 0.4661987\ttotal: 6.56s\tremaining: 21.9ms\n299:\tlearn: 0.4661372\ttotal: 6.58s\tremaining: 0us\n0:\tlearn: 0.6553534\ttotal: 25.2ms\tremaining: 7.55s\n1:\tlearn: 0.6248865\ttotal: 48.8ms\tremaining: 7.27s\n2:\tlearn: 0.6006660\ttotal: 73.6ms\tremaining: 7.29s\n3:\tlearn: 0.5817188\ttotal: 99.4ms\tremaining: 7.36s\n4:\tlearn: 0.5661952\ttotal: 123ms\tremaining: 7.25s\n5:\tlearn: 0.5537502\ttotal: 147ms\tremaining: 7.2s\n6:\tlearn: 0.5434015\ttotal: 172ms\tremaining: 7.19s\n7:\tlearn: 0.5353177\ttotal: 196ms\tremaining: 7.17s\n8:\tlearn: 0.5292461\ttotal: 218ms\tremaining: 7.05s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "9:\tlearn: 0.5240604\ttotal: 237ms\tremaining: 6.87s\n10:\tlearn: 0.5195859\ttotal: 255ms\tremaining: 6.7s\n11:\tlearn: 0.5163118\ttotal: 274ms\tremaining: 6.58s\n12:\tlearn: 0.5136008\ttotal: 296ms\tremaining: 6.53s\n13:\tlearn: 0.5112618\ttotal: 314ms\tremaining: 6.42s\n14:\tlearn: 0.5092603\ttotal: 341ms\tremaining: 6.48s\n15:\tlearn: 0.5071198\ttotal: 366ms\tremaining: 6.49s\n16:\tlearn: 0.5055626\ttotal: 384ms\tremaining: 6.39s\n17:\tlearn: 0.5042028\ttotal: 403ms\tremaining: 6.31s\n18:\tlearn: 0.5030441\ttotal: 427ms\tremaining: 6.31s\n19:\tlearn: 0.5021117\ttotal: 449ms\tremaining: 6.29s\n20:\tlearn: 0.5014562\ttotal: 474ms\tremaining: 6.3s\n21:\tlearn: 0.5007229\ttotal: 501ms\tremaining: 6.33s\n22:\tlearn: 0.5000087\ttotal: 522ms\tremaining: 6.28s\n23:\tlearn: 0.4994681\ttotal: 545ms\tremaining: 6.26s\n24:\tlearn: 0.4987509\ttotal: 565ms\tremaining: 6.22s\n25:\tlearn: 0.4982689\ttotal: 595ms\tremaining: 6.27s\n26:\tlearn: 0.4976629\ttotal: 619ms\tremaining: 6.26s\n27:\tlearn: 0.4972710\ttotal: 647ms\tremaining: 6.29s\n28:\tlearn: 0.4969747\ttotal: 674ms\tremaining: 6.3s\n29:\tlearn: 0.4966368\ttotal: 696ms\tremaining: 6.27s\n30:\tlearn: 0.4960715\ttotal: 718ms\tremaining: 6.23s\n31:\tlearn: 0.4956485\ttotal: 744ms\tremaining: 6.23s\n32:\tlearn: 0.4952978\ttotal: 766ms\tremaining: 6.2s\n33:\tlearn: 0.4950725\ttotal: 789ms\tremaining: 6.17s\n34:\tlearn: 0.4947074\ttotal: 811ms\tremaining: 6.14s\n35:\tlearn: 0.4944463\ttotal: 831ms\tremaining: 6.09s\n36:\tlearn: 0.4941022\ttotal: 851ms\tremaining: 6.05s\n37:\tlearn: 0.4938430\ttotal: 870ms\tremaining: 6s\n38:\tlearn: 0.4936033\ttotal: 892ms\tremaining: 5.97s\n39:\tlearn: 0.4933576\ttotal: 919ms\tremaining: 5.97s\n40:\tlearn: 0.4929348\ttotal: 942ms\tremaining: 5.95s\n41:\tlearn: 0.4925644\ttotal: 976ms\tremaining: 6s\n42:\tlearn: 0.4923252\ttotal: 999ms\tremaining: 5.97s\n43:\tlearn: 0.4920082\ttotal: 1.03s\tremaining: 6.01s\n44:\tlearn: 0.4918434\ttotal: 1.06s\tremaining: 6.02s\n45:\tlearn: 0.4916585\ttotal: 1.09s\tremaining: 6s\n46:\tlearn: 0.4914716\ttotal: 1.1s\tremaining: 5.95s\n47:\tlearn: 0.4913170\ttotal: 1.13s\tremaining: 5.92s\n48:\tlearn: 0.4911356\ttotal: 1.15s\tremaining: 5.89s\n49:\tlearn: 0.4909289\ttotal: 1.17s\tremaining: 5.87s\n50:\tlearn: 0.4907584\ttotal: 1.2s\tremaining: 5.86s\n51:\tlearn: 0.4905994\ttotal: 1.22s\tremaining: 5.81s\n52:\tlearn: 0.4902295\ttotal: 1.24s\tremaining: 5.79s\n53:\tlearn: 0.4901030\ttotal: 1.26s\tremaining: 5.75s\n54:\tlearn: 0.4899555\ttotal: 1.28s\tremaining: 5.71s\n55:\tlearn: 0.4897575\ttotal: 1.3s\tremaining: 5.68s\n56:\tlearn: 0.4894667\ttotal: 1.33s\tremaining: 5.66s\n57:\tlearn: 0.4891663\ttotal: 1.35s\tremaining: 5.64s\n58:\tlearn: 0.4888465\ttotal: 1.38s\tremaining: 5.63s\n59:\tlearn: 0.4887222\ttotal: 1.41s\tremaining: 5.64s\n60:\tlearn: 0.4884449\ttotal: 1.44s\tremaining: 5.64s\n61:\tlearn: 0.4883742\ttotal: 1.46s\tremaining: 5.61s\n62:\tlearn: 0.4882650\ttotal: 1.49s\tremaining: 5.6s\n63:\tlearn: 0.4881540\ttotal: 1.52s\tremaining: 5.61s\n64:\tlearn: 0.4879626\ttotal: 1.55s\tremaining: 5.62s\n65:\tlearn: 0.4876399\ttotal: 1.58s\tremaining: 5.62s\n66:\tlearn: 0.4873711\ttotal: 1.61s\tremaining: 5.61s\n67:\tlearn: 0.4872843\ttotal: 1.64s\tremaining: 5.58s\n68:\tlearn: 0.4871887\ttotal: 1.66s\tremaining: 5.55s\n69:\tlearn: 0.4870635\ttotal: 1.68s\tremaining: 5.52s\n70:\tlearn: 0.4867738\ttotal: 1.7s\tremaining: 5.49s\n71:\tlearn: 0.4865947\ttotal: 1.73s\tremaining: 5.46s\n72:\tlearn: 0.4864636\ttotal: 1.75s\tremaining: 5.44s\n73:\tlearn: 0.4863441\ttotal: 1.77s\tremaining: 5.42s\n74:\tlearn: 0.4861004\ttotal: 1.8s\tremaining: 5.4s\n75:\tlearn: 0.4859132\ttotal: 1.83s\tremaining: 5.38s\n76:\tlearn: 0.4857160\ttotal: 1.85s\tremaining: 5.37s\n77:\tlearn: 0.4855935\ttotal: 1.88s\tremaining: 5.34s\n78:\tlearn: 0.4855234\ttotal: 1.9s\tremaining: 5.32s\n79:\tlearn: 0.4854232\ttotal: 1.92s\tremaining: 5.29s\n80:\tlearn: 0.4853428\ttotal: 1.95s\tremaining: 5.27s\n81:\tlearn: 0.4852383\ttotal: 1.97s\tremaining: 5.24s\n82:\tlearn: 0.4851145\ttotal: 1.99s\tremaining: 5.21s\n83:\tlearn: 0.4850256\ttotal: 2.02s\tremaining: 5.18s\n84:\tlearn: 0.4848125\ttotal: 2.04s\tremaining: 5.16s\n85:\tlearn: 0.4845966\ttotal: 2.07s\tremaining: 5.14s\n86:\tlearn: 0.4845305\ttotal: 2.09s\tremaining: 5.12s\n87:\tlearn: 0.4844078\ttotal: 2.11s\tremaining: 5.09s\n88:\tlearn: 0.4843304\ttotal: 2.13s\tremaining: 5.06s\n89:\tlearn: 0.4840827\ttotal: 2.16s\tremaining: 5.03s\n90:\tlearn: 0.4839883\ttotal: 2.18s\tremaining: 5.02s\n91:\tlearn: 0.4838729\ttotal: 2.2s\tremaining: 4.98s\n92:\tlearn: 0.4836005\ttotal: 2.22s\tremaining: 4.94s\n93:\tlearn: 0.4834696\ttotal: 2.24s\tremaining: 4.91s\n94:\tlearn: 0.4834033\ttotal: 2.26s\tremaining: 4.88s\n95:\tlearn: 0.4832994\ttotal: 2.28s\tremaining: 4.85s\n96:\tlearn: 0.4832114\ttotal: 2.3s\tremaining: 4.81s\n97:\tlearn: 0.4830501\ttotal: 2.32s\tremaining: 4.78s\n98:\tlearn: 0.4829572\ttotal: 2.34s\tremaining: 4.74s\n99:\tlearn: 0.4827310\ttotal: 2.36s\tremaining: 4.72s\n100:\tlearn: 0.4826717\ttotal: 2.38s\tremaining: 4.68s\n101:\tlearn: 0.4824118\ttotal: 2.4s\tremaining: 4.66s\n102:\tlearn: 0.4823109\ttotal: 2.42s\tremaining: 4.62s\n103:\tlearn: 0.4822464\ttotal: 2.44s\tremaining: 4.59s\n104:\tlearn: 0.4821516\ttotal: 2.46s\tremaining: 4.56s\n105:\tlearn: 0.4820849\ttotal: 2.47s\tremaining: 4.53s\n106:\tlearn: 0.4820055\ttotal: 2.49s\tremaining: 4.5s\n107:\tlearn: 0.4818136\ttotal: 2.51s\tremaining: 4.47s\n108:\tlearn: 0.4817617\ttotal: 2.54s\tremaining: 4.44s\n109:\tlearn: 0.4815787\ttotal: 2.55s\tremaining: 4.41s\n110:\tlearn: 0.4814605\ttotal: 2.57s\tremaining: 4.38s\n111:\tlearn: 0.4812160\ttotal: 2.6s\tremaining: 4.36s\n112:\tlearn: 0.4811457\ttotal: 2.62s\tremaining: 4.33s\n113:\tlearn: 0.4810457\ttotal: 2.63s\tremaining: 4.3s\n114:\tlearn: 0.4809904\ttotal: 2.66s\tremaining: 4.29s\n115:\tlearn: 0.4807709\ttotal: 2.69s\tremaining: 4.27s\n116:\tlearn: 0.4806477\ttotal: 2.72s\tremaining: 4.26s\n117:\tlearn: 0.4805362\ttotal: 2.75s\tremaining: 4.24s\n118:\tlearn: 0.4804608\ttotal: 2.77s\tremaining: 4.22s\n119:\tlearn: 0.4802702\ttotal: 2.8s\tremaining: 4.19s\n120:\tlearn: 0.4800887\ttotal: 2.82s\tremaining: 4.17s\n121:\tlearn: 0.4799981\ttotal: 2.84s\tremaining: 4.14s\n122:\tlearn: 0.4798207\ttotal: 2.86s\tremaining: 4.12s\n123:\tlearn: 0.4797274\ttotal: 2.88s\tremaining: 4.09s\n124:\tlearn: 0.4796442\ttotal: 2.9s\tremaining: 4.06s\n125:\tlearn: 0.4795925\ttotal: 2.92s\tremaining: 4.04s\n126:\tlearn: 0.4795172\ttotal: 2.94s\tremaining: 4.01s\n127:\tlearn: 0.4794255\ttotal: 2.97s\tremaining: 3.99s\n128:\tlearn: 0.4793398\ttotal: 2.99s\tremaining: 3.97s\n129:\tlearn: 0.4791902\ttotal: 3.01s\tremaining: 3.94s\n130:\tlearn: 0.4790658\ttotal: 3.04s\tremaining: 3.92s\n131:\tlearn: 0.4789828\ttotal: 3.06s\tremaining: 3.9s\n132:\tlearn: 0.4788007\ttotal: 3.09s\tremaining: 3.88s\n133:\tlearn: 0.4785849\ttotal: 3.12s\tremaining: 3.86s\n134:\tlearn: 0.4785269\ttotal: 3.14s\tremaining: 3.84s\n135:\tlearn: 0.4783628\ttotal: 3.16s\tremaining: 3.81s\n136:\tlearn: 0.4782506\ttotal: 3.19s\tremaining: 3.79s\n137:\tlearn: 0.4782033\ttotal: 3.21s\tremaining: 3.77s\n138:\tlearn: 0.4781455\ttotal: 3.23s\tremaining: 3.75s\n139:\tlearn: 0.4780985\ttotal: 3.25s\tremaining: 3.72s\n140:\tlearn: 0.4779539\ttotal: 3.28s\tremaining: 3.69s\n141:\tlearn: 0.4778895\ttotal: 3.3s\tremaining: 3.67s\n142:\tlearn: 0.4777531\ttotal: 3.32s\tremaining: 3.65s\n143:\tlearn: 0.4776948\ttotal: 3.35s\tremaining: 3.63s\n144:\tlearn: 0.4776296\ttotal: 3.38s\tremaining: 3.61s\n145:\tlearn: 0.4774376\ttotal: 3.4s\tremaining: 3.59s\n146:\tlearn: 0.4773594\ttotal: 3.43s\tremaining: 3.57s\n147:\tlearn: 0.4772831\ttotal: 3.45s\tremaining: 3.55s\n148:\tlearn: 0.4771564\ttotal: 3.48s\tremaining: 3.52s\n149:\tlearn: 0.4770819\ttotal: 3.5s\tremaining: 3.5s\n150:\tlearn: 0.4769820\ttotal: 3.53s\tremaining: 3.48s\n151:\tlearn: 0.4767699\ttotal: 3.56s\tremaining: 3.46s\n152:\tlearn: 0.4767167\ttotal: 3.58s\tremaining: 3.44s\n153:\tlearn: 0.4765808\ttotal: 3.61s\tremaining: 3.42s\n154:\tlearn: 0.4764249\ttotal: 3.63s\tremaining: 3.39s\n155:\tlearn: 0.4763804\ttotal: 3.65s\tremaining: 3.37s\n156:\tlearn: 0.4763156\ttotal: 3.67s\tremaining: 3.34s\n157:\tlearn: 0.4761493\ttotal: 3.69s\tremaining: 3.31s\n158:\tlearn: 0.4760993\ttotal: 3.71s\tremaining: 3.29s\n159:\tlearn: 0.4760058\ttotal: 3.73s\tremaining: 3.26s\n160:\tlearn: 0.4759366\ttotal: 3.75s\tremaining: 3.23s\n161:\tlearn: 0.4758290\ttotal: 3.77s\tremaining: 3.21s\n162:\tlearn: 0.4757718\ttotal: 3.79s\tremaining: 3.18s\n163:\tlearn: 0.4756662\ttotal: 3.81s\tremaining: 3.15s\n164:\tlearn: 0.4755182\ttotal: 3.83s\tremaining: 3.13s\n165:\tlearn: 0.4754162\ttotal: 3.85s\tremaining: 3.11s\n166:\tlearn: 0.4752632\ttotal: 3.87s\tremaining: 3.08s\n167:\tlearn: 0.4751200\ttotal: 3.9s\tremaining: 3.06s\n168:\tlearn: 0.4750293\ttotal: 3.92s\tremaining: 3.04s\n169:\tlearn: 0.4749718\ttotal: 3.94s\tremaining: 3.01s\n170:\tlearn: 0.4748844\ttotal: 3.96s\tremaining: 2.99s\n171:\tlearn: 0.4748269\ttotal: 3.98s\tremaining: 2.96s\n172:\tlearn: 0.4747443\ttotal: 4s\tremaining: 2.94s\n173:\tlearn: 0.4746206\ttotal: 4.03s\tremaining: 2.92s\n174:\tlearn: 0.4745481\ttotal: 4.05s\tremaining: 2.89s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "175:\tlearn: 0.4744626\ttotal: 4.08s\tremaining: 2.87s\n176:\tlearn: 0.4743276\ttotal: 4.1s\tremaining: 2.85s\n177:\tlearn: 0.4742091\ttotal: 4.13s\tremaining: 2.83s\n178:\tlearn: 0.4741396\ttotal: 4.15s\tremaining: 2.81s\n179:\tlearn: 0.4740588\ttotal: 4.17s\tremaining: 2.78s\n180:\tlearn: 0.4739240\ttotal: 4.2s\tremaining: 2.76s\n181:\tlearn: 0.4738839\ttotal: 4.21s\tremaining: 2.73s\n182:\tlearn: 0.4738361\ttotal: 4.24s\tremaining: 2.71s\n183:\tlearn: 0.4737821\ttotal: 4.26s\tremaining: 2.69s\n184:\tlearn: 0.4736529\ttotal: 4.29s\tremaining: 2.66s\n185:\tlearn: 0.4736158\ttotal: 4.31s\tremaining: 2.64s\n186:\tlearn: 0.4735583\ttotal: 4.34s\tremaining: 2.62s\n187:\tlearn: 0.4735186\ttotal: 4.36s\tremaining: 2.6s\n188:\tlearn: 0.4734742\ttotal: 4.39s\tremaining: 2.58s\n189:\tlearn: 0.4734336\ttotal: 4.42s\tremaining: 2.56s\n190:\tlearn: 0.4733330\ttotal: 4.44s\tremaining: 2.53s\n191:\tlearn: 0.4732121\ttotal: 4.47s\tremaining: 2.51s\n192:\tlearn: 0.4731495\ttotal: 4.5s\tremaining: 2.49s\n193:\tlearn: 0.4731021\ttotal: 4.52s\tremaining: 2.47s\n194:\tlearn: 0.4730532\ttotal: 4.54s\tremaining: 2.45s\n195:\tlearn: 0.4729534\ttotal: 4.57s\tremaining: 2.43s\n196:\tlearn: 0.4729158\ttotal: 4.59s\tremaining: 2.4s\n197:\tlearn: 0.4728732\ttotal: 4.62s\tremaining: 2.38s\n198:\tlearn: 0.4727460\ttotal: 4.63s\tremaining: 2.35s\n199:\tlearn: 0.4726887\ttotal: 4.66s\tremaining: 2.33s\n200:\tlearn: 0.4726022\ttotal: 4.68s\tremaining: 2.3s\n201:\tlearn: 0.4725193\ttotal: 4.7s\tremaining: 2.28s\n202:\tlearn: 0.4724230\ttotal: 4.72s\tremaining: 2.25s\n203:\tlearn: 0.4723776\ttotal: 4.74s\tremaining: 2.23s\n204:\tlearn: 0.4723283\ttotal: 4.76s\tremaining: 2.2s\n205:\tlearn: 0.4722320\ttotal: 4.78s\tremaining: 2.18s\n206:\tlearn: 0.4722009\ttotal: 4.8s\tremaining: 2.16s\n207:\tlearn: 0.4721053\ttotal: 4.83s\tremaining: 2.13s\n208:\tlearn: 0.4720489\ttotal: 4.85s\tremaining: 2.11s\n209:\tlearn: 0.4720047\ttotal: 4.87s\tremaining: 2.09s\n210:\tlearn: 0.4718987\ttotal: 4.89s\tremaining: 2.06s\n211:\tlearn: 0.4718188\ttotal: 4.91s\tremaining: 2.04s\n212:\tlearn: 0.4717115\ttotal: 4.94s\tremaining: 2.02s\n213:\tlearn: 0.4716240\ttotal: 4.96s\tremaining: 1.99s\n214:\tlearn: 0.4715683\ttotal: 4.98s\tremaining: 1.97s\n215:\tlearn: 0.4714833\ttotal: 5s\tremaining: 1.95s\n216:\tlearn: 0.4714054\ttotal: 5.02s\tremaining: 1.92s\n217:\tlearn: 0.4713735\ttotal: 5.04s\tremaining: 1.9s\n218:\tlearn: 0.4712881\ttotal: 5.07s\tremaining: 1.88s\n219:\tlearn: 0.4712295\ttotal: 5.1s\tremaining: 1.85s\n220:\tlearn: 0.4711959\ttotal: 5.13s\tremaining: 1.83s\n221:\tlearn: 0.4711158\ttotal: 5.16s\tremaining: 1.81s\n222:\tlearn: 0.4709940\ttotal: 5.19s\tremaining: 1.79s\n223:\tlearn: 0.4709601\ttotal: 5.22s\tremaining: 1.77s\n224:\tlearn: 0.4709020\ttotal: 5.25s\tremaining: 1.75s\n225:\tlearn: 0.4708408\ttotal: 5.28s\tremaining: 1.73s\n226:\tlearn: 0.4708170\ttotal: 5.29s\tremaining: 1.7s\n227:\tlearn: 0.4707856\ttotal: 5.32s\tremaining: 1.68s\n228:\tlearn: 0.4707479\ttotal: 5.34s\tremaining: 1.65s\n229:\tlearn: 0.4706900\ttotal: 5.36s\tremaining: 1.63s\n230:\tlearn: 0.4706180\ttotal: 5.38s\tremaining: 1.61s\n231:\tlearn: 0.4705863\ttotal: 5.4s\tremaining: 1.58s\n232:\tlearn: 0.4704892\ttotal: 5.42s\tremaining: 1.56s\n233:\tlearn: 0.4704396\ttotal: 5.44s\tremaining: 1.53s\n234:\tlearn: 0.4703524\ttotal: 5.46s\tremaining: 1.51s\n235:\tlearn: 0.4702951\ttotal: 5.49s\tremaining: 1.49s\n236:\tlearn: 0.4701935\ttotal: 5.51s\tremaining: 1.47s\n237:\tlearn: 0.4701161\ttotal: 5.54s\tremaining: 1.44s\n238:\tlearn: 0.4700748\ttotal: 5.56s\tremaining: 1.42s\n239:\tlearn: 0.4700420\ttotal: 5.58s\tremaining: 1.4s\n240:\tlearn: 0.4699622\ttotal: 5.6s\tremaining: 1.37s\n241:\tlearn: 0.4698594\ttotal: 5.62s\tremaining: 1.35s\n242:\tlearn: 0.4697749\ttotal: 5.64s\tremaining: 1.32s\n243:\tlearn: 0.4697077\ttotal: 5.66s\tremaining: 1.3s\n244:\tlearn: 0.4696240\ttotal: 5.68s\tremaining: 1.27s\n245:\tlearn: 0.4695577\ttotal: 5.7s\tremaining: 1.25s\n246:\tlearn: 0.4695098\ttotal: 5.71s\tremaining: 1.23s\n247:\tlearn: 0.4694628\ttotal: 5.74s\tremaining: 1.2s\n248:\tlearn: 0.4694183\ttotal: 5.77s\tremaining: 1.18s\n249:\tlearn: 0.4693944\ttotal: 5.8s\tremaining: 1.16s\n250:\tlearn: 0.4693528\ttotal: 5.82s\tremaining: 1.14s\n251:\tlearn: 0.4692798\ttotal: 5.84s\tremaining: 1.11s\n252:\tlearn: 0.4692070\ttotal: 5.88s\tremaining: 1.09s\n253:\tlearn: 0.4691684\ttotal: 5.91s\tremaining: 1.07s\n254:\tlearn: 0.4690952\ttotal: 5.93s\tremaining: 1.05s\n255:\tlearn: 0.4690526\ttotal: 5.96s\tremaining: 1.02s\n256:\tlearn: 0.4690020\ttotal: 5.99s\tremaining: 1s\n257:\tlearn: 0.4689519\ttotal: 6.01s\tremaining: 978ms\n258:\tlearn: 0.4688739\ttotal: 6.03s\tremaining: 954ms\n259:\tlearn: 0.4688438\ttotal: 6.04s\tremaining: 930ms\n260:\tlearn: 0.4688124\ttotal: 6.06s\tremaining: 906ms\n261:\tlearn: 0.4687893\ttotal: 6.09s\tremaining: 883ms\n262:\tlearn: 0.4687606\ttotal: 6.11s\tremaining: 859ms\n263:\tlearn: 0.4687213\ttotal: 6.13s\tremaining: 836ms\n264:\tlearn: 0.4686420\ttotal: 6.15s\tremaining: 812ms\n265:\tlearn: 0.4685605\ttotal: 6.17s\tremaining: 789ms\n266:\tlearn: 0.4685090\ttotal: 6.2s\tremaining: 766ms\n267:\tlearn: 0.4684456\ttotal: 6.22s\tremaining: 742ms\n268:\tlearn: 0.4684117\ttotal: 6.24s\tremaining: 719ms\n269:\tlearn: 0.4683548\ttotal: 6.27s\tremaining: 697ms\n270:\tlearn: 0.4682917\ttotal: 6.29s\tremaining: 673ms\n271:\tlearn: 0.4682337\ttotal: 6.31s\tremaining: 650ms\n272:\tlearn: 0.4681802\ttotal: 6.33s\tremaining: 626ms\n273:\tlearn: 0.4681338\ttotal: 6.36s\tremaining: 604ms\n274:\tlearn: 0.4681051\ttotal: 6.38s\tremaining: 581ms\n275:\tlearn: 0.4680346\ttotal: 6.41s\tremaining: 558ms\n276:\tlearn: 0.4679640\ttotal: 6.43s\tremaining: 534ms\n277:\tlearn: 0.4679114\ttotal: 6.46s\tremaining: 511ms\n278:\tlearn: 0.4678415\ttotal: 6.48s\tremaining: 488ms\n279:\tlearn: 0.4678149\ttotal: 6.5s\tremaining: 465ms\n280:\tlearn: 0.4677787\ttotal: 6.53s\tremaining: 442ms\n281:\tlearn: 0.4677447\ttotal: 6.56s\tremaining: 419ms\n282:\tlearn: 0.4676925\ttotal: 6.59s\tremaining: 396ms\n283:\tlearn: 0.4676659\ttotal: 6.62s\tremaining: 373ms\n284:\tlearn: 0.4676441\ttotal: 6.65s\tremaining: 350ms\n285:\tlearn: 0.4676018\ttotal: 6.67s\tremaining: 327ms\n286:\tlearn: 0.4675633\ttotal: 6.69s\tremaining: 303ms\n287:\tlearn: 0.4675403\ttotal: 6.71s\tremaining: 280ms\n288:\tlearn: 0.4674887\ttotal: 6.73s\tremaining: 256ms\n289:\tlearn: 0.4674251\ttotal: 6.75s\tremaining: 233ms\n290:\tlearn: 0.4673548\ttotal: 6.78s\tremaining: 210ms\n291:\tlearn: 0.4673259\ttotal: 6.8s\tremaining: 186ms\n292:\tlearn: 0.4672941\ttotal: 6.82s\tremaining: 163ms\n293:\tlearn: 0.4672028\ttotal: 6.85s\tremaining: 140ms\n294:\tlearn: 0.4671613\ttotal: 6.87s\tremaining: 117ms\n295:\tlearn: 0.4671313\ttotal: 6.9s\tremaining: 93.3ms\n296:\tlearn: 0.4670554\ttotal: 6.92s\tremaining: 70ms\n297:\tlearn: 0.4670163\ttotal: 6.95s\tremaining: 46.6ms\n298:\tlearn: 0.4669885\ttotal: 6.96s\tremaining: 23.3ms\n299:\tlearn: 0.4669559\ttotal: 6.99s\tremaining: 0us\n0:\tlearn: 0.6553434\ttotal: 21.5ms\tremaining: 6.42s\n1:\tlearn: 0.6247592\ttotal: 42ms\tremaining: 6.25s\n2:\tlearn: 0.6006385\ttotal: 62ms\tremaining: 6.13s\n3:\tlearn: 0.5815743\ttotal: 83.2ms\tremaining: 6.15s\n4:\tlearn: 0.5662447\ttotal: 103ms\tremaining: 6.07s\n5:\tlearn: 0.5538789\ttotal: 124ms\tremaining: 6.06s\n6:\tlearn: 0.5440139\ttotal: 142ms\tremaining: 5.95s\n7:\tlearn: 0.5357942\ttotal: 161ms\tremaining: 5.89s\n8:\tlearn: 0.5296119\ttotal: 180ms\tremaining: 5.82s\n9:\tlearn: 0.5249064\ttotal: 206ms\tremaining: 5.99s\n10:\tlearn: 0.5202172\ttotal: 233ms\tremaining: 6.11s\n11:\tlearn: 0.5167604\ttotal: 261ms\tremaining: 6.26s\n12:\tlearn: 0.5137036\ttotal: 282ms\tremaining: 6.22s\n13:\tlearn: 0.5110764\ttotal: 304ms\tremaining: 6.21s\n14:\tlearn: 0.5088572\ttotal: 323ms\tremaining: 6.13s\n15:\tlearn: 0.5073170\ttotal: 340ms\tremaining: 6.04s\n16:\tlearn: 0.5058987\ttotal: 360ms\tremaining: 6s\n17:\tlearn: 0.5047143\ttotal: 378ms\tremaining: 5.93s\n18:\tlearn: 0.5037638\ttotal: 397ms\tremaining: 5.88s\n19:\tlearn: 0.5027137\ttotal: 419ms\tremaining: 5.87s\n20:\tlearn: 0.5016845\ttotal: 438ms\tremaining: 5.82s\n21:\tlearn: 0.5009125\ttotal: 461ms\tremaining: 5.82s\n22:\tlearn: 0.5001604\ttotal: 479ms\tremaining: 5.77s\n23:\tlearn: 0.4996817\ttotal: 498ms\tremaining: 5.72s\n24:\tlearn: 0.4992726\ttotal: 519ms\tremaining: 5.71s\n25:\tlearn: 0.4988791\ttotal: 539ms\tremaining: 5.68s\n26:\tlearn: 0.4983167\ttotal: 561ms\tremaining: 5.67s\n27:\tlearn: 0.4980234\ttotal: 581ms\tremaining: 5.65s\n28:\tlearn: 0.4975014\ttotal: 614ms\tremaining: 5.74s\n29:\tlearn: 0.4971706\ttotal: 636ms\tremaining: 5.73s\n30:\tlearn: 0.4966003\ttotal: 662ms\tremaining: 5.75s\n31:\tlearn: 0.4961709\ttotal: 687ms\tremaining: 5.75s\n32:\tlearn: 0.4959626\ttotal: 712ms\tremaining: 5.76s\n33:\tlearn: 0.4955590\ttotal: 732ms\tremaining: 5.72s\n34:\tlearn: 0.4952305\ttotal: 759ms\tremaining: 5.75s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "35:\tlearn: 0.4948224\ttotal: 785ms\tremaining: 5.76s\n36:\tlearn: 0.4945578\ttotal: 811ms\tremaining: 5.76s\n37:\tlearn: 0.4941965\ttotal: 838ms\tremaining: 5.78s\n38:\tlearn: 0.4938362\ttotal: 863ms\tremaining: 5.78s\n39:\tlearn: 0.4936193\ttotal: 891ms\tremaining: 5.79s\n40:\tlearn: 0.4932989\ttotal: 924ms\tremaining: 5.83s\n41:\tlearn: 0.4929712\ttotal: 954ms\tremaining: 5.86s\n42:\tlearn: 0.4925452\ttotal: 980ms\tremaining: 5.86s\n43:\tlearn: 0.4924086\ttotal: 1.01s\tremaining: 5.88s\n44:\tlearn: 0.4921168\ttotal: 1.03s\tremaining: 5.84s\n45:\tlearn: 0.4919898\ttotal: 1.05s\tremaining: 5.8s\n46:\tlearn: 0.4916303\ttotal: 1.07s\tremaining: 5.78s\n47:\tlearn: 0.4914418\ttotal: 1.1s\tremaining: 5.76s\n48:\tlearn: 0.4913195\ttotal: 1.12s\tremaining: 5.74s\n49:\tlearn: 0.4910506\ttotal: 1.15s\tremaining: 5.73s\n50:\tlearn: 0.4908344\ttotal: 1.17s\tremaining: 5.7s\n51:\tlearn: 0.4907408\ttotal: 1.19s\tremaining: 5.66s\n52:\tlearn: 0.4905584\ttotal: 1.21s\tremaining: 5.64s\n53:\tlearn: 0.4902227\ttotal: 1.23s\tremaining: 5.61s\n54:\tlearn: 0.4899344\ttotal: 1.25s\tremaining: 5.58s\n55:\tlearn: 0.4896417\ttotal: 1.27s\tremaining: 5.54s\n56:\tlearn: 0.4893967\ttotal: 1.3s\tremaining: 5.53s\n57:\tlearn: 0.4892430\ttotal: 1.32s\tremaining: 5.5s\n58:\tlearn: 0.4890924\ttotal: 1.34s\tremaining: 5.48s\n59:\tlearn: 0.4889728\ttotal: 1.36s\tremaining: 5.45s\n60:\tlearn: 0.4888088\ttotal: 1.38s\tremaining: 5.42s\n61:\tlearn: 0.4887130\ttotal: 1.41s\tremaining: 5.39s\n62:\tlearn: 0.4885867\ttotal: 1.42s\tremaining: 5.35s\n63:\tlearn: 0.4884573\ttotal: 1.44s\tremaining: 5.33s\n64:\tlearn: 0.4883561\ttotal: 1.46s\tremaining: 5.29s\n65:\tlearn: 0.4880497\ttotal: 1.49s\tremaining: 5.27s\n66:\tlearn: 0.4879468\ttotal: 1.51s\tremaining: 5.27s\n67:\tlearn: 0.4878466\ttotal: 1.54s\tremaining: 5.25s\n68:\tlearn: 0.4877818\ttotal: 1.57s\tremaining: 5.25s\n69:\tlearn: 0.4876957\ttotal: 1.59s\tremaining: 5.24s\n70:\tlearn: 0.4875212\ttotal: 1.62s\tremaining: 5.22s\n71:\tlearn: 0.4874213\ttotal: 1.65s\tremaining: 5.22s\n72:\tlearn: 0.4871754\ttotal: 1.68s\tremaining: 5.21s\n73:\tlearn: 0.4869740\ttotal: 1.7s\tremaining: 5.18s\n74:\tlearn: 0.4868078\ttotal: 1.72s\tremaining: 5.15s\n75:\tlearn: 0.4867313\ttotal: 1.74s\tremaining: 5.12s\n76:\tlearn: 0.4864104\ttotal: 1.76s\tremaining: 5.1s\n77:\tlearn: 0.4863590\ttotal: 1.78s\tremaining: 5.08s\n78:\tlearn: 0.4861635\ttotal: 1.8s\tremaining: 5.05s\n79:\tlearn: 0.4860936\ttotal: 1.82s\tremaining: 5.02s\n80:\tlearn: 0.4859366\ttotal: 1.84s\tremaining: 4.99s\n81:\tlearn: 0.4858344\ttotal: 1.87s\tremaining: 4.98s\n82:\tlearn: 0.4855787\ttotal: 1.9s\tremaining: 4.97s\n83:\tlearn: 0.4854731\ttotal: 1.93s\tremaining: 4.96s\n84:\tlearn: 0.4853370\ttotal: 1.95s\tremaining: 4.93s\n85:\tlearn: 0.4850923\ttotal: 1.97s\tremaining: 4.89s\n86:\tlearn: 0.4849657\ttotal: 1.99s\tremaining: 4.87s\n87:\tlearn: 0.4846321\ttotal: 2.01s\tremaining: 4.84s\n88:\tlearn: 0.4845598\ttotal: 2.03s\tremaining: 4.82s\n89:\tlearn: 0.4844919\ttotal: 2.05s\tremaining: 4.79s\n90:\tlearn: 0.4843887\ttotal: 2.08s\tremaining: 4.77s\n91:\tlearn: 0.4841367\ttotal: 2.1s\tremaining: 4.74s\n92:\tlearn: 0.4838504\ttotal: 2.12s\tremaining: 4.72s\n93:\tlearn: 0.4835718\ttotal: 2.14s\tremaining: 4.69s\n94:\tlearn: 0.4833487\ttotal: 2.16s\tremaining: 4.67s\n95:\tlearn: 0.4831671\ttotal: 2.19s\tremaining: 4.64s\n96:\tlearn: 0.4828887\ttotal: 2.21s\tremaining: 4.63s\n97:\tlearn: 0.4828025\ttotal: 2.24s\tremaining: 4.61s\n98:\tlearn: 0.4826207\ttotal: 2.26s\tremaining: 4.58s\n99:\tlearn: 0.4824577\ttotal: 2.28s\tremaining: 4.55s\n100:\tlearn: 0.4822646\ttotal: 2.3s\tremaining: 4.53s\n101:\tlearn: 0.4821634\ttotal: 2.32s\tremaining: 4.51s\n102:\tlearn: 0.4820704\ttotal: 2.35s\tremaining: 4.49s\n103:\tlearn: 0.4819559\ttotal: 2.37s\tremaining: 4.46s\n104:\tlearn: 0.4818809\ttotal: 2.39s\tremaining: 4.43s\n105:\tlearn: 0.4818184\ttotal: 2.41s\tremaining: 4.41s\n106:\tlearn: 0.4816424\ttotal: 2.44s\tremaining: 4.39s\n107:\tlearn: 0.4815495\ttotal: 2.46s\tremaining: 4.37s\n108:\tlearn: 0.4814800\ttotal: 2.48s\tremaining: 4.34s\n109:\tlearn: 0.4813709\ttotal: 2.5s\tremaining: 4.31s\n110:\tlearn: 0.4813189\ttotal: 2.52s\tremaining: 4.29s\n111:\tlearn: 0.4811814\ttotal: 2.54s\tremaining: 4.27s\n112:\tlearn: 0.4810897\ttotal: 2.56s\tremaining: 4.24s\n113:\tlearn: 0.4809024\ttotal: 2.59s\tremaining: 4.22s\n114:\tlearn: 0.4808336\ttotal: 2.61s\tremaining: 4.2s\n115:\tlearn: 0.4807651\ttotal: 2.63s\tremaining: 4.17s\n116:\tlearn: 0.4807116\ttotal: 2.65s\tremaining: 4.14s\n117:\tlearn: 0.4805972\ttotal: 2.67s\tremaining: 4.12s\n118:\tlearn: 0.4805360\ttotal: 2.69s\tremaining: 4.1s\n119:\tlearn: 0.4804358\ttotal: 2.72s\tremaining: 4.08s\n120:\tlearn: 0.4802990\ttotal: 2.74s\tremaining: 4.06s\n121:\tlearn: 0.4801024\ttotal: 2.77s\tremaining: 4.04s\n122:\tlearn: 0.4799889\ttotal: 2.79s\tremaining: 4.02s\n123:\tlearn: 0.4799470\ttotal: 2.81s\tremaining: 3.99s\n124:\tlearn: 0.4798807\ttotal: 2.84s\tremaining: 3.97s\n125:\tlearn: 0.4798239\ttotal: 2.86s\tremaining: 3.95s\n126:\tlearn: 0.4797071\ttotal: 2.88s\tremaining: 3.92s\n127:\tlearn: 0.4796320\ttotal: 2.9s\tremaining: 3.9s\n128:\tlearn: 0.4795000\ttotal: 2.92s\tremaining: 3.87s\n129:\tlearn: 0.4793789\ttotal: 2.94s\tremaining: 3.85s\n130:\tlearn: 0.4793340\ttotal: 2.96s\tremaining: 3.82s\n131:\tlearn: 0.4791814\ttotal: 2.98s\tremaining: 3.8s\n132:\tlearn: 0.4790995\ttotal: 3s\tremaining: 3.77s\n133:\tlearn: 0.4789896\ttotal: 3.02s\tremaining: 3.74s\n134:\tlearn: 0.4789209\ttotal: 3.04s\tremaining: 3.72s\n135:\tlearn: 0.4788724\ttotal: 3.06s\tremaining: 3.69s\n136:\tlearn: 0.4788053\ttotal: 3.08s\tremaining: 3.67s\n137:\tlearn: 0.4785398\ttotal: 3.11s\tremaining: 3.65s\n138:\tlearn: 0.4783714\ttotal: 3.13s\tremaining: 3.63s\n139:\tlearn: 0.4782662\ttotal: 3.16s\tremaining: 3.61s\n140:\tlearn: 0.4780378\ttotal: 3.19s\tremaining: 3.6s\n141:\tlearn: 0.4779911\ttotal: 3.22s\tremaining: 3.58s\n142:\tlearn: 0.4778816\ttotal: 3.25s\tremaining: 3.57s\n143:\tlearn: 0.4777779\ttotal: 3.27s\tremaining: 3.55s\n144:\tlearn: 0.4776723\ttotal: 3.31s\tremaining: 3.53s\n145:\tlearn: 0.4775315\ttotal: 3.33s\tremaining: 3.51s\n146:\tlearn: 0.4773254\ttotal: 3.36s\tremaining: 3.49s\n147:\tlearn: 0.4772240\ttotal: 3.38s\tremaining: 3.47s\n148:\tlearn: 0.4771398\ttotal: 3.4s\tremaining: 3.44s\n149:\tlearn: 0.4770807\ttotal: 3.42s\tremaining: 3.42s\n150:\tlearn: 0.4770353\ttotal: 3.44s\tremaining: 3.4s\n151:\tlearn: 0.4768922\ttotal: 3.47s\tremaining: 3.38s\n152:\tlearn: 0.4767917\ttotal: 3.49s\tremaining: 3.35s\n153:\tlearn: 0.4767406\ttotal: 3.52s\tremaining: 3.33s\n154:\tlearn: 0.4766771\ttotal: 3.54s\tremaining: 3.31s\n155:\tlearn: 0.4766260\ttotal: 3.56s\tremaining: 3.29s\n156:\tlearn: 0.4764901\ttotal: 3.58s\tremaining: 3.27s\n157:\tlearn: 0.4763331\ttotal: 3.61s\tremaining: 3.24s\n158:\tlearn: 0.4762423\ttotal: 3.63s\tremaining: 3.22s\n159:\tlearn: 0.4760637\ttotal: 3.66s\tremaining: 3.21s\n160:\tlearn: 0.4759770\ttotal: 3.69s\tremaining: 3.19s\n161:\tlearn: 0.4758992\ttotal: 3.72s\tremaining: 3.17s\n162:\tlearn: 0.4757798\ttotal: 3.74s\tremaining: 3.14s\n163:\tlearn: 0.4757325\ttotal: 3.76s\tremaining: 3.12s\n164:\tlearn: 0.4755596\ttotal: 3.79s\tremaining: 3.1s\n165:\tlearn: 0.4755081\ttotal: 3.82s\tremaining: 3.08s\n166:\tlearn: 0.4754431\ttotal: 3.84s\tremaining: 3.06s\n167:\tlearn: 0.4753813\ttotal: 3.86s\tremaining: 3.04s\n168:\tlearn: 0.4752328\ttotal: 3.88s\tremaining: 3.01s\n169:\tlearn: 0.4751386\ttotal: 3.9s\tremaining: 2.99s\n170:\tlearn: 0.4750258\ttotal: 3.93s\tremaining: 2.96s\n171:\tlearn: 0.4748729\ttotal: 3.95s\tremaining: 2.94s\n172:\tlearn: 0.4748284\ttotal: 3.97s\tremaining: 2.92s\n173:\tlearn: 0.4747500\ttotal: 3.99s\tremaining: 2.89s\n174:\tlearn: 0.4746483\ttotal: 4.02s\tremaining: 2.87s\n175:\tlearn: 0.4745313\ttotal: 4.04s\tremaining: 2.85s\n176:\tlearn: 0.4744557\ttotal: 4.06s\tremaining: 2.82s\n177:\tlearn: 0.4744103\ttotal: 4.08s\tremaining: 2.8s\n178:\tlearn: 0.4742785\ttotal: 4.1s\tremaining: 2.77s\n179:\tlearn: 0.4742189\ttotal: 4.12s\tremaining: 2.74s\n180:\tlearn: 0.4741628\ttotal: 4.14s\tremaining: 2.72s\n181:\tlearn: 0.4740548\ttotal: 4.16s\tremaining: 2.7s\n182:\tlearn: 0.4739745\ttotal: 4.18s\tremaining: 2.67s\n183:\tlearn: 0.4738691\ttotal: 4.2s\tremaining: 2.65s\n184:\tlearn: 0.4738115\ttotal: 4.22s\tremaining: 2.62s\n185:\tlearn: 0.4736717\ttotal: 4.24s\tremaining: 2.6s\n186:\tlearn: 0.4735942\ttotal: 4.26s\tremaining: 2.58s\n187:\tlearn: 0.4735571\ttotal: 4.29s\tremaining: 2.55s\n188:\tlearn: 0.4734998\ttotal: 4.31s\tremaining: 2.53s\n189:\tlearn: 0.4733792\ttotal: 4.33s\tremaining: 2.51s\n190:\tlearn: 0.4733381\ttotal: 4.36s\tremaining: 2.49s\n191:\tlearn: 0.4732788\ttotal: 4.38s\tremaining: 2.47s\n192:\tlearn: 0.4732349\ttotal: 4.41s\tremaining: 2.45s\n193:\tlearn: 0.4731868\ttotal: 4.44s\tremaining: 2.42s\n194:\tlearn: 0.4730696\ttotal: 4.47s\tremaining: 2.41s\n195:\tlearn: 0.4730217\ttotal: 4.49s\tremaining: 2.38s\n196:\tlearn: 0.4729550\ttotal: 4.51s\tremaining: 2.36s\n197:\tlearn: 0.4728441\ttotal: 4.54s\tremaining: 2.34s\n198:\tlearn: 0.4727694\ttotal: 4.56s\tremaining: 2.32s\n199:\tlearn: 0.4726971\ttotal: 4.59s\tremaining: 2.3s\n200:\tlearn: 0.4726294\ttotal: 4.61s\tremaining: 2.27s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "201:\tlearn: 0.4724909\ttotal: 4.64s\tremaining: 2.25s\n202:\tlearn: 0.4724359\ttotal: 4.66s\tremaining: 2.23s\n203:\tlearn: 0.4723138\ttotal: 4.68s\tremaining: 2.2s\n204:\tlearn: 0.4722796\ttotal: 4.7s\tremaining: 2.18s\n205:\tlearn: 0.4721945\ttotal: 4.72s\tremaining: 2.15s\n206:\tlearn: 0.4721405\ttotal: 4.74s\tremaining: 2.13s\n207:\tlearn: 0.4720655\ttotal: 4.76s\tremaining: 2.1s\n208:\tlearn: 0.4719856\ttotal: 4.78s\tremaining: 2.08s\n209:\tlearn: 0.4718949\ttotal: 4.8s\tremaining: 2.06s\n210:\tlearn: 0.4718628\ttotal: 4.82s\tremaining: 2.03s\n211:\tlearn: 0.4718088\ttotal: 4.84s\tremaining: 2.01s\n212:\tlearn: 0.4717678\ttotal: 4.86s\tremaining: 1.98s\n213:\tlearn: 0.4717287\ttotal: 4.89s\tremaining: 1.96s\n214:\tlearn: 0.4716870\ttotal: 4.92s\tremaining: 1.94s\n215:\tlearn: 0.4716300\ttotal: 4.94s\tremaining: 1.92s\n216:\tlearn: 0.4715986\ttotal: 4.97s\tremaining: 1.9s\n217:\tlearn: 0.4715398\ttotal: 4.99s\tremaining: 1.88s\n218:\tlearn: 0.4714787\ttotal: 5.01s\tremaining: 1.85s\n219:\tlearn: 0.4714215\ttotal: 5.03s\tremaining: 1.83s\n220:\tlearn: 0.4713243\ttotal: 5.05s\tremaining: 1.81s\n221:\tlearn: 0.4712670\ttotal: 5.07s\tremaining: 1.78s\n222:\tlearn: 0.4712252\ttotal: 5.09s\tremaining: 1.76s\n223:\tlearn: 0.4711352\ttotal: 5.12s\tremaining: 1.74s\n224:\tlearn: 0.4710614\ttotal: 5.13s\tremaining: 1.71s\n225:\tlearn: 0.4710316\ttotal: 5.15s\tremaining: 1.69s\n226:\tlearn: 0.4710016\ttotal: 5.17s\tremaining: 1.66s\n227:\tlearn: 0.4709428\ttotal: 5.19s\tremaining: 1.64s\n228:\tlearn: 0.4708624\ttotal: 5.21s\tremaining: 1.62s\n229:\tlearn: 0.4707917\ttotal: 5.23s\tremaining: 1.59s\n230:\tlearn: 0.4707276\ttotal: 5.25s\tremaining: 1.57s\n231:\tlearn: 0.4706845\ttotal: 5.27s\tremaining: 1.54s\n232:\tlearn: 0.4706271\ttotal: 5.29s\tremaining: 1.52s\n233:\tlearn: 0.4705418\ttotal: 5.31s\tremaining: 1.5s\n234:\tlearn: 0.4705166\ttotal: 5.33s\tremaining: 1.48s\n235:\tlearn: 0.4704681\ttotal: 5.35s\tremaining: 1.45s\n236:\tlearn: 0.4703822\ttotal: 5.37s\tremaining: 1.43s\n237:\tlearn: 0.4703333\ttotal: 5.39s\tremaining: 1.41s\n238:\tlearn: 0.4702540\ttotal: 5.42s\tremaining: 1.38s\n239:\tlearn: 0.4702091\ttotal: 5.43s\tremaining: 1.36s\n240:\tlearn: 0.4701663\ttotal: 5.45s\tremaining: 1.33s\n241:\tlearn: 0.4701194\ttotal: 5.47s\tremaining: 1.31s\n242:\tlearn: 0.4700875\ttotal: 5.49s\tremaining: 1.29s\n243:\tlearn: 0.4700454\ttotal: 5.51s\tremaining: 1.26s\n244:\tlearn: 0.4699973\ttotal: 5.54s\tremaining: 1.24s\n245:\tlearn: 0.4699422\ttotal: 5.56s\tremaining: 1.22s\n246:\tlearn: 0.4699106\ttotal: 5.58s\tremaining: 1.2s\n247:\tlearn: 0.4698757\ttotal: 5.6s\tremaining: 1.17s\n248:\tlearn: 0.4698447\ttotal: 5.62s\tremaining: 1.15s\n249:\tlearn: 0.4697921\ttotal: 5.64s\tremaining: 1.13s\n250:\tlearn: 0.4697427\ttotal: 5.67s\tremaining: 1.11s\n251:\tlearn: 0.4696986\ttotal: 5.69s\tremaining: 1.08s\n252:\tlearn: 0.4696622\ttotal: 5.71s\tremaining: 1.06s\n253:\tlearn: 0.4696231\ttotal: 5.74s\tremaining: 1.04s\n254:\tlearn: 0.4695836\ttotal: 5.77s\tremaining: 1.02s\n255:\tlearn: 0.4695149\ttotal: 5.79s\tremaining: 995ms\n256:\tlearn: 0.4694822\ttotal: 5.81s\tremaining: 972ms\n257:\tlearn: 0.4694146\ttotal: 5.83s\tremaining: 950ms\n258:\tlearn: 0.4693114\ttotal: 5.85s\tremaining: 927ms\n259:\tlearn: 0.4692762\ttotal: 5.88s\tremaining: 904ms\n260:\tlearn: 0.4692528\ttotal: 5.91s\tremaining: 882ms\n261:\tlearn: 0.4691508\ttotal: 5.94s\tremaining: 861ms\n262:\tlearn: 0.4690724\ttotal: 5.96s\tremaining: 839ms\n263:\tlearn: 0.4690112\ttotal: 5.99s\tremaining: 816ms\n264:\tlearn: 0.4689289\ttotal: 6.01s\tremaining: 794ms\n265:\tlearn: 0.4688973\ttotal: 6.03s\tremaining: 771ms\n266:\tlearn: 0.4688581\ttotal: 6.06s\tremaining: 749ms\n267:\tlearn: 0.4687997\ttotal: 6.08s\tremaining: 726ms\n268:\tlearn: 0.4687751\ttotal: 6.1s\tremaining: 703ms\n269:\tlearn: 0.4687159\ttotal: 6.12s\tremaining: 680ms\n270:\tlearn: 0.4686281\ttotal: 6.13s\tremaining: 657ms\n271:\tlearn: 0.4685777\ttotal: 6.16s\tremaining: 634ms\n272:\tlearn: 0.4685317\ttotal: 6.18s\tremaining: 611ms\n273:\tlearn: 0.4684570\ttotal: 6.2s\tremaining: 589ms\n274:\tlearn: 0.4683719\ttotal: 6.23s\tremaining: 566ms\n275:\tlearn: 0.4683100\ttotal: 6.25s\tremaining: 544ms\n276:\tlearn: 0.4682827\ttotal: 6.28s\tremaining: 521ms\n277:\tlearn: 0.4682246\ttotal: 6.3s\tremaining: 498ms\n278:\tlearn: 0.4681534\ttotal: 6.32s\tremaining: 476ms\n279:\tlearn: 0.4680723\ttotal: 6.35s\tremaining: 453ms\n280:\tlearn: 0.4680273\ttotal: 6.37s\tremaining: 430ms\n281:\tlearn: 0.4679615\ttotal: 6.38s\tremaining: 408ms\n282:\tlearn: 0.4679067\ttotal: 6.41s\tremaining: 385ms\n283:\tlearn: 0.4678695\ttotal: 6.43s\tremaining: 362ms\n284:\tlearn: 0.4678175\ttotal: 6.46s\tremaining: 340ms\n285:\tlearn: 0.4677776\ttotal: 6.48s\tremaining: 317ms\n286:\tlearn: 0.4677074\ttotal: 6.51s\tremaining: 295ms\n287:\tlearn: 0.4676646\ttotal: 6.53s\tremaining: 272ms\n288:\tlearn: 0.4676258\ttotal: 6.55s\tremaining: 250ms\n289:\tlearn: 0.4675491\ttotal: 6.58s\tremaining: 227ms\n290:\tlearn: 0.4674934\ttotal: 6.61s\tremaining: 204ms\n291:\tlearn: 0.4674484\ttotal: 6.63s\tremaining: 182ms\n292:\tlearn: 0.4674065\ttotal: 6.66s\tremaining: 159ms\n293:\tlearn: 0.4673753\ttotal: 6.68s\tremaining: 136ms\n294:\tlearn: 0.4673469\ttotal: 6.71s\tremaining: 114ms\n295:\tlearn: 0.4673215\ttotal: 6.73s\tremaining: 90.9ms\n296:\tlearn: 0.4672874\ttotal: 6.75s\tremaining: 68.2ms\n297:\tlearn: 0.4672202\ttotal: 6.78s\tremaining: 45.5ms\n298:\tlearn: 0.4671693\ttotal: 6.79s\tremaining: 22.7ms\n299:\tlearn: 0.4671253\ttotal: 6.82s\tremaining: 0us\n0:\tlearn: 0.6382656\ttotal: 21.3ms\tremaining: 6.38s\n1:\tlearn: 0.5991676\ttotal: 39.6ms\tremaining: 5.91s\n2:\tlearn: 0.5716279\ttotal: 58.4ms\tremaining: 5.78s\n3:\tlearn: 0.5523097\ttotal: 78.3ms\tremaining: 5.8s\n4:\tlearn: 0.5382461\ttotal: 97.5ms\tremaining: 5.75s\n5:\tlearn: 0.5284069\ttotal: 117ms\tremaining: 5.75s\n6:\tlearn: 0.5207054\ttotal: 137ms\tremaining: 5.73s\n7:\tlearn: 0.5153902\ttotal: 156ms\tremaining: 5.68s\n8:\tlearn: 0.5117189\ttotal: 174ms\tremaining: 5.62s\n9:\tlearn: 0.5084160\ttotal: 194ms\tremaining: 5.62s\n10:\tlearn: 0.5059644\ttotal: 215ms\tremaining: 5.64s\n11:\tlearn: 0.5041133\ttotal: 234ms\tremaining: 5.61s\n12:\tlearn: 0.5023471\ttotal: 252ms\tremaining: 5.57s\n13:\tlearn: 0.5012018\ttotal: 275ms\tremaining: 5.61s\n14:\tlearn: 0.5001050\ttotal: 295ms\tremaining: 5.61s\n15:\tlearn: 0.4993330\ttotal: 313ms\tremaining: 5.56s\n16:\tlearn: 0.4983996\ttotal: 337ms\tremaining: 5.6s\n17:\tlearn: 0.4975990\ttotal: 360ms\tremaining: 5.63s\n18:\tlearn: 0.4969043\ttotal: 389ms\tremaining: 5.75s\n19:\tlearn: 0.4961431\ttotal: 410ms\tremaining: 5.74s\n20:\tlearn: 0.4956883\ttotal: 431ms\tremaining: 5.72s\n21:\tlearn: 0.4951587\ttotal: 450ms\tremaining: 5.68s\n22:\tlearn: 0.4946981\ttotal: 474ms\tremaining: 5.71s\n23:\tlearn: 0.4941389\ttotal: 498ms\tremaining: 5.72s\n24:\tlearn: 0.4937271\ttotal: 521ms\tremaining: 5.73s\n25:\tlearn: 0.4932518\ttotal: 543ms\tremaining: 5.73s\n26:\tlearn: 0.4928914\ttotal: 567ms\tremaining: 5.73s\n27:\tlearn: 0.4925985\ttotal: 590ms\tremaining: 5.73s\n28:\tlearn: 0.4920887\ttotal: 610ms\tremaining: 5.7s\n29:\tlearn: 0.4918535\ttotal: 632ms\tremaining: 5.69s\n30:\tlearn: 0.4916390\ttotal: 654ms\tremaining: 5.67s\n31:\tlearn: 0.4910149\ttotal: 676ms\tremaining: 5.66s\n32:\tlearn: 0.4907862\ttotal: 695ms\tremaining: 5.62s\n33:\tlearn: 0.4906006\ttotal: 716ms\tremaining: 5.6s\n34:\tlearn: 0.4901279\ttotal: 734ms\tremaining: 5.56s\n35:\tlearn: 0.4896770\ttotal: 756ms\tremaining: 5.54s\n36:\tlearn: 0.4895240\ttotal: 776ms\tremaining: 5.52s\n37:\tlearn: 0.4892360\ttotal: 794ms\tremaining: 5.48s\n38:\tlearn: 0.4888550\ttotal: 812ms\tremaining: 5.44s\n39:\tlearn: 0.4886420\ttotal: 831ms\tremaining: 5.4s\n40:\tlearn: 0.4884703\ttotal: 852ms\tremaining: 5.38s\n41:\tlearn: 0.4882845\ttotal: 870ms\tremaining: 5.34s\n42:\tlearn: 0.4877994\ttotal: 894ms\tremaining: 5.34s\n43:\tlearn: 0.4875141\ttotal: 924ms\tremaining: 5.37s\n44:\tlearn: 0.4872313\ttotal: 949ms\tremaining: 5.38s\n45:\tlearn: 0.4870117\ttotal: 971ms\tremaining: 5.36s\n46:\tlearn: 0.4867250\ttotal: 989ms\tremaining: 5.32s\n47:\tlearn: 0.4864632\ttotal: 1.01s\tremaining: 5.3s\n48:\tlearn: 0.4862989\ttotal: 1.03s\tremaining: 5.27s\n49:\tlearn: 0.4861000\ttotal: 1.05s\tremaining: 5.25s\n50:\tlearn: 0.4859973\ttotal: 1.07s\tremaining: 5.23s\n51:\tlearn: 0.4855124\ttotal: 1.09s\tremaining: 5.21s\n52:\tlearn: 0.4853528\ttotal: 1.11s\tremaining: 5.2s\n53:\tlearn: 0.4852595\ttotal: 1.14s\tremaining: 5.17s\n54:\tlearn: 0.4850265\ttotal: 1.16s\tremaining: 5.17s\n55:\tlearn: 0.4848933\ttotal: 1.18s\tremaining: 5.14s\n56:\tlearn: 0.4844360\ttotal: 1.2s\tremaining: 5.11s\n57:\tlearn: 0.4843287\ttotal: 1.22s\tremaining: 5.09s\n58:\tlearn: 0.4840297\ttotal: 1.24s\tremaining: 5.07s\n59:\tlearn: 0.4838259\ttotal: 1.27s\tremaining: 5.07s\n60:\tlearn: 0.4835356\ttotal: 1.29s\tremaining: 5.06s\n61:\tlearn: 0.4833457\ttotal: 1.31s\tremaining: 5.03s\n62:\tlearn: 0.4832705\ttotal: 1.33s\tremaining: 5.01s\n63:\tlearn: 0.4829165\ttotal: 1.35s\tremaining: 4.98s\n64:\tlearn: 0.4827560\ttotal: 1.37s\tremaining: 4.94s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "65:\tlearn: 0.4825285\ttotal: 1.39s\tremaining: 4.93s\n66:\tlearn: 0.4821750\ttotal: 1.41s\tremaining: 4.92s\n67:\tlearn: 0.4820589\ttotal: 1.44s\tremaining: 4.9s\n68:\tlearn: 0.4819462\ttotal: 1.46s\tremaining: 4.88s\n69:\tlearn: 0.4817941\ttotal: 1.48s\tremaining: 4.88s\n70:\tlearn: 0.4814345\ttotal: 1.51s\tremaining: 4.88s\n71:\tlearn: 0.4813065\ttotal: 1.54s\tremaining: 4.89s\n72:\tlearn: 0.4811908\ttotal: 1.57s\tremaining: 4.88s\n73:\tlearn: 0.4811226\ttotal: 1.6s\tremaining: 4.88s\n74:\tlearn: 0.4809273\ttotal: 1.62s\tremaining: 4.87s\n75:\tlearn: 0.4808149\ttotal: 1.65s\tremaining: 4.85s\n76:\tlearn: 0.4807422\ttotal: 1.67s\tremaining: 4.83s\n77:\tlearn: 0.4803679\ttotal: 1.7s\tremaining: 4.83s\n78:\tlearn: 0.4802342\ttotal: 1.72s\tremaining: 4.81s\n79:\tlearn: 0.4799171\ttotal: 1.74s\tremaining: 4.79s\n80:\tlearn: 0.4797810\ttotal: 1.76s\tremaining: 4.77s\n81:\tlearn: 0.4795217\ttotal: 1.78s\tremaining: 4.74s\n82:\tlearn: 0.4794471\ttotal: 1.81s\tremaining: 4.72s\n83:\tlearn: 0.4792957\ttotal: 1.83s\tremaining: 4.7s\n84:\tlearn: 0.4791727\ttotal: 1.85s\tremaining: 4.67s\n85:\tlearn: 0.4790383\ttotal: 1.87s\tremaining: 4.65s\n86:\tlearn: 0.4789426\ttotal: 1.89s\tremaining: 4.62s\n87:\tlearn: 0.4787239\ttotal: 1.91s\tremaining: 4.6s\n88:\tlearn: 0.4786127\ttotal: 1.93s\tremaining: 4.58s\n89:\tlearn: 0.4784649\ttotal: 1.96s\tremaining: 4.56s\n90:\tlearn: 0.4781786\ttotal: 1.98s\tremaining: 4.56s\n91:\tlearn: 0.4778452\ttotal: 2.01s\tremaining: 4.55s\n92:\tlearn: 0.4776642\ttotal: 2.04s\tremaining: 4.54s\n93:\tlearn: 0.4775933\ttotal: 2.06s\tremaining: 4.52s\n94:\tlearn: 0.4775057\ttotal: 2.08s\tremaining: 4.49s\n95:\tlearn: 0.4774282\ttotal: 2.11s\tremaining: 4.48s\n96:\tlearn: 0.4771742\ttotal: 2.14s\tremaining: 4.47s\n97:\tlearn: 0.4769524\ttotal: 2.16s\tremaining: 4.46s\n98:\tlearn: 0.4768126\ttotal: 2.18s\tremaining: 4.43s\n99:\tlearn: 0.4766658\ttotal: 2.21s\tremaining: 4.42s\n100:\tlearn: 0.4765251\ttotal: 2.23s\tremaining: 4.4s\n101:\tlearn: 0.4762944\ttotal: 2.26s\tremaining: 4.38s\n102:\tlearn: 0.4761787\ttotal: 2.28s\tremaining: 4.36s\n103:\tlearn: 0.4759752\ttotal: 2.31s\tremaining: 4.34s\n104:\tlearn: 0.4758701\ttotal: 2.33s\tremaining: 4.33s\n105:\tlearn: 0.4757552\ttotal: 2.36s\tremaining: 4.31s\n106:\tlearn: 0.4755131\ttotal: 2.38s\tremaining: 4.29s\n107:\tlearn: 0.4754269\ttotal: 2.4s\tremaining: 4.28s\n108:\tlearn: 0.4753420\ttotal: 2.43s\tremaining: 4.26s\n109:\tlearn: 0.4752428\ttotal: 2.45s\tremaining: 4.24s\n110:\tlearn: 0.4751170\ttotal: 2.47s\tremaining: 4.21s\n111:\tlearn: 0.4749570\ttotal: 2.5s\tremaining: 4.2s\n112:\tlearn: 0.4747604\ttotal: 2.52s\tremaining: 4.17s\n113:\tlearn: 0.4746113\ttotal: 2.54s\tremaining: 4.14s\n114:\tlearn: 0.4744707\ttotal: 2.56s\tremaining: 4.12s\n115:\tlearn: 0.4744101\ttotal: 2.58s\tremaining: 4.1s\n116:\tlearn: 0.4742489\ttotal: 2.61s\tremaining: 4.08s\n117:\tlearn: 0.4740146\ttotal: 2.64s\tremaining: 4.07s\n118:\tlearn: 0.4739354\ttotal: 2.67s\tremaining: 4.05s\n119:\tlearn: 0.4736833\ttotal: 2.69s\tremaining: 4.03s\n120:\tlearn: 0.4735576\ttotal: 2.71s\tremaining: 4.01s\n121:\tlearn: 0.4734237\ttotal: 2.73s\tremaining: 3.99s\n122:\tlearn: 0.4731878\ttotal: 2.76s\tremaining: 3.97s\n123:\tlearn: 0.4730655\ttotal: 2.78s\tremaining: 3.94s\n124:\tlearn: 0.4730036\ttotal: 2.79s\tremaining: 3.91s\n125:\tlearn: 0.4728747\ttotal: 2.81s\tremaining: 3.89s\n126:\tlearn: 0.4727402\ttotal: 2.83s\tremaining: 3.86s\n127:\tlearn: 0.4726498\ttotal: 2.85s\tremaining: 3.84s\n128:\tlearn: 0.4725637\ttotal: 2.88s\tremaining: 3.82s\n129:\tlearn: 0.4725120\ttotal: 2.91s\tremaining: 3.81s\n130:\tlearn: 0.4723933\ttotal: 2.94s\tremaining: 3.79s\n131:\tlearn: 0.4723274\ttotal: 2.96s\tremaining: 3.77s\n132:\tlearn: 0.4722312\ttotal: 2.99s\tremaining: 3.75s\n133:\tlearn: 0.4721737\ttotal: 3.01s\tremaining: 3.73s\n134:\tlearn: 0.4719928\ttotal: 3.03s\tremaining: 3.7s\n135:\tlearn: 0.4718487\ttotal: 3.05s\tremaining: 3.68s\n136:\tlearn: 0.4718063\ttotal: 3.07s\tremaining: 3.65s\n137:\tlearn: 0.4717255\ttotal: 3.09s\tremaining: 3.63s\n138:\tlearn: 0.4716111\ttotal: 3.11s\tremaining: 3.6s\n139:\tlearn: 0.4715176\ttotal: 3.13s\tremaining: 3.58s\n140:\tlearn: 0.4714126\ttotal: 3.15s\tremaining: 3.55s\n141:\tlearn: 0.4712524\ttotal: 3.17s\tremaining: 3.53s\n142:\tlearn: 0.4711745\ttotal: 3.19s\tremaining: 3.5s\n143:\tlearn: 0.4710879\ttotal: 3.21s\tremaining: 3.48s\n144:\tlearn: 0.4710313\ttotal: 3.23s\tremaining: 3.46s\n145:\tlearn: 0.4708901\ttotal: 3.26s\tremaining: 3.44s\n146:\tlearn: 0.4708216\ttotal: 3.27s\tremaining: 3.41s\n147:\tlearn: 0.4707533\ttotal: 3.29s\tremaining: 3.38s\n148:\tlearn: 0.4707089\ttotal: 3.31s\tremaining: 3.36s\n149:\tlearn: 0.4705912\ttotal: 3.34s\tremaining: 3.34s\n150:\tlearn: 0.4705063\ttotal: 3.36s\tremaining: 3.32s\n151:\tlearn: 0.4703627\ttotal: 3.39s\tremaining: 3.3s\n152:\tlearn: 0.4701980\ttotal: 3.41s\tremaining: 3.28s\n153:\tlearn: 0.4701053\ttotal: 3.44s\tremaining: 3.26s\n154:\tlearn: 0.4700602\ttotal: 3.46s\tremaining: 3.24s\n155:\tlearn: 0.4700136\ttotal: 3.49s\tremaining: 3.22s\n156:\tlearn: 0.4699068\ttotal: 3.51s\tremaining: 3.2s\n157:\tlearn: 0.4697592\ttotal: 3.54s\tremaining: 3.18s\n158:\tlearn: 0.4696756\ttotal: 3.56s\tremaining: 3.15s\n159:\tlearn: 0.4695601\ttotal: 3.58s\tremaining: 3.13s\n160:\tlearn: 0.4695004\ttotal: 3.61s\tremaining: 3.11s\n161:\tlearn: 0.4694272\ttotal: 3.63s\tremaining: 3.09s\n162:\tlearn: 0.4693434\ttotal: 3.65s\tremaining: 3.07s\n163:\tlearn: 0.4692925\ttotal: 3.67s\tremaining: 3.04s\n164:\tlearn: 0.4692284\ttotal: 3.69s\tremaining: 3.02s\n165:\tlearn: 0.4691357\ttotal: 3.71s\tremaining: 3s\n166:\tlearn: 0.4690943\ttotal: 3.74s\tremaining: 2.98s\n167:\tlearn: 0.4690069\ttotal: 3.76s\tremaining: 2.95s\n168:\tlearn: 0.4689717\ttotal: 3.78s\tremaining: 2.93s\n169:\tlearn: 0.4688693\ttotal: 3.8s\tremaining: 2.91s\n170:\tlearn: 0.4687535\ttotal: 3.82s\tremaining: 2.88s\n171:\tlearn: 0.4686660\ttotal: 3.84s\tremaining: 2.86s\n172:\tlearn: 0.4686098\ttotal: 3.86s\tremaining: 2.83s\n173:\tlearn: 0.4685227\ttotal: 3.88s\tremaining: 2.81s\n174:\tlearn: 0.4684582\ttotal: 3.9s\tremaining: 2.79s\n175:\tlearn: 0.4683547\ttotal: 3.92s\tremaining: 2.76s\n176:\tlearn: 0.4682439\ttotal: 3.94s\tremaining: 2.74s\n177:\tlearn: 0.4681200\ttotal: 3.96s\tremaining: 2.72s\n178:\tlearn: 0.4680922\ttotal: 3.98s\tremaining: 2.69s\n179:\tlearn: 0.4679969\ttotal: 4s\tremaining: 2.67s\n180:\tlearn: 0.4678783\ttotal: 4.03s\tremaining: 2.65s\n181:\tlearn: 0.4678241\ttotal: 4.05s\tremaining: 2.62s\n182:\tlearn: 0.4677605\ttotal: 4.07s\tremaining: 2.6s\n183:\tlearn: 0.4676783\ttotal: 4.09s\tremaining: 2.58s\n184:\tlearn: 0.4676018\ttotal: 4.12s\tremaining: 2.56s\n185:\tlearn: 0.4675061\ttotal: 4.14s\tremaining: 2.54s\n186:\tlearn: 0.4673715\ttotal: 4.17s\tremaining: 2.52s\n187:\tlearn: 0.4673115\ttotal: 4.19s\tremaining: 2.5s\n188:\tlearn: 0.4672213\ttotal: 4.21s\tremaining: 2.47s\n189:\tlearn: 0.4671457\ttotal: 4.24s\tremaining: 2.45s\n190:\tlearn: 0.4670816\ttotal: 4.26s\tremaining: 2.43s\n191:\tlearn: 0.4669930\ttotal: 4.28s\tremaining: 2.41s\n192:\tlearn: 0.4669001\ttotal: 4.3s\tremaining: 2.38s\n193:\tlearn: 0.4668270\ttotal: 4.32s\tremaining: 2.36s\n194:\tlearn: 0.4667683\ttotal: 4.34s\tremaining: 2.34s\n195:\tlearn: 0.4667003\ttotal: 4.36s\tremaining: 2.31s\n196:\tlearn: 0.4665674\ttotal: 4.39s\tremaining: 2.3s\n197:\tlearn: 0.4664485\ttotal: 4.42s\tremaining: 2.28s\n198:\tlearn: 0.4663984\ttotal: 4.45s\tremaining: 2.26s\n199:\tlearn: 0.4663329\ttotal: 4.47s\tremaining: 2.23s\n200:\tlearn: 0.4662989\ttotal: 4.5s\tremaining: 2.21s\n201:\tlearn: 0.4661788\ttotal: 4.52s\tremaining: 2.19s\n202:\tlearn: 0.4661223\ttotal: 4.54s\tremaining: 2.17s\n203:\tlearn: 0.4660902\ttotal: 4.57s\tremaining: 2.15s\n204:\tlearn: 0.4660399\ttotal: 4.59s\tremaining: 2.13s\n205:\tlearn: 0.4659796\ttotal: 4.61s\tremaining: 2.1s\n206:\tlearn: 0.4658601\ttotal: 4.63s\tremaining: 2.08s\n207:\tlearn: 0.4657672\ttotal: 4.66s\tremaining: 2.06s\n208:\tlearn: 0.4656744\ttotal: 4.67s\tremaining: 2.04s\n209:\tlearn: 0.4656425\ttotal: 4.7s\tremaining: 2.01s\n210:\tlearn: 0.4655974\ttotal: 4.72s\tremaining: 1.99s\n211:\tlearn: 0.4655547\ttotal: 4.74s\tremaining: 1.97s\n212:\tlearn: 0.4655142\ttotal: 4.77s\tremaining: 1.95s\n213:\tlearn: 0.4654067\ttotal: 4.79s\tremaining: 1.92s\n214:\tlearn: 0.4653376\ttotal: 4.8s\tremaining: 1.9s\n215:\tlearn: 0.4652862\ttotal: 4.82s\tremaining: 1.88s\n216:\tlearn: 0.4652199\ttotal: 4.84s\tremaining: 1.85s\n217:\tlearn: 0.4651367\ttotal: 4.87s\tremaining: 1.83s\n218:\tlearn: 0.4650654\ttotal: 4.89s\tremaining: 1.81s\n219:\tlearn: 0.4649990\ttotal: 4.92s\tremaining: 1.79s\n220:\tlearn: 0.4649268\ttotal: 4.94s\tremaining: 1.76s\n221:\tlearn: 0.4648853\ttotal: 4.96s\tremaining: 1.74s\n222:\tlearn: 0.4648376\ttotal: 4.99s\tremaining: 1.72s\n223:\tlearn: 0.4647899\ttotal: 5.01s\tremaining: 1.7s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "224:\tlearn: 0.4647560\ttotal: 5.03s\tremaining: 1.68s\n225:\tlearn: 0.4647045\ttotal: 5.05s\tremaining: 1.65s\n226:\tlearn: 0.4646519\ttotal: 5.07s\tremaining: 1.63s\n227:\tlearn: 0.4646237\ttotal: 5.09s\tremaining: 1.61s\n228:\tlearn: 0.4645464\ttotal: 5.11s\tremaining: 1.58s\n229:\tlearn: 0.4644900\ttotal: 5.13s\tremaining: 1.56s\n230:\tlearn: 0.4644215\ttotal: 5.15s\tremaining: 1.54s\n231:\tlearn: 0.4643575\ttotal: 5.17s\tremaining: 1.51s\n232:\tlearn: 0.4642868\ttotal: 5.19s\tremaining: 1.49s\n233:\tlearn: 0.4642030\ttotal: 5.21s\tremaining: 1.47s\n234:\tlearn: 0.4641450\ttotal: 5.23s\tremaining: 1.45s\n235:\tlearn: 0.4640457\ttotal: 5.25s\tremaining: 1.42s\n236:\tlearn: 0.4639990\ttotal: 5.27s\tremaining: 1.4s\n237:\tlearn: 0.4639592\ttotal: 5.29s\tremaining: 1.38s\n238:\tlearn: 0.4639055\ttotal: 5.31s\tremaining: 1.35s\n239:\tlearn: 0.4638418\ttotal: 5.33s\tremaining: 1.33s\n240:\tlearn: 0.4638021\ttotal: 5.35s\tremaining: 1.31s\n241:\tlearn: 0.4637384\ttotal: 5.37s\tremaining: 1.29s\n242:\tlearn: 0.4636785\ttotal: 5.39s\tremaining: 1.26s\n243:\tlearn: 0.4636161\ttotal: 5.41s\tremaining: 1.24s\n244:\tlearn: 0.4635731\ttotal: 5.43s\tremaining: 1.22s\n245:\tlearn: 0.4635201\ttotal: 5.46s\tremaining: 1.2s\n246:\tlearn: 0.4634527\ttotal: 5.48s\tremaining: 1.18s\n247:\tlearn: 0.4633555\ttotal: 5.51s\tremaining: 1.15s\n248:\tlearn: 0.4632685\ttotal: 5.53s\tremaining: 1.13s\n249:\tlearn: 0.4631977\ttotal: 5.55s\tremaining: 1.11s\n250:\tlearn: 0.4631389\ttotal: 5.58s\tremaining: 1.09s\n251:\tlearn: 0.4630792\ttotal: 5.6s\tremaining: 1.07s\n252:\tlearn: 0.4630427\ttotal: 5.62s\tremaining: 1.04s\n253:\tlearn: 0.4629763\ttotal: 5.64s\tremaining: 1.02s\n254:\tlearn: 0.4629095\ttotal: 5.66s\tremaining: 999ms\n255:\tlearn: 0.4628489\ttotal: 5.68s\tremaining: 977ms\n256:\tlearn: 0.4627987\ttotal: 5.7s\tremaining: 954ms\n257:\tlearn: 0.4627323\ttotal: 5.72s\tremaining: 931ms\n258:\tlearn: 0.4626435\ttotal: 5.74s\tremaining: 909ms\n259:\tlearn: 0.4626004\ttotal: 5.76s\tremaining: 886ms\n260:\tlearn: 0.4625311\ttotal: 5.78s\tremaining: 864ms\n261:\tlearn: 0.4624851\ttotal: 5.8s\tremaining: 841ms\n262:\tlearn: 0.4624422\ttotal: 5.82s\tremaining: 819ms\n263:\tlearn: 0.4623930\ttotal: 5.84s\tremaining: 796ms\n264:\tlearn: 0.4623472\ttotal: 5.86s\tremaining: 774ms\n265:\tlearn: 0.4622785\ttotal: 5.88s\tremaining: 751ms\n266:\tlearn: 0.4622391\ttotal: 5.9s\tremaining: 729ms\n267:\tlearn: 0.4622035\ttotal: 5.92s\tremaining: 707ms\n268:\tlearn: 0.4621357\ttotal: 5.95s\tremaining: 686ms\n269:\tlearn: 0.4620760\ttotal: 5.97s\tremaining: 663ms\n270:\tlearn: 0.4620167\ttotal: 5.99s\tremaining: 641ms\n271:\tlearn: 0.4619471\ttotal: 6.01s\tremaining: 618ms\n272:\tlearn: 0.4619241\ttotal: 6.03s\tremaining: 596ms\n273:\tlearn: 0.4618728\ttotal: 6.05s\tremaining: 574ms\n274:\tlearn: 0.4618347\ttotal: 6.08s\tremaining: 552ms\n275:\tlearn: 0.4617876\ttotal: 6.1s\tremaining: 530ms\n276:\tlearn: 0.4617573\ttotal: 6.12s\tremaining: 508ms\n277:\tlearn: 0.4616963\ttotal: 6.14s\tremaining: 486ms\n278:\tlearn: 0.4616601\ttotal: 6.16s\tremaining: 464ms\n279:\tlearn: 0.4616169\ttotal: 6.19s\tremaining: 442ms\n280:\tlearn: 0.4615724\ttotal: 6.21s\tremaining: 420ms\n281:\tlearn: 0.4615409\ttotal: 6.24s\tremaining: 398ms\n282:\tlearn: 0.4614920\ttotal: 6.26s\tremaining: 376ms\n283:\tlearn: 0.4614315\ttotal: 6.29s\tremaining: 354ms\n284:\tlearn: 0.4613980\ttotal: 6.31s\tremaining: 332ms\n285:\tlearn: 0.4613364\ttotal: 6.34s\tremaining: 310ms\n286:\tlearn: 0.4612853\ttotal: 6.37s\tremaining: 289ms\n287:\tlearn: 0.4612652\ttotal: 6.39s\tremaining: 266ms\n288:\tlearn: 0.4612212\ttotal: 6.42s\tremaining: 244ms\n289:\tlearn: 0.4611952\ttotal: 6.45s\tremaining: 222ms\n290:\tlearn: 0.4611340\ttotal: 6.48s\tremaining: 200ms\n291:\tlearn: 0.4610747\ttotal: 6.5s\tremaining: 178ms\n292:\tlearn: 0.4610256\ttotal: 6.53s\tremaining: 156ms\n293:\tlearn: 0.4609993\ttotal: 6.56s\tremaining: 134ms\n294:\tlearn: 0.4609637\ttotal: 6.58s\tremaining: 112ms\n295:\tlearn: 0.4609395\ttotal: 6.6s\tremaining: 89.2ms\n296:\tlearn: 0.4608951\ttotal: 6.63s\tremaining: 66.9ms\n297:\tlearn: 0.4608423\ttotal: 6.64s\tremaining: 44.6ms\n298:\tlearn: 0.4608057\ttotal: 6.67s\tremaining: 22.3ms\n299:\tlearn: 0.4607792\ttotal: 6.69s\tremaining: 0us\n0:\tlearn: 0.6382576\ttotal: 20.4ms\tremaining: 6.09s\n1:\tlearn: 0.5991437\ttotal: 42.2ms\tremaining: 6.29s\n2:\tlearn: 0.5717000\ttotal: 64.2ms\tremaining: 6.36s\n3:\tlearn: 0.5519665\ttotal: 84.7ms\tremaining: 6.27s\n4:\tlearn: 0.5382600\ttotal: 105ms\tremaining: 6.17s\n5:\tlearn: 0.5287910\ttotal: 123ms\tremaining: 6.02s\n6:\tlearn: 0.5212644\ttotal: 142ms\tremaining: 5.92s\n7:\tlearn: 0.5159299\ttotal: 160ms\tremaining: 5.84s\n8:\tlearn: 0.5115906\ttotal: 182ms\tremaining: 5.88s\n9:\tlearn: 0.5083363\ttotal: 200ms\tremaining: 5.81s\n10:\tlearn: 0.5057093\ttotal: 219ms\tremaining: 5.76s\n11:\tlearn: 0.5041045\ttotal: 241ms\tremaining: 5.78s\n12:\tlearn: 0.5021570\ttotal: 259ms\tremaining: 5.73s\n13:\tlearn: 0.5011364\ttotal: 278ms\tremaining: 5.68s\n14:\tlearn: 0.5000918\ttotal: 296ms\tremaining: 5.62s\n15:\tlearn: 0.4991880\ttotal: 314ms\tremaining: 5.58s\n16:\tlearn: 0.4985884\ttotal: 332ms\tremaining: 5.52s\n17:\tlearn: 0.4980679\ttotal: 352ms\tremaining: 5.52s\n18:\tlearn: 0.4975315\ttotal: 374ms\tremaining: 5.53s\n19:\tlearn: 0.4968694\ttotal: 397ms\tremaining: 5.55s\n20:\tlearn: 0.4960576\ttotal: 423ms\tremaining: 5.62s\n21:\tlearn: 0.4956686\ttotal: 448ms\tremaining: 5.66s\n22:\tlearn: 0.4951030\ttotal: 474ms\tremaining: 5.71s\n23:\tlearn: 0.4943152\ttotal: 498ms\tremaining: 5.73s\n24:\tlearn: 0.4938000\ttotal: 524ms\tremaining: 5.76s\n25:\tlearn: 0.4933785\ttotal: 553ms\tremaining: 5.82s\n26:\tlearn: 0.4931086\ttotal: 581ms\tremaining: 5.88s\n27:\tlearn: 0.4928630\ttotal: 608ms\tremaining: 5.9s\n28:\tlearn: 0.4926579\ttotal: 630ms\tremaining: 5.89s\n29:\tlearn: 0.4920657\ttotal: 654ms\tremaining: 5.89s\n30:\tlearn: 0.4917838\ttotal: 677ms\tremaining: 5.88s\n31:\tlearn: 0.4916254\ttotal: 706ms\tremaining: 5.91s\n32:\tlearn: 0.4912109\ttotal: 730ms\tremaining: 5.91s\n33:\tlearn: 0.4907935\ttotal: 752ms\tremaining: 5.88s\n34:\tlearn: 0.4903683\ttotal: 770ms\tremaining: 5.83s\n35:\tlearn: 0.4901803\ttotal: 789ms\tremaining: 5.79s\n36:\tlearn: 0.4896083\ttotal: 811ms\tremaining: 5.77s\n37:\tlearn: 0.4891896\ttotal: 830ms\tremaining: 5.73s\n38:\tlearn: 0.4889003\ttotal: 851ms\tremaining: 5.7s\n39:\tlearn: 0.4887316\ttotal: 870ms\tremaining: 5.65s\n40:\tlearn: 0.4886012\ttotal: 888ms\tremaining: 5.61s\n41:\tlearn: 0.4884093\ttotal: 906ms\tremaining: 5.57s\n42:\tlearn: 0.4880825\ttotal: 924ms\tremaining: 5.52s\n43:\tlearn: 0.4879400\ttotal: 944ms\tremaining: 5.49s\n44:\tlearn: 0.4877345\ttotal: 964ms\tremaining: 5.46s\n45:\tlearn: 0.4875284\ttotal: 984ms\tremaining: 5.43s\n46:\tlearn: 0.4870594\ttotal: 1s\tremaining: 5.41s\n47:\tlearn: 0.4869411\ttotal: 1.03s\tremaining: 5.4s\n48:\tlearn: 0.4867623\ttotal: 1.05s\tremaining: 5.38s\n49:\tlearn: 0.4864085\ttotal: 1.08s\tremaining: 5.39s\n50:\tlearn: 0.4860632\ttotal: 1.11s\tremaining: 5.4s\n51:\tlearn: 0.4857759\ttotal: 1.13s\tremaining: 5.39s\n52:\tlearn: 0.4855934\ttotal: 1.15s\tremaining: 5.37s\n53:\tlearn: 0.4854689\ttotal: 1.18s\tremaining: 5.38s\n54:\tlearn: 0.4850610\ttotal: 1.21s\tremaining: 5.37s\n55:\tlearn: 0.4849238\ttotal: 1.23s\tremaining: 5.37s\n56:\tlearn: 0.4847351\ttotal: 1.26s\tremaining: 5.36s\n57:\tlearn: 0.4845616\ttotal: 1.28s\tremaining: 5.34s\n58:\tlearn: 0.4844215\ttotal: 1.31s\tremaining: 5.34s\n59:\tlearn: 0.4843070\ttotal: 1.33s\tremaining: 5.33s\n60:\tlearn: 0.4842245\ttotal: 1.36s\tremaining: 5.33s\n61:\tlearn: 0.4840815\ttotal: 1.38s\tremaining: 5.31s\n62:\tlearn: 0.4836527\ttotal: 1.41s\tremaining: 5.29s\n63:\tlearn: 0.4834695\ttotal: 1.43s\tremaining: 5.27s\n64:\tlearn: 0.4833531\ttotal: 1.46s\tremaining: 5.28s\n65:\tlearn: 0.4829035\ttotal: 1.49s\tremaining: 5.28s\n66:\tlearn: 0.4827327\ttotal: 1.52s\tremaining: 5.27s\n67:\tlearn: 0.4825742\ttotal: 1.54s\tremaining: 5.26s\n68:\tlearn: 0.4823735\ttotal: 1.57s\tremaining: 5.25s\n69:\tlearn: 0.4821873\ttotal: 1.59s\tremaining: 5.24s\n70:\tlearn: 0.4817736\ttotal: 1.62s\tremaining: 5.23s\n71:\tlearn: 0.4816613\ttotal: 1.64s\tremaining: 5.2s\n72:\tlearn: 0.4813612\ttotal: 1.67s\tremaining: 5.19s\n73:\tlearn: 0.4812905\ttotal: 1.69s\tremaining: 5.17s\n74:\tlearn: 0.4811599\ttotal: 1.72s\tremaining: 5.16s\n75:\tlearn: 0.4809617\ttotal: 1.74s\tremaining: 5.13s\n76:\tlearn: 0.4808664\ttotal: 1.76s\tremaining: 5.11s\n77:\tlearn: 0.4807887\ttotal: 1.78s\tremaining: 5.08s\n78:\tlearn: 0.4805907\ttotal: 1.81s\tremaining: 5.05s\n79:\tlearn: 0.4804225\ttotal: 1.83s\tremaining: 5.04s\n80:\tlearn: 0.4803280\ttotal: 1.86s\tremaining: 5.04s\n81:\tlearn: 0.4800169\ttotal: 1.89s\tremaining: 5.02s\n82:\tlearn: 0.4798065\ttotal: 1.91s\tremaining: 4.99s\n83:\tlearn: 0.4797120\ttotal: 1.93s\tremaining: 4.96s\n84:\tlearn: 0.4794084\ttotal: 1.95s\tremaining: 4.93s\n85:\tlearn: 0.4790649\ttotal: 1.98s\tremaining: 4.92s\n86:\tlearn: 0.4788646\ttotal: 2s\tremaining: 4.91s\n87:\tlearn: 0.4787059\ttotal: 2.03s\tremaining: 4.89s\n88:\tlearn: 0.4786146\ttotal: 2.06s\tremaining: 4.89s\n89:\tlearn: 0.4783865\ttotal: 2.09s\tremaining: 4.88s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "90:\tlearn: 0.4782564\ttotal: 2.12s\tremaining: 4.87s\n91:\tlearn: 0.4780901\ttotal: 2.15s\tremaining: 4.86s\n92:\tlearn: 0.4778959\ttotal: 2.17s\tremaining: 4.84s\n93:\tlearn: 0.4775503\ttotal: 2.2s\tremaining: 4.82s\n94:\tlearn: 0.4774378\ttotal: 2.23s\tremaining: 4.8s\n95:\tlearn: 0.4772681\ttotal: 2.25s\tremaining: 4.78s\n96:\tlearn: 0.4770388\ttotal: 2.27s\tremaining: 4.76s\n97:\tlearn: 0.4769302\ttotal: 2.29s\tremaining: 4.73s\n98:\tlearn: 0.4767600\ttotal: 2.32s\tremaining: 4.71s\n99:\tlearn: 0.4766789\ttotal: 2.34s\tremaining: 4.68s\n100:\tlearn: 0.4764627\ttotal: 2.36s\tremaining: 4.65s\n101:\tlearn: 0.4763415\ttotal: 2.38s\tremaining: 4.62s\n102:\tlearn: 0.4760459\ttotal: 2.41s\tremaining: 4.6s\n103:\tlearn: 0.4759055\ttotal: 2.43s\tremaining: 4.57s\n104:\tlearn: 0.4758290\ttotal: 2.45s\tremaining: 4.54s\n105:\tlearn: 0.4757275\ttotal: 2.47s\tremaining: 4.52s\n106:\tlearn: 0.4755921\ttotal: 2.49s\tremaining: 4.49s\n107:\tlearn: 0.4753690\ttotal: 2.51s\tremaining: 4.47s\n108:\tlearn: 0.4752702\ttotal: 2.53s\tremaining: 4.44s\n109:\tlearn: 0.4751749\ttotal: 2.55s\tremaining: 4.41s\n110:\tlearn: 0.4749536\ttotal: 2.58s\tremaining: 4.39s\n111:\tlearn: 0.4748940\ttotal: 2.61s\tremaining: 4.38s\n112:\tlearn: 0.4747255\ttotal: 2.63s\tremaining: 4.36s\n113:\tlearn: 0.4746252\ttotal: 2.66s\tremaining: 4.34s\n114:\tlearn: 0.4744761\ttotal: 2.69s\tremaining: 4.32s\n115:\tlearn: 0.4743562\ttotal: 2.71s\tremaining: 4.3s\n116:\tlearn: 0.4742318\ttotal: 2.74s\tremaining: 4.28s\n117:\tlearn: 0.4741518\ttotal: 2.76s\tremaining: 4.26s\n118:\tlearn: 0.4740707\ttotal: 2.78s\tremaining: 4.24s\n119:\tlearn: 0.4739312\ttotal: 2.8s\tremaining: 4.21s\n120:\tlearn: 0.4738282\ttotal: 2.82s\tremaining: 4.18s\n121:\tlearn: 0.4737310\ttotal: 2.84s\tremaining: 4.15s\n122:\tlearn: 0.4736014\ttotal: 2.87s\tremaining: 4.12s\n123:\tlearn: 0.4735088\ttotal: 2.89s\tremaining: 4.1s\n124:\tlearn: 0.4733882\ttotal: 2.91s\tremaining: 4.07s\n125:\tlearn: 0.4732841\ttotal: 2.93s\tremaining: 4.04s\n126:\tlearn: 0.4732308\ttotal: 2.95s\tremaining: 4.01s\n127:\tlearn: 0.4731499\ttotal: 2.97s\tremaining: 3.99s\n128:\tlearn: 0.4728939\ttotal: 2.99s\tremaining: 3.96s\n129:\tlearn: 0.4728228\ttotal: 3.01s\tremaining: 3.94s\n130:\tlearn: 0.4727351\ttotal: 3.03s\tremaining: 3.91s\n131:\tlearn: 0.4725587\ttotal: 3.05s\tremaining: 3.89s\n132:\tlearn: 0.4724819\ttotal: 3.08s\tremaining: 3.86s\n133:\tlearn: 0.4724091\ttotal: 3.1s\tremaining: 3.84s\n134:\tlearn: 0.4723652\ttotal: 3.12s\tremaining: 3.81s\n135:\tlearn: 0.4723251\ttotal: 3.14s\tremaining: 3.79s\n136:\tlearn: 0.4721875\ttotal: 3.16s\tremaining: 3.76s\n137:\tlearn: 0.4720676\ttotal: 3.18s\tremaining: 3.74s\n138:\tlearn: 0.4719961\ttotal: 3.2s\tremaining: 3.71s\n139:\tlearn: 0.4718011\ttotal: 3.23s\tremaining: 3.69s\n140:\tlearn: 0.4716407\ttotal: 3.25s\tremaining: 3.67s\n141:\tlearn: 0.4715119\ttotal: 3.27s\tremaining: 3.65s\n142:\tlearn: 0.4714363\ttotal: 3.3s\tremaining: 3.62s\n143:\tlearn: 0.4712561\ttotal: 3.32s\tremaining: 3.6s\n144:\tlearn: 0.4711622\ttotal: 3.35s\tremaining: 3.58s\n145:\tlearn: 0.4711086\ttotal: 3.37s\tremaining: 3.55s\n146:\tlearn: 0.4709572\ttotal: 3.39s\tremaining: 3.53s\n147:\tlearn: 0.4708801\ttotal: 3.42s\tremaining: 3.51s\n148:\tlearn: 0.4707199\ttotal: 3.44s\tremaining: 3.49s\n149:\tlearn: 0.4706327\ttotal: 3.46s\tremaining: 3.46s\n150:\tlearn: 0.4705327\ttotal: 3.49s\tremaining: 3.44s\n151:\tlearn: 0.4704764\ttotal: 3.51s\tremaining: 3.42s\n152:\tlearn: 0.4703774\ttotal: 3.53s\tremaining: 3.39s\n153:\tlearn: 0.4702884\ttotal: 3.55s\tremaining: 3.37s\n154:\tlearn: 0.4702136\ttotal: 3.57s\tremaining: 3.34s\n155:\tlearn: 0.4701679\ttotal: 3.6s\tremaining: 3.32s\n156:\tlearn: 0.4700157\ttotal: 3.62s\tremaining: 3.3s\n157:\tlearn: 0.4698609\ttotal: 3.64s\tremaining: 3.27s\n158:\tlearn: 0.4697248\ttotal: 3.66s\tremaining: 3.25s\n159:\tlearn: 0.4696469\ttotal: 3.68s\tremaining: 3.22s\n160:\tlearn: 0.4695878\ttotal: 3.7s\tremaining: 3.19s\n161:\tlearn: 0.4695165\ttotal: 3.72s\tremaining: 3.17s\n162:\tlearn: 0.4693899\ttotal: 3.74s\tremaining: 3.15s\n163:\tlearn: 0.4693369\ttotal: 3.76s\tremaining: 3.12s\n164:\tlearn: 0.4692200\ttotal: 3.79s\tremaining: 3.1s\n165:\tlearn: 0.4691708\ttotal: 3.81s\tremaining: 3.08s\n166:\tlearn: 0.4691120\ttotal: 3.83s\tremaining: 3.05s\n167:\tlearn: 0.4690426\ttotal: 3.86s\tremaining: 3.03s\n168:\tlearn: 0.4689557\ttotal: 3.88s\tremaining: 3s\n169:\tlearn: 0.4689049\ttotal: 3.9s\tremaining: 2.98s\n170:\tlearn: 0.4688537\ttotal: 3.93s\tremaining: 2.96s\n171:\tlearn: 0.4687848\ttotal: 3.95s\tremaining: 2.94s\n172:\tlearn: 0.4687432\ttotal: 3.97s\tremaining: 2.92s\n173:\tlearn: 0.4686883\ttotal: 4s\tremaining: 2.89s\n174:\tlearn: 0.4686351\ttotal: 4.01s\tremaining: 2.87s\n175:\tlearn: 0.4685735\ttotal: 4.04s\tremaining: 2.84s\n176:\tlearn: 0.4684638\ttotal: 4.07s\tremaining: 2.83s\n177:\tlearn: 0.4683561\ttotal: 4.09s\tremaining: 2.81s\n178:\tlearn: 0.4683039\ttotal: 4.12s\tremaining: 2.78s\n179:\tlearn: 0.4682080\ttotal: 4.14s\tremaining: 2.76s\n180:\tlearn: 0.4680893\ttotal: 4.16s\tremaining: 2.74s\n181:\tlearn: 0.4680070\ttotal: 4.18s\tremaining: 2.71s\n182:\tlearn: 0.4679051\ttotal: 4.21s\tremaining: 2.69s\n183:\tlearn: 0.4678691\ttotal: 4.23s\tremaining: 2.67s\n184:\tlearn: 0.4678350\ttotal: 4.25s\tremaining: 2.64s\n185:\tlearn: 0.4677792\ttotal: 4.27s\tremaining: 2.62s\n186:\tlearn: 0.4676924\ttotal: 4.3s\tremaining: 2.6s\n187:\tlearn: 0.4675946\ttotal: 4.33s\tremaining: 2.58s\n188:\tlearn: 0.4675441\ttotal: 4.36s\tremaining: 2.56s\n189:\tlearn: 0.4674456\ttotal: 4.39s\tremaining: 2.54s\n190:\tlearn: 0.4673596\ttotal: 4.41s\tremaining: 2.52s\n191:\tlearn: 0.4673027\ttotal: 4.44s\tremaining: 2.5s\n192:\tlearn: 0.4672476\ttotal: 4.46s\tremaining: 2.47s\n193:\tlearn: 0.4672120\ttotal: 4.48s\tremaining: 2.45s\n194:\tlearn: 0.4671567\ttotal: 4.51s\tremaining: 2.43s\n195:\tlearn: 0.4670554\ttotal: 4.53s\tremaining: 2.4s\n196:\tlearn: 0.4669562\ttotal: 4.56s\tremaining: 2.38s\n197:\tlearn: 0.4668840\ttotal: 4.58s\tremaining: 2.36s\n198:\tlearn: 0.4668421\ttotal: 4.6s\tremaining: 2.33s\n199:\tlearn: 0.4667654\ttotal: 4.63s\tremaining: 2.31s\n200:\tlearn: 0.4667247\ttotal: 4.64s\tremaining: 2.29s\n201:\tlearn: 0.4666562\ttotal: 4.67s\tremaining: 2.26s\n202:\tlearn: 0.4665463\ttotal: 4.7s\tremaining: 2.24s\n203:\tlearn: 0.4665095\ttotal: 4.72s\tremaining: 2.22s\n204:\tlearn: 0.4664331\ttotal: 4.75s\tremaining: 2.2s\n205:\tlearn: 0.4663835\ttotal: 4.77s\tremaining: 2.18s\n206:\tlearn: 0.4663375\ttotal: 4.79s\tremaining: 2.15s\n207:\tlearn: 0.4662897\ttotal: 4.81s\tremaining: 2.13s\n208:\tlearn: 0.4662082\ttotal: 4.83s\tremaining: 2.1s\n209:\tlearn: 0.4661627\ttotal: 4.86s\tremaining: 2.08s\n210:\tlearn: 0.4661348\ttotal: 4.88s\tremaining: 2.06s\n211:\tlearn: 0.4660973\ttotal: 4.91s\tremaining: 2.04s\n212:\tlearn: 0.4660319\ttotal: 4.93s\tremaining: 2.01s\n213:\tlearn: 0.4660024\ttotal: 4.95s\tremaining: 1.99s\n214:\tlearn: 0.4659478\ttotal: 4.98s\tremaining: 1.97s\n215:\tlearn: 0.4658932\ttotal: 5s\tremaining: 1.94s\n216:\tlearn: 0.4658221\ttotal: 5.02s\tremaining: 1.92s\n217:\tlearn: 0.4657240\ttotal: 5.05s\tremaining: 1.9s\n218:\tlearn: 0.4656642\ttotal: 5.07s\tremaining: 1.88s\n219:\tlearn: 0.4655961\ttotal: 5.09s\tremaining: 1.85s\n220:\tlearn: 0.4655476\ttotal: 5.11s\tremaining: 1.83s\n221:\tlearn: 0.4654496\ttotal: 5.13s\tremaining: 1.8s\n222:\tlearn: 0.4654126\ttotal: 5.15s\tremaining: 1.78s\n223:\tlearn: 0.4653841\ttotal: 5.17s\tremaining: 1.75s\n224:\tlearn: 0.4653208\ttotal: 5.19s\tremaining: 1.73s\n225:\tlearn: 0.4652678\ttotal: 5.21s\tremaining: 1.71s\n226:\tlearn: 0.4652082\ttotal: 5.24s\tremaining: 1.68s\n227:\tlearn: 0.4651554\ttotal: 5.26s\tremaining: 1.66s\n228:\tlearn: 0.4650908\ttotal: 5.28s\tremaining: 1.64s\n229:\tlearn: 0.4650199\ttotal: 5.3s\tremaining: 1.61s\n230:\tlearn: 0.4649784\ttotal: 5.32s\tremaining: 1.59s\n231:\tlearn: 0.4649457\ttotal: 5.34s\tremaining: 1.56s\n232:\tlearn: 0.4648766\ttotal: 5.36s\tremaining: 1.54s\n233:\tlearn: 0.4648271\ttotal: 5.38s\tremaining: 1.52s\n234:\tlearn: 0.4647319\ttotal: 5.4s\tremaining: 1.49s\n235:\tlearn: 0.4646949\ttotal: 5.42s\tremaining: 1.47s\n236:\tlearn: 0.4646025\ttotal: 5.45s\tremaining: 1.45s\n237:\tlearn: 0.4645440\ttotal: 5.47s\tremaining: 1.43s\n238:\tlearn: 0.4645040\ttotal: 5.5s\tremaining: 1.4s\n239:\tlearn: 0.4644588\ttotal: 5.52s\tremaining: 1.38s\n240:\tlearn: 0.4644327\ttotal: 5.55s\tremaining: 1.36s\n241:\tlearn: 0.4643817\ttotal: 5.58s\tremaining: 1.34s\n242:\tlearn: 0.4643426\ttotal: 5.59s\tremaining: 1.31s\n243:\tlearn: 0.4642486\ttotal: 5.62s\tremaining: 1.29s\n244:\tlearn: 0.4642006\ttotal: 5.65s\tremaining: 1.27s\n245:\tlearn: 0.4641567\ttotal: 5.67s\tremaining: 1.24s\n246:\tlearn: 0.4641124\ttotal: 5.7s\tremaining: 1.22s\n247:\tlearn: 0.4640623\ttotal: 5.72s\tremaining: 1.2s\n248:\tlearn: 0.4640352\ttotal: 5.75s\tremaining: 1.18s\n249:\tlearn: 0.4639963\ttotal: 5.77s\tremaining: 1.15s\n250:\tlearn: 0.4638896\ttotal: 5.8s\tremaining: 1.13s\n251:\tlearn: 0.4638194\ttotal: 5.82s\tremaining: 1.11s\n252:\tlearn: 0.4637641\ttotal: 5.85s\tremaining: 1.09s\n253:\tlearn: 0.4637058\ttotal: 5.87s\tremaining: 1.06s\n254:\tlearn: 0.4636599\ttotal: 5.89s\tremaining: 1.04s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "255:\tlearn: 0.4635713\ttotal: 5.91s\tremaining: 1.02s\n256:\tlearn: 0.4635217\ttotal: 5.93s\tremaining: 993ms\n257:\tlearn: 0.4634891\ttotal: 5.96s\tremaining: 970ms\n258:\tlearn: 0.4634668\ttotal: 5.98s\tremaining: 947ms\n259:\tlearn: 0.4633854\ttotal: 6s\tremaining: 924ms\n260:\tlearn: 0.4633215\ttotal: 6.02s\tremaining: 900ms\n261:\tlearn: 0.4632726\ttotal: 6.04s\tremaining: 876ms\n262:\tlearn: 0.4632183\ttotal: 6.07s\tremaining: 853ms\n263:\tlearn: 0.4631772\ttotal: 6.09s\tremaining: 830ms\n264:\tlearn: 0.4631257\ttotal: 6.11s\tremaining: 807ms\n265:\tlearn: 0.4630829\ttotal: 6.13s\tremaining: 784ms\n266:\tlearn: 0.4630536\ttotal: 6.15s\tremaining: 761ms\n267:\tlearn: 0.4630139\ttotal: 6.18s\tremaining: 738ms\n268:\tlearn: 0.4629701\ttotal: 6.2s\tremaining: 715ms\n269:\tlearn: 0.4628948\ttotal: 6.22s\tremaining: 691ms\n270:\tlearn: 0.4628380\ttotal: 6.24s\tremaining: 668ms\n271:\tlearn: 0.4627768\ttotal: 6.26s\tremaining: 645ms\n272:\tlearn: 0.4627465\ttotal: 6.28s\tremaining: 621ms\n273:\tlearn: 0.4626728\ttotal: 6.3s\tremaining: 598ms\n274:\tlearn: 0.4625962\ttotal: 6.33s\tremaining: 575ms\n275:\tlearn: 0.4625410\ttotal: 6.35s\tremaining: 552ms\n276:\tlearn: 0.4624877\ttotal: 6.37s\tremaining: 529ms\n277:\tlearn: 0.4624311\ttotal: 6.39s\tremaining: 506ms\n278:\tlearn: 0.4623719\ttotal: 6.41s\tremaining: 482ms\n279:\tlearn: 0.4623381\ttotal: 6.43s\tremaining: 459ms\n280:\tlearn: 0.4623053\ttotal: 6.45s\tremaining: 436ms\n281:\tlearn: 0.4622663\ttotal: 6.47s\tremaining: 413ms\n282:\tlearn: 0.4622353\ttotal: 6.49s\tremaining: 390ms\n283:\tlearn: 0.4621660\ttotal: 6.51s\tremaining: 367ms\n284:\tlearn: 0.4621341\ttotal: 6.54s\tremaining: 344ms\n285:\tlearn: 0.4620760\ttotal: 6.57s\tremaining: 322ms\n286:\tlearn: 0.4620318\ttotal: 6.59s\tremaining: 299ms\n287:\tlearn: 0.4619658\ttotal: 6.62s\tremaining: 276ms\n288:\tlearn: 0.4619216\ttotal: 6.64s\tremaining: 253ms\n289:\tlearn: 0.4618923\ttotal: 6.67s\tremaining: 230ms\n290:\tlearn: 0.4618654\ttotal: 6.69s\tremaining: 207ms\n291:\tlearn: 0.4618048\ttotal: 6.71s\tremaining: 184ms\n292:\tlearn: 0.4617396\ttotal: 6.73s\tremaining: 161ms\n293:\tlearn: 0.4616715\ttotal: 6.77s\tremaining: 138ms\n294:\tlearn: 0.4616156\ttotal: 6.79s\tremaining: 115ms\n295:\tlearn: 0.4615509\ttotal: 6.82s\tremaining: 92.2ms\n296:\tlearn: 0.4615124\ttotal: 6.85s\tremaining: 69.2ms\n297:\tlearn: 0.4614834\ttotal: 6.87s\tremaining: 46.1ms\n298:\tlearn: 0.4614347\ttotal: 6.9s\tremaining: 23.1ms\n299:\tlearn: 0.4614047\ttotal: 6.92s\tremaining: 0us\n0:\tlearn: 0.6382434\ttotal: 25.2ms\tremaining: 7.54s\n1:\tlearn: 0.5989307\ttotal: 46.7ms\tremaining: 6.96s\n2:\tlearn: 0.5712410\ttotal: 67.7ms\tremaining: 6.7s\n3:\tlearn: 0.5521000\ttotal: 87ms\tremaining: 6.44s\n4:\tlearn: 0.5390121\ttotal: 106ms\tremaining: 6.26s\n5:\tlearn: 0.5284269\ttotal: 125ms\tremaining: 6.11s\n6:\tlearn: 0.5210508\ttotal: 144ms\tremaining: 6.02s\n7:\tlearn: 0.5152840\ttotal: 162ms\tremaining: 5.93s\n8:\tlearn: 0.5113134\ttotal: 183ms\tremaining: 5.92s\n9:\tlearn: 0.5081235\ttotal: 212ms\tremaining: 6.15s\n10:\tlearn: 0.5059800\ttotal: 231ms\tremaining: 6.07s\n11:\tlearn: 0.5038303\ttotal: 250ms\tremaining: 5.99s\n12:\tlearn: 0.5022660\ttotal: 268ms\tremaining: 5.92s\n13:\tlearn: 0.5008652\ttotal: 289ms\tremaining: 5.91s\n14:\tlearn: 0.4999759\ttotal: 309ms\tremaining: 5.87s\n15:\tlearn: 0.4990473\ttotal: 335ms\tremaining: 5.94s\n16:\tlearn: 0.4981334\ttotal: 363ms\tremaining: 6.04s\n17:\tlearn: 0.4975776\ttotal: 384ms\tremaining: 6.02s\n18:\tlearn: 0.4967858\ttotal: 408ms\tremaining: 6.03s\n19:\tlearn: 0.4963906\ttotal: 433ms\tremaining: 6.07s\n20:\tlearn: 0.4960613\ttotal: 454ms\tremaining: 6.03s\n21:\tlearn: 0.4954738\ttotal: 478ms\tremaining: 6.04s\n22:\tlearn: 0.4948171\ttotal: 499ms\tremaining: 6.01s\n23:\tlearn: 0.4941208\ttotal: 521ms\tremaining: 5.99s\n24:\tlearn: 0.4935132\ttotal: 542ms\tremaining: 5.96s\n25:\tlearn: 0.4932307\ttotal: 564ms\tremaining: 5.94s\n26:\tlearn: 0.4928046\ttotal: 584ms\tremaining: 5.9s\n27:\tlearn: 0.4925670\ttotal: 606ms\tremaining: 5.89s\n28:\tlearn: 0.4923740\ttotal: 631ms\tremaining: 5.9s\n29:\tlearn: 0.4921673\ttotal: 654ms\tremaining: 5.89s\n30:\tlearn: 0.4913661\ttotal: 682ms\tremaining: 5.91s\n31:\tlearn: 0.4908276\ttotal: 710ms\tremaining: 5.94s\n32:\tlearn: 0.4904732\ttotal: 733ms\tremaining: 5.93s\n33:\tlearn: 0.4900446\ttotal: 758ms\tremaining: 5.93s\n34:\tlearn: 0.4895094\ttotal: 786ms\tremaining: 5.95s\n35:\tlearn: 0.4893395\ttotal: 808ms\tremaining: 5.92s\n36:\tlearn: 0.4889434\ttotal: 830ms\tremaining: 5.9s\n37:\tlearn: 0.4887153\ttotal: 858ms\tremaining: 5.92s\n38:\tlearn: 0.4882866\ttotal: 892ms\tremaining: 5.97s\n39:\tlearn: 0.4880042\ttotal: 921ms\tremaining: 5.99s\n40:\tlearn: 0.4878044\ttotal: 947ms\tremaining: 5.98s\n41:\tlearn: 0.4875466\ttotal: 978ms\tremaining: 6.01s\n42:\tlearn: 0.4874429\ttotal: 1s\tremaining: 5.99s\n43:\tlearn: 0.4871288\ttotal: 1.03s\tremaining: 5.99s\n44:\tlearn: 0.4868910\ttotal: 1.05s\tremaining: 5.95s\n45:\tlearn: 0.4865441\ttotal: 1.07s\tremaining: 5.93s\n46:\tlearn: 0.4863254\ttotal: 1.09s\tremaining: 5.88s\n47:\tlearn: 0.4859879\ttotal: 1.11s\tremaining: 5.85s\n48:\tlearn: 0.4857584\ttotal: 1.13s\tremaining: 5.81s\n49:\tlearn: 0.4855686\ttotal: 1.15s\tremaining: 5.77s\n50:\tlearn: 0.4854785\ttotal: 1.18s\tremaining: 5.74s\n51:\tlearn: 0.4853674\ttotal: 1.2s\tremaining: 5.72s\n52:\tlearn: 0.4851877\ttotal: 1.22s\tremaining: 5.69s\n53:\tlearn: 0.4847734\ttotal: 1.25s\tremaining: 5.67s\n54:\tlearn: 0.4845723\ttotal: 1.27s\tremaining: 5.67s\n55:\tlearn: 0.4843297\ttotal: 1.3s\tremaining: 5.65s\n56:\tlearn: 0.4841480\ttotal: 1.32s\tremaining: 5.65s\n57:\tlearn: 0.4839931\ttotal: 1.35s\tremaining: 5.64s\n58:\tlearn: 0.4837094\ttotal: 1.38s\tremaining: 5.62s\n59:\tlearn: 0.4834827\ttotal: 1.4s\tremaining: 5.61s\n60:\tlearn: 0.4832104\ttotal: 1.43s\tremaining: 5.61s\n61:\tlearn: 0.4831135\ttotal: 1.46s\tremaining: 5.6s\n62:\tlearn: 0.4828720\ttotal: 1.49s\tremaining: 5.59s\n63:\tlearn: 0.4826198\ttotal: 1.51s\tremaining: 5.58s\n64:\tlearn: 0.4824960\ttotal: 1.54s\tremaining: 5.56s\n65:\tlearn: 0.4823480\ttotal: 1.56s\tremaining: 5.55s\n66:\tlearn: 0.4820570\ttotal: 1.59s\tremaining: 5.54s\n67:\tlearn: 0.4819383\ttotal: 1.62s\tremaining: 5.52s\n68:\tlearn: 0.4817532\ttotal: 1.64s\tremaining: 5.5s\n69:\tlearn: 0.4814469\ttotal: 1.67s\tremaining: 5.49s\n70:\tlearn: 0.4810769\ttotal: 1.69s\tremaining: 5.46s\n71:\tlearn: 0.4808690\ttotal: 1.73s\tremaining: 5.46s\n72:\tlearn: 0.4808012\ttotal: 1.75s\tremaining: 5.45s\n73:\tlearn: 0.4805413\ttotal: 1.78s\tremaining: 5.44s\n74:\tlearn: 0.4802811\ttotal: 1.81s\tremaining: 5.42s\n75:\tlearn: 0.4802185\ttotal: 1.83s\tremaining: 5.41s\n76:\tlearn: 0.4801180\ttotal: 1.85s\tremaining: 5.37s\n77:\tlearn: 0.4798586\ttotal: 1.88s\tremaining: 5.35s\n78:\tlearn: 0.4795761\ttotal: 1.91s\tremaining: 5.33s\n79:\tlearn: 0.4794185\ttotal: 1.93s\tremaining: 5.31s\n80:\tlearn: 0.4791657\ttotal: 1.96s\tremaining: 5.3s\n81:\tlearn: 0.4790770\ttotal: 1.99s\tremaining: 5.28s\n82:\tlearn: 0.4789757\ttotal: 2.01s\tremaining: 5.26s\n83:\tlearn: 0.4787629\ttotal: 2.03s\tremaining: 5.23s\n84:\tlearn: 0.4786541\ttotal: 2.06s\tremaining: 5.2s\n85:\tlearn: 0.4784652\ttotal: 2.08s\tremaining: 5.17s\n86:\tlearn: 0.4783826\ttotal: 2.1s\tremaining: 5.14s\n87:\tlearn: 0.4782085\ttotal: 2.12s\tremaining: 5.12s\n88:\tlearn: 0.4778969\ttotal: 2.15s\tremaining: 5.1s\n89:\tlearn: 0.4778202\ttotal: 2.17s\tremaining: 5.07s\n90:\tlearn: 0.4777127\ttotal: 2.19s\tremaining: 5.04s\n91:\tlearn: 0.4776000\ttotal: 2.22s\tremaining: 5.02s\n92:\tlearn: 0.4774990\ttotal: 2.25s\tremaining: 5.01s\n93:\tlearn: 0.4773132\ttotal: 2.28s\tremaining: 5s\n94:\tlearn: 0.4772197\ttotal: 2.31s\tremaining: 4.98s\n95:\tlearn: 0.4770720\ttotal: 2.33s\tremaining: 4.96s\n96:\tlearn: 0.4769829\ttotal: 2.36s\tremaining: 4.94s\n97:\tlearn: 0.4768519\ttotal: 2.39s\tremaining: 4.92s\n98:\tlearn: 0.4767462\ttotal: 2.41s\tremaining: 4.89s\n99:\tlearn: 0.4766562\ttotal: 2.43s\tremaining: 4.86s\n100:\tlearn: 0.4765227\ttotal: 2.46s\tremaining: 4.84s\n101:\tlearn: 0.4764105\ttotal: 2.48s\tremaining: 4.8s\n102:\tlearn: 0.4762584\ttotal: 2.5s\tremaining: 4.78s\n103:\tlearn: 0.4761503\ttotal: 2.52s\tremaining: 4.75s\n104:\tlearn: 0.4760847\ttotal: 2.54s\tremaining: 4.72s\n105:\tlearn: 0.4759192\ttotal: 2.57s\tremaining: 4.7s\n106:\tlearn: 0.4756911\ttotal: 2.6s\tremaining: 4.69s\n107:\tlearn: 0.4754772\ttotal: 2.63s\tremaining: 4.68s\n108:\tlearn: 0.4753977\ttotal: 2.65s\tremaining: 4.65s\n109:\tlearn: 0.4752101\ttotal: 2.67s\tremaining: 4.62s\n110:\tlearn: 0.4750194\ttotal: 2.7s\tremaining: 4.6s\n111:\tlearn: 0.4749414\ttotal: 2.72s\tremaining: 4.57s\n112:\tlearn: 0.4748710\ttotal: 2.74s\tremaining: 4.54s\n113:\tlearn: 0.4747365\ttotal: 2.76s\tremaining: 4.51s\n114:\tlearn: 0.4746003\ttotal: 2.78s\tremaining: 4.47s\n115:\tlearn: 0.4744747\ttotal: 2.8s\tremaining: 4.44s\n116:\tlearn: 0.4742817\ttotal: 2.82s\tremaining: 4.41s\n117:\tlearn: 0.4740695\ttotal: 2.84s\tremaining: 4.38s\n118:\tlearn: 0.4739460\ttotal: 2.86s\tremaining: 4.36s\n119:\tlearn: 0.4738103\ttotal: 2.88s\tremaining: 4.33s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "120:\tlearn: 0.4736493\ttotal: 2.91s\tremaining: 4.3s\n121:\tlearn: 0.4735242\ttotal: 2.93s\tremaining: 4.27s\n122:\tlearn: 0.4734389\ttotal: 2.95s\tremaining: 4.25s\n123:\tlearn: 0.4733540\ttotal: 2.98s\tremaining: 4.23s\n124:\tlearn: 0.4732070\ttotal: 3s\tremaining: 4.2s\n125:\tlearn: 0.4731436\ttotal: 3.02s\tremaining: 4.17s\n126:\tlearn: 0.4730711\ttotal: 3.05s\tremaining: 4.15s\n127:\tlearn: 0.4729097\ttotal: 3.07s\tremaining: 4.13s\n128:\tlearn: 0.4728474\ttotal: 3.1s\tremaining: 4.12s\n129:\tlearn: 0.4727679\ttotal: 3.13s\tremaining: 4.09s\n130:\tlearn: 0.4726465\ttotal: 3.16s\tremaining: 4.07s\n131:\tlearn: 0.4725582\ttotal: 3.18s\tremaining: 4.05s\n132:\tlearn: 0.4724484\ttotal: 3.21s\tremaining: 4.03s\n133:\tlearn: 0.4723313\ttotal: 3.24s\tremaining: 4.01s\n134:\tlearn: 0.4721671\ttotal: 3.27s\tremaining: 3.99s\n135:\tlearn: 0.4719921\ttotal: 3.3s\tremaining: 3.98s\n136:\tlearn: 0.4718817\ttotal: 3.33s\tremaining: 3.96s\n137:\tlearn: 0.4717420\ttotal: 3.35s\tremaining: 3.93s\n138:\tlearn: 0.4716690\ttotal: 3.38s\tremaining: 3.91s\n139:\tlearn: 0.4715763\ttotal: 3.4s\tremaining: 3.89s\n140:\tlearn: 0.4714866\ttotal: 3.42s\tremaining: 3.86s\n141:\tlearn: 0.4713448\ttotal: 3.44s\tremaining: 3.83s\n142:\tlearn: 0.4712560\ttotal: 3.47s\tremaining: 3.81s\n143:\tlearn: 0.4712029\ttotal: 3.49s\tremaining: 3.78s\n144:\tlearn: 0.4710328\ttotal: 3.51s\tremaining: 3.75s\n145:\tlearn: 0.4709768\ttotal: 3.54s\tremaining: 3.73s\n146:\tlearn: 0.4708825\ttotal: 3.56s\tremaining: 3.71s\n147:\tlearn: 0.4708296\ttotal: 3.59s\tremaining: 3.69s\n148:\tlearn: 0.4707681\ttotal: 3.62s\tremaining: 3.67s\n149:\tlearn: 0.4706173\ttotal: 3.64s\tremaining: 3.64s\n150:\tlearn: 0.4704949\ttotal: 3.67s\tremaining: 3.62s\n151:\tlearn: 0.4704140\ttotal: 3.7s\tremaining: 3.6s\n152:\tlearn: 0.4703481\ttotal: 3.73s\tremaining: 3.58s\n153:\tlearn: 0.4703013\ttotal: 3.75s\tremaining: 3.56s\n154:\tlearn: 0.4702457\ttotal: 3.77s\tremaining: 3.53s\n155:\tlearn: 0.4701390\ttotal: 3.79s\tremaining: 3.5s\n156:\tlearn: 0.4700282\ttotal: 3.81s\tremaining: 3.47s\n157:\tlearn: 0.4699900\ttotal: 3.83s\tremaining: 3.45s\n158:\tlearn: 0.4699060\ttotal: 3.86s\tremaining: 3.42s\n159:\tlearn: 0.4698582\ttotal: 3.88s\tremaining: 3.4s\n160:\tlearn: 0.4697490\ttotal: 3.9s\tremaining: 3.37s\n161:\tlearn: 0.4696663\ttotal: 3.92s\tremaining: 3.34s\n162:\tlearn: 0.4695993\ttotal: 3.95s\tremaining: 3.32s\n163:\tlearn: 0.4695103\ttotal: 3.98s\tremaining: 3.31s\n164:\tlearn: 0.4694508\ttotal: 4.01s\tremaining: 3.28s\n165:\tlearn: 0.4694081\ttotal: 4.03s\tremaining: 3.25s\n166:\tlearn: 0.4693491\ttotal: 4.05s\tremaining: 3.23s\n167:\tlearn: 0.4693115\ttotal: 4.07s\tremaining: 3.2s\n168:\tlearn: 0.4691877\ttotal: 4.09s\tremaining: 3.17s\n169:\tlearn: 0.4691465\ttotal: 4.11s\tremaining: 3.14s\n170:\tlearn: 0.4690223\ttotal: 4.13s\tremaining: 3.12s\n171:\tlearn: 0.4689564\ttotal: 4.15s\tremaining: 3.09s\n172:\tlearn: 0.4689067\ttotal: 4.17s\tremaining: 3.06s\n173:\tlearn: 0.4687641\ttotal: 4.19s\tremaining: 3.04s\n174:\tlearn: 0.4687317\ttotal: 4.21s\tremaining: 3.01s\n175:\tlearn: 0.4686638\ttotal: 4.24s\tremaining: 2.99s\n176:\tlearn: 0.4686019\ttotal: 4.26s\tremaining: 2.96s\n177:\tlearn: 0.4684865\ttotal: 4.28s\tremaining: 2.94s\n178:\tlearn: 0.4684185\ttotal: 4.31s\tremaining: 2.91s\n179:\tlearn: 0.4683478\ttotal: 4.33s\tremaining: 2.88s\n180:\tlearn: 0.4682845\ttotal: 4.35s\tremaining: 2.86s\n181:\tlearn: 0.4681982\ttotal: 4.37s\tremaining: 2.83s\n182:\tlearn: 0.4680802\ttotal: 4.4s\tremaining: 2.81s\n183:\tlearn: 0.4680469\ttotal: 4.42s\tremaining: 2.79s\n184:\tlearn: 0.4679863\ttotal: 4.44s\tremaining: 2.76s\n185:\tlearn: 0.4678777\ttotal: 4.46s\tremaining: 2.73s\n186:\tlearn: 0.4678388\ttotal: 4.48s\tremaining: 2.71s\n187:\tlearn: 0.4677619\ttotal: 4.5s\tremaining: 2.68s\n188:\tlearn: 0.4676545\ttotal: 4.52s\tremaining: 2.66s\n189:\tlearn: 0.4676033\ttotal: 4.54s\tremaining: 2.63s\n190:\tlearn: 0.4675602\ttotal: 4.56s\tremaining: 2.6s\n191:\tlearn: 0.4674999\ttotal: 4.59s\tremaining: 2.58s\n192:\tlearn: 0.4674668\ttotal: 4.61s\tremaining: 2.56s\n193:\tlearn: 0.4674368\ttotal: 4.63s\tremaining: 2.53s\n194:\tlearn: 0.4673890\ttotal: 4.66s\tremaining: 2.51s\n195:\tlearn: 0.4672809\ttotal: 4.68s\tremaining: 2.48s\n196:\tlearn: 0.4672052\ttotal: 4.7s\tremaining: 2.46s\n197:\tlearn: 0.4671755\ttotal: 4.72s\tremaining: 2.43s\n198:\tlearn: 0.4671053\ttotal: 4.74s\tremaining: 2.41s\n199:\tlearn: 0.4669894\ttotal: 4.77s\tremaining: 2.38s\n200:\tlearn: 0.4669085\ttotal: 4.79s\tremaining: 2.36s\n201:\tlearn: 0.4668332\ttotal: 4.81s\tremaining: 2.33s\n202:\tlearn: 0.4667423\ttotal: 4.83s\tremaining: 2.31s\n203:\tlearn: 0.4666311\ttotal: 4.87s\tremaining: 2.29s\n204:\tlearn: 0.4665614\ttotal: 4.89s\tremaining: 2.27s\n205:\tlearn: 0.4665332\ttotal: 4.92s\tremaining: 2.25s\n206:\tlearn: 0.4664381\ttotal: 4.95s\tremaining: 2.23s\n207:\tlearn: 0.4663802\ttotal: 4.98s\tremaining: 2.2s\n208:\tlearn: 0.4662636\ttotal: 5s\tremaining: 2.18s\n209:\tlearn: 0.4661886\ttotal: 5.03s\tremaining: 2.15s\n210:\tlearn: 0.4661124\ttotal: 5.05s\tremaining: 2.13s\n211:\tlearn: 0.4660260\ttotal: 5.08s\tremaining: 2.11s\n212:\tlearn: 0.4659813\ttotal: 5.1s\tremaining: 2.08s\n213:\tlearn: 0.4659285\ttotal: 5.13s\tremaining: 2.06s\n214:\tlearn: 0.4658490\ttotal: 5.15s\tremaining: 2.04s\n215:\tlearn: 0.4657899\ttotal: 5.17s\tremaining: 2.01s\n216:\tlearn: 0.4657439\ttotal: 5.19s\tremaining: 1.99s\n217:\tlearn: 0.4656815\ttotal: 5.21s\tremaining: 1.96s\n218:\tlearn: 0.4656060\ttotal: 5.24s\tremaining: 1.94s\n219:\tlearn: 0.4655177\ttotal: 5.27s\tremaining: 1.92s\n220:\tlearn: 0.4654640\ttotal: 5.29s\tremaining: 1.89s\n221:\tlearn: 0.4654076\ttotal: 5.32s\tremaining: 1.87s\n222:\tlearn: 0.4653471\ttotal: 5.34s\tremaining: 1.84s\n223:\tlearn: 0.4652772\ttotal: 5.36s\tremaining: 1.82s\n224:\tlearn: 0.4651951\ttotal: 5.38s\tremaining: 1.79s\n225:\tlearn: 0.4651526\ttotal: 5.4s\tremaining: 1.77s\n226:\tlearn: 0.4650936\ttotal: 5.43s\tremaining: 1.75s\n227:\tlearn: 0.4650341\ttotal: 5.46s\tremaining: 1.72s\n228:\tlearn: 0.4649494\ttotal: 5.49s\tremaining: 1.7s\n229:\tlearn: 0.4648984\ttotal: 5.51s\tremaining: 1.68s\n230:\tlearn: 0.4647837\ttotal: 5.53s\tremaining: 1.65s\n231:\tlearn: 0.4647427\ttotal: 5.55s\tremaining: 1.63s\n232:\tlearn: 0.4646802\ttotal: 5.57s\tremaining: 1.6s\n233:\tlearn: 0.4646382\ttotal: 5.59s\tremaining: 1.58s\n234:\tlearn: 0.4646068\ttotal: 5.61s\tremaining: 1.55s\n235:\tlearn: 0.4645515\ttotal: 5.63s\tremaining: 1.53s\n236:\tlearn: 0.4645114\ttotal: 5.65s\tremaining: 1.5s\n237:\tlearn: 0.4644699\ttotal: 5.67s\tremaining: 1.48s\n238:\tlearn: 0.4644264\ttotal: 5.69s\tremaining: 1.45s\n239:\tlearn: 0.4643449\ttotal: 5.71s\tremaining: 1.43s\n240:\tlearn: 0.4642995\ttotal: 5.73s\tremaining: 1.4s\n241:\tlearn: 0.4642072\ttotal: 5.76s\tremaining: 1.38s\n242:\tlearn: 0.4641780\ttotal: 5.78s\tremaining: 1.36s\n243:\tlearn: 0.4641337\ttotal: 5.8s\tremaining: 1.33s\n244:\tlearn: 0.4640928\ttotal: 5.83s\tremaining: 1.31s\n245:\tlearn: 0.4640553\ttotal: 5.85s\tremaining: 1.28s\n246:\tlearn: 0.4640221\ttotal: 5.88s\tremaining: 1.26s\n247:\tlearn: 0.4639769\ttotal: 5.9s\tremaining: 1.24s\n248:\tlearn: 0.4639386\ttotal: 5.92s\tremaining: 1.21s\n249:\tlearn: 0.4638991\ttotal: 5.94s\tremaining: 1.19s\n250:\tlearn: 0.4638647\ttotal: 5.96s\tremaining: 1.16s\n251:\tlearn: 0.4637852\ttotal: 5.99s\tremaining: 1.14s\n252:\tlearn: 0.4637341\ttotal: 6.01s\tremaining: 1.12s\n253:\tlearn: 0.4637102\ttotal: 6.03s\tremaining: 1.09s\n254:\tlearn: 0.4636812\ttotal: 6.06s\tremaining: 1.07s\n255:\tlearn: 0.4636285\ttotal: 6.08s\tremaining: 1.04s\n256:\tlearn: 0.4635728\ttotal: 6.1s\tremaining: 1.02s\n257:\tlearn: 0.4635077\ttotal: 6.13s\tremaining: 999ms\n258:\tlearn: 0.4634108\ttotal: 6.16s\tremaining: 975ms\n259:\tlearn: 0.4633645\ttotal: 6.18s\tremaining: 951ms\n260:\tlearn: 0.4633292\ttotal: 6.2s\tremaining: 927ms\n261:\tlearn: 0.4632436\ttotal: 6.23s\tremaining: 904ms\n262:\tlearn: 0.4631955\ttotal: 6.25s\tremaining: 880ms\n263:\tlearn: 0.4631354\ttotal: 6.28s\tremaining: 856ms\n264:\tlearn: 0.4630922\ttotal: 6.3s\tremaining: 833ms\n265:\tlearn: 0.4630524\ttotal: 6.33s\tremaining: 809ms\n266:\tlearn: 0.4630137\ttotal: 6.36s\tremaining: 786ms\n267:\tlearn: 0.4629814\ttotal: 6.38s\tremaining: 762ms\n268:\tlearn: 0.4629428\ttotal: 6.41s\tremaining: 739ms\n269:\tlearn: 0.4628884\ttotal: 6.43s\tremaining: 715ms\n270:\tlearn: 0.4628547\ttotal: 6.46s\tremaining: 691ms\n271:\tlearn: 0.4627982\ttotal: 6.48s\tremaining: 667ms\n272:\tlearn: 0.4627706\ttotal: 6.5s\tremaining: 643ms\n273:\tlearn: 0.4626911\ttotal: 6.53s\tremaining: 619ms\n274:\tlearn: 0.4626262\ttotal: 6.55s\tremaining: 596ms\n275:\tlearn: 0.4625491\ttotal: 6.57s\tremaining: 572ms\n276:\tlearn: 0.4625044\ttotal: 6.6s\tremaining: 548ms\n277:\tlearn: 0.4624710\ttotal: 6.62s\tremaining: 524ms\n278:\tlearn: 0.4624079\ttotal: 6.64s\tremaining: 500ms\n279:\tlearn: 0.4623508\ttotal: 6.67s\tremaining: 477ms\n280:\tlearn: 0.4622957\ttotal: 6.71s\tremaining: 453ms\n281:\tlearn: 0.4622430\ttotal: 6.73s\tremaining: 430ms\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "282:\tlearn: 0.4621944\ttotal: 6.76s\tremaining: 406ms\n283:\tlearn: 0.4621331\ttotal: 6.78s\tremaining: 382ms\n284:\tlearn: 0.4620999\ttotal: 6.81s\tremaining: 358ms\n285:\tlearn: 0.4620616\ttotal: 6.83s\tremaining: 334ms\n286:\tlearn: 0.4620120\ttotal: 6.86s\tremaining: 311ms\n287:\tlearn: 0.4619652\ttotal: 6.88s\tremaining: 287ms\n288:\tlearn: 0.4619356\ttotal: 6.91s\tremaining: 263ms\n289:\tlearn: 0.4619059\ttotal: 6.94s\tremaining: 239ms\n290:\tlearn: 0.4618679\ttotal: 6.96s\tremaining: 215ms\n291:\tlearn: 0.4618256\ttotal: 6.99s\tremaining: 191ms\n292:\tlearn: 0.4617951\ttotal: 7.02s\tremaining: 168ms\n293:\tlearn: 0.4617525\ttotal: 7.05s\tremaining: 144ms\n294:\tlearn: 0.4617264\ttotal: 7.07s\tremaining: 120ms\n295:\tlearn: 0.4616786\ttotal: 7.09s\tremaining: 95.9ms\n296:\tlearn: 0.4616382\ttotal: 7.12s\tremaining: 71.9ms\n297:\tlearn: 0.4615986\ttotal: 7.14s\tremaining: 47.9ms\n298:\tlearn: 0.4615587\ttotal: 7.16s\tremaining: 23.9ms\n299:\tlearn: 0.4615070\ttotal: 7.18s\tremaining: 0us\n0:\tlearn: 0.6813047\ttotal: 27.1ms\tremaining: 8.1s\n1:\tlearn: 0.6701049\ttotal: 51.4ms\tremaining: 7.66s\n2:\tlearn: 0.6596473\ttotal: 73.7ms\tremaining: 7.3s\n3:\tlearn: 0.6498430\ttotal: 94.7ms\tremaining: 7.01s\n4:\tlearn: 0.6406073\ttotal: 119ms\tremaining: 7.04s\n5:\tlearn: 0.6319951\ttotal: 138ms\tremaining: 6.78s\n6:\tlearn: 0.6239807\ttotal: 157ms\tremaining: 6.58s\n7:\tlearn: 0.6162366\ttotal: 177ms\tremaining: 6.46s\n8:\tlearn: 0.6091583\ttotal: 197ms\tremaining: 6.38s\n9:\tlearn: 0.6025608\ttotal: 217ms\tremaining: 6.28s\n10:\tlearn: 0.5965111\ttotal: 236ms\tremaining: 6.19s\n11:\tlearn: 0.5907381\ttotal: 257ms\tremaining: 6.17s\n12:\tlearn: 0.5854899\ttotal: 276ms\tremaining: 6.1s\n13:\tlearn: 0.5803520\ttotal: 298ms\tremaining: 6.09s\n14:\tlearn: 0.5755657\ttotal: 317ms\tremaining: 6.03s\n15:\tlearn: 0.5710825\ttotal: 338ms\tremaining: 5.99s\n16:\tlearn: 0.5668519\ttotal: 357ms\tremaining: 5.94s\n17:\tlearn: 0.5630768\ttotal: 376ms\tremaining: 5.88s\n18:\tlearn: 0.5594241\ttotal: 394ms\tremaining: 5.82s\n19:\tlearn: 0.5559595\ttotal: 417ms\tremaining: 5.84s\n20:\tlearn: 0.5528077\ttotal: 436ms\tremaining: 5.79s\n21:\tlearn: 0.5496172\ttotal: 456ms\tremaining: 5.76s\n22:\tlearn: 0.5467460\ttotal: 475ms\tremaining: 5.71s\n23:\tlearn: 0.5440696\ttotal: 493ms\tremaining: 5.67s\n24:\tlearn: 0.5417180\ttotal: 512ms\tremaining: 5.63s\n25:\tlearn: 0.5394496\ttotal: 534ms\tremaining: 5.62s\n26:\tlearn: 0.5372721\ttotal: 555ms\tremaining: 5.61s\n27:\tlearn: 0.5351466\ttotal: 574ms\tremaining: 5.58s\n28:\tlearn: 0.5332207\ttotal: 596ms\tremaining: 5.57s\n29:\tlearn: 0.5313226\ttotal: 619ms\tremaining: 5.57s\n30:\tlearn: 0.5294026\ttotal: 647ms\tremaining: 5.61s\n31:\tlearn: 0.5277393\ttotal: 671ms\tremaining: 5.62s\n32:\tlearn: 0.5261658\ttotal: 695ms\tremaining: 5.62s\n33:\tlearn: 0.5246275\ttotal: 718ms\tremaining: 5.62s\n34:\tlearn: 0.5232499\ttotal: 739ms\tremaining: 5.59s\n35:\tlearn: 0.5221148\ttotal: 762ms\tremaining: 5.59s\n36:\tlearn: 0.5208290\ttotal: 781ms\tremaining: 5.55s\n37:\tlearn: 0.5197589\ttotal: 799ms\tremaining: 5.51s\n38:\tlearn: 0.5187717\ttotal: 820ms\tremaining: 5.49s\n39:\tlearn: 0.5176556\ttotal: 839ms\tremaining: 5.45s\n40:\tlearn: 0.5167219\ttotal: 859ms\tremaining: 5.43s\n41:\tlearn: 0.5158614\ttotal: 879ms\tremaining: 5.4s\n42:\tlearn: 0.5149967\ttotal: 901ms\tremaining: 5.38s\n43:\tlearn: 0.5141966\ttotal: 927ms\tremaining: 5.39s\n44:\tlearn: 0.5134764\ttotal: 951ms\tremaining: 5.39s\n45:\tlearn: 0.5126480\ttotal: 973ms\tremaining: 5.37s\n46:\tlearn: 0.5119347\ttotal: 999ms\tremaining: 5.38s\n47:\tlearn: 0.5112129\ttotal: 1.03s\tremaining: 5.39s\n48:\tlearn: 0.5105531\ttotal: 1.05s\tremaining: 5.38s\n49:\tlearn: 0.5099483\ttotal: 1.08s\tremaining: 5.4s\n50:\tlearn: 0.5092927\ttotal: 1.1s\tremaining: 5.38s\n51:\tlearn: 0.5086672\ttotal: 1.12s\tremaining: 5.36s\n52:\tlearn: 0.5082294\ttotal: 1.14s\tremaining: 5.33s\n53:\tlearn: 0.5076711\ttotal: 1.17s\tremaining: 5.32s\n54:\tlearn: 0.5072002\ttotal: 1.19s\tremaining: 5.28s\n55:\tlearn: 0.5066868\ttotal: 1.21s\tremaining: 5.26s\n56:\tlearn: 0.5061881\ttotal: 1.23s\tremaining: 5.24s\n57:\tlearn: 0.5058219\ttotal: 1.25s\tremaining: 5.2s\n58:\tlearn: 0.5054560\ttotal: 1.27s\tremaining: 5.19s\n59:\tlearn: 0.5050692\ttotal: 1.29s\tremaining: 5.16s\n60:\tlearn: 0.5046673\ttotal: 1.31s\tremaining: 5.13s\n61:\tlearn: 0.5043623\ttotal: 1.33s\tremaining: 5.09s\n62:\tlearn: 0.5039336\ttotal: 1.35s\tremaining: 5.08s\n63:\tlearn: 0.5036147\ttotal: 1.37s\tremaining: 5.06s\n64:\tlearn: 0.5032683\ttotal: 1.39s\tremaining: 5.04s\n65:\tlearn: 0.5029883\ttotal: 1.42s\tremaining: 5.03s\n66:\tlearn: 0.5026673\ttotal: 1.44s\tremaining: 5.01s\n67:\tlearn: 0.5024316\ttotal: 1.46s\tremaining: 4.99s\n68:\tlearn: 0.5022048\ttotal: 1.48s\tremaining: 4.97s\n69:\tlearn: 0.5019455\ttotal: 1.51s\tremaining: 4.96s\n70:\tlearn: 0.5017053\ttotal: 1.53s\tremaining: 4.95s\n71:\tlearn: 0.5014245\ttotal: 1.55s\tremaining: 4.93s\n72:\tlearn: 0.5011352\ttotal: 1.57s\tremaining: 4.9s\n73:\tlearn: 0.5009009\ttotal: 1.6s\tremaining: 4.88s\n74:\tlearn: 0.5006675\ttotal: 1.62s\tremaining: 4.86s\n75:\tlearn: 0.5004418\ttotal: 1.64s\tremaining: 4.84s\n76:\tlearn: 0.5002455\ttotal: 1.67s\tremaining: 4.84s\n77:\tlearn: 0.5000435\ttotal: 1.69s\tremaining: 4.82s\n78:\tlearn: 0.4998006\ttotal: 1.72s\tremaining: 4.81s\n79:\tlearn: 0.4996021\ttotal: 1.74s\tremaining: 4.79s\n80:\tlearn: 0.4993640\ttotal: 1.76s\tremaining: 4.77s\n81:\tlearn: 0.4991526\ttotal: 1.78s\tremaining: 4.75s\n82:\tlearn: 0.4989577\ttotal: 1.81s\tremaining: 4.73s\n83:\tlearn: 0.4988353\ttotal: 1.84s\tremaining: 4.72s\n84:\tlearn: 0.4987055\ttotal: 1.86s\tremaining: 4.72s\n85:\tlearn: 0.4984927\ttotal: 1.89s\tremaining: 4.71s\n86:\tlearn: 0.4983149\ttotal: 1.92s\tremaining: 4.7s\n87:\tlearn: 0.4981974\ttotal: 1.94s\tremaining: 4.68s\n88:\tlearn: 0.4980268\ttotal: 1.97s\tremaining: 4.66s\n89:\tlearn: 0.4978550\ttotal: 1.99s\tremaining: 4.63s\n90:\tlearn: 0.4976834\ttotal: 2.01s\tremaining: 4.61s\n91:\tlearn: 0.4976036\ttotal: 2.03s\tremaining: 4.58s\n92:\tlearn: 0.4974429\ttotal: 2.04s\tremaining: 4.55s\n93:\tlearn: 0.4973057\ttotal: 2.06s\tremaining: 4.52s\n94:\tlearn: 0.4971762\ttotal: 2.09s\tremaining: 4.5s\n95:\tlearn: 0.4970169\ttotal: 2.1s\tremaining: 4.47s\n96:\tlearn: 0.4969274\ttotal: 2.13s\tremaining: 4.45s\n97:\tlearn: 0.4968268\ttotal: 2.15s\tremaining: 4.42s\n98:\tlearn: 0.4967161\ttotal: 2.17s\tremaining: 4.41s\n99:\tlearn: 0.4966143\ttotal: 2.19s\tremaining: 4.38s\n100:\tlearn: 0.4964689\ttotal: 2.21s\tremaining: 4.36s\n101:\tlearn: 0.4963796\ttotal: 2.23s\tremaining: 4.33s\n102:\tlearn: 0.4962751\ttotal: 2.25s\tremaining: 4.31s\n103:\tlearn: 0.4961793\ttotal: 2.28s\tremaining: 4.29s\n104:\tlearn: 0.4960026\ttotal: 2.3s\tremaining: 4.27s\n105:\tlearn: 0.4958292\ttotal: 2.32s\tremaining: 4.25s\n106:\tlearn: 0.4957067\ttotal: 2.35s\tremaining: 4.23s\n107:\tlearn: 0.4955954\ttotal: 2.37s\tremaining: 4.21s\n108:\tlearn: 0.4954428\ttotal: 2.4s\tremaining: 4.2s\n109:\tlearn: 0.4953499\ttotal: 2.42s\tremaining: 4.18s\n110:\tlearn: 0.4951870\ttotal: 2.46s\tremaining: 4.18s\n111:\tlearn: 0.4951063\ttotal: 2.47s\tremaining: 4.15s\n112:\tlearn: 0.4950100\ttotal: 2.5s\tremaining: 4.13s\n113:\tlearn: 0.4949357\ttotal: 2.52s\tremaining: 4.11s\n114:\tlearn: 0.4948352\ttotal: 2.54s\tremaining: 4.08s\n115:\tlearn: 0.4947113\ttotal: 2.56s\tremaining: 4.05s\n116:\tlearn: 0.4946180\ttotal: 2.57s\tremaining: 4.03s\n117:\tlearn: 0.4945225\ttotal: 2.6s\tremaining: 4s\n118:\tlearn: 0.4944442\ttotal: 2.62s\tremaining: 3.98s\n119:\tlearn: 0.4943662\ttotal: 2.63s\tremaining: 3.95s\n120:\tlearn: 0.4942849\ttotal: 2.65s\tremaining: 3.93s\n121:\tlearn: 0.4941463\ttotal: 2.67s\tremaining: 3.9s\n122:\tlearn: 0.4940523\ttotal: 2.69s\tremaining: 3.88s\n123:\tlearn: 0.4939817\ttotal: 2.71s\tremaining: 3.85s\n124:\tlearn: 0.4938398\ttotal: 2.73s\tremaining: 3.83s\n125:\tlearn: 0.4937912\ttotal: 2.76s\tremaining: 3.81s\n126:\tlearn: 0.4936855\ttotal: 2.77s\tremaining: 3.78s\n127:\tlearn: 0.4936317\ttotal: 2.79s\tremaining: 3.75s\n128:\tlearn: 0.4935245\ttotal: 2.81s\tremaining: 3.73s\n129:\tlearn: 0.4934500\ttotal: 2.83s\tremaining: 3.71s\n130:\tlearn: 0.4933747\ttotal: 2.86s\tremaining: 3.69s\n131:\tlearn: 0.4932466\ttotal: 2.88s\tremaining: 3.67s\n132:\tlearn: 0.4931544\ttotal: 2.9s\tremaining: 3.64s\n133:\tlearn: 0.4931001\ttotal: 2.92s\tremaining: 3.62s\n134:\tlearn: 0.4930347\ttotal: 2.94s\tremaining: 3.6s\n135:\tlearn: 0.4929389\ttotal: 2.96s\tremaining: 3.57s\n136:\tlearn: 0.4928398\ttotal: 2.98s\tremaining: 3.55s\n137:\tlearn: 0.4927136\ttotal: 3.01s\tremaining: 3.53s\n138:\tlearn: 0.4926444\ttotal: 3.03s\tremaining: 3.51s\n139:\tlearn: 0.4925359\ttotal: 3.06s\tremaining: 3.49s\n140:\tlearn: 0.4924803\ttotal: 3.08s\tremaining: 3.47s\n141:\tlearn: 0.4924091\ttotal: 3.1s\tremaining: 3.45s\n142:\tlearn: 0.4922961\ttotal: 3.13s\tremaining: 3.43s\n143:\tlearn: 0.4922566\ttotal: 3.15s\tremaining: 3.41s\n144:\tlearn: 0.4922142\ttotal: 3.17s\tremaining: 3.39s\n145:\tlearn: 0.4921560\ttotal: 3.2s\tremaining: 3.37s\n146:\tlearn: 0.4921089\ttotal: 3.22s\tremaining: 3.35s\n147:\tlearn: 0.4920393\ttotal: 3.24s\tremaining: 3.33s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "148:\tlearn: 0.4919611\ttotal: 3.26s\tremaining: 3.31s\n149:\tlearn: 0.4919184\ttotal: 3.29s\tremaining: 3.29s\n150:\tlearn: 0.4918002\ttotal: 3.31s\tremaining: 3.27s\n151:\tlearn: 0.4917357\ttotal: 3.33s\tremaining: 3.24s\n152:\tlearn: 0.4916677\ttotal: 3.35s\tremaining: 3.21s\n153:\tlearn: 0.4916132\ttotal: 3.37s\tremaining: 3.19s\n154:\tlearn: 0.4915032\ttotal: 3.39s\tremaining: 3.17s\n155:\tlearn: 0.4914684\ttotal: 3.41s\tremaining: 3.15s\n156:\tlearn: 0.4914010\ttotal: 3.43s\tremaining: 3.13s\n157:\tlearn: 0.4913518\ttotal: 3.46s\tremaining: 3.1s\n158:\tlearn: 0.4912736\ttotal: 3.48s\tremaining: 3.08s\n159:\tlearn: 0.4911842\ttotal: 3.5s\tremaining: 3.06s\n160:\tlearn: 0.4911125\ttotal: 3.52s\tremaining: 3.04s\n161:\tlearn: 0.4910150\ttotal: 3.54s\tremaining: 3.01s\n162:\tlearn: 0.4909341\ttotal: 3.56s\tremaining: 2.99s\n163:\tlearn: 0.4908520\ttotal: 3.58s\tremaining: 2.97s\n164:\tlearn: 0.4908081\ttotal: 3.6s\tremaining: 2.94s\n165:\tlearn: 0.4906804\ttotal: 3.62s\tremaining: 2.93s\n166:\tlearn: 0.4906051\ttotal: 3.65s\tremaining: 2.91s\n167:\tlearn: 0.4905237\ttotal: 3.67s\tremaining: 2.88s\n168:\tlearn: 0.4904838\ttotal: 3.69s\tremaining: 2.86s\n169:\tlearn: 0.4904429\ttotal: 3.72s\tremaining: 2.84s\n170:\tlearn: 0.4903355\ttotal: 3.74s\tremaining: 2.82s\n171:\tlearn: 0.4902389\ttotal: 3.77s\tremaining: 2.8s\n172:\tlearn: 0.4901698\ttotal: 3.79s\tremaining: 2.78s\n173:\tlearn: 0.4901350\ttotal: 3.81s\tremaining: 2.76s\n174:\tlearn: 0.4900867\ttotal: 3.83s\tremaining: 2.74s\n175:\tlearn: 0.4900442\ttotal: 3.86s\tremaining: 2.72s\n176:\tlearn: 0.4900092\ttotal: 3.88s\tremaining: 2.69s\n177:\tlearn: 0.4899447\ttotal: 3.9s\tremaining: 2.67s\n178:\tlearn: 0.4898461\ttotal: 3.92s\tremaining: 2.65s\n179:\tlearn: 0.4897572\ttotal: 3.95s\tremaining: 2.63s\n180:\tlearn: 0.4896639\ttotal: 3.97s\tremaining: 2.61s\n181:\tlearn: 0.4896031\ttotal: 3.99s\tremaining: 2.59s\n182:\tlearn: 0.4894830\ttotal: 4.01s\tremaining: 2.56s\n183:\tlearn: 0.4893806\ttotal: 4.04s\tremaining: 2.54s\n184:\tlearn: 0.4893148\ttotal: 4.05s\tremaining: 2.52s\n185:\tlearn: 0.4892370\ttotal: 4.08s\tremaining: 2.5s\n186:\tlearn: 0.4892039\ttotal: 4.1s\tremaining: 2.48s\n187:\tlearn: 0.4891699\ttotal: 4.13s\tremaining: 2.46s\n188:\tlearn: 0.4890767\ttotal: 4.16s\tremaining: 2.44s\n189:\tlearn: 0.4890440\ttotal: 4.19s\tremaining: 2.43s\n190:\tlearn: 0.4890138\ttotal: 4.22s\tremaining: 2.41s\n191:\tlearn: 0.4889658\ttotal: 4.24s\tremaining: 2.39s\n192:\tlearn: 0.4888887\ttotal: 4.27s\tremaining: 2.37s\n193:\tlearn: 0.4888583\ttotal: 4.29s\tremaining: 2.35s\n194:\tlearn: 0.4887887\ttotal: 4.32s\tremaining: 2.33s\n195:\tlearn: 0.4886998\ttotal: 4.35s\tremaining: 2.31s\n196:\tlearn: 0.4886319\ttotal: 4.38s\tremaining: 2.29s\n197:\tlearn: 0.4885667\ttotal: 4.4s\tremaining: 2.27s\n198:\tlearn: 0.4884604\ttotal: 4.42s\tremaining: 2.25s\n199:\tlearn: 0.4883894\ttotal: 4.45s\tremaining: 2.22s\n200:\tlearn: 0.4883548\ttotal: 4.47s\tremaining: 2.2s\n201:\tlearn: 0.4882866\ttotal: 4.49s\tremaining: 2.18s\n202:\tlearn: 0.4881903\ttotal: 4.51s\tremaining: 2.16s\n203:\tlearn: 0.4881346\ttotal: 4.54s\tremaining: 2.13s\n204:\tlearn: 0.4880778\ttotal: 4.56s\tremaining: 2.11s\n205:\tlearn: 0.4880426\ttotal: 4.58s\tremaining: 2.09s\n206:\tlearn: 0.4879712\ttotal: 4.6s\tremaining: 2.06s\n207:\tlearn: 0.4878812\ttotal: 4.63s\tremaining: 2.04s\n208:\tlearn: 0.4878467\ttotal: 4.65s\tremaining: 2.03s\n209:\tlearn: 0.4878172\ttotal: 4.67s\tremaining: 2s\n210:\tlearn: 0.4877266\ttotal: 4.7s\tremaining: 1.98s\n211:\tlearn: 0.4876862\ttotal: 4.72s\tremaining: 1.96s\n212:\tlearn: 0.4875895\ttotal: 4.75s\tremaining: 1.94s\n213:\tlearn: 0.4875402\ttotal: 4.77s\tremaining: 1.92s\n214:\tlearn: 0.4875137\ttotal: 4.79s\tremaining: 1.89s\n215:\tlearn: 0.4874740\ttotal: 4.81s\tremaining: 1.87s\n216:\tlearn: 0.4874317\ttotal: 4.83s\tremaining: 1.85s\n217:\tlearn: 0.4873891\ttotal: 4.85s\tremaining: 1.82s\n218:\tlearn: 0.4873667\ttotal: 4.87s\tremaining: 1.8s\n219:\tlearn: 0.4873333\ttotal: 4.89s\tremaining: 1.78s\n220:\tlearn: 0.4872662\ttotal: 4.91s\tremaining: 1.76s\n221:\tlearn: 0.4872390\ttotal: 4.94s\tremaining: 1.74s\n222:\tlearn: 0.4871709\ttotal: 4.97s\tremaining: 1.72s\n223:\tlearn: 0.4871318\ttotal: 5s\tremaining: 1.69s\n224:\tlearn: 0.4870692\ttotal: 5.02s\tremaining: 1.67s\n225:\tlearn: 0.4869901\ttotal: 5.04s\tremaining: 1.65s\n226:\tlearn: 0.4869312\ttotal: 5.05s\tremaining: 1.63s\n227:\tlearn: 0.4868923\ttotal: 5.08s\tremaining: 1.6s\n228:\tlearn: 0.4868214\ttotal: 5.1s\tremaining: 1.58s\n229:\tlearn: 0.4867951\ttotal: 5.12s\tremaining: 1.56s\n230:\tlearn: 0.4867504\ttotal: 5.14s\tremaining: 1.53s\n231:\tlearn: 0.4867289\ttotal: 5.16s\tremaining: 1.51s\n232:\tlearn: 0.4867045\ttotal: 5.18s\tremaining: 1.49s\n233:\tlearn: 0.4866250\ttotal: 5.2s\tremaining: 1.47s\n234:\tlearn: 0.4865565\ttotal: 5.22s\tremaining: 1.44s\n235:\tlearn: 0.4865347\ttotal: 5.24s\tremaining: 1.42s\n236:\tlearn: 0.4864652\ttotal: 5.27s\tremaining: 1.4s\n237:\tlearn: 0.4863681\ttotal: 5.29s\tremaining: 1.38s\n238:\tlearn: 0.4863330\ttotal: 5.31s\tremaining: 1.36s\n239:\tlearn: 0.4862686\ttotal: 5.34s\tremaining: 1.33s\n240:\tlearn: 0.4862423\ttotal: 5.36s\tremaining: 1.31s\n241:\tlearn: 0.4861725\ttotal: 5.38s\tremaining: 1.29s\n242:\tlearn: 0.4861468\ttotal: 5.4s\tremaining: 1.27s\n243:\tlearn: 0.4860492\ttotal: 5.42s\tremaining: 1.24s\n244:\tlearn: 0.4859962\ttotal: 5.45s\tremaining: 1.22s\n245:\tlearn: 0.4859352\ttotal: 5.47s\tremaining: 1.2s\n246:\tlearn: 0.4859108\ttotal: 5.5s\tremaining: 1.18s\n247:\tlearn: 0.4858602\ttotal: 5.52s\tremaining: 1.16s\n248:\tlearn: 0.4858379\ttotal: 5.55s\tremaining: 1.14s\n249:\tlearn: 0.4857595\ttotal: 5.57s\tremaining: 1.11s\n250:\tlearn: 0.4856956\ttotal: 5.59s\tremaining: 1.09s\n251:\tlearn: 0.4856651\ttotal: 5.62s\tremaining: 1.07s\n252:\tlearn: 0.4856352\ttotal: 5.64s\tremaining: 1.05s\n253:\tlearn: 0.4855628\ttotal: 5.66s\tremaining: 1.02s\n254:\tlearn: 0.4855216\ttotal: 5.68s\tremaining: 1s\n255:\tlearn: 0.4854919\ttotal: 5.7s\tremaining: 980ms\n256:\tlearn: 0.4854130\ttotal: 5.73s\tremaining: 958ms\n257:\tlearn: 0.4853849\ttotal: 5.75s\tremaining: 936ms\n258:\tlearn: 0.4853580\ttotal: 5.77s\tremaining: 914ms\n259:\tlearn: 0.4853248\ttotal: 5.8s\tremaining: 892ms\n260:\tlearn: 0.4852872\ttotal: 5.82s\tremaining: 869ms\n261:\tlearn: 0.4852512\ttotal: 5.84s\tremaining: 847ms\n262:\tlearn: 0.4852132\ttotal: 5.86s\tremaining: 824ms\n263:\tlearn: 0.4851456\ttotal: 5.88s\tremaining: 802ms\n264:\tlearn: 0.4851189\ttotal: 5.9s\tremaining: 779ms\n265:\tlearn: 0.4850637\ttotal: 5.93s\tremaining: 758ms\n266:\tlearn: 0.4850262\ttotal: 5.95s\tremaining: 736ms\n267:\tlearn: 0.4849904\ttotal: 5.98s\tremaining: 714ms\n268:\tlearn: 0.4849143\ttotal: 6s\tremaining: 692ms\n269:\tlearn: 0.4848912\ttotal: 6.03s\tremaining: 670ms\n270:\tlearn: 0.4848556\ttotal: 6.05s\tremaining: 647ms\n271:\tlearn: 0.4848210\ttotal: 6.07s\tremaining: 625ms\n272:\tlearn: 0.4847710\ttotal: 6.09s\tremaining: 603ms\n273:\tlearn: 0.4847448\ttotal: 6.11s\tremaining: 580ms\n274:\tlearn: 0.4847231\ttotal: 6.13s\tremaining: 557ms\n275:\tlearn: 0.4846761\ttotal: 6.16s\tremaining: 535ms\n276:\tlearn: 0.4846339\ttotal: 6.18s\tremaining: 513ms\n277:\tlearn: 0.4846071\ttotal: 6.2s\tremaining: 491ms\n278:\tlearn: 0.4845842\ttotal: 6.22s\tremaining: 468ms\n279:\tlearn: 0.4845263\ttotal: 6.24s\tremaining: 446ms\n280:\tlearn: 0.4844742\ttotal: 6.26s\tremaining: 424ms\n281:\tlearn: 0.4844403\ttotal: 6.29s\tremaining: 401ms\n282:\tlearn: 0.4844180\ttotal: 6.31s\tremaining: 379ms\n283:\tlearn: 0.4843754\ttotal: 6.33s\tremaining: 357ms\n284:\tlearn: 0.4843598\ttotal: 6.35s\tremaining: 334ms\n285:\tlearn: 0.4843428\ttotal: 6.37s\tremaining: 312ms\n286:\tlearn: 0.4843245\ttotal: 6.39s\tremaining: 290ms\n287:\tlearn: 0.4842970\ttotal: 6.42s\tremaining: 267ms\n288:\tlearn: 0.4842744\ttotal: 6.44s\tremaining: 245ms\n289:\tlearn: 0.4841838\ttotal: 6.46s\tremaining: 223ms\n290:\tlearn: 0.4841194\ttotal: 6.49s\tremaining: 201ms\n291:\tlearn: 0.4840505\ttotal: 6.5s\tremaining: 178ms\n292:\tlearn: 0.4840261\ttotal: 6.52s\tremaining: 156ms\n293:\tlearn: 0.4840033\ttotal: 6.54s\tremaining: 133ms\n294:\tlearn: 0.4839419\ttotal: 6.56s\tremaining: 111ms\n295:\tlearn: 0.4838491\ttotal: 6.58s\tremaining: 89ms\n296:\tlearn: 0.4838274\ttotal: 6.61s\tremaining: 66.7ms\n297:\tlearn: 0.4838016\ttotal: 6.63s\tremaining: 44.5ms\n298:\tlearn: 0.4837488\ttotal: 6.66s\tremaining: 22.3ms\n299:\tlearn: 0.4837230\ttotal: 6.68s\tremaining: 0us\n0:\tlearn: 0.6813030\ttotal: 22.3ms\tremaining: 6.66s\n1:\tlearn: 0.6700808\ttotal: 42.6ms\tremaining: 6.35s\n2:\tlearn: 0.6595735\ttotal: 61.8ms\tremaining: 6.11s\n3:\tlearn: 0.6496608\ttotal: 82.1ms\tremaining: 6.07s\n4:\tlearn: 0.6405568\ttotal: 103ms\tremaining: 6.06s\n5:\tlearn: 0.6318941\ttotal: 124ms\tremaining: 6.07s\n6:\tlearn: 0.6240003\ttotal: 144ms\tremaining: 6.04s\n7:\tlearn: 0.6163639\ttotal: 165ms\tremaining: 6.01s\n8:\tlearn: 0.6093306\ttotal: 187ms\tremaining: 6.03s\n9:\tlearn: 0.6027488\ttotal: 208ms\tremaining: 6.04s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "10:\tlearn: 0.5966850\ttotal: 233ms\tremaining: 6.13s\n11:\tlearn: 0.5909099\ttotal: 262ms\tremaining: 6.3s\n12:\tlearn: 0.5856684\ttotal: 284ms\tremaining: 6.28s\n13:\tlearn: 0.5805366\ttotal: 308ms\tremaining: 6.29s\n14:\tlearn: 0.5757151\ttotal: 329ms\tremaining: 6.25s\n15:\tlearn: 0.5712312\ttotal: 352ms\tremaining: 6.25s\n16:\tlearn: 0.5670127\ttotal: 374ms\tremaining: 6.23s\n17:\tlearn: 0.5631287\ttotal: 397ms\tremaining: 6.22s\n18:\tlearn: 0.5595379\ttotal: 418ms\tremaining: 6.18s\n19:\tlearn: 0.5561843\ttotal: 438ms\tremaining: 6.13s\n20:\tlearn: 0.5528080\ttotal: 456ms\tremaining: 6.05s\n21:\tlearn: 0.5497869\ttotal: 478ms\tremaining: 6.04s\n22:\tlearn: 0.5469138\ttotal: 498ms\tremaining: 6s\n23:\tlearn: 0.5442343\ttotal: 516ms\tremaining: 5.94s\n24:\tlearn: 0.5417978\ttotal: 536ms\tremaining: 5.9s\n25:\tlearn: 0.5395507\ttotal: 556ms\tremaining: 5.86s\n26:\tlearn: 0.5374677\ttotal: 575ms\tremaining: 5.81s\n27:\tlearn: 0.5355220\ttotal: 595ms\tremaining: 5.78s\n28:\tlearn: 0.5335833\ttotal: 614ms\tremaining: 5.74s\n29:\tlearn: 0.5315812\ttotal: 635ms\tremaining: 5.71s\n30:\tlearn: 0.5298839\ttotal: 655ms\tremaining: 5.69s\n31:\tlearn: 0.5281451\ttotal: 677ms\tremaining: 5.67s\n32:\tlearn: 0.5264893\ttotal: 701ms\tremaining: 5.67s\n33:\tlearn: 0.5249788\ttotal: 724ms\tremaining: 5.67s\n34:\tlearn: 0.5235843\ttotal: 750ms\tremaining: 5.68s\n35:\tlearn: 0.5222579\ttotal: 774ms\tremaining: 5.67s\n36:\tlearn: 0.5209394\ttotal: 800ms\tremaining: 5.69s\n37:\tlearn: 0.5198299\ttotal: 827ms\tremaining: 5.7s\n38:\tlearn: 0.5187926\ttotal: 849ms\tremaining: 5.68s\n39:\tlearn: 0.5177959\ttotal: 870ms\tremaining: 5.65s\n40:\tlearn: 0.5167865\ttotal: 891ms\tremaining: 5.63s\n41:\tlearn: 0.5159814\ttotal: 910ms\tremaining: 5.59s\n42:\tlearn: 0.5149887\ttotal: 931ms\tremaining: 5.57s\n43:\tlearn: 0.5141846\ttotal: 952ms\tremaining: 5.54s\n44:\tlearn: 0.5134073\ttotal: 976ms\tremaining: 5.53s\n45:\tlearn: 0.5126495\ttotal: 1s\tremaining: 5.53s\n46:\tlearn: 0.5118839\ttotal: 1.02s\tremaining: 5.52s\n47:\tlearn: 0.5112502\ttotal: 1.04s\tremaining: 5.49s\n48:\tlearn: 0.5106351\ttotal: 1.07s\tremaining: 5.48s\n49:\tlearn: 0.5099967\ttotal: 1.09s\tremaining: 5.44s\n50:\tlearn: 0.5093727\ttotal: 1.11s\tremaining: 5.42s\n51:\tlearn: 0.5088026\ttotal: 1.13s\tremaining: 5.39s\n52:\tlearn: 0.5082864\ttotal: 1.15s\tremaining: 5.38s\n53:\tlearn: 0.5078303\ttotal: 1.18s\tremaining: 5.36s\n54:\tlearn: 0.5073014\ttotal: 1.2s\tremaining: 5.33s\n55:\tlearn: 0.5068523\ttotal: 1.22s\tremaining: 5.3s\n56:\tlearn: 0.5064401\ttotal: 1.23s\tremaining: 5.26s\n57:\tlearn: 0.5060382\ttotal: 1.26s\tremaining: 5.25s\n58:\tlearn: 0.5055842\ttotal: 1.27s\tremaining: 5.21s\n59:\tlearn: 0.5052782\ttotal: 1.29s\tremaining: 5.18s\n60:\tlearn: 0.5049567\ttotal: 1.31s\tremaining: 5.15s\n61:\tlearn: 0.5046618\ttotal: 1.33s\tremaining: 5.12s\n62:\tlearn: 0.5042988\ttotal: 1.35s\tremaining: 5.1s\n63:\tlearn: 0.5039080\ttotal: 1.38s\tremaining: 5.08s\n64:\tlearn: 0.5035681\ttotal: 1.4s\tremaining: 5.05s\n65:\tlearn: 0.5032938\ttotal: 1.42s\tremaining: 5.02s\n66:\tlearn: 0.5029672\ttotal: 1.44s\tremaining: 5s\n67:\tlearn: 0.5027098\ttotal: 1.47s\tremaining: 5.01s\n68:\tlearn: 0.5023788\ttotal: 1.49s\tremaining: 4.99s\n69:\tlearn: 0.5020587\ttotal: 1.51s\tremaining: 4.97s\n70:\tlearn: 0.5017671\ttotal: 1.53s\tremaining: 4.94s\n71:\tlearn: 0.5015135\ttotal: 1.55s\tremaining: 4.92s\n72:\tlearn: 0.5013196\ttotal: 1.57s\tremaining: 4.89s\n73:\tlearn: 0.5011282\ttotal: 1.59s\tremaining: 4.86s\n74:\tlearn: 0.5008847\ttotal: 1.61s\tremaining: 4.85s\n75:\tlearn: 0.5006372\ttotal: 1.64s\tremaining: 4.83s\n76:\tlearn: 0.5004177\ttotal: 1.66s\tremaining: 4.8s\n77:\tlearn: 0.5002272\ttotal: 1.68s\tremaining: 4.77s\n78:\tlearn: 0.5000348\ttotal: 1.7s\tremaining: 4.75s\n79:\tlearn: 0.4997727\ttotal: 1.72s\tremaining: 4.72s\n80:\tlearn: 0.4996224\ttotal: 1.74s\tremaining: 4.7s\n81:\tlearn: 0.4994350\ttotal: 1.76s\tremaining: 4.68s\n82:\tlearn: 0.4993040\ttotal: 1.78s\tremaining: 4.66s\n83:\tlearn: 0.4991681\ttotal: 1.8s\tremaining: 4.63s\n84:\tlearn: 0.4990365\ttotal: 1.82s\tremaining: 4.62s\n85:\tlearn: 0.4988324\ttotal: 1.85s\tremaining: 4.59s\n86:\tlearn: 0.4986335\ttotal: 1.87s\tremaining: 4.57s\n87:\tlearn: 0.4984996\ttotal: 1.89s\tremaining: 4.55s\n88:\tlearn: 0.4983497\ttotal: 1.91s\tremaining: 4.54s\n89:\tlearn: 0.4981520\ttotal: 1.94s\tremaining: 4.52s\n90:\tlearn: 0.4979503\ttotal: 1.96s\tremaining: 4.5s\n91:\tlearn: 0.4977717\ttotal: 1.98s\tremaining: 4.48s\n92:\tlearn: 0.4975818\ttotal: 2s\tremaining: 4.46s\n93:\tlearn: 0.4974265\ttotal: 2.02s\tremaining: 4.43s\n94:\tlearn: 0.4972665\ttotal: 2.04s\tremaining: 4.41s\n95:\tlearn: 0.4971630\ttotal: 2.06s\tremaining: 4.38s\n96:\tlearn: 0.4969915\ttotal: 2.09s\tremaining: 4.38s\n97:\tlearn: 0.4968923\ttotal: 2.12s\tremaining: 4.36s\n98:\tlearn: 0.4967285\ttotal: 2.13s\tremaining: 4.33s\n99:\tlearn: 0.4965665\ttotal: 2.15s\tremaining: 4.31s\n100:\tlearn: 0.4964795\ttotal: 2.17s\tremaining: 4.28s\n101:\tlearn: 0.4963512\ttotal: 2.2s\tremaining: 4.26s\n102:\tlearn: 0.4962639\ttotal: 2.22s\tremaining: 4.24s\n103:\tlearn: 0.4961541\ttotal: 2.24s\tremaining: 4.22s\n104:\tlearn: 0.4959867\ttotal: 2.26s\tremaining: 4.2s\n105:\tlearn: 0.4958990\ttotal: 2.28s\tremaining: 4.17s\n106:\tlearn: 0.4958211\ttotal: 2.3s\tremaining: 4.16s\n107:\tlearn: 0.4956785\ttotal: 2.32s\tremaining: 4.13s\n108:\tlearn: 0.4955331\ttotal: 2.34s\tremaining: 4.11s\n109:\tlearn: 0.4954518\ttotal: 2.36s\tremaining: 4.08s\n110:\tlearn: 0.4953364\ttotal: 2.38s\tremaining: 4.06s\n111:\tlearn: 0.4952106\ttotal: 2.4s\tremaining: 4.03s\n112:\tlearn: 0.4951195\ttotal: 2.42s\tremaining: 4.01s\n113:\tlearn: 0.4950403\ttotal: 2.44s\tremaining: 3.98s\n114:\tlearn: 0.4949385\ttotal: 2.46s\tremaining: 3.96s\n115:\tlearn: 0.4948408\ttotal: 2.48s\tremaining: 3.93s\n116:\tlearn: 0.4947801\ttotal: 2.5s\tremaining: 3.91s\n117:\tlearn: 0.4946553\ttotal: 2.52s\tremaining: 3.89s\n118:\tlearn: 0.4945892\ttotal: 2.54s\tremaining: 3.87s\n119:\tlearn: 0.4944576\ttotal: 2.56s\tremaining: 3.84s\n120:\tlearn: 0.4943803\ttotal: 2.58s\tremaining: 3.82s\n121:\tlearn: 0.4943227\ttotal: 2.6s\tremaining: 3.79s\n122:\tlearn: 0.4942482\ttotal: 2.62s\tremaining: 3.77s\n123:\tlearn: 0.4941169\ttotal: 2.64s\tremaining: 3.75s\n124:\tlearn: 0.4940458\ttotal: 2.67s\tremaining: 3.73s\n125:\tlearn: 0.4939512\ttotal: 2.69s\tremaining: 3.71s\n126:\tlearn: 0.4938971\ttotal: 2.71s\tremaining: 3.69s\n127:\tlearn: 0.4937915\ttotal: 2.73s\tremaining: 3.67s\n128:\tlearn: 0.4936735\ttotal: 2.75s\tremaining: 3.65s\n129:\tlearn: 0.4936277\ttotal: 2.77s\tremaining: 3.63s\n130:\tlearn: 0.4934998\ttotal: 2.8s\tremaining: 3.62s\n131:\tlearn: 0.4933692\ttotal: 2.83s\tremaining: 3.6s\n132:\tlearn: 0.4933128\ttotal: 2.85s\tremaining: 3.58s\n133:\tlearn: 0.4932541\ttotal: 2.87s\tremaining: 3.55s\n134:\tlearn: 0.4931362\ttotal: 2.89s\tremaining: 3.53s\n135:\tlearn: 0.4930568\ttotal: 2.91s\tremaining: 3.51s\n136:\tlearn: 0.4929382\ttotal: 2.93s\tremaining: 3.49s\n137:\tlearn: 0.4928741\ttotal: 2.95s\tremaining: 3.46s\n138:\tlearn: 0.4927835\ttotal: 2.98s\tremaining: 3.45s\n139:\tlearn: 0.4927399\ttotal: 3s\tremaining: 3.43s\n140:\tlearn: 0.4926830\ttotal: 3.03s\tremaining: 3.41s\n141:\tlearn: 0.4925695\ttotal: 3.05s\tremaining: 3.39s\n142:\tlearn: 0.4924522\ttotal: 3.07s\tremaining: 3.37s\n143:\tlearn: 0.4923657\ttotal: 3.09s\tremaining: 3.35s\n144:\tlearn: 0.4922825\ttotal: 3.11s\tremaining: 3.33s\n145:\tlearn: 0.4922194\ttotal: 3.13s\tremaining: 3.3s\n146:\tlearn: 0.4921593\ttotal: 3.15s\tremaining: 3.28s\n147:\tlearn: 0.4921203\ttotal: 3.17s\tremaining: 3.26s\n148:\tlearn: 0.4920726\ttotal: 3.19s\tremaining: 3.24s\n149:\tlearn: 0.4920161\ttotal: 3.21s\tremaining: 3.21s\n150:\tlearn: 0.4919709\ttotal: 3.23s\tremaining: 3.19s\n151:\tlearn: 0.4919179\ttotal: 3.26s\tremaining: 3.17s\n152:\tlearn: 0.4918166\ttotal: 3.29s\tremaining: 3.16s\n153:\tlearn: 0.4917285\ttotal: 3.31s\tremaining: 3.14s\n154:\tlearn: 0.4916855\ttotal: 3.34s\tremaining: 3.13s\n155:\tlearn: 0.4915858\ttotal: 3.37s\tremaining: 3.11s\n156:\tlearn: 0.4914979\ttotal: 3.39s\tremaining: 3.09s\n157:\tlearn: 0.4913935\ttotal: 3.42s\tremaining: 3.07s\n158:\tlearn: 0.4913225\ttotal: 3.44s\tremaining: 3.05s\n159:\tlearn: 0.4912500\ttotal: 3.46s\tremaining: 3.03s\n160:\tlearn: 0.4911675\ttotal: 3.48s\tremaining: 3s\n161:\tlearn: 0.4911350\ttotal: 3.5s\tremaining: 2.98s\n162:\tlearn: 0.4910938\ttotal: 3.52s\tremaining: 2.96s\n163:\tlearn: 0.4910041\ttotal: 3.54s\tremaining: 2.94s\n164:\tlearn: 0.4909553\ttotal: 3.56s\tremaining: 2.91s\n165:\tlearn: 0.4909049\ttotal: 3.59s\tremaining: 2.89s\n166:\tlearn: 0.4908259\ttotal: 3.6s\tremaining: 2.87s\n167:\tlearn: 0.4907448\ttotal: 3.63s\tremaining: 2.85s\n168:\tlearn: 0.4906678\ttotal: 3.65s\tremaining: 2.83s\n169:\tlearn: 0.4906064\ttotal: 3.67s\tremaining: 2.81s\n170:\tlearn: 0.4905614\ttotal: 3.69s\tremaining: 2.78s\n171:\tlearn: 0.4904678\ttotal: 3.71s\tremaining: 2.76s\n172:\tlearn: 0.4903920\ttotal: 3.74s\tremaining: 2.74s\n173:\tlearn: 0.4903024\ttotal: 3.77s\tremaining: 2.73s\n174:\tlearn: 0.4902021\ttotal: 3.79s\tremaining: 2.71s\n175:\tlearn: 0.4901702\ttotal: 3.82s\tremaining: 2.69s\n176:\tlearn: 0.4901224\ttotal: 3.84s\tremaining: 2.67s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "177:\tlearn: 0.4900845\ttotal: 3.87s\tremaining: 2.65s\n178:\tlearn: 0.4899917\ttotal: 3.89s\tremaining: 2.63s\n179:\tlearn: 0.4899361\ttotal: 3.92s\tremaining: 2.62s\n180:\tlearn: 0.4899063\ttotal: 3.95s\tremaining: 2.6s\n181:\tlearn: 0.4898518\ttotal: 3.98s\tremaining: 2.58s\n182:\tlearn: 0.4897961\ttotal: 4s\tremaining: 2.56s\n183:\tlearn: 0.4897178\ttotal: 4.04s\tremaining: 2.55s\n184:\tlearn: 0.4896355\ttotal: 4.07s\tremaining: 2.53s\n185:\tlearn: 0.4895986\ttotal: 4.09s\tremaining: 2.51s\n186:\tlearn: 0.4894886\ttotal: 4.12s\tremaining: 2.49s\n187:\tlearn: 0.4894393\ttotal: 4.14s\tremaining: 2.47s\n188:\tlearn: 0.4893977\ttotal: 4.17s\tremaining: 2.45s\n189:\tlearn: 0.4893646\ttotal: 4.19s\tremaining: 2.43s\n190:\tlearn: 0.4893294\ttotal: 4.22s\tremaining: 2.41s\n191:\tlearn: 0.4892976\ttotal: 4.24s\tremaining: 2.39s\n192:\tlearn: 0.4892416\ttotal: 4.27s\tremaining: 2.37s\n193:\tlearn: 0.4891358\ttotal: 4.3s\tremaining: 2.35s\n194:\tlearn: 0.4890416\ttotal: 4.32s\tremaining: 2.33s\n195:\tlearn: 0.4889711\ttotal: 4.34s\tremaining: 2.3s\n196:\tlearn: 0.4889341\ttotal: 4.36s\tremaining: 2.28s\n197:\tlearn: 0.4888517\ttotal: 4.38s\tremaining: 2.26s\n198:\tlearn: 0.4887342\ttotal: 4.4s\tremaining: 2.23s\n199:\tlearn: 0.4886697\ttotal: 4.42s\tremaining: 2.21s\n200:\tlearn: 0.4885847\ttotal: 4.44s\tremaining: 2.19s\n201:\tlearn: 0.4885063\ttotal: 4.46s\tremaining: 2.16s\n202:\tlearn: 0.4884531\ttotal: 4.48s\tremaining: 2.14s\n203:\tlearn: 0.4884018\ttotal: 4.5s\tremaining: 2.12s\n204:\tlearn: 0.4883651\ttotal: 4.52s\tremaining: 2.09s\n205:\tlearn: 0.4883191\ttotal: 4.54s\tremaining: 2.07s\n206:\tlearn: 0.4882450\ttotal: 4.56s\tremaining: 2.05s\n207:\tlearn: 0.4881536\ttotal: 4.59s\tremaining: 2.03s\n208:\tlearn: 0.4880652\ttotal: 4.61s\tremaining: 2.01s\n209:\tlearn: 0.4880121\ttotal: 4.64s\tremaining: 1.99s\n210:\tlearn: 0.4879849\ttotal: 4.66s\tremaining: 1.97s\n211:\tlearn: 0.4879469\ttotal: 4.69s\tremaining: 1.95s\n212:\tlearn: 0.4879137\ttotal: 4.71s\tremaining: 1.92s\n213:\tlearn: 0.4878344\ttotal: 4.73s\tremaining: 1.9s\n214:\tlearn: 0.4877716\ttotal: 4.75s\tremaining: 1.88s\n215:\tlearn: 0.4877089\ttotal: 4.78s\tremaining: 1.86s\n216:\tlearn: 0.4876700\ttotal: 4.81s\tremaining: 1.84s\n217:\tlearn: 0.4875961\ttotal: 4.83s\tremaining: 1.82s\n218:\tlearn: 0.4875523\ttotal: 4.85s\tremaining: 1.79s\n219:\tlearn: 0.4875310\ttotal: 4.87s\tremaining: 1.77s\n220:\tlearn: 0.4874894\ttotal: 4.9s\tremaining: 1.75s\n221:\tlearn: 0.4874038\ttotal: 4.92s\tremaining: 1.73s\n222:\tlearn: 0.4873286\ttotal: 4.94s\tremaining: 1.71s\n223:\tlearn: 0.4872462\ttotal: 4.96s\tremaining: 1.68s\n224:\tlearn: 0.4871900\ttotal: 4.99s\tremaining: 1.66s\n225:\tlearn: 0.4871500\ttotal: 5.01s\tremaining: 1.64s\n226:\tlearn: 0.4870630\ttotal: 5.04s\tremaining: 1.62s\n227:\tlearn: 0.4869794\ttotal: 5.07s\tremaining: 1.6s\n228:\tlearn: 0.4869143\ttotal: 5.09s\tremaining: 1.58s\n229:\tlearn: 0.4868394\ttotal: 5.12s\tremaining: 1.56s\n230:\tlearn: 0.4868155\ttotal: 5.14s\tremaining: 1.53s\n231:\tlearn: 0.4867919\ttotal: 5.16s\tremaining: 1.51s\n232:\tlearn: 0.4867583\ttotal: 5.18s\tremaining: 1.49s\n233:\tlearn: 0.4866954\ttotal: 5.2s\tremaining: 1.47s\n234:\tlearn: 0.4866391\ttotal: 5.22s\tremaining: 1.44s\n235:\tlearn: 0.4865942\ttotal: 5.24s\tremaining: 1.42s\n236:\tlearn: 0.4865577\ttotal: 5.26s\tremaining: 1.4s\n237:\tlearn: 0.4865159\ttotal: 5.28s\tremaining: 1.38s\n238:\tlearn: 0.4864736\ttotal: 5.31s\tremaining: 1.35s\n239:\tlearn: 0.4864092\ttotal: 5.33s\tremaining: 1.33s\n240:\tlearn: 0.4863796\ttotal: 5.35s\tremaining: 1.31s\n241:\tlearn: 0.4863296\ttotal: 5.37s\tremaining: 1.29s\n242:\tlearn: 0.4863053\ttotal: 5.39s\tremaining: 1.26s\n243:\tlearn: 0.4862310\ttotal: 5.41s\tremaining: 1.24s\n244:\tlearn: 0.4862111\ttotal: 5.43s\tremaining: 1.22s\n245:\tlearn: 0.4861510\ttotal: 5.45s\tremaining: 1.2s\n246:\tlearn: 0.4861257\ttotal: 5.47s\tremaining: 1.17s\n247:\tlearn: 0.4860852\ttotal: 5.49s\tremaining: 1.15s\n248:\tlearn: 0.4860208\ttotal: 5.51s\tremaining: 1.13s\n249:\tlearn: 0.4860012\ttotal: 5.53s\tremaining: 1.1s\n250:\tlearn: 0.4859675\ttotal: 5.55s\tremaining: 1.08s\n251:\tlearn: 0.4859379\ttotal: 5.57s\tremaining: 1.06s\n252:\tlearn: 0.4859055\ttotal: 5.58s\tremaining: 1.04s\n253:\tlearn: 0.4858517\ttotal: 5.6s\tremaining: 1.01s\n254:\tlearn: 0.4858033\ttotal: 5.63s\tremaining: 993ms\n255:\tlearn: 0.4857431\ttotal: 5.64s\tremaining: 970ms\n256:\tlearn: 0.4857180\ttotal: 5.67s\tremaining: 948ms\n257:\tlearn: 0.4856824\ttotal: 5.68s\tremaining: 925ms\n258:\tlearn: 0.4856615\ttotal: 5.7s\tremaining: 903ms\n259:\tlearn: 0.4856446\ttotal: 5.72s\tremaining: 881ms\n260:\tlearn: 0.4856020\ttotal: 5.74s\tremaining: 858ms\n261:\tlearn: 0.4855787\ttotal: 5.77s\tremaining: 836ms\n262:\tlearn: 0.4855544\ttotal: 5.79s\tremaining: 814ms\n263:\tlearn: 0.4855316\ttotal: 5.81s\tremaining: 792ms\n264:\tlearn: 0.4854557\ttotal: 5.83s\tremaining: 770ms\n265:\tlearn: 0.4854201\ttotal: 5.87s\tremaining: 750ms\n266:\tlearn: 0.4853297\ttotal: 5.89s\tremaining: 728ms\n267:\tlearn: 0.4852948\ttotal: 5.92s\tremaining: 707ms\n268:\tlearn: 0.4852698\ttotal: 5.94s\tremaining: 685ms\n269:\tlearn: 0.4852289\ttotal: 5.96s\tremaining: 662ms\n270:\tlearn: 0.4852014\ttotal: 5.98s\tremaining: 640ms\n271:\tlearn: 0.4851787\ttotal: 6s\tremaining: 618ms\n272:\tlearn: 0.4851192\ttotal: 6.02s\tremaining: 596ms\n273:\tlearn: 0.4850835\ttotal: 6.04s\tremaining: 574ms\n274:\tlearn: 0.4850206\ttotal: 6.07s\tremaining: 551ms\n275:\tlearn: 0.4849476\ttotal: 6.09s\tremaining: 529ms\n276:\tlearn: 0.4849083\ttotal: 6.11s\tremaining: 507ms\n277:\tlearn: 0.4848739\ttotal: 6.13s\tremaining: 485ms\n278:\tlearn: 0.4848438\ttotal: 6.15s\tremaining: 463ms\n279:\tlearn: 0.4847997\ttotal: 6.17s\tremaining: 441ms\n280:\tlearn: 0.4847666\ttotal: 6.19s\tremaining: 418ms\n281:\tlearn: 0.4847369\ttotal: 6.21s\tremaining: 396ms\n282:\tlearn: 0.4846822\ttotal: 6.23s\tremaining: 374ms\n283:\tlearn: 0.4846614\ttotal: 6.25s\tremaining: 352ms\n284:\tlearn: 0.4846167\ttotal: 6.27s\tremaining: 330ms\n285:\tlearn: 0.4845381\ttotal: 6.29s\tremaining: 308ms\n286:\tlearn: 0.4844694\ttotal: 6.32s\tremaining: 286ms\n287:\tlearn: 0.4843822\ttotal: 6.35s\tremaining: 265ms\n288:\tlearn: 0.4843569\ttotal: 6.37s\tremaining: 243ms\n289:\tlearn: 0.4843328\ttotal: 6.4s\tremaining: 221ms\n290:\tlearn: 0.4842670\ttotal: 6.42s\tremaining: 198ms\n291:\tlearn: 0.4842033\ttotal: 6.44s\tremaining: 176ms\n292:\tlearn: 0.4841863\ttotal: 6.46s\tremaining: 154ms\n293:\tlearn: 0.4841554\ttotal: 6.48s\tremaining: 132ms\n294:\tlearn: 0.4840794\ttotal: 6.51s\tremaining: 110ms\n295:\tlearn: 0.4840516\ttotal: 6.53s\tremaining: 88.3ms\n296:\tlearn: 0.4839814\ttotal: 6.56s\tremaining: 66.3ms\n297:\tlearn: 0.4839594\ttotal: 6.59s\tremaining: 44.2ms\n298:\tlearn: 0.4839246\ttotal: 6.61s\tremaining: 22.1ms\n299:\tlearn: 0.4838665\ttotal: 6.64s\tremaining: 0us\n0:\tlearn: 0.6812997\ttotal: 27.1ms\tremaining: 8.12s\n1:\tlearn: 0.6700394\ttotal: 50.3ms\tremaining: 7.49s\n2:\tlearn: 0.6595312\ttotal: 71.8ms\tremaining: 7.11s\n3:\tlearn: 0.6497635\ttotal: 94.9ms\tremaining: 7.02s\n4:\tlearn: 0.6408112\ttotal: 129ms\tremaining: 7.59s\n5:\tlearn: 0.6321510\ttotal: 151ms\tremaining: 7.4s\n6:\tlearn: 0.6240901\ttotal: 177ms\tremaining: 7.4s\n7:\tlearn: 0.6166244\ttotal: 202ms\tremaining: 7.36s\n8:\tlearn: 0.6096267\ttotal: 225ms\tremaining: 7.29s\n9:\tlearn: 0.6031617\ttotal: 246ms\tremaining: 7.14s\n10:\tlearn: 0.5969346\ttotal: 266ms\tremaining: 6.98s\n11:\tlearn: 0.5912722\ttotal: 288ms\tremaining: 6.91s\n12:\tlearn: 0.5857382\ttotal: 311ms\tremaining: 6.86s\n13:\tlearn: 0.5806771\ttotal: 332ms\tremaining: 6.78s\n14:\tlearn: 0.5758535\ttotal: 355ms\tremaining: 6.75s\n15:\tlearn: 0.5715874\ttotal: 378ms\tremaining: 6.7s\n16:\tlearn: 0.5673054\ttotal: 399ms\tremaining: 6.65s\n17:\tlearn: 0.5633440\ttotal: 419ms\tremaining: 6.57s\n18:\tlearn: 0.5596824\ttotal: 439ms\tremaining: 6.49s\n19:\tlearn: 0.5560720\ttotal: 459ms\tremaining: 6.43s\n20:\tlearn: 0.5530166\ttotal: 480ms\tremaining: 6.38s\n21:\tlearn: 0.5499033\ttotal: 503ms\tremaining: 6.36s\n22:\tlearn: 0.5470354\ttotal: 525ms\tremaining: 6.32s\n23:\tlearn: 0.5443416\ttotal: 544ms\tremaining: 6.26s\n24:\tlearn: 0.5417920\ttotal: 564ms\tremaining: 6.2s\n25:\tlearn: 0.5393180\ttotal: 583ms\tremaining: 6.15s\n26:\tlearn: 0.5371418\ttotal: 602ms\tremaining: 6.08s\n27:\tlearn: 0.5349377\ttotal: 621ms\tremaining: 6.03s\n28:\tlearn: 0.5328193\ttotal: 642ms\tremaining: 6s\n29:\tlearn: 0.5309524\ttotal: 661ms\tremaining: 5.95s\n30:\tlearn: 0.5292401\ttotal: 680ms\tremaining: 5.9s\n31:\tlearn: 0.5275404\ttotal: 700ms\tremaining: 5.86s\n32:\tlearn: 0.5260169\ttotal: 721ms\tremaining: 5.83s\n33:\tlearn: 0.5246118\ttotal: 743ms\tremaining: 5.81s\n34:\tlearn: 0.5231922\ttotal: 762ms\tremaining: 5.77s\n35:\tlearn: 0.5219659\ttotal: 785ms\tremaining: 5.76s\n36:\tlearn: 0.5206624\ttotal: 803ms\tremaining: 5.71s\n37:\tlearn: 0.5195820\ttotal: 822ms\tremaining: 5.67s\n38:\tlearn: 0.5184017\ttotal: 840ms\tremaining: 5.62s\n39:\tlearn: 0.5173935\ttotal: 860ms\tremaining: 5.59s\n40:\tlearn: 0.5163668\ttotal: 883ms\tremaining: 5.58s\n41:\tlearn: 0.5154721\ttotal: 904ms\tremaining: 5.55s\n42:\tlearn: 0.5146297\ttotal: 926ms\tremaining: 5.53s\n43:\tlearn: 0.5138227\ttotal: 951ms\tremaining: 5.53s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "44:\tlearn: 0.5129602\ttotal: 974ms\tremaining: 5.52s\n45:\tlearn: 0.5121610\ttotal: 999ms\tremaining: 5.51s\n46:\tlearn: 0.5113939\ttotal: 1.02s\tremaining: 5.49s\n47:\tlearn: 0.5106567\ttotal: 1.05s\tremaining: 5.49s\n48:\tlearn: 0.5099534\ttotal: 1.07s\tremaining: 5.49s\n49:\tlearn: 0.5093762\ttotal: 1.09s\tremaining: 5.47s\n50:\tlearn: 0.5087558\ttotal: 1.11s\tremaining: 5.44s\n51:\tlearn: 0.5081775\ttotal: 1.14s\tremaining: 5.43s\n52:\tlearn: 0.5076993\ttotal: 1.16s\tremaining: 5.42s\n53:\tlearn: 0.5072459\ttotal: 1.18s\tremaining: 5.39s\n54:\tlearn: 0.5068142\ttotal: 1.21s\tremaining: 5.37s\n55:\tlearn: 0.5063164\ttotal: 1.23s\tremaining: 5.34s\n56:\tlearn: 0.5058290\ttotal: 1.25s\tremaining: 5.31s\n57:\tlearn: 0.5053777\ttotal: 1.27s\tremaining: 5.29s\n58:\tlearn: 0.5049568\ttotal: 1.29s\tremaining: 5.27s\n59:\tlearn: 0.5045239\ttotal: 1.32s\tremaining: 5.26s\n60:\tlearn: 0.5041503\ttotal: 1.34s\tremaining: 5.26s\n61:\tlearn: 0.5038676\ttotal: 1.36s\tremaining: 5.23s\n62:\tlearn: 0.5035928\ttotal: 1.38s\tremaining: 5.21s\n63:\tlearn: 0.5032471\ttotal: 1.41s\tremaining: 5.2s\n64:\tlearn: 0.5029324\ttotal: 1.44s\tremaining: 5.19s\n65:\tlearn: 0.5026574\ttotal: 1.46s\tremaining: 5.18s\n66:\tlearn: 0.5023782\ttotal: 1.49s\tremaining: 5.17s\n67:\tlearn: 0.5021168\ttotal: 1.51s\tremaining: 5.17s\n68:\tlearn: 0.5019087\ttotal: 1.54s\tremaining: 5.17s\n69:\tlearn: 0.5015994\ttotal: 1.57s\tremaining: 5.16s\n70:\tlearn: 0.5013510\ttotal: 1.6s\tremaining: 5.16s\n71:\tlearn: 0.5011421\ttotal: 1.63s\tremaining: 5.15s\n72:\tlearn: 0.5009465\ttotal: 1.66s\tremaining: 5.17s\n73:\tlearn: 0.5007344\ttotal: 1.69s\tremaining: 5.16s\n74:\tlearn: 0.5004787\ttotal: 1.72s\tremaining: 5.16s\n75:\tlearn: 0.5002497\ttotal: 1.75s\tremaining: 5.16s\n76:\tlearn: 0.5000387\ttotal: 1.77s\tremaining: 5.13s\n77:\tlearn: 0.4998283\ttotal: 1.79s\tremaining: 5.1s\n78:\tlearn: 0.4996779\ttotal: 1.81s\tremaining: 5.07s\n79:\tlearn: 0.4995037\ttotal: 1.84s\tremaining: 5.05s\n80:\tlearn: 0.4993345\ttotal: 1.86s\tremaining: 5.03s\n81:\tlearn: 0.4991626\ttotal: 1.89s\tremaining: 5.02s\n82:\tlearn: 0.4990287\ttotal: 1.91s\tremaining: 5s\n83:\tlearn: 0.4988233\ttotal: 1.94s\tremaining: 5s\n84:\tlearn: 0.4987069\ttotal: 1.97s\tremaining: 4.98s\n85:\tlearn: 0.4985071\ttotal: 2s\tremaining: 4.97s\n86:\tlearn: 0.4983634\ttotal: 2.02s\tremaining: 4.96s\n87:\tlearn: 0.4982609\ttotal: 2.05s\tremaining: 4.94s\n88:\tlearn: 0.4981331\ttotal: 2.08s\tremaining: 4.93s\n89:\tlearn: 0.4979482\ttotal: 2.1s\tremaining: 4.91s\n90:\tlearn: 0.4978345\ttotal: 2.12s\tremaining: 4.88s\n91:\tlearn: 0.4976977\ttotal: 2.15s\tremaining: 4.86s\n92:\tlearn: 0.4976224\ttotal: 2.17s\tremaining: 4.84s\n93:\tlearn: 0.4975224\ttotal: 2.2s\tremaining: 4.83s\n94:\tlearn: 0.4973771\ttotal: 2.23s\tremaining: 4.82s\n95:\tlearn: 0.4972757\ttotal: 2.25s\tremaining: 4.79s\n96:\tlearn: 0.4971445\ttotal: 2.27s\tremaining: 4.76s\n97:\tlearn: 0.4970031\ttotal: 2.29s\tremaining: 4.72s\n98:\tlearn: 0.4969218\ttotal: 2.31s\tremaining: 4.7s\n99:\tlearn: 0.4967644\ttotal: 2.34s\tremaining: 4.68s\n100:\tlearn: 0.4966073\ttotal: 2.36s\tremaining: 4.65s\n101:\tlearn: 0.4965126\ttotal: 2.38s\tremaining: 4.63s\n102:\tlearn: 0.4963881\ttotal: 2.41s\tremaining: 4.6s\n103:\tlearn: 0.4963092\ttotal: 2.43s\tremaining: 4.58s\n104:\tlearn: 0.4961814\ttotal: 2.45s\tremaining: 4.55s\n105:\tlearn: 0.4961012\ttotal: 2.47s\tremaining: 4.52s\n106:\tlearn: 0.4960212\ttotal: 2.49s\tremaining: 4.49s\n107:\tlearn: 0.4959337\ttotal: 2.52s\tremaining: 4.48s\n108:\tlearn: 0.4958060\ttotal: 2.54s\tremaining: 4.45s\n109:\tlearn: 0.4957232\ttotal: 2.56s\tremaining: 4.42s\n110:\tlearn: 0.4956059\ttotal: 2.58s\tremaining: 4.4s\n111:\tlearn: 0.4955380\ttotal: 2.61s\tremaining: 4.38s\n112:\tlearn: 0.4954603\ttotal: 2.64s\tremaining: 4.36s\n113:\tlearn: 0.4953859\ttotal: 2.66s\tremaining: 4.34s\n114:\tlearn: 0.4953174\ttotal: 2.69s\tremaining: 4.32s\n115:\tlearn: 0.4952361\ttotal: 2.71s\tremaining: 4.29s\n116:\tlearn: 0.4951331\ttotal: 2.73s\tremaining: 4.26s\n117:\tlearn: 0.4950168\ttotal: 2.74s\tremaining: 4.23s\n118:\tlearn: 0.4949053\ttotal: 2.77s\tremaining: 4.22s\n119:\tlearn: 0.4947977\ttotal: 2.8s\tremaining: 4.19s\n120:\tlearn: 0.4946693\ttotal: 2.82s\tremaining: 4.17s\n121:\tlearn: 0.4945416\ttotal: 2.84s\tremaining: 4.15s\n122:\tlearn: 0.4944259\ttotal: 2.87s\tremaining: 4.13s\n123:\tlearn: 0.4942941\ttotal: 2.89s\tremaining: 4.1s\n124:\tlearn: 0.4941676\ttotal: 2.91s\tremaining: 4.08s\n125:\tlearn: 0.4941091\ttotal: 2.94s\tremaining: 4.06s\n126:\tlearn: 0.4940302\ttotal: 2.96s\tremaining: 4.04s\n127:\tlearn: 0.4939848\ttotal: 2.99s\tremaining: 4.01s\n128:\tlearn: 0.4939163\ttotal: 3.01s\tremaining: 4s\n129:\tlearn: 0.4937899\ttotal: 3.04s\tremaining: 3.97s\n130:\tlearn: 0.4937315\ttotal: 3.06s\tremaining: 3.95s\n131:\tlearn: 0.4936277\ttotal: 3.09s\tremaining: 3.93s\n132:\tlearn: 0.4935717\ttotal: 3.11s\tremaining: 3.9s\n133:\tlearn: 0.4934912\ttotal: 3.13s\tremaining: 3.88s\n134:\tlearn: 0.4933718\ttotal: 3.17s\tremaining: 3.87s\n135:\tlearn: 0.4933173\ttotal: 3.19s\tremaining: 3.85s\n136:\tlearn: 0.4932109\ttotal: 3.22s\tremaining: 3.83s\n137:\tlearn: 0.4931234\ttotal: 3.24s\tremaining: 3.8s\n138:\tlearn: 0.4930636\ttotal: 3.27s\tremaining: 3.79s\n139:\tlearn: 0.4930078\ttotal: 3.29s\tremaining: 3.76s\n140:\tlearn: 0.4928915\ttotal: 3.31s\tremaining: 3.74s\n141:\tlearn: 0.4928521\ttotal: 3.34s\tremaining: 3.72s\n142:\tlearn: 0.4927579\ttotal: 3.36s\tremaining: 3.69s\n143:\tlearn: 0.4927137\ttotal: 3.39s\tremaining: 3.67s\n144:\tlearn: 0.4925953\ttotal: 3.42s\tremaining: 3.65s\n145:\tlearn: 0.4924696\ttotal: 3.44s\tremaining: 3.63s\n146:\tlearn: 0.4924301\ttotal: 3.46s\tremaining: 3.6s\n147:\tlearn: 0.4923447\ttotal: 3.48s\tremaining: 3.58s\n148:\tlearn: 0.4922938\ttotal: 3.5s\tremaining: 3.55s\n149:\tlearn: 0.4921855\ttotal: 3.53s\tremaining: 3.53s\n150:\tlearn: 0.4920926\ttotal: 3.55s\tremaining: 3.51s\n151:\tlearn: 0.4920568\ttotal: 3.58s\tremaining: 3.49s\n152:\tlearn: 0.4919353\ttotal: 3.61s\tremaining: 3.46s\n153:\tlearn: 0.4918724\ttotal: 3.62s\tremaining: 3.44s\n154:\tlearn: 0.4917609\ttotal: 3.64s\tremaining: 3.41s\n155:\tlearn: 0.4916851\ttotal: 3.66s\tremaining: 3.38s\n156:\tlearn: 0.4916023\ttotal: 3.68s\tremaining: 3.35s\n157:\tlearn: 0.4915013\ttotal: 3.7s\tremaining: 3.33s\n158:\tlearn: 0.4914360\ttotal: 3.72s\tremaining: 3.3s\n159:\tlearn: 0.4913503\ttotal: 3.74s\tremaining: 3.27s\n160:\tlearn: 0.4912913\ttotal: 3.76s\tremaining: 3.25s\n161:\tlearn: 0.4912418\ttotal: 3.78s\tremaining: 3.22s\n162:\tlearn: 0.4912019\ttotal: 3.8s\tremaining: 3.19s\n163:\tlearn: 0.4911078\ttotal: 3.82s\tremaining: 3.17s\n164:\tlearn: 0.4910790\ttotal: 3.85s\tremaining: 3.15s\n165:\tlearn: 0.4909804\ttotal: 3.87s\tremaining: 3.12s\n166:\tlearn: 0.4909407\ttotal: 3.89s\tremaining: 3.1s\n167:\tlearn: 0.4908915\ttotal: 3.91s\tremaining: 3.07s\n168:\tlearn: 0.4907820\ttotal: 3.94s\tremaining: 3.06s\n169:\tlearn: 0.4907379\ttotal: 3.97s\tremaining: 3.04s\n170:\tlearn: 0.4907023\ttotal: 4s\tremaining: 3.01s\n171:\tlearn: 0.4906295\ttotal: 4.03s\tremaining: 3s\n172:\tlearn: 0.4905334\ttotal: 4.06s\tremaining: 2.98s\n173:\tlearn: 0.4904388\ttotal: 4.08s\tremaining: 2.96s\n174:\tlearn: 0.4904048\ttotal: 4.11s\tremaining: 2.94s\n175:\tlearn: 0.4903574\ttotal: 4.14s\tremaining: 2.92s\n176:\tlearn: 0.4903155\ttotal: 4.17s\tremaining: 2.9s\n177:\tlearn: 0.4902825\ttotal: 4.19s\tremaining: 2.88s\n178:\tlearn: 0.4901963\ttotal: 4.22s\tremaining: 2.85s\n179:\tlearn: 0.4901466\ttotal: 4.24s\tremaining: 2.83s\n180:\tlearn: 0.4900286\ttotal: 4.26s\tremaining: 2.8s\n181:\tlearn: 0.4899930\ttotal: 4.29s\tremaining: 2.78s\n182:\tlearn: 0.4899606\ttotal: 4.32s\tremaining: 2.76s\n183:\tlearn: 0.4899345\ttotal: 4.34s\tremaining: 2.73s\n184:\tlearn: 0.4898479\ttotal: 4.36s\tremaining: 2.71s\n185:\tlearn: 0.4898033\ttotal: 4.39s\tremaining: 2.69s\n186:\tlearn: 0.4897334\ttotal: 4.42s\tremaining: 2.67s\n187:\tlearn: 0.4896531\ttotal: 4.45s\tremaining: 2.65s\n188:\tlearn: 0.4895932\ttotal: 4.47s\tremaining: 2.63s\n189:\tlearn: 0.4895088\ttotal: 4.5s\tremaining: 2.6s\n190:\tlearn: 0.4894377\ttotal: 4.52s\tremaining: 2.58s\n191:\tlearn: 0.4893644\ttotal: 4.54s\tremaining: 2.55s\n192:\tlearn: 0.4892990\ttotal: 4.56s\tremaining: 2.53s\n193:\tlearn: 0.4892696\ttotal: 4.59s\tremaining: 2.5s\n194:\tlearn: 0.4892351\ttotal: 4.61s\tremaining: 2.48s\n195:\tlearn: 0.4891783\ttotal: 4.63s\tremaining: 2.46s\n196:\tlearn: 0.4890978\ttotal: 4.66s\tremaining: 2.44s\n197:\tlearn: 0.4890426\ttotal: 4.68s\tremaining: 2.41s\n198:\tlearn: 0.4889971\ttotal: 4.71s\tremaining: 2.39s\n199:\tlearn: 0.4889398\ttotal: 4.73s\tremaining: 2.37s\n200:\tlearn: 0.4888672\ttotal: 4.76s\tremaining: 2.34s\n201:\tlearn: 0.4888220\ttotal: 4.78s\tremaining: 2.32s\n202:\tlearn: 0.4887129\ttotal: 4.8s\tremaining: 2.29s\n203:\tlearn: 0.4886440\ttotal: 4.83s\tremaining: 2.27s\n204:\tlearn: 0.4886034\ttotal: 4.85s\tremaining: 2.25s\n205:\tlearn: 0.4885254\ttotal: 4.87s\tremaining: 2.22s\n206:\tlearn: 0.4884909\ttotal: 4.89s\tremaining: 2.2s\n207:\tlearn: 0.4884043\ttotal: 4.92s\tremaining: 2.17s\n208:\tlearn: 0.4883439\ttotal: 4.95s\tremaining: 2.15s\n209:\tlearn: 0.4882460\ttotal: 4.98s\tremaining: 2.13s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "210:\tlearn: 0.4881853\ttotal: 5.01s\tremaining: 2.11s\n211:\tlearn: 0.4881179\ttotal: 5.04s\tremaining: 2.09s\n212:\tlearn: 0.4880458\ttotal: 5.07s\tremaining: 2.07s\n213:\tlearn: 0.4880092\ttotal: 5.1s\tremaining: 2.05s\n214:\tlearn: 0.4879358\ttotal: 5.13s\tremaining: 2.03s\n215:\tlearn: 0.4878833\ttotal: 5.15s\tremaining: 2s\n216:\tlearn: 0.4878596\ttotal: 5.17s\tremaining: 1.98s\n217:\tlearn: 0.4878380\ttotal: 5.2s\tremaining: 1.96s\n218:\tlearn: 0.4877866\ttotal: 5.23s\tremaining: 1.93s\n219:\tlearn: 0.4877133\ttotal: 5.25s\tremaining: 1.91s\n220:\tlearn: 0.4876420\ttotal: 5.27s\tremaining: 1.88s\n221:\tlearn: 0.4876014\ttotal: 5.29s\tremaining: 1.86s\n222:\tlearn: 0.4875424\ttotal: 5.32s\tremaining: 1.83s\n223:\tlearn: 0.4875168\ttotal: 5.34s\tremaining: 1.81s\n224:\tlearn: 0.4874175\ttotal: 5.37s\tremaining: 1.79s\n225:\tlearn: 0.4873863\ttotal: 5.39s\tremaining: 1.76s\n226:\tlearn: 0.4873311\ttotal: 5.41s\tremaining: 1.74s\n227:\tlearn: 0.4873076\ttotal: 5.43s\tremaining: 1.72s\n228:\tlearn: 0.4872333\ttotal: 5.46s\tremaining: 1.69s\n229:\tlearn: 0.4872005\ttotal: 5.48s\tremaining: 1.67s\n230:\tlearn: 0.4871628\ttotal: 5.5s\tremaining: 1.64s\n231:\tlearn: 0.4871231\ttotal: 5.52s\tremaining: 1.62s\n232:\tlearn: 0.4870411\ttotal: 5.55s\tremaining: 1.6s\n233:\tlearn: 0.4870012\ttotal: 5.59s\tremaining: 1.57s\n234:\tlearn: 0.4869706\ttotal: 5.62s\tremaining: 1.55s\n235:\tlearn: 0.4869518\ttotal: 5.64s\tremaining: 1.53s\n236:\tlearn: 0.4869270\ttotal: 5.68s\tremaining: 1.51s\n237:\tlearn: 0.4868447\ttotal: 5.7s\tremaining: 1.48s\n238:\tlearn: 0.4868087\ttotal: 5.72s\tremaining: 1.46s\n239:\tlearn: 0.4867571\ttotal: 5.75s\tremaining: 1.44s\n240:\tlearn: 0.4867150\ttotal: 5.77s\tremaining: 1.41s\n241:\tlearn: 0.4866841\ttotal: 5.79s\tremaining: 1.39s\n242:\tlearn: 0.4866595\ttotal: 5.81s\tremaining: 1.36s\n243:\tlearn: 0.4865794\ttotal: 5.84s\tremaining: 1.34s\n244:\tlearn: 0.4865256\ttotal: 5.86s\tremaining: 1.31s\n245:\tlearn: 0.4864772\ttotal: 5.88s\tremaining: 1.29s\n246:\tlearn: 0.4864391\ttotal: 5.91s\tremaining: 1.27s\n247:\tlearn: 0.4864101\ttotal: 5.93s\tremaining: 1.24s\n248:\tlearn: 0.4863531\ttotal: 5.95s\tremaining: 1.22s\n249:\tlearn: 0.4863190\ttotal: 5.98s\tremaining: 1.2s\n250:\tlearn: 0.4862615\ttotal: 6s\tremaining: 1.17s\n251:\tlearn: 0.4862283\ttotal: 6.03s\tremaining: 1.15s\n252:\tlearn: 0.4861651\ttotal: 6.05s\tremaining: 1.12s\n253:\tlearn: 0.4861121\ttotal: 6.07s\tremaining: 1.1s\n254:\tlearn: 0.4860511\ttotal: 6.09s\tremaining: 1.07s\n255:\tlearn: 0.4860107\ttotal: 6.11s\tremaining: 1.05s\n256:\tlearn: 0.4859793\ttotal: 6.13s\tremaining: 1.02s\n257:\tlearn: 0.4858939\ttotal: 6.14s\tremaining: 1s\n258:\tlearn: 0.4858483\ttotal: 6.16s\tremaining: 976ms\n259:\tlearn: 0.4858149\ttotal: 6.18s\tremaining: 951ms\n260:\tlearn: 0.4857219\ttotal: 6.2s\tremaining: 927ms\n261:\tlearn: 0.4856734\ttotal: 6.23s\tremaining: 903ms\n262:\tlearn: 0.4856351\ttotal: 6.25s\tremaining: 879ms\n263:\tlearn: 0.4855975\ttotal: 6.27s\tremaining: 855ms\n264:\tlearn: 0.4855640\ttotal: 6.29s\tremaining: 831ms\n265:\tlearn: 0.4854798\ttotal: 6.32s\tremaining: 807ms\n266:\tlearn: 0.4854609\ttotal: 6.34s\tremaining: 783ms\n267:\tlearn: 0.4854350\ttotal: 6.36s\tremaining: 759ms\n268:\tlearn: 0.4853886\ttotal: 6.37s\tremaining: 735ms\n269:\tlearn: 0.4853655\ttotal: 6.39s\tremaining: 711ms\n270:\tlearn: 0.4853280\ttotal: 6.42s\tremaining: 687ms\n271:\tlearn: 0.4852942\ttotal: 6.44s\tremaining: 663ms\n272:\tlearn: 0.4852541\ttotal: 6.46s\tremaining: 639ms\n273:\tlearn: 0.4852377\ttotal: 6.49s\tremaining: 615ms\n274:\tlearn: 0.4851942\ttotal: 6.5s\tremaining: 591ms\n275:\tlearn: 0.4851240\ttotal: 6.52s\tremaining: 567ms\n276:\tlearn: 0.4850834\ttotal: 6.55s\tremaining: 544ms\n277:\tlearn: 0.4850168\ttotal: 6.57s\tremaining: 520ms\n278:\tlearn: 0.4849808\ttotal: 6.6s\tremaining: 497ms\n279:\tlearn: 0.4849622\ttotal: 6.62s\tremaining: 473ms\n280:\tlearn: 0.4849071\ttotal: 6.64s\tremaining: 449ms\n281:\tlearn: 0.4848523\ttotal: 6.66s\tremaining: 425ms\n282:\tlearn: 0.4848122\ttotal: 6.69s\tremaining: 402ms\n283:\tlearn: 0.4847571\ttotal: 6.71s\tremaining: 378ms\n284:\tlearn: 0.4847284\ttotal: 6.73s\tremaining: 354ms\n285:\tlearn: 0.4846919\ttotal: 6.75s\tremaining: 330ms\n286:\tlearn: 0.4846534\ttotal: 6.77s\tremaining: 307ms\n287:\tlearn: 0.4846199\ttotal: 6.79s\tremaining: 283ms\n288:\tlearn: 0.4845910\ttotal: 6.81s\tremaining: 259ms\n289:\tlearn: 0.4845757\ttotal: 6.83s\tremaining: 235ms\n290:\tlearn: 0.4845430\ttotal: 6.85s\tremaining: 212ms\n291:\tlearn: 0.4845187\ttotal: 6.87s\tremaining: 188ms\n292:\tlearn: 0.4844601\ttotal: 6.89s\tremaining: 165ms\n293:\tlearn: 0.4844442\ttotal: 6.91s\tremaining: 141ms\n294:\tlearn: 0.4843601\ttotal: 6.94s\tremaining: 118ms\n295:\tlearn: 0.4843383\ttotal: 6.96s\tremaining: 94.1ms\n296:\tlearn: 0.4843093\ttotal: 6.98s\tremaining: 70.5ms\n297:\tlearn: 0.4842550\ttotal: 7.01s\tremaining: 47ms\n298:\tlearn: 0.4842291\ttotal: 7.03s\tremaining: 23.5ms\n299:\tlearn: 0.4841705\ttotal: 7.05s\tremaining: 0us\n0:\tlearn: 0.6553589\ttotal: 30.4ms\tremaining: 9.07s\n1:\tlearn: 0.6249653\ttotal: 51.6ms\tremaining: 7.68s\n2:\tlearn: 0.6007716\ttotal: 71ms\tremaining: 7.03s\n3:\tlearn: 0.5819373\ttotal: 90.4ms\tremaining: 6.69s\n4:\tlearn: 0.5661812\ttotal: 113ms\tremaining: 6.64s\n5:\tlearn: 0.5538679\ttotal: 136ms\tremaining: 6.68s\n6:\tlearn: 0.5437144\ttotal: 158ms\tremaining: 6.62s\n7:\tlearn: 0.5358815\ttotal: 178ms\tremaining: 6.5s\n8:\tlearn: 0.5294339\ttotal: 198ms\tremaining: 6.4s\n9:\tlearn: 0.5238071\ttotal: 221ms\tremaining: 6.41s\n10:\tlearn: 0.5194322\ttotal: 255ms\tremaining: 6.71s\n11:\tlearn: 0.5161877\ttotal: 279ms\tremaining: 6.69s\n12:\tlearn: 0.5134809\ttotal: 304ms\tremaining: 6.71s\n13:\tlearn: 0.5107403\ttotal: 334ms\tremaining: 6.81s\n14:\tlearn: 0.5087580\ttotal: 354ms\tremaining: 6.73s\n15:\tlearn: 0.5069384\ttotal: 376ms\tremaining: 6.67s\n16:\tlearn: 0.5053796\ttotal: 394ms\tremaining: 6.56s\n17:\tlearn: 0.5041244\ttotal: 420ms\tremaining: 6.58s\n18:\tlearn: 0.5030598\ttotal: 445ms\tremaining: 6.58s\n19:\tlearn: 0.5021092\ttotal: 470ms\tremaining: 6.58s\n20:\tlearn: 0.5010527\ttotal: 490ms\tremaining: 6.51s\n21:\tlearn: 0.5003099\ttotal: 513ms\tremaining: 6.48s\n22:\tlearn: 0.4995950\ttotal: 532ms\tremaining: 6.41s\n23:\tlearn: 0.4987877\ttotal: 551ms\tremaining: 6.33s\n24:\tlearn: 0.4982928\ttotal: 576ms\tremaining: 6.34s\n25:\tlearn: 0.4977563\ttotal: 600ms\tremaining: 6.33s\n26:\tlearn: 0.4973566\ttotal: 626ms\tremaining: 6.33s\n27:\tlearn: 0.4970149\ttotal: 653ms\tremaining: 6.34s\n28:\tlearn: 0.4966203\ttotal: 676ms\tremaining: 6.31s\n29:\tlearn: 0.4963015\ttotal: 704ms\tremaining: 6.34s\n30:\tlearn: 0.4958052\ttotal: 730ms\tremaining: 6.33s\n31:\tlearn: 0.4955251\ttotal: 755ms\tremaining: 6.33s\n32:\tlearn: 0.4951906\ttotal: 775ms\tremaining: 6.27s\n33:\tlearn: 0.4948337\ttotal: 798ms\tremaining: 6.24s\n34:\tlearn: 0.4944987\ttotal: 824ms\tremaining: 6.24s\n35:\tlearn: 0.4940377\ttotal: 852ms\tremaining: 6.25s\n36:\tlearn: 0.4935820\ttotal: 878ms\tremaining: 6.24s\n37:\tlearn: 0.4932851\ttotal: 901ms\tremaining: 6.21s\n38:\tlearn: 0.4930065\ttotal: 926ms\tremaining: 6.19s\n39:\tlearn: 0.4927246\ttotal: 949ms\tremaining: 6.17s\n40:\tlearn: 0.4924146\ttotal: 973ms\tremaining: 6.15s\n41:\tlearn: 0.4920433\ttotal: 992ms\tremaining: 6.1s\n42:\tlearn: 0.4918360\ttotal: 1.01s\tremaining: 6.06s\n43:\tlearn: 0.4916187\ttotal: 1.03s\tremaining: 6.01s\n44:\tlearn: 0.4913657\ttotal: 1.05s\tremaining: 5.98s\n45:\tlearn: 0.4910620\ttotal: 1.07s\tremaining: 5.92s\n46:\tlearn: 0.4906778\ttotal: 1.09s\tremaining: 5.88s\n47:\tlearn: 0.4905118\ttotal: 1.11s\tremaining: 5.84s\n48:\tlearn: 0.4902477\ttotal: 1.14s\tremaining: 5.83s\n49:\tlearn: 0.4899800\ttotal: 1.16s\tremaining: 5.8s\n50:\tlearn: 0.4897860\ttotal: 1.19s\tremaining: 5.8s\n51:\tlearn: 0.4896376\ttotal: 1.21s\tremaining: 5.79s\n52:\tlearn: 0.4894109\ttotal: 1.23s\tremaining: 5.75s\n53:\tlearn: 0.4892274\ttotal: 1.26s\tremaining: 5.73s\n54:\tlearn: 0.4890064\ttotal: 1.28s\tremaining: 5.69s\n55:\tlearn: 0.4888820\ttotal: 1.29s\tremaining: 5.64s\n56:\tlearn: 0.4886920\ttotal: 1.32s\tremaining: 5.62s\n57:\tlearn: 0.4885284\ttotal: 1.34s\tremaining: 5.58s\n58:\tlearn: 0.4884139\ttotal: 1.36s\tremaining: 5.55s\n59:\tlearn: 0.4882273\ttotal: 1.38s\tremaining: 5.52s\n60:\tlearn: 0.4880666\ttotal: 1.41s\tremaining: 5.53s\n61:\tlearn: 0.4879074\ttotal: 1.43s\tremaining: 5.5s\n62:\tlearn: 0.4875543\ttotal: 1.45s\tremaining: 5.46s\n63:\tlearn: 0.4873780\ttotal: 1.47s\tremaining: 5.42s\n64:\tlearn: 0.4871367\ttotal: 1.49s\tremaining: 5.38s\n65:\tlearn: 0.4870407\ttotal: 1.51s\tremaining: 5.35s\n66:\tlearn: 0.4868199\ttotal: 1.53s\tremaining: 5.32s\n67:\tlearn: 0.4866855\ttotal: 1.55s\tremaining: 5.28s\n68:\tlearn: 0.4865600\ttotal: 1.57s\tremaining: 5.25s\n69:\tlearn: 0.4864112\ttotal: 1.59s\tremaining: 5.22s\n70:\tlearn: 0.4863268\ttotal: 1.61s\tremaining: 5.21s\n71:\tlearn: 0.4862100\ttotal: 1.64s\tremaining: 5.18s\n72:\tlearn: 0.4861453\ttotal: 1.66s\tremaining: 5.16s\n73:\tlearn: 0.4858369\ttotal: 1.68s\tremaining: 5.14s\n74:\tlearn: 0.4856083\ttotal: 1.71s\tremaining: 5.13s\n75:\tlearn: 0.4854567\ttotal: 1.74s\tremaining: 5.13s\n76:\tlearn: 0.4853283\ttotal: 1.76s\tremaining: 5.1s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "77:\tlearn: 0.4852634\ttotal: 1.78s\tremaining: 5.07s\n78:\tlearn: 0.4850030\ttotal: 1.8s\tremaining: 5.04s\n79:\tlearn: 0.4847311\ttotal: 1.82s\tremaining: 5.01s\n80:\tlearn: 0.4846376\ttotal: 1.84s\tremaining: 4.99s\n81:\tlearn: 0.4845471\ttotal: 1.87s\tremaining: 4.96s\n82:\tlearn: 0.4844769\ttotal: 1.89s\tremaining: 4.94s\n83:\tlearn: 0.4843263\ttotal: 1.91s\tremaining: 4.91s\n84:\tlearn: 0.4842127\ttotal: 1.93s\tremaining: 4.88s\n85:\tlearn: 0.4841308\ttotal: 1.95s\tremaining: 4.85s\n86:\tlearn: 0.4839787\ttotal: 1.97s\tremaining: 4.83s\n87:\tlearn: 0.4838537\ttotal: 2s\tremaining: 4.81s\n88:\tlearn: 0.4835949\ttotal: 2.02s\tremaining: 4.79s\n89:\tlearn: 0.4833934\ttotal: 2.05s\tremaining: 4.78s\n90:\tlearn: 0.4832927\ttotal: 2.07s\tremaining: 4.76s\n91:\tlearn: 0.4832191\ttotal: 2.1s\tremaining: 4.74s\n92:\tlearn: 0.4831279\ttotal: 2.12s\tremaining: 4.72s\n93:\tlearn: 0.4827822\ttotal: 2.15s\tremaining: 4.7s\n94:\tlearn: 0.4825641\ttotal: 2.17s\tremaining: 4.68s\n95:\tlearn: 0.4824791\ttotal: 2.19s\tremaining: 4.66s\n96:\tlearn: 0.4822195\ttotal: 2.21s\tremaining: 4.64s\n97:\tlearn: 0.4821551\ttotal: 2.24s\tremaining: 4.62s\n98:\tlearn: 0.4820662\ttotal: 2.26s\tremaining: 4.6s\n99:\tlearn: 0.4819506\ttotal: 2.29s\tremaining: 4.57s\n100:\tlearn: 0.4818504\ttotal: 2.31s\tremaining: 4.55s\n101:\tlearn: 0.4818002\ttotal: 2.34s\tremaining: 4.54s\n102:\tlearn: 0.4815663\ttotal: 2.37s\tremaining: 4.53s\n103:\tlearn: 0.4814389\ttotal: 2.39s\tremaining: 4.51s\n104:\tlearn: 0.4813542\ttotal: 2.42s\tremaining: 4.49s\n105:\tlearn: 0.4812536\ttotal: 2.44s\tremaining: 4.46s\n106:\tlearn: 0.4811272\ttotal: 2.46s\tremaining: 4.44s\n107:\tlearn: 0.4809917\ttotal: 2.48s\tremaining: 4.41s\n108:\tlearn: 0.4808732\ttotal: 2.5s\tremaining: 4.39s\n109:\tlearn: 0.4806483\ttotal: 2.53s\tremaining: 4.37s\n110:\tlearn: 0.4805474\ttotal: 2.55s\tremaining: 4.34s\n111:\tlearn: 0.4803728\ttotal: 2.58s\tremaining: 4.34s\n112:\tlearn: 0.4802793\ttotal: 2.61s\tremaining: 4.32s\n113:\tlearn: 0.4802286\ttotal: 2.64s\tremaining: 4.3s\n114:\tlearn: 0.4801042\ttotal: 2.66s\tremaining: 4.28s\n115:\tlearn: 0.4800166\ttotal: 2.68s\tremaining: 4.25s\n116:\tlearn: 0.4798551\ttotal: 2.7s\tremaining: 4.23s\n117:\tlearn: 0.4797794\ttotal: 2.73s\tremaining: 4.2s\n118:\tlearn: 0.4796702\ttotal: 2.75s\tremaining: 4.19s\n119:\tlearn: 0.4795839\ttotal: 2.78s\tremaining: 4.17s\n120:\tlearn: 0.4793691\ttotal: 2.81s\tremaining: 4.16s\n121:\tlearn: 0.4792932\ttotal: 2.84s\tremaining: 4.14s\n122:\tlearn: 0.4792125\ttotal: 2.85s\tremaining: 4.11s\n123:\tlearn: 0.4791008\ttotal: 2.87s\tremaining: 4.08s\n124:\tlearn: 0.4790337\ttotal: 2.9s\tremaining: 4.06s\n125:\tlearn: 0.4789814\ttotal: 2.92s\tremaining: 4.03s\n126:\tlearn: 0.4788396\ttotal: 2.94s\tremaining: 4.01s\n127:\tlearn: 0.4787779\ttotal: 2.97s\tremaining: 3.99s\n128:\tlearn: 0.4785222\ttotal: 2.99s\tremaining: 3.96s\n129:\tlearn: 0.4784331\ttotal: 3.01s\tremaining: 3.94s\n130:\tlearn: 0.4783444\ttotal: 3.04s\tremaining: 3.92s\n131:\tlearn: 0.4781457\ttotal: 3.06s\tremaining: 3.89s\n132:\tlearn: 0.4781080\ttotal: 3.08s\tremaining: 3.87s\n133:\tlearn: 0.4780349\ttotal: 3.11s\tremaining: 3.85s\n134:\tlearn: 0.4779945\ttotal: 3.13s\tremaining: 3.83s\n135:\tlearn: 0.4779168\ttotal: 3.15s\tremaining: 3.8s\n136:\tlearn: 0.4778569\ttotal: 3.18s\tremaining: 3.78s\n137:\tlearn: 0.4777791\ttotal: 3.2s\tremaining: 3.76s\n138:\tlearn: 0.4777052\ttotal: 3.23s\tremaining: 3.74s\n139:\tlearn: 0.4776050\ttotal: 3.25s\tremaining: 3.72s\n140:\tlearn: 0.4773909\ttotal: 3.29s\tremaining: 3.71s\n141:\tlearn: 0.4773201\ttotal: 3.33s\tremaining: 3.7s\n142:\tlearn: 0.4771867\ttotal: 3.35s\tremaining: 3.68s\n143:\tlearn: 0.4771205\ttotal: 3.38s\tremaining: 3.66s\n144:\tlearn: 0.4769922\ttotal: 3.4s\tremaining: 3.63s\n145:\tlearn: 0.4767886\ttotal: 3.42s\tremaining: 3.61s\n146:\tlearn: 0.4767191\ttotal: 3.45s\tremaining: 3.59s\n147:\tlearn: 0.4766116\ttotal: 3.47s\tremaining: 3.56s\n148:\tlearn: 0.4765636\ttotal: 3.5s\tremaining: 3.54s\n149:\tlearn: 0.4764125\ttotal: 3.52s\tremaining: 3.52s\n150:\tlearn: 0.4762563\ttotal: 3.55s\tremaining: 3.5s\n151:\tlearn: 0.4762107\ttotal: 3.58s\tremaining: 3.48s\n152:\tlearn: 0.4761002\ttotal: 3.6s\tremaining: 3.46s\n153:\tlearn: 0.4759572\ttotal: 3.63s\tremaining: 3.44s\n154:\tlearn: 0.4758694\ttotal: 3.65s\tremaining: 3.41s\n155:\tlearn: 0.4757907\ttotal: 3.67s\tremaining: 3.39s\n156:\tlearn: 0.4756863\ttotal: 3.69s\tremaining: 3.36s\n157:\tlearn: 0.4754734\ttotal: 3.72s\tremaining: 3.34s\n158:\tlearn: 0.4753239\ttotal: 3.75s\tremaining: 3.32s\n159:\tlearn: 0.4752269\ttotal: 3.77s\tremaining: 3.29s\n160:\tlearn: 0.4751615\ttotal: 3.79s\tremaining: 3.27s\n161:\tlearn: 0.4751243\ttotal: 3.81s\tremaining: 3.24s\n162:\tlearn: 0.4750283\ttotal: 3.83s\tremaining: 3.22s\n163:\tlearn: 0.4749139\ttotal: 3.85s\tremaining: 3.19s\n164:\tlearn: 0.4748528\ttotal: 3.87s\tremaining: 3.17s\n165:\tlearn: 0.4747204\ttotal: 3.89s\tremaining: 3.14s\n166:\tlearn: 0.4745916\ttotal: 3.92s\tremaining: 3.12s\n167:\tlearn: 0.4745191\ttotal: 3.94s\tremaining: 3.1s\n168:\tlearn: 0.4743976\ttotal: 3.97s\tremaining: 3.08s\n169:\tlearn: 0.4743068\ttotal: 4s\tremaining: 3.06s\n170:\tlearn: 0.4741537\ttotal: 4.03s\tremaining: 3.04s\n171:\tlearn: 0.4740894\ttotal: 4.05s\tremaining: 3.01s\n172:\tlearn: 0.4740226\ttotal: 4.07s\tremaining: 2.99s\n173:\tlearn: 0.4739434\ttotal: 4.09s\tremaining: 2.96s\n174:\tlearn: 0.4738049\ttotal: 4.12s\tremaining: 2.94s\n175:\tlearn: 0.4737231\ttotal: 4.14s\tremaining: 2.92s\n176:\tlearn: 0.4736317\ttotal: 4.16s\tremaining: 2.89s\n177:\tlearn: 0.4735700\ttotal: 4.18s\tremaining: 2.86s\n178:\tlearn: 0.4734685\ttotal: 4.2s\tremaining: 2.84s\n179:\tlearn: 0.4733978\ttotal: 4.22s\tremaining: 2.81s\n180:\tlearn: 0.4733096\ttotal: 4.24s\tremaining: 2.79s\n181:\tlearn: 0.4732548\ttotal: 4.26s\tremaining: 2.76s\n182:\tlearn: 0.4731496\ttotal: 4.28s\tremaining: 2.74s\n183:\tlearn: 0.4731032\ttotal: 4.3s\tremaining: 2.71s\n184:\tlearn: 0.4729941\ttotal: 4.33s\tremaining: 2.69s\n185:\tlearn: 0.4729320\ttotal: 4.35s\tremaining: 2.67s\n186:\tlearn: 0.4728266\ttotal: 4.38s\tremaining: 2.65s\n187:\tlearn: 0.4727735\ttotal: 4.4s\tremaining: 2.62s\n188:\tlearn: 0.4727200\ttotal: 4.43s\tremaining: 2.6s\n189:\tlearn: 0.4726838\ttotal: 4.45s\tremaining: 2.58s\n190:\tlearn: 0.4726224\ttotal: 4.47s\tremaining: 2.55s\n191:\tlearn: 0.4725823\ttotal: 4.5s\tremaining: 2.53s\n192:\tlearn: 0.4725156\ttotal: 4.52s\tremaining: 2.51s\n193:\tlearn: 0.4724814\ttotal: 4.55s\tremaining: 2.48s\n194:\tlearn: 0.4724315\ttotal: 4.57s\tremaining: 2.46s\n195:\tlearn: 0.4723789\ttotal: 4.6s\tremaining: 2.44s\n196:\tlearn: 0.4722611\ttotal: 4.62s\tremaining: 2.41s\n197:\tlearn: 0.4722219\ttotal: 4.64s\tremaining: 2.39s\n198:\tlearn: 0.4721656\ttotal: 4.67s\tremaining: 2.37s\n199:\tlearn: 0.4720946\ttotal: 4.69s\tremaining: 2.34s\n200:\tlearn: 0.4720294\ttotal: 4.71s\tremaining: 2.32s\n201:\tlearn: 0.4719636\ttotal: 4.74s\tremaining: 2.3s\n202:\tlearn: 0.4718904\ttotal: 4.76s\tremaining: 2.27s\n203:\tlearn: 0.4717729\ttotal: 4.79s\tremaining: 2.25s\n204:\tlearn: 0.4716751\ttotal: 4.81s\tremaining: 2.23s\n205:\tlearn: 0.4715321\ttotal: 4.83s\tremaining: 2.21s\n206:\tlearn: 0.4714965\ttotal: 4.86s\tremaining: 2.18s\n207:\tlearn: 0.4714660\ttotal: 4.89s\tremaining: 2.16s\n208:\tlearn: 0.4713956\ttotal: 4.91s\tremaining: 2.14s\n209:\tlearn: 0.4713126\ttotal: 4.94s\tremaining: 2.12s\n210:\tlearn: 0.4712203\ttotal: 4.96s\tremaining: 2.09s\n211:\tlearn: 0.4711654\ttotal: 4.99s\tremaining: 2.07s\n212:\tlearn: 0.4710859\ttotal: 5.01s\tremaining: 2.05s\n213:\tlearn: 0.4710359\ttotal: 5.04s\tremaining: 2.02s\n214:\tlearn: 0.4709463\ttotal: 5.06s\tremaining: 2s\n215:\tlearn: 0.4708674\ttotal: 5.08s\tremaining: 1.98s\n216:\tlearn: 0.4707790\ttotal: 5.11s\tremaining: 1.95s\n217:\tlearn: 0.4707486\ttotal: 5.14s\tremaining: 1.93s\n218:\tlearn: 0.4706602\ttotal: 5.16s\tremaining: 1.91s\n219:\tlearn: 0.4706135\ttotal: 5.18s\tremaining: 1.88s\n220:\tlearn: 0.4705047\ttotal: 5.19s\tremaining: 1.86s\n221:\tlearn: 0.4704444\ttotal: 5.21s\tremaining: 1.83s\n222:\tlearn: 0.4703876\ttotal: 5.23s\tremaining: 1.81s\n223:\tlearn: 0.4702955\ttotal: 5.26s\tremaining: 1.78s\n224:\tlearn: 0.4702130\ttotal: 5.28s\tremaining: 1.76s\n225:\tlearn: 0.4701174\ttotal: 5.3s\tremaining: 1.74s\n226:\tlearn: 0.4700814\ttotal: 5.33s\tremaining: 1.71s\n227:\tlearn: 0.4700402\ttotal: 5.36s\tremaining: 1.69s\n228:\tlearn: 0.4699865\ttotal: 5.38s\tremaining: 1.67s\n229:\tlearn: 0.4699339\ttotal: 5.4s\tremaining: 1.64s\n230:\tlearn: 0.4698899\ttotal: 5.42s\tremaining: 1.62s\n231:\tlearn: 0.4698574\ttotal: 5.45s\tremaining: 1.6s\n232:\tlearn: 0.4698152\ttotal: 5.47s\tremaining: 1.57s\n233:\tlearn: 0.4697372\ttotal: 5.49s\tremaining: 1.55s\n234:\tlearn: 0.4696806\ttotal: 5.51s\tremaining: 1.52s\n235:\tlearn: 0.4696283\ttotal: 5.53s\tremaining: 1.5s\n236:\tlearn: 0.4695762\ttotal: 5.56s\tremaining: 1.48s\n237:\tlearn: 0.4695285\ttotal: 5.58s\tremaining: 1.45s\n238:\tlearn: 0.4694868\ttotal: 5.6s\tremaining: 1.43s\n239:\tlearn: 0.4694408\ttotal: 5.62s\tremaining: 1.41s\n240:\tlearn: 0.4694138\ttotal: 5.65s\tremaining: 1.38s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "241:\tlearn: 0.4693578\ttotal: 5.67s\tremaining: 1.36s\n242:\tlearn: 0.4693149\ttotal: 5.7s\tremaining: 1.34s\n243:\tlearn: 0.4692763\ttotal: 5.73s\tremaining: 1.31s\n244:\tlearn: 0.4692157\ttotal: 5.75s\tremaining: 1.29s\n245:\tlearn: 0.4691734\ttotal: 5.78s\tremaining: 1.27s\n246:\tlearn: 0.4691158\ttotal: 5.81s\tremaining: 1.25s\n247:\tlearn: 0.4690771\ttotal: 5.83s\tremaining: 1.22s\n248:\tlearn: 0.4690372\ttotal: 5.86s\tremaining: 1.2s\n249:\tlearn: 0.4689528\ttotal: 5.89s\tremaining: 1.18s\n250:\tlearn: 0.4688671\ttotal: 5.91s\tremaining: 1.15s\n251:\tlearn: 0.4688419\ttotal: 5.93s\tremaining: 1.13s\n252:\tlearn: 0.4687934\ttotal: 5.96s\tremaining: 1.11s\n253:\tlearn: 0.4687498\ttotal: 5.98s\tremaining: 1.08s\n254:\tlearn: 0.4686641\ttotal: 6s\tremaining: 1.06s\n255:\tlearn: 0.4685402\ttotal: 6.03s\tremaining: 1.04s\n256:\tlearn: 0.4684758\ttotal: 6.05s\tremaining: 1.01s\n257:\tlearn: 0.4683989\ttotal: 6.07s\tremaining: 988ms\n258:\tlearn: 0.4683638\ttotal: 6.09s\tremaining: 964ms\n259:\tlearn: 0.4683002\ttotal: 6.12s\tremaining: 941ms\n260:\tlearn: 0.4681951\ttotal: 6.14s\tremaining: 918ms\n261:\tlearn: 0.4681395\ttotal: 6.16s\tremaining: 894ms\n262:\tlearn: 0.4681157\ttotal: 6.18s\tremaining: 870ms\n263:\tlearn: 0.4680854\ttotal: 6.2s\tremaining: 846ms\n264:\tlearn: 0.4680015\ttotal: 6.22s\tremaining: 822ms\n265:\tlearn: 0.4679735\ttotal: 6.24s\tremaining: 798ms\n266:\tlearn: 0.4679498\ttotal: 6.26s\tremaining: 774ms\n267:\tlearn: 0.4679183\ttotal: 6.28s\tremaining: 750ms\n268:\tlearn: 0.4678639\ttotal: 6.31s\tremaining: 727ms\n269:\tlearn: 0.4678084\ttotal: 6.33s\tremaining: 703ms\n270:\tlearn: 0.4677627\ttotal: 6.36s\tremaining: 681ms\n271:\tlearn: 0.4677144\ttotal: 6.39s\tremaining: 658ms\n272:\tlearn: 0.4676630\ttotal: 6.42s\tremaining: 635ms\n273:\tlearn: 0.4676346\ttotal: 6.44s\tremaining: 611ms\n274:\tlearn: 0.4675586\ttotal: 6.47s\tremaining: 588ms\n275:\tlearn: 0.4675192\ttotal: 6.49s\tremaining: 565ms\n276:\tlearn: 0.4674789\ttotal: 6.51s\tremaining: 541ms\n277:\tlearn: 0.4674499\ttotal: 6.54s\tremaining: 517ms\n278:\tlearn: 0.4673814\ttotal: 6.56s\tremaining: 494ms\n279:\tlearn: 0.4673488\ttotal: 6.59s\tremaining: 470ms\n280:\tlearn: 0.4673172\ttotal: 6.61s\tremaining: 447ms\n281:\tlearn: 0.4672529\ttotal: 6.63s\tremaining: 423ms\n282:\tlearn: 0.4671850\ttotal: 6.66s\tremaining: 400ms\n283:\tlearn: 0.4671439\ttotal: 6.69s\tremaining: 377ms\n284:\tlearn: 0.4671077\ttotal: 6.71s\tremaining: 353ms\n285:\tlearn: 0.4670736\ttotal: 6.74s\tremaining: 330ms\n286:\tlearn: 0.4669996\ttotal: 6.77s\tremaining: 307ms\n287:\tlearn: 0.4669612\ttotal: 6.79s\tremaining: 283ms\n288:\tlearn: 0.4669159\ttotal: 6.81s\tremaining: 259ms\n289:\tlearn: 0.4668391\ttotal: 6.83s\tremaining: 236ms\n290:\tlearn: 0.4667901\ttotal: 6.85s\tremaining: 212ms\n291:\tlearn: 0.4667359\ttotal: 6.87s\tremaining: 188ms\n292:\tlearn: 0.4667044\ttotal: 6.89s\tremaining: 165ms\n293:\tlearn: 0.4666691\ttotal: 6.91s\tremaining: 141ms\n294:\tlearn: 0.4665956\ttotal: 6.93s\tremaining: 118ms\n295:\tlearn: 0.4665746\ttotal: 6.95s\tremaining: 94ms\n296:\tlearn: 0.4665519\ttotal: 6.98s\tremaining: 70.5ms\n297:\tlearn: 0.4665160\ttotal: 7.01s\tremaining: 47.1ms\n298:\tlearn: 0.4664884\ttotal: 7.04s\tremaining: 23.5ms\n299:\tlearn: 0.4664465\ttotal: 7.07s\tremaining: 0us\n0:\tlearn: 0.6553535\ttotal: 21.4ms\tremaining: 6.41s\n1:\tlearn: 0.6248866\ttotal: 42.4ms\tremaining: 6.31s\n2:\tlearn: 0.6006661\ttotal: 65.8ms\tremaining: 6.52s\n3:\tlearn: 0.5813621\ttotal: 91ms\tremaining: 6.73s\n4:\tlearn: 0.5658495\ttotal: 115ms\tremaining: 6.79s\n5:\tlearn: 0.5532566\ttotal: 139ms\tremaining: 6.79s\n6:\tlearn: 0.5438207\ttotal: 165ms\tremaining: 6.92s\n7:\tlearn: 0.5358918\ttotal: 191ms\tremaining: 6.98s\n8:\tlearn: 0.5299207\ttotal: 221ms\tremaining: 7.13s\n9:\tlearn: 0.5246684\ttotal: 249ms\tremaining: 7.22s\n10:\tlearn: 0.5205802\ttotal: 279ms\tremaining: 7.33s\n11:\tlearn: 0.5169337\ttotal: 310ms\tremaining: 7.44s\n12:\tlearn: 0.5136474\ttotal: 336ms\tremaining: 7.42s\n13:\tlearn: 0.5109250\ttotal: 363ms\tremaining: 7.42s\n14:\tlearn: 0.5090237\ttotal: 389ms\tremaining: 7.39s\n15:\tlearn: 0.5071380\ttotal: 416ms\tremaining: 7.38s\n16:\tlearn: 0.5056388\ttotal: 439ms\tremaining: 7.3s\n17:\tlearn: 0.5044450\ttotal: 460ms\tremaining: 7.2s\n18:\tlearn: 0.5033869\ttotal: 481ms\tremaining: 7.11s\n19:\tlearn: 0.5026152\ttotal: 500ms\tremaining: 7s\n20:\tlearn: 0.5019045\ttotal: 525ms\tremaining: 6.97s\n21:\tlearn: 0.5010964\ttotal: 544ms\tremaining: 6.88s\n22:\tlearn: 0.5001882\ttotal: 565ms\tremaining: 6.81s\n23:\tlearn: 0.4995110\ttotal: 589ms\tremaining: 6.77s\n24:\tlearn: 0.4988460\ttotal: 607ms\tremaining: 6.68s\n25:\tlearn: 0.4981980\ttotal: 627ms\tremaining: 6.61s\n26:\tlearn: 0.4977056\ttotal: 649ms\tremaining: 6.56s\n27:\tlearn: 0.4970847\ttotal: 671ms\tremaining: 6.52s\n28:\tlearn: 0.4965589\ttotal: 691ms\tremaining: 6.46s\n29:\tlearn: 0.4961048\ttotal: 715ms\tremaining: 6.43s\n30:\tlearn: 0.4958002\ttotal: 740ms\tremaining: 6.42s\n31:\tlearn: 0.4953092\ttotal: 762ms\tremaining: 6.38s\n32:\tlearn: 0.4949537\ttotal: 781ms\tremaining: 6.32s\n33:\tlearn: 0.4947404\ttotal: 799ms\tremaining: 6.25s\n34:\tlearn: 0.4945170\ttotal: 817ms\tremaining: 6.19s\n35:\tlearn: 0.4941172\ttotal: 839ms\tremaining: 6.15s\n36:\tlearn: 0.4937773\ttotal: 857ms\tremaining: 6.09s\n37:\tlearn: 0.4935792\ttotal: 880ms\tremaining: 6.07s\n38:\tlearn: 0.4933661\ttotal: 901ms\tremaining: 6.03s\n39:\tlearn: 0.4932303\ttotal: 924ms\tremaining: 6s\n40:\tlearn: 0.4928803\ttotal: 949ms\tremaining: 6s\n41:\tlearn: 0.4924384\ttotal: 971ms\tremaining: 5.96s\n42:\tlearn: 0.4922059\ttotal: 992ms\tremaining: 5.93s\n43:\tlearn: 0.4919095\ttotal: 1.01s\tremaining: 5.88s\n44:\tlearn: 0.4916489\ttotal: 1.03s\tremaining: 5.83s\n45:\tlearn: 0.4915011\ttotal: 1.05s\tremaining: 5.78s\n46:\tlearn: 0.4913528\ttotal: 1.07s\tremaining: 5.75s\n47:\tlearn: 0.4910991\ttotal: 1.09s\tremaining: 5.71s\n48:\tlearn: 0.4908252\ttotal: 1.11s\tremaining: 5.69s\n49:\tlearn: 0.4905919\ttotal: 1.13s\tremaining: 5.66s\n50:\tlearn: 0.4904000\ttotal: 1.15s\tremaining: 5.63s\n51:\tlearn: 0.4900731\ttotal: 1.18s\tremaining: 5.6s\n52:\tlearn: 0.4899703\ttotal: 1.2s\tremaining: 5.57s\n53:\tlearn: 0.4898222\ttotal: 1.22s\tremaining: 5.54s\n54:\tlearn: 0.4895888\ttotal: 1.23s\tremaining: 5.49s\n55:\tlearn: 0.4894994\ttotal: 1.25s\tremaining: 5.46s\n56:\tlearn: 0.4891878\ttotal: 1.28s\tremaining: 5.46s\n57:\tlearn: 0.4890713\ttotal: 1.3s\tremaining: 5.44s\n58:\tlearn: 0.4887876\ttotal: 1.33s\tremaining: 5.46s\n59:\tlearn: 0.4885716\ttotal: 1.36s\tremaining: 5.44s\n60:\tlearn: 0.4885070\ttotal: 1.39s\tremaining: 5.45s\n61:\tlearn: 0.4884070\ttotal: 1.42s\tremaining: 5.44s\n62:\tlearn: 0.4882337\ttotal: 1.44s\tremaining: 5.42s\n63:\tlearn: 0.4880173\ttotal: 1.47s\tremaining: 5.41s\n64:\tlearn: 0.4878552\ttotal: 1.49s\tremaining: 5.4s\n65:\tlearn: 0.4877350\ttotal: 1.52s\tremaining: 5.39s\n66:\tlearn: 0.4876106\ttotal: 1.54s\tremaining: 5.37s\n67:\tlearn: 0.4874766\ttotal: 1.57s\tremaining: 5.37s\n68:\tlearn: 0.4873511\ttotal: 1.59s\tremaining: 5.34s\n69:\tlearn: 0.4870837\ttotal: 1.62s\tremaining: 5.34s\n70:\tlearn: 0.4869698\ttotal: 1.65s\tremaining: 5.33s\n71:\tlearn: 0.4868708\ttotal: 1.68s\tremaining: 5.33s\n72:\tlearn: 0.4866520\ttotal: 1.71s\tremaining: 5.33s\n73:\tlearn: 0.4863638\ttotal: 1.74s\tremaining: 5.31s\n74:\tlearn: 0.4862688\ttotal: 1.76s\tremaining: 5.28s\n75:\tlearn: 0.4860084\ttotal: 1.78s\tremaining: 5.26s\n76:\tlearn: 0.4858837\ttotal: 1.8s\tremaining: 5.22s\n77:\tlearn: 0.4858055\ttotal: 1.82s\tremaining: 5.18s\n78:\tlearn: 0.4855750\ttotal: 1.84s\tremaining: 5.15s\n79:\tlearn: 0.4852467\ttotal: 1.86s\tremaining: 5.11s\n80:\tlearn: 0.4849881\ttotal: 1.88s\tremaining: 5.09s\n81:\tlearn: 0.4849063\ttotal: 1.9s\tremaining: 5.06s\n82:\tlearn: 0.4847100\ttotal: 1.93s\tremaining: 5.04s\n83:\tlearn: 0.4844731\ttotal: 1.96s\tremaining: 5.03s\n84:\tlearn: 0.4842183\ttotal: 1.98s\tremaining: 5.02s\n85:\tlearn: 0.4840428\ttotal: 2.01s\tremaining: 5s\n86:\tlearn: 0.4839459\ttotal: 2.03s\tremaining: 4.98s\n87:\tlearn: 0.4837611\ttotal: 2.05s\tremaining: 4.95s\n88:\tlearn: 0.4837025\ttotal: 2.07s\tremaining: 4.92s\n89:\tlearn: 0.4836183\ttotal: 2.1s\tremaining: 4.89s\n90:\tlearn: 0.4835420\ttotal: 2.12s\tremaining: 4.87s\n91:\tlearn: 0.4834677\ttotal: 2.15s\tremaining: 4.85s\n92:\tlearn: 0.4833315\ttotal: 2.17s\tremaining: 4.83s\n93:\tlearn: 0.4831136\ttotal: 2.21s\tremaining: 4.84s\n94:\tlearn: 0.4830010\ttotal: 2.23s\tremaining: 4.82s\n95:\tlearn: 0.4828911\ttotal: 2.26s\tremaining: 4.8s\n96:\tlearn: 0.4826846\ttotal: 2.29s\tremaining: 4.78s\n97:\tlearn: 0.4825900\ttotal: 2.31s\tremaining: 4.75s\n98:\tlearn: 0.4824905\ttotal: 2.33s\tremaining: 4.73s\n99:\tlearn: 0.4823148\ttotal: 2.36s\tremaining: 4.71s\n100:\tlearn: 0.4821859\ttotal: 2.38s\tremaining: 4.69s\n101:\tlearn: 0.4821481\ttotal: 2.4s\tremaining: 4.67s\n102:\tlearn: 0.4819766\ttotal: 2.43s\tremaining: 4.65s\n103:\tlearn: 0.4816793\ttotal: 2.46s\tremaining: 4.63s\n104:\tlearn: 0.4816027\ttotal: 2.48s\tremaining: 4.61s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "105:\tlearn: 0.4814685\ttotal: 2.51s\tremaining: 4.59s\n106:\tlearn: 0.4813933\ttotal: 2.54s\tremaining: 4.58s\n107:\tlearn: 0.4812651\ttotal: 2.56s\tremaining: 4.55s\n108:\tlearn: 0.4812036\ttotal: 2.58s\tremaining: 4.53s\n109:\tlearn: 0.4810074\ttotal: 2.61s\tremaining: 4.5s\n110:\tlearn: 0.4809586\ttotal: 2.63s\tremaining: 4.48s\n111:\tlearn: 0.4808818\ttotal: 2.66s\tremaining: 4.47s\n112:\tlearn: 0.4807693\ttotal: 2.69s\tremaining: 4.45s\n113:\tlearn: 0.4806601\ttotal: 2.71s\tremaining: 4.43s\n114:\tlearn: 0.4805671\ttotal: 2.74s\tremaining: 4.4s\n115:\tlearn: 0.4804289\ttotal: 2.76s\tremaining: 4.38s\n116:\tlearn: 0.4803264\ttotal: 2.78s\tremaining: 4.36s\n117:\tlearn: 0.4801060\ttotal: 2.81s\tremaining: 4.34s\n118:\tlearn: 0.4800351\ttotal: 2.84s\tremaining: 4.32s\n119:\tlearn: 0.4799390\ttotal: 2.86s\tremaining: 4.29s\n120:\tlearn: 0.4798093\ttotal: 2.89s\tremaining: 4.27s\n121:\tlearn: 0.4797178\ttotal: 2.91s\tremaining: 4.25s\n122:\tlearn: 0.4796654\ttotal: 2.94s\tremaining: 4.23s\n123:\tlearn: 0.4795282\ttotal: 2.97s\tremaining: 4.21s\n124:\tlearn: 0.4794407\ttotal: 2.99s\tremaining: 4.19s\n125:\tlearn: 0.4793677\ttotal: 3.02s\tremaining: 4.17s\n126:\tlearn: 0.4793115\ttotal: 3.04s\tremaining: 4.14s\n127:\tlearn: 0.4792490\ttotal: 3.06s\tremaining: 4.11s\n128:\tlearn: 0.4791950\ttotal: 3.08s\tremaining: 4.08s\n129:\tlearn: 0.4791115\ttotal: 3.11s\tremaining: 4.06s\n130:\tlearn: 0.4790141\ttotal: 3.13s\tremaining: 4.04s\n131:\tlearn: 0.4788815\ttotal: 3.15s\tremaining: 4.01s\n132:\tlearn: 0.4787340\ttotal: 3.18s\tremaining: 3.99s\n133:\tlearn: 0.4786292\ttotal: 3.21s\tremaining: 3.97s\n134:\tlearn: 0.4784003\ttotal: 3.23s\tremaining: 3.95s\n135:\tlearn: 0.4783170\ttotal: 3.26s\tremaining: 3.93s\n136:\tlearn: 0.4781202\ttotal: 3.29s\tremaining: 3.91s\n137:\tlearn: 0.4780740\ttotal: 3.31s\tremaining: 3.89s\n138:\tlearn: 0.4780137\ttotal: 3.34s\tremaining: 3.87s\n139:\tlearn: 0.4777670\ttotal: 3.37s\tremaining: 3.85s\n140:\tlearn: 0.4776909\ttotal: 3.39s\tremaining: 3.83s\n141:\tlearn: 0.4776102\ttotal: 3.42s\tremaining: 3.8s\n142:\tlearn: 0.4775450\ttotal: 3.44s\tremaining: 3.78s\n143:\tlearn: 0.4774852\ttotal: 3.47s\tremaining: 3.76s\n144:\tlearn: 0.4774287\ttotal: 3.49s\tremaining: 3.73s\n145:\tlearn: 0.4772244\ttotal: 3.52s\tremaining: 3.71s\n146:\tlearn: 0.4771684\ttotal: 3.54s\tremaining: 3.69s\n147:\tlearn: 0.4770576\ttotal: 3.57s\tremaining: 3.67s\n148:\tlearn: 0.4768836\ttotal: 3.6s\tremaining: 3.65s\n149:\tlearn: 0.4768270\ttotal: 3.63s\tremaining: 3.63s\n150:\tlearn: 0.4767308\ttotal: 3.66s\tremaining: 3.61s\n151:\tlearn: 0.4766588\ttotal: 3.69s\tremaining: 3.59s\n152:\tlearn: 0.4765137\ttotal: 3.71s\tremaining: 3.57s\n153:\tlearn: 0.4763347\ttotal: 3.74s\tremaining: 3.55s\n154:\tlearn: 0.4762329\ttotal: 3.77s\tremaining: 3.52s\n155:\tlearn: 0.4761601\ttotal: 3.79s\tremaining: 3.5s\n156:\tlearn: 0.4761009\ttotal: 3.81s\tremaining: 3.47s\n157:\tlearn: 0.4760500\ttotal: 3.83s\tremaining: 3.44s\n158:\tlearn: 0.4759759\ttotal: 3.85s\tremaining: 3.41s\n159:\tlearn: 0.4758850\ttotal: 3.87s\tremaining: 3.38s\n160:\tlearn: 0.4758495\ttotal: 3.89s\tremaining: 3.36s\n161:\tlearn: 0.4756864\ttotal: 3.91s\tremaining: 3.33s\n162:\tlearn: 0.4756151\ttotal: 3.93s\tremaining: 3.3s\n163:\tlearn: 0.4755665\ttotal: 3.95s\tremaining: 3.27s\n164:\tlearn: 0.4755029\ttotal: 3.97s\tremaining: 3.25s\n165:\tlearn: 0.4753227\ttotal: 4s\tremaining: 3.23s\n166:\tlearn: 0.4751768\ttotal: 4.02s\tremaining: 3.2s\n167:\tlearn: 0.4750681\ttotal: 4.04s\tremaining: 3.18s\n168:\tlearn: 0.4750142\ttotal: 4.06s\tremaining: 3.15s\n169:\tlearn: 0.4749562\ttotal: 4.08s\tremaining: 3.12s\n170:\tlearn: 0.4748802\ttotal: 4.1s\tremaining: 3.09s\n171:\tlearn: 0.4748258\ttotal: 4.12s\tremaining: 3.07s\n172:\tlearn: 0.4747415\ttotal: 4.14s\tremaining: 3.04s\n173:\tlearn: 0.4746656\ttotal: 4.16s\tremaining: 3.01s\n174:\tlearn: 0.4745778\ttotal: 4.18s\tremaining: 2.99s\n175:\tlearn: 0.4744290\ttotal: 4.21s\tremaining: 2.96s\n176:\tlearn: 0.4742865\ttotal: 4.23s\tremaining: 2.94s\n177:\tlearn: 0.4742443\ttotal: 4.25s\tremaining: 2.91s\n178:\tlearn: 0.4742041\ttotal: 4.27s\tremaining: 2.89s\n179:\tlearn: 0.4740874\ttotal: 4.3s\tremaining: 2.86s\n180:\tlearn: 0.4740130\ttotal: 4.32s\tremaining: 2.84s\n181:\tlearn: 0.4739288\ttotal: 4.34s\tremaining: 2.82s\n182:\tlearn: 0.4738116\ttotal: 4.37s\tremaining: 2.79s\n183:\tlearn: 0.4736779\ttotal: 4.39s\tremaining: 2.77s\n184:\tlearn: 0.4736086\ttotal: 4.41s\tremaining: 2.74s\n185:\tlearn: 0.4735317\ttotal: 4.43s\tremaining: 2.71s\n186:\tlearn: 0.4734712\ttotal: 4.45s\tremaining: 2.69s\n187:\tlearn: 0.4733628\ttotal: 4.47s\tremaining: 2.67s\n188:\tlearn: 0.4732907\ttotal: 4.5s\tremaining: 2.64s\n189:\tlearn: 0.4732355\ttotal: 4.52s\tremaining: 2.62s\n190:\tlearn: 0.4731838\ttotal: 4.54s\tremaining: 2.59s\n191:\tlearn: 0.4731405\ttotal: 4.57s\tremaining: 2.57s\n192:\tlearn: 0.4731061\ttotal: 4.59s\tremaining: 2.55s\n193:\tlearn: 0.4730058\ttotal: 4.62s\tremaining: 2.52s\n194:\tlearn: 0.4729408\ttotal: 4.64s\tremaining: 2.5s\n195:\tlearn: 0.4728994\ttotal: 4.66s\tremaining: 2.47s\n196:\tlearn: 0.4728227\ttotal: 4.68s\tremaining: 2.45s\n197:\tlearn: 0.4727884\ttotal: 4.71s\tremaining: 2.42s\n198:\tlearn: 0.4726502\ttotal: 4.73s\tremaining: 2.4s\n199:\tlearn: 0.4725264\ttotal: 4.75s\tremaining: 2.38s\n200:\tlearn: 0.4724653\ttotal: 4.78s\tremaining: 2.35s\n201:\tlearn: 0.4724344\ttotal: 4.8s\tremaining: 2.33s\n202:\tlearn: 0.4723316\ttotal: 4.83s\tremaining: 2.31s\n203:\tlearn: 0.4722855\ttotal: 4.85s\tremaining: 2.28s\n204:\tlearn: 0.4721949\ttotal: 4.88s\tremaining: 2.26s\n205:\tlearn: 0.4721369\ttotal: 4.9s\tremaining: 2.23s\n206:\tlearn: 0.4720825\ttotal: 4.92s\tremaining: 2.21s\n207:\tlearn: 0.4720447\ttotal: 4.94s\tremaining: 2.19s\n208:\tlearn: 0.4720137\ttotal: 4.96s\tremaining: 2.16s\n209:\tlearn: 0.4719688\ttotal: 4.98s\tremaining: 2.14s\n210:\tlearn: 0.4719372\ttotal: 5.01s\tremaining: 2.11s\n211:\tlearn: 0.4718897\ttotal: 5.03s\tremaining: 2.09s\n212:\tlearn: 0.4717733\ttotal: 5.05s\tremaining: 2.06s\n213:\tlearn: 0.4717064\ttotal: 5.07s\tremaining: 2.04s\n214:\tlearn: 0.4716603\ttotal: 5.09s\tremaining: 2.01s\n215:\tlearn: 0.4715830\ttotal: 5.11s\tremaining: 1.99s\n216:\tlearn: 0.4715304\ttotal: 5.13s\tremaining: 1.96s\n217:\tlearn: 0.4714320\ttotal: 5.16s\tremaining: 1.94s\n218:\tlearn: 0.4713986\ttotal: 5.19s\tremaining: 1.92s\n219:\tlearn: 0.4712975\ttotal: 5.21s\tremaining: 1.89s\n220:\tlearn: 0.4712420\ttotal: 5.23s\tremaining: 1.87s\n221:\tlearn: 0.4711814\ttotal: 5.25s\tremaining: 1.84s\n222:\tlearn: 0.4710970\ttotal: 5.27s\tremaining: 1.82s\n223:\tlearn: 0.4710376\ttotal: 5.3s\tremaining: 1.8s\n224:\tlearn: 0.4709994\ttotal: 5.33s\tremaining: 1.78s\n225:\tlearn: 0.4709326\ttotal: 5.36s\tremaining: 1.75s\n226:\tlearn: 0.4708693\ttotal: 5.38s\tremaining: 1.73s\n227:\tlearn: 0.4708248\ttotal: 5.4s\tremaining: 1.71s\n228:\tlearn: 0.4707613\ttotal: 5.43s\tremaining: 1.68s\n229:\tlearn: 0.4707313\ttotal: 5.45s\tremaining: 1.66s\n230:\tlearn: 0.4706899\ttotal: 5.47s\tremaining: 1.63s\n231:\tlearn: 0.4705977\ttotal: 5.5s\tremaining: 1.61s\n232:\tlearn: 0.4704943\ttotal: 5.52s\tremaining: 1.59s\n233:\tlearn: 0.4704365\ttotal: 5.55s\tremaining: 1.56s\n234:\tlearn: 0.4703693\ttotal: 5.57s\tremaining: 1.54s\n235:\tlearn: 0.4703441\ttotal: 5.6s\tremaining: 1.52s\n236:\tlearn: 0.4702494\ttotal: 5.62s\tremaining: 1.49s\n237:\tlearn: 0.4701974\ttotal: 5.64s\tremaining: 1.47s\n238:\tlearn: 0.4701276\ttotal: 5.66s\tremaining: 1.45s\n239:\tlearn: 0.4700777\ttotal: 5.68s\tremaining: 1.42s\n240:\tlearn: 0.4700068\ttotal: 5.7s\tremaining: 1.4s\n241:\tlearn: 0.4699252\ttotal: 5.72s\tremaining: 1.37s\n242:\tlearn: 0.4698718\ttotal: 5.74s\tremaining: 1.35s\n243:\tlearn: 0.4698291\ttotal: 5.77s\tremaining: 1.32s\n244:\tlearn: 0.4697994\ttotal: 5.79s\tremaining: 1.3s\n245:\tlearn: 0.4697420\ttotal: 5.81s\tremaining: 1.28s\n246:\tlearn: 0.4696844\ttotal: 5.83s\tremaining: 1.25s\n247:\tlearn: 0.4696559\ttotal: 5.86s\tremaining: 1.23s\n248:\tlearn: 0.4696131\ttotal: 5.88s\tremaining: 1.2s\n249:\tlearn: 0.4695427\ttotal: 5.9s\tremaining: 1.18s\n250:\tlearn: 0.4695044\ttotal: 5.93s\tremaining: 1.16s\n251:\tlearn: 0.4694741\ttotal: 5.95s\tremaining: 1.13s\n252:\tlearn: 0.4694260\ttotal: 5.97s\tremaining: 1.11s\n253:\tlearn: 0.4693467\ttotal: 5.99s\tremaining: 1.08s\n254:\tlearn: 0.4692142\ttotal: 6.01s\tremaining: 1.06s\n255:\tlearn: 0.4691291\ttotal: 6.03s\tremaining: 1.04s\n256:\tlearn: 0.4690446\ttotal: 6.06s\tremaining: 1.01s\n257:\tlearn: 0.4689819\ttotal: 6.08s\tremaining: 990ms\n258:\tlearn: 0.4689534\ttotal: 6.11s\tremaining: 968ms\n259:\tlearn: 0.4689122\ttotal: 6.14s\tremaining: 945ms\n260:\tlearn: 0.4688829\ttotal: 6.17s\tremaining: 922ms\n261:\tlearn: 0.4688295\ttotal: 6.2s\tremaining: 899ms\n262:\tlearn: 0.4688040\ttotal: 6.22s\tremaining: 876ms\n263:\tlearn: 0.4687804\ttotal: 6.24s\tremaining: 851ms\n264:\tlearn: 0.4687314\ttotal: 6.27s\tremaining: 828ms\n265:\tlearn: 0.4686853\ttotal: 6.29s\tremaining: 804ms\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "266:\tlearn: 0.4685979\ttotal: 6.32s\tremaining: 781ms\n267:\tlearn: 0.4685514\ttotal: 6.34s\tremaining: 757ms\n268:\tlearn: 0.4684780\ttotal: 6.37s\tremaining: 734ms\n269:\tlearn: 0.4684370\ttotal: 6.39s\tremaining: 710ms\n270:\tlearn: 0.4683340\ttotal: 6.42s\tremaining: 687ms\n271:\tlearn: 0.4682972\ttotal: 6.45s\tremaining: 664ms\n272:\tlearn: 0.4682565\ttotal: 6.46s\tremaining: 639ms\n273:\tlearn: 0.4682136\ttotal: 6.49s\tremaining: 616ms\n274:\tlearn: 0.4681908\ttotal: 6.51s\tremaining: 592ms\n275:\tlearn: 0.4681334\ttotal: 6.53s\tremaining: 568ms\n276:\tlearn: 0.4680679\ttotal: 6.55s\tremaining: 544ms\n277:\tlearn: 0.4679879\ttotal: 6.57s\tremaining: 520ms\n278:\tlearn: 0.4679485\ttotal: 6.59s\tremaining: 496ms\n279:\tlearn: 0.4679204\ttotal: 6.61s\tremaining: 472ms\n280:\tlearn: 0.4678727\ttotal: 6.63s\tremaining: 448ms\n281:\tlearn: 0.4678327\ttotal: 6.65s\tremaining: 425ms\n282:\tlearn: 0.4678114\ttotal: 6.67s\tremaining: 401ms\n283:\tlearn: 0.4677827\ttotal: 6.69s\tremaining: 377ms\n284:\tlearn: 0.4677227\ttotal: 6.71s\tremaining: 353ms\n285:\tlearn: 0.4676540\ttotal: 6.74s\tremaining: 330ms\n286:\tlearn: 0.4675861\ttotal: 6.75s\tremaining: 306ms\n287:\tlearn: 0.4675246\ttotal: 6.78s\tremaining: 283ms\n288:\tlearn: 0.4674747\ttotal: 6.8s\tremaining: 259ms\n289:\tlearn: 0.4674227\ttotal: 6.82s\tremaining: 235ms\n290:\tlearn: 0.4673409\ttotal: 6.85s\tremaining: 212ms\n291:\tlearn: 0.4672740\ttotal: 6.88s\tremaining: 188ms\n292:\tlearn: 0.4671921\ttotal: 6.91s\tremaining: 165ms\n293:\tlearn: 0.4671507\ttotal: 6.93s\tremaining: 142ms\n294:\tlearn: 0.4670819\ttotal: 6.97s\tremaining: 118ms\n295:\tlearn: 0.4670405\ttotal: 6.99s\tremaining: 94.4ms\n296:\tlearn: 0.4669531\ttotal: 7.01s\tremaining: 70.8ms\n297:\tlearn: 0.4669135\ttotal: 7.03s\tremaining: 47.2ms\n298:\tlearn: 0.4668793\ttotal: 7.05s\tremaining: 23.6ms\n299:\tlearn: 0.4668506\ttotal: 7.08s\tremaining: 0us\n0:\tlearn: 0.6553434\ttotal: 27.7ms\tremaining: 8.28s\n1:\tlearn: 0.6247593\ttotal: 54.9ms\tremaining: 8.18s\n2:\tlearn: 0.6006385\ttotal: 76.5ms\tremaining: 7.57s\n3:\tlearn: 0.5815743\ttotal: 97.7ms\tremaining: 7.23s\n4:\tlearn: 0.5660777\ttotal: 119ms\tremaining: 7s\n5:\tlearn: 0.5537222\ttotal: 139ms\tremaining: 6.79s\n6:\tlearn: 0.5437795\ttotal: 159ms\tremaining: 6.64s\n7:\tlearn: 0.5360763\ttotal: 181ms\tremaining: 6.6s\n8:\tlearn: 0.5293904\ttotal: 205ms\tremaining: 6.62s\n9:\tlearn: 0.5238529\ttotal: 229ms\tremaining: 6.63s\n10:\tlearn: 0.5199516\ttotal: 255ms\tremaining: 6.7s\n11:\tlearn: 0.5162092\ttotal: 282ms\tremaining: 6.78s\n12:\tlearn: 0.5132642\ttotal: 313ms\tremaining: 6.92s\n13:\tlearn: 0.5109257\ttotal: 338ms\tremaining: 6.9s\n14:\tlearn: 0.5089695\ttotal: 363ms\tremaining: 6.89s\n15:\tlearn: 0.5072073\ttotal: 382ms\tremaining: 6.78s\n16:\tlearn: 0.5054987\ttotal: 402ms\tremaining: 6.7s\n17:\tlearn: 0.5042045\ttotal: 424ms\tremaining: 6.64s\n18:\tlearn: 0.5029084\ttotal: 450ms\tremaining: 6.66s\n19:\tlearn: 0.5018809\ttotal: 471ms\tremaining: 6.6s\n20:\tlearn: 0.5009960\ttotal: 494ms\tremaining: 6.56s\n21:\tlearn: 0.5002201\ttotal: 519ms\tremaining: 6.56s\n22:\tlearn: 0.4994249\ttotal: 544ms\tremaining: 6.54s\n23:\tlearn: 0.4989537\ttotal: 562ms\tremaining: 6.46s\n24:\tlearn: 0.4984500\ttotal: 582ms\tremaining: 6.4s\n25:\tlearn: 0.4979002\ttotal: 606ms\tremaining: 6.39s\n26:\tlearn: 0.4973782\ttotal: 627ms\tremaining: 6.34s\n27:\tlearn: 0.4970350\ttotal: 650ms\tremaining: 6.32s\n28:\tlearn: 0.4965547\ttotal: 674ms\tremaining: 6.3s\n29:\tlearn: 0.4960241\ttotal: 694ms\tremaining: 6.25s\n30:\tlearn: 0.4957854\ttotal: 716ms\tremaining: 6.21s\n31:\tlearn: 0.4952538\ttotal: 737ms\tremaining: 6.17s\n32:\tlearn: 0.4949506\ttotal: 764ms\tremaining: 6.18s\n33:\tlearn: 0.4947383\ttotal: 791ms\tremaining: 6.18s\n34:\tlearn: 0.4944625\ttotal: 816ms\tremaining: 6.18s\n35:\tlearn: 0.4941371\ttotal: 846ms\tremaining: 6.2s\n36:\tlearn: 0.4937686\ttotal: 876ms\tremaining: 6.22s\n37:\tlearn: 0.4934741\ttotal: 899ms\tremaining: 6.2s\n38:\tlearn: 0.4932108\ttotal: 921ms\tremaining: 6.16s\n39:\tlearn: 0.4929071\ttotal: 940ms\tremaining: 6.11s\n40:\tlearn: 0.4926765\ttotal: 966ms\tremaining: 6.1s\n41:\tlearn: 0.4925436\ttotal: 989ms\tremaining: 6.08s\n42:\tlearn: 0.4924016\ttotal: 1.01s\tremaining: 6.05s\n43:\tlearn: 0.4921880\ttotal: 1.05s\tremaining: 6.1s\n44:\tlearn: 0.4920590\ttotal: 1.07s\tremaining: 6.07s\n45:\tlearn: 0.4919422\ttotal: 1.1s\tremaining: 6.07s\n46:\tlearn: 0.4916363\ttotal: 1.14s\tremaining: 6.12s\n47:\tlearn: 0.4912832\ttotal: 1.16s\tremaining: 6.1s\n48:\tlearn: 0.4910957\ttotal: 1.2s\tremaining: 6.12s\n49:\tlearn: 0.4908061\ttotal: 1.23s\tremaining: 6.13s\n50:\tlearn: 0.4906928\ttotal: 1.26s\tremaining: 6.14s\n51:\tlearn: 0.4904282\ttotal: 1.28s\tremaining: 6.11s\n52:\tlearn: 0.4900925\ttotal: 1.31s\tremaining: 6.11s\n53:\tlearn: 0.4898073\ttotal: 1.33s\tremaining: 6.08s\n54:\tlearn: 0.4894184\ttotal: 1.36s\tremaining: 6.07s\n55:\tlearn: 0.4892942\ttotal: 1.39s\tremaining: 6.05s\n56:\tlearn: 0.4891265\ttotal: 1.41s\tremaining: 6.01s\n57:\tlearn: 0.4889608\ttotal: 1.43s\tremaining: 5.98s\n58:\tlearn: 0.4888714\ttotal: 1.46s\tremaining: 5.96s\n59:\tlearn: 0.4887693\ttotal: 1.48s\tremaining: 5.93s\n60:\tlearn: 0.4885093\ttotal: 1.5s\tremaining: 5.89s\n61:\tlearn: 0.4883354\ttotal: 1.52s\tremaining: 5.84s\n62:\tlearn: 0.4880550\ttotal: 1.54s\tremaining: 5.81s\n63:\tlearn: 0.4879752\ttotal: 1.57s\tremaining: 5.78s\n64:\tlearn: 0.4878501\ttotal: 1.58s\tremaining: 5.73s\n65:\tlearn: 0.4876252\ttotal: 1.61s\tremaining: 5.7s\n66:\tlearn: 0.4874960\ttotal: 1.63s\tremaining: 5.67s\n67:\tlearn: 0.4873547\ttotal: 1.66s\tremaining: 5.66s\n68:\tlearn: 0.4872874\ttotal: 1.69s\tremaining: 5.66s\n69:\tlearn: 0.4870434\ttotal: 1.72s\tremaining: 5.66s\n70:\tlearn: 0.4869553\ttotal: 1.75s\tremaining: 5.64s\n71:\tlearn: 0.4867421\ttotal: 1.77s\tremaining: 5.61s\n72:\tlearn: 0.4866292\ttotal: 1.8s\tremaining: 5.59s\n73:\tlearn: 0.4865120\ttotal: 1.82s\tremaining: 5.56s\n74:\tlearn: 0.4864448\ttotal: 1.84s\tremaining: 5.53s\n75:\tlearn: 0.4863089\ttotal: 1.88s\tremaining: 5.54s\n76:\tlearn: 0.4860873\ttotal: 1.91s\tremaining: 5.53s\n77:\tlearn: 0.4859936\ttotal: 1.93s\tremaining: 5.5s\n78:\tlearn: 0.4858894\ttotal: 1.96s\tremaining: 5.48s\n79:\tlearn: 0.4857932\ttotal: 1.98s\tremaining: 5.45s\n80:\tlearn: 0.4856813\ttotal: 2.01s\tremaining: 5.42s\n81:\tlearn: 0.4855704\ttotal: 2.03s\tremaining: 5.4s\n82:\tlearn: 0.4854942\ttotal: 2.05s\tremaining: 5.37s\n83:\tlearn: 0.4852101\ttotal: 2.08s\tremaining: 5.34s\n84:\tlearn: 0.4850897\ttotal: 2.1s\tremaining: 5.3s\n85:\tlearn: 0.4849807\ttotal: 2.12s\tremaining: 5.27s\n86:\tlearn: 0.4847618\ttotal: 2.14s\tremaining: 5.25s\n87:\tlearn: 0.4846670\ttotal: 2.17s\tremaining: 5.23s\n88:\tlearn: 0.4844865\ttotal: 2.2s\tremaining: 5.22s\n89:\tlearn: 0.4843190\ttotal: 2.23s\tremaining: 5.2s\n90:\tlearn: 0.4840318\ttotal: 2.26s\tremaining: 5.2s\n91:\tlearn: 0.4837755\ttotal: 2.29s\tremaining: 5.19s\n92:\tlearn: 0.4836998\ttotal: 2.32s\tremaining: 5.16s\n93:\tlearn: 0.4834716\ttotal: 2.34s\tremaining: 5.14s\n94:\tlearn: 0.4833461\ttotal: 2.36s\tremaining: 5.1s\n95:\tlearn: 0.4832794\ttotal: 2.39s\tremaining: 5.07s\n96:\tlearn: 0.4832069\ttotal: 2.41s\tremaining: 5.04s\n97:\tlearn: 0.4831144\ttotal: 2.44s\tremaining: 5.02s\n98:\tlearn: 0.4830581\ttotal: 2.46s\tremaining: 5s\n99:\tlearn: 0.4829073\ttotal: 2.49s\tremaining: 4.97s\n100:\tlearn: 0.4827782\ttotal: 2.51s\tremaining: 4.95s\n101:\tlearn: 0.4826516\ttotal: 2.54s\tremaining: 4.93s\n102:\tlearn: 0.4824312\ttotal: 2.57s\tremaining: 4.91s\n103:\tlearn: 0.4822920\ttotal: 2.6s\tremaining: 4.89s\n104:\tlearn: 0.4821910\ttotal: 2.63s\tremaining: 4.88s\n105:\tlearn: 0.4819884\ttotal: 2.65s\tremaining: 4.86s\n106:\tlearn: 0.4819424\ttotal: 2.68s\tremaining: 4.83s\n107:\tlearn: 0.4817443\ttotal: 2.7s\tremaining: 4.8s\n108:\tlearn: 0.4815948\ttotal: 2.72s\tremaining: 4.77s\n109:\tlearn: 0.4814966\ttotal: 2.74s\tremaining: 4.74s\n110:\tlearn: 0.4812739\ttotal: 2.77s\tremaining: 4.71s\n111:\tlearn: 0.4811942\ttotal: 2.79s\tremaining: 4.69s\n112:\tlearn: 0.4809988\ttotal: 2.81s\tremaining: 4.66s\n113:\tlearn: 0.4809397\ttotal: 2.84s\tremaining: 4.63s\n114:\tlearn: 0.4807570\ttotal: 2.87s\tremaining: 4.61s\n115:\tlearn: 0.4806894\ttotal: 2.89s\tremaining: 4.58s\n116:\tlearn: 0.4805074\ttotal: 2.91s\tremaining: 4.55s\n117:\tlearn: 0.4804008\ttotal: 2.93s\tremaining: 4.52s\n118:\tlearn: 0.4803231\ttotal: 2.95s\tremaining: 4.49s\n119:\tlearn: 0.4802455\ttotal: 2.97s\tremaining: 4.46s\n120:\tlearn: 0.4801678\ttotal: 3s\tremaining: 4.43s\n121:\tlearn: 0.4800989\ttotal: 3.02s\tremaining: 4.41s\n122:\tlearn: 0.4798918\ttotal: 3.04s\tremaining: 4.38s\n123:\tlearn: 0.4798003\ttotal: 3.06s\tremaining: 4.35s\n124:\tlearn: 0.4797298\ttotal: 3.09s\tremaining: 4.33s\n125:\tlearn: 0.4795655\ttotal: 3.11s\tremaining: 4.3s\n126:\tlearn: 0.4794697\ttotal: 3.14s\tremaining: 4.28s\n127:\tlearn: 0.4794035\ttotal: 3.17s\tremaining: 4.25s\n128:\tlearn: 0.4793193\ttotal: 3.19s\tremaining: 4.23s\n129:\tlearn: 0.4792380\ttotal: 3.22s\tremaining: 4.21s\n130:\tlearn: 0.4791781\ttotal: 3.24s\tremaining: 4.18s\n131:\tlearn: 0.4789820\ttotal: 3.27s\tremaining: 4.16s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "132:\tlearn: 0.4789414\ttotal: 3.3s\tremaining: 4.14s\n133:\tlearn: 0.4788186\ttotal: 3.32s\tremaining: 4.12s\n134:\tlearn: 0.4787315\ttotal: 3.35s\tremaining: 4.09s\n135:\tlearn: 0.4785253\ttotal: 3.37s\tremaining: 4.07s\n136:\tlearn: 0.4784593\ttotal: 3.39s\tremaining: 4.04s\n137:\tlearn: 0.4783378\ttotal: 3.41s\tremaining: 4s\n138:\tlearn: 0.4781811\ttotal: 3.43s\tremaining: 3.98s\n139:\tlearn: 0.4780486\ttotal: 3.46s\tremaining: 3.95s\n140:\tlearn: 0.4778924\ttotal: 3.48s\tremaining: 3.92s\n141:\tlearn: 0.4777566\ttotal: 3.5s\tremaining: 3.9s\n142:\tlearn: 0.4776928\ttotal: 3.52s\tremaining: 3.86s\n143:\tlearn: 0.4776153\ttotal: 3.54s\tremaining: 3.84s\n144:\tlearn: 0.4775013\ttotal: 3.56s\tremaining: 3.81s\n145:\tlearn: 0.4774026\ttotal: 3.58s\tremaining: 3.78s\n146:\tlearn: 0.4772580\ttotal: 3.61s\tremaining: 3.75s\n147:\tlearn: 0.4772107\ttotal: 3.63s\tremaining: 3.73s\n148:\tlearn: 0.4771486\ttotal: 3.65s\tremaining: 3.7s\n149:\tlearn: 0.4771023\ttotal: 3.67s\tremaining: 3.67s\n150:\tlearn: 0.4770116\ttotal: 3.69s\tremaining: 3.65s\n151:\tlearn: 0.4769161\ttotal: 3.71s\tremaining: 3.62s\n152:\tlearn: 0.4768666\ttotal: 3.74s\tremaining: 3.59s\n153:\tlearn: 0.4768134\ttotal: 3.75s\tremaining: 3.56s\n154:\tlearn: 0.4767110\ttotal: 3.78s\tremaining: 3.54s\n155:\tlearn: 0.4766091\ttotal: 3.81s\tremaining: 3.51s\n156:\tlearn: 0.4764815\ttotal: 3.83s\tremaining: 3.49s\n157:\tlearn: 0.4764356\ttotal: 3.86s\tremaining: 3.47s\n158:\tlearn: 0.4763313\ttotal: 3.89s\tremaining: 3.45s\n159:\tlearn: 0.4761421\ttotal: 3.93s\tremaining: 3.44s\n160:\tlearn: 0.4760847\ttotal: 3.95s\tremaining: 3.41s\n161:\tlearn: 0.4759934\ttotal: 3.98s\tremaining: 3.39s\n162:\tlearn: 0.4759469\ttotal: 4s\tremaining: 3.36s\n163:\tlearn: 0.4758962\ttotal: 4.02s\tremaining: 3.33s\n164:\tlearn: 0.4757687\ttotal: 4.04s\tremaining: 3.31s\n165:\tlearn: 0.4756044\ttotal: 4.07s\tremaining: 3.28s\n166:\tlearn: 0.4755345\ttotal: 4.09s\tremaining: 3.25s\n167:\tlearn: 0.4754581\ttotal: 4.11s\tremaining: 3.23s\n168:\tlearn: 0.4753931\ttotal: 4.14s\tremaining: 3.21s\n169:\tlearn: 0.4753126\ttotal: 4.16s\tremaining: 3.18s\n170:\tlearn: 0.4751985\ttotal: 4.19s\tremaining: 3.16s\n171:\tlearn: 0.4750735\ttotal: 4.21s\tremaining: 3.13s\n172:\tlearn: 0.4749824\ttotal: 4.23s\tremaining: 3.11s\n173:\tlearn: 0.4749012\ttotal: 4.26s\tremaining: 3.09s\n174:\tlearn: 0.4748372\ttotal: 4.29s\tremaining: 3.06s\n175:\tlearn: 0.4747861\ttotal: 4.31s\tremaining: 3.04s\n176:\tlearn: 0.4746505\ttotal: 4.34s\tremaining: 3.02s\n177:\tlearn: 0.4745668\ttotal: 4.36s\tremaining: 2.99s\n178:\tlearn: 0.4744894\ttotal: 4.39s\tremaining: 2.96s\n179:\tlearn: 0.4744110\ttotal: 4.41s\tremaining: 2.94s\n180:\tlearn: 0.4742919\ttotal: 4.43s\tremaining: 2.91s\n181:\tlearn: 0.4742152\ttotal: 4.45s\tremaining: 2.88s\n182:\tlearn: 0.4741570\ttotal: 4.47s\tremaining: 2.86s\n183:\tlearn: 0.4740549\ttotal: 4.49s\tremaining: 2.83s\n184:\tlearn: 0.4740056\ttotal: 4.51s\tremaining: 2.8s\n185:\tlearn: 0.4738666\ttotal: 4.53s\tremaining: 2.78s\n186:\tlearn: 0.4738135\ttotal: 4.55s\tremaining: 2.75s\n187:\tlearn: 0.4737580\ttotal: 4.57s\tremaining: 2.72s\n188:\tlearn: 0.4737169\ttotal: 4.59s\tremaining: 2.7s\n189:\tlearn: 0.4736329\ttotal: 4.62s\tremaining: 2.67s\n190:\tlearn: 0.4735532\ttotal: 4.63s\tremaining: 2.65s\n191:\tlearn: 0.4734627\ttotal: 4.66s\tremaining: 2.62s\n192:\tlearn: 0.4733659\ttotal: 4.68s\tremaining: 2.59s\n193:\tlearn: 0.4733186\ttotal: 4.7s\tremaining: 2.57s\n194:\tlearn: 0.4732471\ttotal: 4.73s\tremaining: 2.54s\n195:\tlearn: 0.4731278\ttotal: 4.75s\tremaining: 2.52s\n196:\tlearn: 0.4730722\ttotal: 4.77s\tremaining: 2.5s\n197:\tlearn: 0.4729942\ttotal: 4.79s\tremaining: 2.47s\n198:\tlearn: 0.4728714\ttotal: 4.82s\tremaining: 2.44s\n199:\tlearn: 0.4727909\ttotal: 4.83s\tremaining: 2.42s\n200:\tlearn: 0.4727065\ttotal: 4.86s\tremaining: 2.39s\n201:\tlearn: 0.4726489\ttotal: 4.88s\tremaining: 2.37s\n202:\tlearn: 0.4725304\ttotal: 4.91s\tremaining: 2.34s\n203:\tlearn: 0.4724723\ttotal: 4.92s\tremaining: 2.32s\n204:\tlearn: 0.4724148\ttotal: 4.95s\tremaining: 2.29s\n205:\tlearn: 0.4723692\ttotal: 4.97s\tremaining: 2.27s\n206:\tlearn: 0.4722585\ttotal: 5s\tremaining: 2.25s\n207:\tlearn: 0.4722169\ttotal: 5.03s\tremaining: 2.22s\n208:\tlearn: 0.4721289\ttotal: 5.05s\tremaining: 2.2s\n209:\tlearn: 0.4720892\ttotal: 5.08s\tremaining: 2.18s\n210:\tlearn: 0.4720483\ttotal: 5.11s\tremaining: 2.15s\n211:\tlearn: 0.4719586\ttotal: 5.14s\tremaining: 2.13s\n212:\tlearn: 0.4719193\ttotal: 5.16s\tremaining: 2.11s\n213:\tlearn: 0.4718721\ttotal: 5.19s\tremaining: 2.08s\n214:\tlearn: 0.4717716\ttotal: 5.21s\tremaining: 2.06s\n215:\tlearn: 0.4717141\ttotal: 5.24s\tremaining: 2.04s\n216:\tlearn: 0.4716231\ttotal: 5.26s\tremaining: 2.01s\n217:\tlearn: 0.4715648\ttotal: 5.28s\tremaining: 1.99s\n218:\tlearn: 0.4714981\ttotal: 5.3s\tremaining: 1.96s\n219:\tlearn: 0.4714385\ttotal: 5.32s\tremaining: 1.93s\n220:\tlearn: 0.4713760\ttotal: 5.34s\tremaining: 1.91s\n221:\tlearn: 0.4712434\ttotal: 5.36s\tremaining: 1.88s\n222:\tlearn: 0.4711635\ttotal: 5.39s\tremaining: 1.86s\n223:\tlearn: 0.4710936\ttotal: 5.41s\tremaining: 1.83s\n224:\tlearn: 0.4710293\ttotal: 5.43s\tremaining: 1.81s\n225:\tlearn: 0.4709351\ttotal: 5.45s\tremaining: 1.78s\n226:\tlearn: 0.4708505\ttotal: 5.47s\tremaining: 1.76s\n227:\tlearn: 0.4707887\ttotal: 5.49s\tremaining: 1.73s\n228:\tlearn: 0.4706938\ttotal: 5.51s\tremaining: 1.71s\n229:\tlearn: 0.4706330\ttotal: 5.53s\tremaining: 1.68s\n230:\tlearn: 0.4706039\ttotal: 5.55s\tremaining: 1.66s\n231:\tlearn: 0.4705588\ttotal: 5.57s\tremaining: 1.63s\n232:\tlearn: 0.4705232\ttotal: 5.59s\tremaining: 1.61s\n233:\tlearn: 0.4704705\ttotal: 5.62s\tremaining: 1.58s\n234:\tlearn: 0.4704064\ttotal: 5.64s\tremaining: 1.56s\n235:\tlearn: 0.4703706\ttotal: 5.67s\tremaining: 1.54s\n236:\tlearn: 0.4703371\ttotal: 5.69s\tremaining: 1.51s\n237:\tlearn: 0.4703050\ttotal: 5.71s\tremaining: 1.49s\n238:\tlearn: 0.4702440\ttotal: 5.73s\tremaining: 1.46s\n239:\tlearn: 0.4702087\ttotal: 5.76s\tremaining: 1.44s\n240:\tlearn: 0.4701562\ttotal: 5.78s\tremaining: 1.41s\n241:\tlearn: 0.4700909\ttotal: 5.8s\tremaining: 1.39s\n242:\tlearn: 0.4700423\ttotal: 5.82s\tremaining: 1.36s\n243:\tlearn: 0.4699477\ttotal: 5.84s\tremaining: 1.34s\n244:\tlearn: 0.4699205\ttotal: 5.87s\tremaining: 1.32s\n245:\tlearn: 0.4698540\ttotal: 5.9s\tremaining: 1.29s\n246:\tlearn: 0.4697813\ttotal: 5.93s\tremaining: 1.27s\n247:\tlearn: 0.4697415\ttotal: 5.96s\tremaining: 1.25s\n248:\tlearn: 0.4697031\ttotal: 5.98s\tremaining: 1.23s\n249:\tlearn: 0.4696484\ttotal: 6.01s\tremaining: 1.2s\n250:\tlearn: 0.4695956\ttotal: 6.03s\tremaining: 1.18s\n251:\tlearn: 0.4695532\ttotal: 6.04s\tremaining: 1.15s\n252:\tlearn: 0.4695130\ttotal: 6.07s\tremaining: 1.13s\n253:\tlearn: 0.4694251\ttotal: 6.08s\tremaining: 1.1s\n254:\tlearn: 0.4693703\ttotal: 6.1s\tremaining: 1.08s\n255:\tlearn: 0.4693030\ttotal: 6.13s\tremaining: 1.05s\n256:\tlearn: 0.4692530\ttotal: 6.15s\tremaining: 1.03s\n257:\tlearn: 0.4692281\ttotal: 6.18s\tremaining: 1.01s\n258:\tlearn: 0.4691755\ttotal: 6.21s\tremaining: 983ms\n259:\tlearn: 0.4691378\ttotal: 6.24s\tremaining: 961ms\n260:\tlearn: 0.4690995\ttotal: 6.27s\tremaining: 937ms\n261:\tlearn: 0.4690567\ttotal: 6.3s\tremaining: 913ms\n262:\tlearn: 0.4689710\ttotal: 6.33s\tremaining: 890ms\n263:\tlearn: 0.4689271\ttotal: 6.34s\tremaining: 865ms\n264:\tlearn: 0.4688943\ttotal: 6.36s\tremaining: 841ms\n265:\tlearn: 0.4688094\ttotal: 6.39s\tremaining: 817ms\n266:\tlearn: 0.4687421\ttotal: 6.41s\tremaining: 793ms\n267:\tlearn: 0.4687051\ttotal: 6.43s\tremaining: 768ms\n268:\tlearn: 0.4686750\ttotal: 6.46s\tremaining: 745ms\n269:\tlearn: 0.4686021\ttotal: 6.49s\tremaining: 721ms\n270:\tlearn: 0.4685292\ttotal: 6.51s\tremaining: 697ms\n271:\tlearn: 0.4684951\ttotal: 6.53s\tremaining: 673ms\n272:\tlearn: 0.4684678\ttotal: 6.55s\tremaining: 648ms\n273:\tlearn: 0.4683974\ttotal: 6.58s\tremaining: 624ms\n274:\tlearn: 0.4683554\ttotal: 6.6s\tremaining: 600ms\n275:\tlearn: 0.4682850\ttotal: 6.62s\tremaining: 576ms\n276:\tlearn: 0.4682455\ttotal: 6.64s\tremaining: 552ms\n277:\tlearn: 0.4682030\ttotal: 6.66s\tremaining: 527ms\n278:\tlearn: 0.4681403\ttotal: 6.68s\tremaining: 503ms\n279:\tlearn: 0.4680853\ttotal: 6.71s\tremaining: 479ms\n280:\tlearn: 0.4680472\ttotal: 6.73s\tremaining: 455ms\n281:\tlearn: 0.4680050\ttotal: 6.75s\tremaining: 431ms\n282:\tlearn: 0.4679546\ttotal: 6.78s\tremaining: 407ms\n283:\tlearn: 0.4679282\ttotal: 6.81s\tremaining: 384ms\n284:\tlearn: 0.4678827\ttotal: 6.83s\tremaining: 360ms\n285:\tlearn: 0.4678279\ttotal: 6.86s\tremaining: 336ms\n286:\tlearn: 0.4677757\ttotal: 6.89s\tremaining: 312ms\n287:\tlearn: 0.4677263\ttotal: 6.91s\tremaining: 288ms\n288:\tlearn: 0.4676869\ttotal: 6.93s\tremaining: 264ms\n289:\tlearn: 0.4676122\ttotal: 6.95s\tremaining: 240ms\n290:\tlearn: 0.4675452\ttotal: 6.98s\tremaining: 216ms\n291:\tlearn: 0.4675047\ttotal: 7s\tremaining: 192ms\n292:\tlearn: 0.4674803\ttotal: 7.03s\tremaining: 168ms\n293:\tlearn: 0.4674465\ttotal: 7.06s\tremaining: 144ms\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "294:\tlearn: 0.4674009\ttotal: 7.08s\tremaining: 120ms\n295:\tlearn: 0.4673731\ttotal: 7.11s\tremaining: 96.1ms\n296:\tlearn: 0.4673499\ttotal: 7.14s\tremaining: 72.1ms\n297:\tlearn: 0.4673325\ttotal: 7.16s\tremaining: 48.1ms\n298:\tlearn: 0.4672906\ttotal: 7.18s\tremaining: 24ms\n299:\tlearn: 0.4672435\ttotal: 7.2s\tremaining: 0us\n0:\tlearn: 0.6382656\ttotal: 22.5ms\tremaining: 6.72s\n1:\tlearn: 0.5991676\ttotal: 41ms\tremaining: 6.11s\n2:\tlearn: 0.5716281\ttotal: 60.5ms\tremaining: 5.99s\n3:\tlearn: 0.5512103\ttotal: 79ms\tremaining: 5.84s\n4:\tlearn: 0.5380470\ttotal: 98.8ms\tremaining: 5.83s\n5:\tlearn: 0.5279451\ttotal: 118ms\tremaining: 5.76s\n6:\tlearn: 0.5200937\ttotal: 137ms\tremaining: 5.74s\n7:\tlearn: 0.5150670\ttotal: 159ms\tremaining: 5.82s\n8:\tlearn: 0.5114693\ttotal: 178ms\tremaining: 5.75s\n9:\tlearn: 0.5083367\ttotal: 200ms\tremaining: 5.8s\n10:\tlearn: 0.5062493\ttotal: 224ms\tremaining: 5.88s\n11:\tlearn: 0.5043986\ttotal: 249ms\tremaining: 5.97s\n12:\tlearn: 0.5026467\ttotal: 272ms\tremaining: 6s\n13:\tlearn: 0.5012112\ttotal: 300ms\tremaining: 6.13s\n14:\tlearn: 0.5003701\ttotal: 328ms\tremaining: 6.24s\n15:\tlearn: 0.4992500\ttotal: 351ms\tremaining: 6.24s\n16:\tlearn: 0.4983000\ttotal: 378ms\tremaining: 6.29s\n17:\tlearn: 0.4974621\ttotal: 410ms\tremaining: 6.43s\n18:\tlearn: 0.4967287\ttotal: 440ms\tremaining: 6.51s\n19:\tlearn: 0.4962760\ttotal: 469ms\tremaining: 6.56s\n20:\tlearn: 0.4959590\ttotal: 496ms\tremaining: 6.59s\n21:\tlearn: 0.4953260\ttotal: 521ms\tremaining: 6.58s\n22:\tlearn: 0.4949010\ttotal: 542ms\tremaining: 6.53s\n23:\tlearn: 0.4942003\ttotal: 561ms\tremaining: 6.45s\n24:\tlearn: 0.4938438\ttotal: 583ms\tremaining: 6.42s\n25:\tlearn: 0.4935228\ttotal: 606ms\tremaining: 6.39s\n26:\tlearn: 0.4933584\ttotal: 632ms\tremaining: 6.39s\n27:\tlearn: 0.4929467\ttotal: 654ms\tremaining: 6.36s\n28:\tlearn: 0.4926690\ttotal: 677ms\tremaining: 6.33s\n29:\tlearn: 0.4921079\ttotal: 701ms\tremaining: 6.3s\n30:\tlearn: 0.4915830\ttotal: 726ms\tremaining: 6.3s\n31:\tlearn: 0.4910742\ttotal: 749ms\tremaining: 6.27s\n32:\tlearn: 0.4907818\ttotal: 772ms\tremaining: 6.24s\n33:\tlearn: 0.4905547\ttotal: 790ms\tremaining: 6.18s\n34:\tlearn: 0.4902925\ttotal: 812ms\tremaining: 6.15s\n35:\tlearn: 0.4900838\ttotal: 833ms\tremaining: 6.11s\n36:\tlearn: 0.4897545\ttotal: 852ms\tremaining: 6.06s\n37:\tlearn: 0.4895406\ttotal: 879ms\tremaining: 6.06s\n38:\tlearn: 0.4893679\ttotal: 906ms\tremaining: 6.06s\n39:\tlearn: 0.4892226\ttotal: 926ms\tremaining: 6.02s\n40:\tlearn: 0.4886442\ttotal: 945ms\tremaining: 5.97s\n41:\tlearn: 0.4885064\ttotal: 969ms\tremaining: 5.96s\n42:\tlearn: 0.4881615\ttotal: 995ms\tremaining: 5.95s\n43:\tlearn: 0.4879576\ttotal: 1.02s\tremaining: 5.94s\n44:\tlearn: 0.4874532\ttotal: 1.05s\tremaining: 5.94s\n45:\tlearn: 0.4872708\ttotal: 1.07s\tremaining: 5.91s\n46:\tlearn: 0.4868922\ttotal: 1.1s\tremaining: 5.9s\n47:\tlearn: 0.4864394\ttotal: 1.12s\tremaining: 5.88s\n48:\tlearn: 0.4862725\ttotal: 1.14s\tremaining: 5.85s\n49:\tlearn: 0.4861555\ttotal: 1.16s\tremaining: 5.82s\n50:\tlearn: 0.4858623\ttotal: 1.18s\tremaining: 5.78s\n51:\tlearn: 0.4856745\ttotal: 1.21s\tremaining: 5.77s\n52:\tlearn: 0.4855062\ttotal: 1.23s\tremaining: 5.75s\n53:\tlearn: 0.4853288\ttotal: 1.26s\tremaining: 5.75s\n54:\tlearn: 0.4850801\ttotal: 1.28s\tremaining: 5.71s\n55:\tlearn: 0.4849086\ttotal: 1.3s\tremaining: 5.68s\n56:\tlearn: 0.4847265\ttotal: 1.32s\tremaining: 5.65s\n57:\tlearn: 0.4842395\ttotal: 1.35s\tremaining: 5.65s\n58:\tlearn: 0.4839438\ttotal: 1.38s\tremaining: 5.66s\n59:\tlearn: 0.4837310\ttotal: 1.41s\tremaining: 5.65s\n60:\tlearn: 0.4836173\ttotal: 1.44s\tremaining: 5.63s\n61:\tlearn: 0.4834156\ttotal: 1.46s\tremaining: 5.6s\n62:\tlearn: 0.4831128\ttotal: 1.48s\tremaining: 5.56s\n63:\tlearn: 0.4829168\ttotal: 1.5s\tremaining: 5.54s\n64:\tlearn: 0.4823704\ttotal: 1.52s\tremaining: 5.51s\n65:\tlearn: 0.4820194\ttotal: 1.55s\tremaining: 5.5s\n66:\tlearn: 0.4819218\ttotal: 1.57s\tremaining: 5.46s\n67:\tlearn: 0.4818004\ttotal: 1.59s\tremaining: 5.42s\n68:\tlearn: 0.4815402\ttotal: 1.61s\tremaining: 5.4s\n69:\tlearn: 0.4814488\ttotal: 1.63s\tremaining: 5.37s\n70:\tlearn: 0.4812289\ttotal: 1.65s\tremaining: 5.33s\n71:\tlearn: 0.4811732\ttotal: 1.68s\tremaining: 5.3s\n72:\tlearn: 0.4808278\ttotal: 1.7s\tremaining: 5.27s\n73:\tlearn: 0.4807163\ttotal: 1.72s\tremaining: 5.24s\n74:\tlearn: 0.4804930\ttotal: 1.74s\tremaining: 5.23s\n75:\tlearn: 0.4803211\ttotal: 1.77s\tremaining: 5.21s\n76:\tlearn: 0.4801859\ttotal: 1.79s\tremaining: 5.18s\n77:\tlearn: 0.4798362\ttotal: 1.82s\tremaining: 5.17s\n78:\tlearn: 0.4797449\ttotal: 1.84s\tremaining: 5.16s\n79:\tlearn: 0.4796306\ttotal: 1.87s\tremaining: 5.13s\n80:\tlearn: 0.4795309\ttotal: 1.89s\tremaining: 5.1s\n81:\tlearn: 0.4794076\ttotal: 1.91s\tremaining: 5.09s\n82:\tlearn: 0.4792225\ttotal: 1.93s\tremaining: 5.06s\n83:\tlearn: 0.4789821\ttotal: 1.96s\tremaining: 5.04s\n84:\tlearn: 0.4788514\ttotal: 1.98s\tremaining: 5s\n85:\tlearn: 0.4785327\ttotal: 2s\tremaining: 4.99s\n86:\tlearn: 0.4784362\ttotal: 2.02s\tremaining: 4.96s\n87:\tlearn: 0.4782643\ttotal: 2.05s\tremaining: 4.94s\n88:\tlearn: 0.4781073\ttotal: 2.07s\tremaining: 4.92s\n89:\tlearn: 0.4780189\ttotal: 2.1s\tremaining: 4.89s\n90:\tlearn: 0.4778896\ttotal: 2.12s\tremaining: 4.87s\n91:\tlearn: 0.4776747\ttotal: 2.15s\tremaining: 4.85s\n92:\tlearn: 0.4775555\ttotal: 2.17s\tremaining: 4.82s\n93:\tlearn: 0.4774392\ttotal: 2.19s\tremaining: 4.8s\n94:\tlearn: 0.4771939\ttotal: 2.22s\tremaining: 4.78s\n95:\tlearn: 0.4769529\ttotal: 2.24s\tremaining: 4.76s\n96:\tlearn: 0.4768200\ttotal: 2.27s\tremaining: 4.74s\n97:\tlearn: 0.4765540\ttotal: 2.29s\tremaining: 4.72s\n98:\tlearn: 0.4762371\ttotal: 2.31s\tremaining: 4.7s\n99:\tlearn: 0.4761441\ttotal: 2.34s\tremaining: 4.67s\n100:\tlearn: 0.4759451\ttotal: 2.36s\tremaining: 4.66s\n101:\tlearn: 0.4758659\ttotal: 2.39s\tremaining: 4.63s\n102:\tlearn: 0.4756978\ttotal: 2.41s\tremaining: 4.62s\n103:\tlearn: 0.4756052\ttotal: 2.44s\tremaining: 4.6s\n104:\tlearn: 0.4753983\ttotal: 2.46s\tremaining: 4.57s\n105:\tlearn: 0.4752925\ttotal: 2.49s\tremaining: 4.55s\n106:\tlearn: 0.4752350\ttotal: 2.51s\tremaining: 4.53s\n107:\tlearn: 0.4751170\ttotal: 2.54s\tremaining: 4.51s\n108:\tlearn: 0.4749999\ttotal: 2.56s\tremaining: 4.49s\n109:\tlearn: 0.4747853\ttotal: 2.58s\tremaining: 4.46s\n110:\tlearn: 0.4746097\ttotal: 2.61s\tremaining: 4.45s\n111:\tlearn: 0.4744780\ttotal: 2.64s\tremaining: 4.43s\n112:\tlearn: 0.4743942\ttotal: 2.66s\tremaining: 4.4s\n113:\tlearn: 0.4742542\ttotal: 2.68s\tremaining: 4.38s\n114:\tlearn: 0.4741081\ttotal: 2.71s\tremaining: 4.36s\n115:\tlearn: 0.4739509\ttotal: 2.73s\tremaining: 4.33s\n116:\tlearn: 0.4738586\ttotal: 2.75s\tremaining: 4.31s\n117:\tlearn: 0.4736944\ttotal: 2.78s\tremaining: 4.29s\n118:\tlearn: 0.4735993\ttotal: 2.8s\tremaining: 4.27s\n119:\tlearn: 0.4734619\ttotal: 2.83s\tremaining: 4.24s\n120:\tlearn: 0.4733757\ttotal: 2.86s\tremaining: 4.23s\n121:\tlearn: 0.4733225\ttotal: 2.88s\tremaining: 4.21s\n122:\tlearn: 0.4732567\ttotal: 2.9s\tremaining: 4.18s\n123:\tlearn: 0.4731785\ttotal: 2.93s\tremaining: 4.16s\n124:\tlearn: 0.4730346\ttotal: 2.95s\tremaining: 4.13s\n125:\tlearn: 0.4729263\ttotal: 2.97s\tremaining: 4.1s\n126:\tlearn: 0.4728331\ttotal: 2.99s\tremaining: 4.08s\n127:\tlearn: 0.4727705\ttotal: 3.02s\tremaining: 4.06s\n128:\tlearn: 0.4725406\ttotal: 3.04s\tremaining: 4.03s\n129:\tlearn: 0.4724744\ttotal: 3.07s\tremaining: 4.01s\n130:\tlearn: 0.4723396\ttotal: 3.09s\tremaining: 3.98s\n131:\tlearn: 0.4721775\ttotal: 3.11s\tremaining: 3.96s\n132:\tlearn: 0.4720596\ttotal: 3.13s\tremaining: 3.94s\n133:\tlearn: 0.4719536\ttotal: 3.16s\tremaining: 3.91s\n134:\tlearn: 0.4717913\ttotal: 3.18s\tremaining: 3.89s\n135:\tlearn: 0.4716578\ttotal: 3.21s\tremaining: 3.87s\n136:\tlearn: 0.4715138\ttotal: 3.23s\tremaining: 3.84s\n137:\tlearn: 0.4713420\ttotal: 3.25s\tremaining: 3.81s\n138:\tlearn: 0.4712605\ttotal: 3.27s\tremaining: 3.79s\n139:\tlearn: 0.4712130\ttotal: 3.29s\tremaining: 3.77s\n140:\tlearn: 0.4711158\ttotal: 3.32s\tremaining: 3.74s\n141:\tlearn: 0.4710215\ttotal: 3.34s\tremaining: 3.72s\n142:\tlearn: 0.4709059\ttotal: 3.37s\tremaining: 3.7s\n143:\tlearn: 0.4708305\ttotal: 3.39s\tremaining: 3.67s\n144:\tlearn: 0.4707521\ttotal: 3.41s\tremaining: 3.65s\n145:\tlearn: 0.4706116\ttotal: 3.44s\tremaining: 3.63s\n146:\tlearn: 0.4705023\ttotal: 3.46s\tremaining: 3.6s\n147:\tlearn: 0.4704100\ttotal: 3.48s\tremaining: 3.58s\n148:\tlearn: 0.4703370\ttotal: 3.5s\tremaining: 3.55s\n149:\tlearn: 0.4702839\ttotal: 3.53s\tremaining: 3.53s\n150:\tlearn: 0.4702382\ttotal: 3.55s\tremaining: 3.5s\n151:\tlearn: 0.4701205\ttotal: 3.57s\tremaining: 3.48s\n152:\tlearn: 0.4700468\ttotal: 3.59s\tremaining: 3.45s\n153:\tlearn: 0.4699439\ttotal: 3.61s\tremaining: 3.43s\n154:\tlearn: 0.4698393\ttotal: 3.64s\tremaining: 3.4s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "155:\tlearn: 0.4697631\ttotal: 3.66s\tremaining: 3.38s\n156:\tlearn: 0.4696387\ttotal: 3.68s\tremaining: 3.35s\n157:\tlearn: 0.4695299\ttotal: 3.71s\tremaining: 3.33s\n158:\tlearn: 0.4694909\ttotal: 3.73s\tremaining: 3.31s\n159:\tlearn: 0.4693948\ttotal: 3.75s\tremaining: 3.29s\n160:\tlearn: 0.4693281\ttotal: 3.77s\tremaining: 3.26s\n161:\tlearn: 0.4692322\ttotal: 3.8s\tremaining: 3.23s\n162:\tlearn: 0.4691792\ttotal: 3.83s\tremaining: 3.21s\n163:\tlearn: 0.4690715\ttotal: 3.85s\tremaining: 3.19s\n164:\tlearn: 0.4689954\ttotal: 3.87s\tremaining: 3.17s\n165:\tlearn: 0.4689217\ttotal: 3.9s\tremaining: 3.15s\n166:\tlearn: 0.4688185\ttotal: 3.93s\tremaining: 3.13s\n167:\tlearn: 0.4687635\ttotal: 3.96s\tremaining: 3.11s\n168:\tlearn: 0.4687321\ttotal: 3.98s\tremaining: 3.09s\n169:\tlearn: 0.4686799\ttotal: 4.01s\tremaining: 3.06s\n170:\tlearn: 0.4685186\ttotal: 4.04s\tremaining: 3.04s\n171:\tlearn: 0.4684622\ttotal: 4.07s\tremaining: 3.03s\n172:\tlearn: 0.4683921\ttotal: 4.1s\tremaining: 3.01s\n173:\tlearn: 0.4683226\ttotal: 4.12s\tremaining: 2.98s\n174:\tlearn: 0.4682413\ttotal: 4.15s\tremaining: 2.96s\n175:\tlearn: 0.4681747\ttotal: 4.17s\tremaining: 2.94s\n176:\tlearn: 0.4680467\ttotal: 4.2s\tremaining: 2.92s\n177:\tlearn: 0.4679932\ttotal: 4.22s\tremaining: 2.89s\n178:\tlearn: 0.4679403\ttotal: 4.24s\tremaining: 2.87s\n179:\tlearn: 0.4678709\ttotal: 4.26s\tremaining: 2.84s\n180:\tlearn: 0.4677310\ttotal: 4.29s\tremaining: 2.82s\n181:\tlearn: 0.4676826\ttotal: 4.32s\tremaining: 2.8s\n182:\tlearn: 0.4676363\ttotal: 4.35s\tremaining: 2.78s\n183:\tlearn: 0.4674840\ttotal: 4.37s\tremaining: 2.76s\n184:\tlearn: 0.4674060\ttotal: 4.39s\tremaining: 2.73s\n185:\tlearn: 0.4673143\ttotal: 4.42s\tremaining: 2.71s\n186:\tlearn: 0.4672202\ttotal: 4.44s\tremaining: 2.68s\n187:\tlearn: 0.4671602\ttotal: 4.46s\tremaining: 2.66s\n188:\tlearn: 0.4670822\ttotal: 4.49s\tremaining: 2.64s\n189:\tlearn: 0.4670132\ttotal: 4.51s\tremaining: 2.61s\n190:\tlearn: 0.4669455\ttotal: 4.54s\tremaining: 2.59s\n191:\tlearn: 0.4668931\ttotal: 4.56s\tremaining: 2.57s\n192:\tlearn: 0.4668446\ttotal: 4.59s\tremaining: 2.54s\n193:\tlearn: 0.4667886\ttotal: 4.61s\tremaining: 2.52s\n194:\tlearn: 0.4667013\ttotal: 4.63s\tremaining: 2.49s\n195:\tlearn: 0.4665794\ttotal: 4.66s\tremaining: 2.47s\n196:\tlearn: 0.4665260\ttotal: 4.68s\tremaining: 2.45s\n197:\tlearn: 0.4664580\ttotal: 4.7s\tremaining: 2.42s\n198:\tlearn: 0.4663829\ttotal: 4.72s\tremaining: 2.4s\n199:\tlearn: 0.4663284\ttotal: 4.75s\tremaining: 2.37s\n200:\tlearn: 0.4662319\ttotal: 4.78s\tremaining: 2.35s\n201:\tlearn: 0.4661958\ttotal: 4.81s\tremaining: 2.33s\n202:\tlearn: 0.4661064\ttotal: 4.83s\tremaining: 2.31s\n203:\tlearn: 0.4660674\ttotal: 4.86s\tremaining: 2.29s\n204:\tlearn: 0.4660107\ttotal: 4.88s\tremaining: 2.26s\n205:\tlearn: 0.4659381\ttotal: 4.91s\tremaining: 2.24s\n206:\tlearn: 0.4659000\ttotal: 4.93s\tremaining: 2.21s\n207:\tlearn: 0.4658657\ttotal: 4.96s\tremaining: 2.19s\n208:\tlearn: 0.4657952\ttotal: 4.98s\tremaining: 2.17s\n209:\tlearn: 0.4657584\ttotal: 5.01s\tremaining: 2.15s\n210:\tlearn: 0.4656603\ttotal: 5.03s\tremaining: 2.12s\n211:\tlearn: 0.4655958\ttotal: 5.05s\tremaining: 2.1s\n212:\tlearn: 0.4655183\ttotal: 5.07s\tremaining: 2.07s\n213:\tlearn: 0.4654732\ttotal: 5.1s\tremaining: 2.05s\n214:\tlearn: 0.4654287\ttotal: 5.12s\tremaining: 2.02s\n215:\tlearn: 0.4653957\ttotal: 5.14s\tremaining: 2s\n216:\tlearn: 0.4653356\ttotal: 5.16s\tremaining: 1.97s\n217:\tlearn: 0.4653096\ttotal: 5.18s\tremaining: 1.95s\n218:\tlearn: 0.4652020\ttotal: 5.2s\tremaining: 1.92s\n219:\tlearn: 0.4651779\ttotal: 5.23s\tremaining: 1.9s\n220:\tlearn: 0.4650968\ttotal: 5.24s\tremaining: 1.87s\n221:\tlearn: 0.4650213\ttotal: 5.26s\tremaining: 1.85s\n222:\tlearn: 0.4649232\ttotal: 5.29s\tremaining: 1.83s\n223:\tlearn: 0.4648485\ttotal: 5.31s\tremaining: 1.8s\n224:\tlearn: 0.4647863\ttotal: 5.34s\tremaining: 1.78s\n225:\tlearn: 0.4647271\ttotal: 5.36s\tremaining: 1.75s\n226:\tlearn: 0.4646767\ttotal: 5.39s\tremaining: 1.73s\n227:\tlearn: 0.4646426\ttotal: 5.41s\tremaining: 1.71s\n228:\tlearn: 0.4646179\ttotal: 5.44s\tremaining: 1.69s\n229:\tlearn: 0.4645737\ttotal: 5.47s\tremaining: 1.66s\n230:\tlearn: 0.4645024\ttotal: 5.49s\tremaining: 1.64s\n231:\tlearn: 0.4644513\ttotal: 5.51s\tremaining: 1.62s\n232:\tlearn: 0.4644089\ttotal: 5.54s\tremaining: 1.59s\n233:\tlearn: 0.4643294\ttotal: 5.57s\tremaining: 1.57s\n234:\tlearn: 0.4642575\ttotal: 5.59s\tremaining: 1.55s\n235:\tlearn: 0.4642122\ttotal: 5.62s\tremaining: 1.52s\n236:\tlearn: 0.4641447\ttotal: 5.64s\tremaining: 1.5s\n237:\tlearn: 0.4640831\ttotal: 5.66s\tremaining: 1.48s\n238:\tlearn: 0.4639883\ttotal: 5.68s\tremaining: 1.45s\n239:\tlearn: 0.4639107\ttotal: 5.71s\tremaining: 1.43s\n240:\tlearn: 0.4638502\ttotal: 5.73s\tremaining: 1.4s\n241:\tlearn: 0.4637860\ttotal: 5.75s\tremaining: 1.38s\n242:\tlearn: 0.4636978\ttotal: 5.78s\tremaining: 1.35s\n243:\tlearn: 0.4636383\ttotal: 5.8s\tremaining: 1.33s\n244:\tlearn: 0.4636011\ttotal: 5.82s\tremaining: 1.31s\n245:\tlearn: 0.4635226\ttotal: 5.84s\tremaining: 1.28s\n246:\tlearn: 0.4634777\ttotal: 5.86s\tremaining: 1.26s\n247:\tlearn: 0.4634240\ttotal: 5.88s\tremaining: 1.23s\n248:\tlearn: 0.4633707\ttotal: 5.9s\tremaining: 1.21s\n249:\tlearn: 0.4633349\ttotal: 5.93s\tremaining: 1.19s\n250:\tlearn: 0.4632935\ttotal: 5.95s\tremaining: 1.16s\n251:\tlearn: 0.4632641\ttotal: 5.98s\tremaining: 1.14s\n252:\tlearn: 0.4631807\ttotal: 6.01s\tremaining: 1.11s\n253:\tlearn: 0.4631318\ttotal: 6.03s\tremaining: 1.09s\n254:\tlearn: 0.4630885\ttotal: 6.05s\tremaining: 1.07s\n255:\tlearn: 0.4630134\ttotal: 6.08s\tremaining: 1.04s\n256:\tlearn: 0.4629686\ttotal: 6.1s\tremaining: 1.02s\n257:\tlearn: 0.4629299\ttotal: 6.12s\tremaining: 997ms\n258:\tlearn: 0.4628823\ttotal: 6.15s\tremaining: 974ms\n259:\tlearn: 0.4628184\ttotal: 6.18s\tremaining: 951ms\n260:\tlearn: 0.4627698\ttotal: 6.2s\tremaining: 926ms\n261:\tlearn: 0.4627138\ttotal: 6.22s\tremaining: 902ms\n262:\tlearn: 0.4626671\ttotal: 6.24s\tremaining: 878ms\n263:\tlearn: 0.4626272\ttotal: 6.26s\tremaining: 854ms\n264:\tlearn: 0.4625640\ttotal: 6.29s\tremaining: 830ms\n265:\tlearn: 0.4625238\ttotal: 6.3s\tremaining: 806ms\n266:\tlearn: 0.4624428\ttotal: 6.33s\tremaining: 782ms\n267:\tlearn: 0.4623983\ttotal: 6.35s\tremaining: 758ms\n268:\tlearn: 0.4623687\ttotal: 6.37s\tremaining: 735ms\n269:\tlearn: 0.4622936\ttotal: 6.4s\tremaining: 711ms\n270:\tlearn: 0.4622694\ttotal: 6.43s\tremaining: 688ms\n271:\tlearn: 0.4622069\ttotal: 6.45s\tremaining: 664ms\n272:\tlearn: 0.4621496\ttotal: 6.48s\tremaining: 641ms\n273:\tlearn: 0.4620656\ttotal: 6.5s\tremaining: 617ms\n274:\tlearn: 0.4620223\ttotal: 6.53s\tremaining: 594ms\n275:\tlearn: 0.4619728\ttotal: 6.55s\tremaining: 570ms\n276:\tlearn: 0.4619128\ttotal: 6.58s\tremaining: 546ms\n277:\tlearn: 0.4618286\ttotal: 6.6s\tremaining: 522ms\n278:\tlearn: 0.4617914\ttotal: 6.62s\tremaining: 498ms\n279:\tlearn: 0.4617164\ttotal: 6.64s\tremaining: 475ms\n280:\tlearn: 0.4616671\ttotal: 6.67s\tremaining: 451ms\n281:\tlearn: 0.4616432\ttotal: 6.69s\tremaining: 427ms\n282:\tlearn: 0.4615888\ttotal: 6.72s\tremaining: 403ms\n283:\tlearn: 0.4615262\ttotal: 6.74s\tremaining: 380ms\n284:\tlearn: 0.4615003\ttotal: 6.76s\tremaining: 356ms\n285:\tlearn: 0.4614316\ttotal: 6.78s\tremaining: 332ms\n286:\tlearn: 0.4613672\ttotal: 6.8s\tremaining: 308ms\n287:\tlearn: 0.4613143\ttotal: 6.83s\tremaining: 284ms\n288:\tlearn: 0.4612676\ttotal: 6.84s\tremaining: 261ms\n289:\tlearn: 0.4612102\ttotal: 6.86s\tremaining: 237ms\n290:\tlearn: 0.4611509\ttotal: 6.89s\tremaining: 213ms\n291:\tlearn: 0.4611073\ttotal: 6.92s\tremaining: 190ms\n292:\tlearn: 0.4610496\ttotal: 6.94s\tremaining: 166ms\n293:\tlearn: 0.4609951\ttotal: 6.96s\tremaining: 142ms\n294:\tlearn: 0.4609648\ttotal: 6.98s\tremaining: 118ms\n295:\tlearn: 0.4609090\ttotal: 7.01s\tremaining: 94.7ms\n296:\tlearn: 0.4608740\ttotal: 7.03s\tremaining: 71.1ms\n297:\tlearn: 0.4608153\ttotal: 7.07s\tremaining: 47.4ms\n298:\tlearn: 0.4607608\ttotal: 7.09s\tremaining: 23.7ms\n299:\tlearn: 0.4607233\ttotal: 7.12s\tremaining: 0us\n0:\tlearn: 0.6382578\ttotal: 21.8ms\tremaining: 6.51s\n1:\tlearn: 0.5991438\ttotal: 42.3ms\tremaining: 6.31s\n2:\tlearn: 0.5717001\ttotal: 63.3ms\tremaining: 6.26s\n3:\tlearn: 0.5519666\ttotal: 82.8ms\tremaining: 6.12s\n4:\tlearn: 0.5381208\ttotal: 105ms\tremaining: 6.17s\n5:\tlearn: 0.5279921\ttotal: 129ms\tremaining: 6.31s\n6:\tlearn: 0.5210068\ttotal: 153ms\tremaining: 6.41s\n7:\tlearn: 0.5151542\ttotal: 178ms\tremaining: 6.5s\n8:\tlearn: 0.5115030\ttotal: 205ms\tremaining: 6.63s\n9:\tlearn: 0.5081831\ttotal: 232ms\tremaining: 6.72s\n10:\tlearn: 0.5058957\ttotal: 260ms\tremaining: 6.83s\n11:\tlearn: 0.5037843\ttotal: 288ms\tremaining: 6.91s\n12:\tlearn: 0.5023863\ttotal: 319ms\tremaining: 7.04s\n13:\tlearn: 0.5012036\ttotal: 343ms\tremaining: 7s\n14:\tlearn: 0.4999828\ttotal: 363ms\tremaining: 6.89s\n15:\tlearn: 0.4991497\ttotal: 386ms\tremaining: 6.85s\n16:\tlearn: 0.4984742\ttotal: 406ms\tremaining: 6.76s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "17:\tlearn: 0.4976675\ttotal: 425ms\tremaining: 6.66s\n18:\tlearn: 0.4972333\ttotal: 443ms\tremaining: 6.55s\n19:\tlearn: 0.4967005\ttotal: 462ms\tremaining: 6.47s\n20:\tlearn: 0.4959514\ttotal: 486ms\tremaining: 6.45s\n21:\tlearn: 0.4953342\ttotal: 508ms\tremaining: 6.42s\n22:\tlearn: 0.4949932\ttotal: 534ms\tremaining: 6.42s\n23:\tlearn: 0.4943391\ttotal: 563ms\tremaining: 6.48s\n24:\tlearn: 0.4938821\ttotal: 596ms\tremaining: 6.56s\n25:\tlearn: 0.4936509\ttotal: 625ms\tremaining: 6.59s\n26:\tlearn: 0.4931480\ttotal: 654ms\tremaining: 6.61s\n27:\tlearn: 0.4929474\ttotal: 681ms\tremaining: 6.62s\n28:\tlearn: 0.4926477\ttotal: 706ms\tremaining: 6.6s\n29:\tlearn: 0.4923881\ttotal: 730ms\tremaining: 6.57s\n30:\tlearn: 0.4920319\ttotal: 753ms\tremaining: 6.53s\n31:\tlearn: 0.4917926\ttotal: 772ms\tremaining: 6.47s\n32:\tlearn: 0.4912984\ttotal: 793ms\tremaining: 6.41s\n33:\tlearn: 0.4907670\ttotal: 817ms\tremaining: 6.39s\n34:\tlearn: 0.4905794\ttotal: 839ms\tremaining: 6.35s\n35:\tlearn: 0.4902041\ttotal: 863ms\tremaining: 6.33s\n36:\tlearn: 0.4895872\ttotal: 888ms\tremaining: 6.31s\n37:\tlearn: 0.4893946\ttotal: 908ms\tremaining: 6.26s\n38:\tlearn: 0.4891698\ttotal: 928ms\tremaining: 6.21s\n39:\tlearn: 0.4887882\ttotal: 951ms\tremaining: 6.18s\n40:\tlearn: 0.4883858\ttotal: 978ms\tremaining: 6.18s\n41:\tlearn: 0.4881601\ttotal: 997ms\tremaining: 6.13s\n42:\tlearn: 0.4876993\ttotal: 1.02s\tremaining: 6.09s\n43:\tlearn: 0.4874380\ttotal: 1.04s\tremaining: 6.06s\n44:\tlearn: 0.4871344\ttotal: 1.06s\tremaining: 6.04s\n45:\tlearn: 0.4869336\ttotal: 1.08s\tremaining: 5.99s\n46:\tlearn: 0.4868031\ttotal: 1.11s\tremaining: 5.96s\n47:\tlearn: 0.4864019\ttotal: 1.13s\tremaining: 5.93s\n48:\tlearn: 0.4862697\ttotal: 1.15s\tremaining: 5.89s\n49:\tlearn: 0.4860986\ttotal: 1.17s\tremaining: 5.86s\n50:\tlearn: 0.4857158\ttotal: 1.19s\tremaining: 5.83s\n51:\tlearn: 0.4855459\ttotal: 1.22s\tremaining: 5.8s\n52:\tlearn: 0.4851597\ttotal: 1.24s\tremaining: 5.77s\n53:\tlearn: 0.4848963\ttotal: 1.26s\tremaining: 5.75s\n54:\tlearn: 0.4847076\ttotal: 1.28s\tremaining: 5.72s\n55:\tlearn: 0.4843276\ttotal: 1.3s\tremaining: 5.68s\n56:\tlearn: 0.4842756\ttotal: 1.32s\tremaining: 5.65s\n57:\tlearn: 0.4840858\ttotal: 1.34s\tremaining: 5.62s\n58:\tlearn: 0.4839318\ttotal: 1.37s\tremaining: 5.59s\n59:\tlearn: 0.4836197\ttotal: 1.4s\tremaining: 5.58s\n60:\tlearn: 0.4834800\ttotal: 1.42s\tremaining: 5.57s\n61:\tlearn: 0.4833616\ttotal: 1.44s\tremaining: 5.54s\n62:\tlearn: 0.4830862\ttotal: 1.46s\tremaining: 5.51s\n63:\tlearn: 0.4829519\ttotal: 1.49s\tremaining: 5.49s\n64:\tlearn: 0.4828713\ttotal: 1.51s\tremaining: 5.46s\n65:\tlearn: 0.4827994\ttotal: 1.53s\tremaining: 5.44s\n66:\tlearn: 0.4824864\ttotal: 1.56s\tremaining: 5.43s\n67:\tlearn: 0.4820850\ttotal: 1.59s\tremaining: 5.43s\n68:\tlearn: 0.4818123\ttotal: 1.61s\tremaining: 5.41s\n69:\tlearn: 0.4816426\ttotal: 1.64s\tremaining: 5.39s\n70:\tlearn: 0.4815286\ttotal: 1.66s\tremaining: 5.36s\n71:\tlearn: 0.4812924\ttotal: 1.68s\tremaining: 5.33s\n72:\tlearn: 0.4810356\ttotal: 1.71s\tremaining: 5.31s\n73:\tlearn: 0.4809393\ttotal: 1.73s\tremaining: 5.29s\n74:\tlearn: 0.4808636\ttotal: 1.75s\tremaining: 5.27s\n75:\tlearn: 0.4806456\ttotal: 1.78s\tremaining: 5.24s\n76:\tlearn: 0.4805137\ttotal: 1.8s\tremaining: 5.21s\n77:\tlearn: 0.4803587\ttotal: 1.82s\tremaining: 5.17s\n78:\tlearn: 0.4802565\ttotal: 1.84s\tremaining: 5.15s\n79:\tlearn: 0.4799466\ttotal: 1.86s\tremaining: 5.12s\n80:\tlearn: 0.4798045\ttotal: 1.88s\tremaining: 5.09s\n81:\tlearn: 0.4795940\ttotal: 1.9s\tremaining: 5.06s\n82:\tlearn: 0.4794056\ttotal: 1.93s\tremaining: 5.04s\n83:\tlearn: 0.4792916\ttotal: 1.95s\tremaining: 5.02s\n84:\tlearn: 0.4790712\ttotal: 1.97s\tremaining: 4.99s\n85:\tlearn: 0.4789987\ttotal: 1.99s\tremaining: 4.96s\n86:\tlearn: 0.4789003\ttotal: 2.02s\tremaining: 4.93s\n87:\tlearn: 0.4786552\ttotal: 2.04s\tremaining: 4.92s\n88:\tlearn: 0.4785549\ttotal: 2.07s\tremaining: 4.9s\n89:\tlearn: 0.4783816\ttotal: 2.09s\tremaining: 4.89s\n90:\tlearn: 0.4782346\ttotal: 2.12s\tremaining: 4.86s\n91:\tlearn: 0.4780738\ttotal: 2.14s\tremaining: 4.84s\n92:\tlearn: 0.4778030\ttotal: 2.17s\tremaining: 4.82s\n93:\tlearn: 0.4776016\ttotal: 2.19s\tremaining: 4.8s\n94:\tlearn: 0.4774345\ttotal: 2.22s\tremaining: 4.78s\n95:\tlearn: 0.4772750\ttotal: 2.24s\tremaining: 4.76s\n96:\tlearn: 0.4771675\ttotal: 2.26s\tremaining: 4.74s\n97:\tlearn: 0.4770692\ttotal: 2.29s\tremaining: 4.72s\n98:\tlearn: 0.4768965\ttotal: 2.31s\tremaining: 4.7s\n99:\tlearn: 0.4768143\ttotal: 2.33s\tremaining: 4.67s\n100:\tlearn: 0.4766802\ttotal: 2.36s\tremaining: 4.65s\n101:\tlearn: 0.4763140\ttotal: 2.38s\tremaining: 4.62s\n102:\tlearn: 0.4761937\ttotal: 2.41s\tremaining: 4.6s\n103:\tlearn: 0.4761161\ttotal: 2.43s\tremaining: 4.57s\n104:\tlearn: 0.4759993\ttotal: 2.45s\tremaining: 4.55s\n105:\tlearn: 0.4759024\ttotal: 2.48s\tremaining: 4.54s\n106:\tlearn: 0.4756563\ttotal: 2.51s\tremaining: 4.53s\n107:\tlearn: 0.4755640\ttotal: 2.54s\tremaining: 4.51s\n108:\tlearn: 0.4754859\ttotal: 2.56s\tremaining: 4.49s\n109:\tlearn: 0.4753756\ttotal: 2.58s\tremaining: 4.46s\n110:\tlearn: 0.4752900\ttotal: 2.61s\tremaining: 4.45s\n111:\tlearn: 0.4750135\ttotal: 2.63s\tremaining: 4.42s\n112:\tlearn: 0.4748329\ttotal: 2.66s\tremaining: 4.39s\n113:\tlearn: 0.4746844\ttotal: 2.68s\tremaining: 4.37s\n114:\tlearn: 0.4745588\ttotal: 2.7s\tremaining: 4.34s\n115:\tlearn: 0.4744873\ttotal: 2.72s\tremaining: 4.31s\n116:\tlearn: 0.4744348\ttotal: 2.74s\tremaining: 4.29s\n117:\tlearn: 0.4743514\ttotal: 2.77s\tremaining: 4.28s\n118:\tlearn: 0.4741417\ttotal: 2.8s\tremaining: 4.25s\n119:\tlearn: 0.4740553\ttotal: 2.82s\tremaining: 4.23s\n120:\tlearn: 0.4739008\ttotal: 2.84s\tremaining: 4.2s\n121:\tlearn: 0.4737034\ttotal: 2.86s\tremaining: 4.17s\n122:\tlearn: 0.4735301\ttotal: 2.88s\tremaining: 4.15s\n123:\tlearn: 0.4734344\ttotal: 2.9s\tremaining: 4.12s\n124:\tlearn: 0.4733664\ttotal: 2.92s\tremaining: 4.09s\n125:\tlearn: 0.4731687\ttotal: 2.95s\tremaining: 4.07s\n126:\tlearn: 0.4730241\ttotal: 2.97s\tremaining: 4.05s\n127:\tlearn: 0.4729417\ttotal: 2.99s\tremaining: 4.02s\n128:\tlearn: 0.4728759\ttotal: 3.01s\tremaining: 3.99s\n129:\tlearn: 0.4727515\ttotal: 3.03s\tremaining: 3.96s\n130:\tlearn: 0.4726887\ttotal: 3.05s\tremaining: 3.94s\n131:\tlearn: 0.4725854\ttotal: 3.08s\tremaining: 3.92s\n132:\tlearn: 0.4725262\ttotal: 3.1s\tremaining: 3.9s\n133:\tlearn: 0.4724732\ttotal: 3.13s\tremaining: 3.88s\n134:\tlearn: 0.4722827\ttotal: 3.16s\tremaining: 3.86s\n135:\tlearn: 0.4722264\ttotal: 3.19s\tremaining: 3.84s\n136:\tlearn: 0.4721540\ttotal: 3.21s\tremaining: 3.82s\n137:\tlearn: 0.4719574\ttotal: 3.23s\tremaining: 3.8s\n138:\tlearn: 0.4719182\ttotal: 3.26s\tremaining: 3.77s\n139:\tlearn: 0.4717912\ttotal: 3.28s\tremaining: 3.75s\n140:\tlearn: 0.4716738\ttotal: 3.3s\tremaining: 3.73s\n141:\tlearn: 0.4715540\ttotal: 3.32s\tremaining: 3.7s\n142:\tlearn: 0.4714846\ttotal: 3.35s\tremaining: 3.68s\n143:\tlearn: 0.4713522\ttotal: 3.38s\tremaining: 3.66s\n144:\tlearn: 0.4712404\ttotal: 3.4s\tremaining: 3.63s\n145:\tlearn: 0.4711293\ttotal: 3.42s\tremaining: 3.61s\n146:\tlearn: 0.4710196\ttotal: 3.45s\tremaining: 3.59s\n147:\tlearn: 0.4709566\ttotal: 3.47s\tremaining: 3.56s\n148:\tlearn: 0.4709117\ttotal: 3.49s\tremaining: 3.54s\n149:\tlearn: 0.4708439\ttotal: 3.51s\tremaining: 3.51s\n150:\tlearn: 0.4707889\ttotal: 3.54s\tremaining: 3.49s\n151:\tlearn: 0.4706565\ttotal: 3.57s\tremaining: 3.47s\n152:\tlearn: 0.4705756\ttotal: 3.59s\tremaining: 3.45s\n153:\tlearn: 0.4704944\ttotal: 3.62s\tremaining: 3.43s\n154:\tlearn: 0.4704084\ttotal: 3.64s\tremaining: 3.41s\n155:\tlearn: 0.4703611\ttotal: 3.66s\tremaining: 3.38s\n156:\tlearn: 0.4702815\ttotal: 3.68s\tremaining: 3.36s\n157:\tlearn: 0.4701743\ttotal: 3.71s\tremaining: 3.33s\n158:\tlearn: 0.4700642\ttotal: 3.75s\tremaining: 3.32s\n159:\tlearn: 0.4699575\ttotal: 3.77s\tremaining: 3.29s\n160:\tlearn: 0.4698093\ttotal: 3.79s\tremaining: 3.27s\n161:\tlearn: 0.4696799\ttotal: 3.82s\tremaining: 3.25s\n162:\tlearn: 0.4696009\ttotal: 3.85s\tremaining: 3.23s\n163:\tlearn: 0.4695002\ttotal: 3.87s\tremaining: 3.21s\n164:\tlearn: 0.4694294\ttotal: 3.89s\tremaining: 3.18s\n165:\tlearn: 0.4693144\ttotal: 3.92s\tremaining: 3.16s\n166:\tlearn: 0.4692496\ttotal: 3.94s\tremaining: 3.14s\n167:\tlearn: 0.4691730\ttotal: 3.96s\tremaining: 3.11s\n168:\tlearn: 0.4690393\ttotal: 3.99s\tremaining: 3.1s\n169:\tlearn: 0.4689601\ttotal: 4.03s\tremaining: 3.08s\n170:\tlearn: 0.4688887\ttotal: 4.05s\tremaining: 3.05s\n171:\tlearn: 0.4687762\ttotal: 4.07s\tremaining: 3.03s\n172:\tlearn: 0.4687257\ttotal: 4.09s\tremaining: 3s\n173:\tlearn: 0.4686638\ttotal: 4.12s\tremaining: 2.98s\n174:\tlearn: 0.4685493\ttotal: 4.14s\tremaining: 2.96s\n175:\tlearn: 0.4684938\ttotal: 4.17s\tremaining: 2.93s\n176:\tlearn: 0.4684610\ttotal: 4.18s\tremaining: 2.91s\n177:\tlearn: 0.4683396\ttotal: 4.21s\tremaining: 2.88s\n178:\tlearn: 0.4682745\ttotal: 4.23s\tremaining: 2.86s\n179:\tlearn: 0.4682406\ttotal: 4.26s\tremaining: 2.84s\n180:\tlearn: 0.4681673\ttotal: 4.28s\tremaining: 2.82s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "181:\tlearn: 0.4680798\ttotal: 4.31s\tremaining: 2.79s\n182:\tlearn: 0.4680146\ttotal: 4.34s\tremaining: 2.77s\n183:\tlearn: 0.4679655\ttotal: 4.36s\tremaining: 2.75s\n184:\tlearn: 0.4678538\ttotal: 4.38s\tremaining: 2.72s\n185:\tlearn: 0.4678161\ttotal: 4.41s\tremaining: 2.7s\n186:\tlearn: 0.4676938\ttotal: 4.43s\tremaining: 2.68s\n187:\tlearn: 0.4676037\ttotal: 4.46s\tremaining: 2.66s\n188:\tlearn: 0.4675637\ttotal: 4.48s\tremaining: 2.63s\n189:\tlearn: 0.4674925\ttotal: 4.5s\tremaining: 2.61s\n190:\tlearn: 0.4674279\ttotal: 4.52s\tremaining: 2.58s\n191:\tlearn: 0.4673297\ttotal: 4.54s\tremaining: 2.56s\n192:\tlearn: 0.4672787\ttotal: 4.57s\tremaining: 2.53s\n193:\tlearn: 0.4672078\ttotal: 4.59s\tremaining: 2.51s\n194:\tlearn: 0.4671173\ttotal: 4.62s\tremaining: 2.48s\n195:\tlearn: 0.4670608\ttotal: 4.64s\tremaining: 2.46s\n196:\tlearn: 0.4670059\ttotal: 4.67s\tremaining: 2.44s\n197:\tlearn: 0.4669097\ttotal: 4.69s\tremaining: 2.42s\n198:\tlearn: 0.4668242\ttotal: 4.71s\tremaining: 2.39s\n199:\tlearn: 0.4667485\ttotal: 4.74s\tremaining: 2.37s\n200:\tlearn: 0.4667049\ttotal: 4.76s\tremaining: 2.35s\n201:\tlearn: 0.4666390\ttotal: 4.79s\tremaining: 2.32s\n202:\tlearn: 0.4665983\ttotal: 4.81s\tremaining: 2.3s\n203:\tlearn: 0.4665180\ttotal: 4.83s\tremaining: 2.27s\n204:\tlearn: 0.4664786\ttotal: 4.85s\tremaining: 2.25s\n205:\tlearn: 0.4664401\ttotal: 4.88s\tremaining: 2.23s\n206:\tlearn: 0.4663805\ttotal: 4.89s\tremaining: 2.2s\n207:\tlearn: 0.4663174\ttotal: 4.92s\tremaining: 2.17s\n208:\tlearn: 0.4662672\ttotal: 4.95s\tremaining: 2.15s\n209:\tlearn: 0.4662407\ttotal: 4.97s\tremaining: 2.13s\n210:\tlearn: 0.4661444\ttotal: 4.99s\tremaining: 2.11s\n211:\tlearn: 0.4660995\ttotal: 5.01s\tremaining: 2.08s\n212:\tlearn: 0.4660199\ttotal: 5.04s\tremaining: 2.06s\n213:\tlearn: 0.4659085\ttotal: 5.06s\tremaining: 2.03s\n214:\tlearn: 0.4658755\ttotal: 5.08s\tremaining: 2.01s\n215:\tlearn: 0.4658337\ttotal: 5.11s\tremaining: 1.99s\n216:\tlearn: 0.4657680\ttotal: 5.14s\tremaining: 1.97s\n217:\tlearn: 0.4656942\ttotal: 5.17s\tremaining: 1.94s\n218:\tlearn: 0.4656120\ttotal: 5.2s\tremaining: 1.92s\n219:\tlearn: 0.4655770\ttotal: 5.23s\tremaining: 1.9s\n220:\tlearn: 0.4655051\ttotal: 5.25s\tremaining: 1.88s\n221:\tlearn: 0.4654485\ttotal: 5.28s\tremaining: 1.86s\n222:\tlearn: 0.4654033\ttotal: 5.31s\tremaining: 1.83s\n223:\tlearn: 0.4653779\ttotal: 5.34s\tremaining: 1.81s\n224:\tlearn: 0.4653307\ttotal: 5.36s\tremaining: 1.79s\n225:\tlearn: 0.4652415\ttotal: 5.39s\tremaining: 1.77s\n226:\tlearn: 0.4651553\ttotal: 5.42s\tremaining: 1.74s\n227:\tlearn: 0.4650668\ttotal: 5.46s\tremaining: 1.73s\n228:\tlearn: 0.4649845\ttotal: 5.49s\tremaining: 1.7s\n229:\tlearn: 0.4649275\ttotal: 5.53s\tremaining: 1.68s\n230:\tlearn: 0.4648390\ttotal: 5.55s\tremaining: 1.66s\n231:\tlearn: 0.4647661\ttotal: 5.58s\tremaining: 1.64s\n232:\tlearn: 0.4647207\ttotal: 5.6s\tremaining: 1.61s\n233:\tlearn: 0.4646742\ttotal: 5.63s\tremaining: 1.59s\n234:\tlearn: 0.4646021\ttotal: 5.65s\tremaining: 1.56s\n235:\tlearn: 0.4645695\ttotal: 5.67s\tremaining: 1.54s\n236:\tlearn: 0.4644726\ttotal: 5.7s\tremaining: 1.51s\n237:\tlearn: 0.4644077\ttotal: 5.72s\tremaining: 1.49s\n238:\tlearn: 0.4643385\ttotal: 5.75s\tremaining: 1.47s\n239:\tlearn: 0.4642595\ttotal: 5.78s\tremaining: 1.44s\n240:\tlearn: 0.4642188\ttotal: 5.8s\tremaining: 1.42s\n241:\tlearn: 0.4641751\ttotal: 5.82s\tremaining: 1.39s\n242:\tlearn: 0.4641069\ttotal: 5.84s\tremaining: 1.37s\n243:\tlearn: 0.4640441\ttotal: 5.86s\tremaining: 1.34s\n244:\tlearn: 0.4639868\ttotal: 5.88s\tremaining: 1.32s\n245:\tlearn: 0.4639215\ttotal: 5.9s\tremaining: 1.29s\n246:\tlearn: 0.4638767\ttotal: 5.92s\tremaining: 1.27s\n247:\tlearn: 0.4638440\ttotal: 5.95s\tremaining: 1.25s\n248:\tlearn: 0.4637989\ttotal: 5.96s\tremaining: 1.22s\n249:\tlearn: 0.4637317\ttotal: 5.99s\tremaining: 1.2s\n250:\tlearn: 0.4636888\ttotal: 6.01s\tremaining: 1.17s\n251:\tlearn: 0.4636367\ttotal: 6.03s\tremaining: 1.15s\n252:\tlearn: 0.4635881\ttotal: 6.06s\tremaining: 1.13s\n253:\tlearn: 0.4635428\ttotal: 6.08s\tremaining: 1.1s\n254:\tlearn: 0.4635030\ttotal: 6.1s\tremaining: 1.07s\n255:\tlearn: 0.4634388\ttotal: 6.12s\tremaining: 1.05s\n256:\tlearn: 0.4634019\ttotal: 6.14s\tremaining: 1.03s\n257:\tlearn: 0.4633712\ttotal: 6.17s\tremaining: 1s\n258:\tlearn: 0.4632907\ttotal: 6.19s\tremaining: 980ms\n259:\tlearn: 0.4632670\ttotal: 6.21s\tremaining: 956ms\n260:\tlearn: 0.4631964\ttotal: 6.24s\tremaining: 932ms\n261:\tlearn: 0.4631307\ttotal: 6.26s\tremaining: 908ms\n262:\tlearn: 0.4630694\ttotal: 6.29s\tremaining: 885ms\n263:\tlearn: 0.4630322\ttotal: 6.31s\tremaining: 861ms\n264:\tlearn: 0.4629719\ttotal: 6.34s\tremaining: 838ms\n265:\tlearn: 0.4629392\ttotal: 6.37s\tremaining: 814ms\n266:\tlearn: 0.4628950\ttotal: 6.39s\tremaining: 789ms\n267:\tlearn: 0.4628674\ttotal: 6.41s\tremaining: 766ms\n268:\tlearn: 0.4627993\ttotal: 6.43s\tremaining: 741ms\n269:\tlearn: 0.4627492\ttotal: 6.45s\tremaining: 717ms\n270:\tlearn: 0.4627001\ttotal: 6.47s\tremaining: 692ms\n271:\tlearn: 0.4626474\ttotal: 6.49s\tremaining: 668ms\n272:\tlearn: 0.4626049\ttotal: 6.51s\tremaining: 644ms\n273:\tlearn: 0.4625699\ttotal: 6.53s\tremaining: 620ms\n274:\tlearn: 0.4625082\ttotal: 6.55s\tremaining: 596ms\n275:\tlearn: 0.4624474\ttotal: 6.57s\tremaining: 571ms\n276:\tlearn: 0.4624088\ttotal: 6.6s\tremaining: 548ms\n277:\tlearn: 0.4623717\ttotal: 6.62s\tremaining: 524ms\n278:\tlearn: 0.4623122\ttotal: 6.65s\tremaining: 500ms\n279:\tlearn: 0.4622735\ttotal: 6.67s\tremaining: 477ms\n280:\tlearn: 0.4622124\ttotal: 6.7s\tremaining: 453ms\n281:\tlearn: 0.4621796\ttotal: 6.73s\tremaining: 429ms\n282:\tlearn: 0.4621212\ttotal: 6.75s\tremaining: 405ms\n283:\tlearn: 0.4620702\ttotal: 6.77s\tremaining: 381ms\n284:\tlearn: 0.4620354\ttotal: 6.79s\tremaining: 357ms\n285:\tlearn: 0.4619612\ttotal: 6.81s\tremaining: 333ms\n286:\tlearn: 0.4619231\ttotal: 6.83s\tremaining: 309ms\n287:\tlearn: 0.4618794\ttotal: 6.85s\tremaining: 286ms\n288:\tlearn: 0.4618537\ttotal: 6.88s\tremaining: 262ms\n289:\tlearn: 0.4618122\ttotal: 6.9s\tremaining: 238ms\n290:\tlearn: 0.4617548\ttotal: 6.93s\tremaining: 214ms\n291:\tlearn: 0.4617084\ttotal: 6.95s\tremaining: 190ms\n292:\tlearn: 0.4616679\ttotal: 6.97s\tremaining: 166ms\n293:\tlearn: 0.4616125\ttotal: 6.99s\tremaining: 143ms\n294:\tlearn: 0.4615632\ttotal: 7.01s\tremaining: 119ms\n295:\tlearn: 0.4615318\ttotal: 7.04s\tremaining: 95.1ms\n296:\tlearn: 0.4614669\ttotal: 7.07s\tremaining: 71.4ms\n297:\tlearn: 0.4614062\ttotal: 7.09s\tremaining: 47.6ms\n298:\tlearn: 0.4613800\ttotal: 7.11s\tremaining: 23.8ms\n299:\tlearn: 0.4613473\ttotal: 7.14s\tremaining: 0us\n0:\tlearn: 0.6382434\ttotal: 27.9ms\tremaining: 8.34s\n1:\tlearn: 0.5989433\ttotal: 53.4ms\tremaining: 7.95s\n2:\tlearn: 0.5708635\ttotal: 73.2ms\tremaining: 7.25s\n3:\tlearn: 0.5521449\ttotal: 97.2ms\tremaining: 7.19s\n4:\tlearn: 0.5389187\ttotal: 120ms\tremaining: 7.08s\n5:\tlearn: 0.5288089\ttotal: 144ms\tremaining: 7.08s\n6:\tlearn: 0.5209355\ttotal: 166ms\tremaining: 6.95s\n7:\tlearn: 0.5154841\ttotal: 191ms\tremaining: 6.98s\n8:\tlearn: 0.5110015\ttotal: 216ms\tremaining: 6.99s\n9:\tlearn: 0.5081518\ttotal: 240ms\tremaining: 6.95s\n10:\tlearn: 0.5060741\ttotal: 262ms\tremaining: 6.89s\n11:\tlearn: 0.5040305\ttotal: 286ms\tremaining: 6.87s\n12:\tlearn: 0.5023988\ttotal: 312ms\tremaining: 6.88s\n13:\tlearn: 0.5011154\ttotal: 333ms\tremaining: 6.8s\n14:\tlearn: 0.5000671\ttotal: 357ms\tremaining: 6.78s\n15:\tlearn: 0.4990187\ttotal: 378ms\tremaining: 6.7s\n16:\tlearn: 0.4983600\ttotal: 400ms\tremaining: 6.66s\n17:\tlearn: 0.4978052\ttotal: 421ms\tremaining: 6.59s\n18:\tlearn: 0.4972002\ttotal: 439ms\tremaining: 6.49s\n19:\tlearn: 0.4964308\ttotal: 461ms\tremaining: 6.46s\n20:\tlearn: 0.4956964\ttotal: 483ms\tremaining: 6.41s\n21:\tlearn: 0.4953365\ttotal: 508ms\tremaining: 6.41s\n22:\tlearn: 0.4946683\ttotal: 528ms\tremaining: 6.36s\n23:\tlearn: 0.4942427\ttotal: 551ms\tremaining: 6.33s\n24:\tlearn: 0.4938859\ttotal: 574ms\tremaining: 6.32s\n25:\tlearn: 0.4935030\ttotal: 595ms\tremaining: 6.27s\n26:\tlearn: 0.4929411\ttotal: 622ms\tremaining: 6.29s\n27:\tlearn: 0.4925494\ttotal: 650ms\tremaining: 6.31s\n28:\tlearn: 0.4923257\ttotal: 675ms\tremaining: 6.31s\n29:\tlearn: 0.4918572\ttotal: 700ms\tremaining: 6.3s\n30:\tlearn: 0.4916084\ttotal: 723ms\tremaining: 6.28s\n31:\tlearn: 0.4913601\ttotal: 745ms\tremaining: 6.24s\n32:\tlearn: 0.4909212\ttotal: 770ms\tremaining: 6.23s\n33:\tlearn: 0.4906893\ttotal: 791ms\tremaining: 6.19s\n34:\tlearn: 0.4902910\ttotal: 811ms\tremaining: 6.14s\n35:\tlearn: 0.4898675\ttotal: 836ms\tremaining: 6.13s\n36:\tlearn: 0.4894518\ttotal: 856ms\tremaining: 6.08s\n37:\tlearn: 0.4891394\ttotal: 879ms\tremaining: 6.06s\n38:\tlearn: 0.4886979\ttotal: 904ms\tremaining: 6.05s\n39:\tlearn: 0.4885837\ttotal: 929ms\tremaining: 6.04s\n40:\tlearn: 0.4884698\ttotal: 948ms\tremaining: 5.99s\n41:\tlearn: 0.4881838\ttotal: 970ms\tremaining: 5.96s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "42:\tlearn: 0.4880647\ttotal: 989ms\tremaining: 5.91s\n43:\tlearn: 0.4878994\ttotal: 1.01s\tremaining: 5.87s\n44:\tlearn: 0.4876424\ttotal: 1.03s\tremaining: 5.84s\n45:\tlearn: 0.4875016\ttotal: 1.05s\tremaining: 5.82s\n46:\tlearn: 0.4873198\ttotal: 1.08s\tremaining: 5.81s\n47:\tlearn: 0.4871742\ttotal: 1.1s\tremaining: 5.79s\n48:\tlearn: 0.4869769\ttotal: 1.13s\tremaining: 5.77s\n49:\tlearn: 0.4868827\ttotal: 1.15s\tremaining: 5.76s\n50:\tlearn: 0.4866952\ttotal: 1.18s\tremaining: 5.74s\n51:\tlearn: 0.4862733\ttotal: 1.2s\tremaining: 5.73s\n52:\tlearn: 0.4861775\ttotal: 1.22s\tremaining: 5.71s\n53:\tlearn: 0.4860440\ttotal: 1.25s\tremaining: 5.68s\n54:\tlearn: 0.4855068\ttotal: 1.27s\tremaining: 5.65s\n55:\tlearn: 0.4853810\ttotal: 1.29s\tremaining: 5.63s\n56:\tlearn: 0.4851566\ttotal: 1.31s\tremaining: 5.6s\n57:\tlearn: 0.4848261\ttotal: 1.34s\tremaining: 5.59s\n58:\tlearn: 0.4847372\ttotal: 1.37s\tremaining: 5.58s\n59:\tlearn: 0.4845938\ttotal: 1.39s\tremaining: 5.57s\n60:\tlearn: 0.4843386\ttotal: 1.41s\tremaining: 5.54s\n61:\tlearn: 0.4839828\ttotal: 1.43s\tremaining: 5.51s\n62:\tlearn: 0.4838601\ttotal: 1.46s\tremaining: 5.49s\n63:\tlearn: 0.4835643\ttotal: 1.48s\tremaining: 5.47s\n64:\tlearn: 0.4832112\ttotal: 1.51s\tremaining: 5.46s\n65:\tlearn: 0.4829791\ttotal: 1.53s\tremaining: 5.43s\n66:\tlearn: 0.4827252\ttotal: 1.55s\tremaining: 5.41s\n67:\tlearn: 0.4823945\ttotal: 1.58s\tremaining: 5.4s\n68:\tlearn: 0.4822684\ttotal: 1.61s\tremaining: 5.39s\n69:\tlearn: 0.4821664\ttotal: 1.63s\tremaining: 5.37s\n70:\tlearn: 0.4820636\ttotal: 1.66s\tremaining: 5.36s\n71:\tlearn: 0.4819479\ttotal: 1.69s\tremaining: 5.35s\n72:\tlearn: 0.4815713\ttotal: 1.72s\tremaining: 5.36s\n73:\tlearn: 0.4813763\ttotal: 1.75s\tremaining: 5.36s\n74:\tlearn: 0.4813060\ttotal: 1.78s\tremaining: 5.36s\n75:\tlearn: 0.4812362\ttotal: 1.81s\tremaining: 5.34s\n76:\tlearn: 0.4811662\ttotal: 1.84s\tremaining: 5.33s\n77:\tlearn: 0.4810081\ttotal: 1.87s\tremaining: 5.32s\n78:\tlearn: 0.4808595\ttotal: 1.9s\tremaining: 5.3s\n79:\tlearn: 0.4806773\ttotal: 1.92s\tremaining: 5.28s\n80:\tlearn: 0.4804902\ttotal: 1.95s\tremaining: 5.27s\n81:\tlearn: 0.4801639\ttotal: 1.98s\tremaining: 5.25s\n82:\tlearn: 0.4798266\ttotal: 2s\tremaining: 5.23s\n83:\tlearn: 0.4797209\ttotal: 2.02s\tremaining: 5.21s\n84:\tlearn: 0.4796305\ttotal: 2.05s\tremaining: 5.18s\n85:\tlearn: 0.4794217\ttotal: 2.08s\tremaining: 5.17s\n86:\tlearn: 0.4792730\ttotal: 2.1s\tremaining: 5.15s\n87:\tlearn: 0.4792009\ttotal: 2.13s\tremaining: 5.13s\n88:\tlearn: 0.4789052\ttotal: 2.16s\tremaining: 5.11s\n89:\tlearn: 0.4787388\ttotal: 2.19s\tremaining: 5.1s\n90:\tlearn: 0.4785779\ttotal: 2.21s\tremaining: 5.08s\n91:\tlearn: 0.4783670\ttotal: 2.23s\tremaining: 5.04s\n92:\tlearn: 0.4782656\ttotal: 2.26s\tremaining: 5.03s\n93:\tlearn: 0.4781697\ttotal: 2.28s\tremaining: 5s\n94:\tlearn: 0.4780725\ttotal: 2.31s\tremaining: 4.99s\n95:\tlearn: 0.4779971\ttotal: 2.34s\tremaining: 4.97s\n96:\tlearn: 0.4778920\ttotal: 2.37s\tremaining: 4.95s\n97:\tlearn: 0.4778212\ttotal: 2.39s\tremaining: 4.93s\n98:\tlearn: 0.4777315\ttotal: 2.42s\tremaining: 4.91s\n99:\tlearn: 0.4775217\ttotal: 2.44s\tremaining: 4.88s\n100:\tlearn: 0.4773805\ttotal: 2.47s\tremaining: 4.87s\n101:\tlearn: 0.4771223\ttotal: 2.5s\tremaining: 4.85s\n102:\tlearn: 0.4769183\ttotal: 2.53s\tremaining: 4.83s\n103:\tlearn: 0.4768042\ttotal: 2.55s\tremaining: 4.8s\n104:\tlearn: 0.4767276\ttotal: 2.57s\tremaining: 4.78s\n105:\tlearn: 0.4764898\ttotal: 2.6s\tremaining: 4.76s\n106:\tlearn: 0.4762302\ttotal: 2.63s\tremaining: 4.74s\n107:\tlearn: 0.4761428\ttotal: 2.65s\tremaining: 4.72s\n108:\tlearn: 0.4758844\ttotal: 2.68s\tremaining: 4.7s\n109:\tlearn: 0.4758193\ttotal: 2.71s\tremaining: 4.68s\n110:\tlearn: 0.4757288\ttotal: 2.74s\tremaining: 4.67s\n111:\tlearn: 0.4755296\ttotal: 2.76s\tremaining: 4.64s\n112:\tlearn: 0.4754592\ttotal: 2.79s\tremaining: 4.61s\n113:\tlearn: 0.4753925\ttotal: 2.81s\tremaining: 4.59s\n114:\tlearn: 0.4752600\ttotal: 2.83s\tremaining: 4.55s\n115:\tlearn: 0.4750817\ttotal: 2.85s\tremaining: 4.52s\n116:\tlearn: 0.4748887\ttotal: 2.88s\tremaining: 4.5s\n117:\tlearn: 0.4747456\ttotal: 2.9s\tremaining: 4.47s\n118:\tlearn: 0.4746449\ttotal: 2.92s\tremaining: 4.44s\n119:\tlearn: 0.4745043\ttotal: 2.94s\tremaining: 4.41s\n120:\tlearn: 0.4743519\ttotal: 2.96s\tremaining: 4.38s\n121:\tlearn: 0.4742637\ttotal: 2.98s\tremaining: 4.34s\n122:\tlearn: 0.4741877\ttotal: 3s\tremaining: 4.32s\n123:\tlearn: 0.4739796\ttotal: 3.02s\tremaining: 4.29s\n124:\tlearn: 0.4738278\ttotal: 3.05s\tremaining: 4.27s\n125:\tlearn: 0.4737332\ttotal: 3.07s\tremaining: 4.24s\n126:\tlearn: 0.4735187\ttotal: 3.1s\tremaining: 4.22s\n127:\tlearn: 0.4734552\ttotal: 3.12s\tremaining: 4.19s\n128:\tlearn: 0.4733545\ttotal: 3.14s\tremaining: 4.17s\n129:\tlearn: 0.4732619\ttotal: 3.16s\tremaining: 4.13s\n130:\tlearn: 0.4731458\ttotal: 3.18s\tremaining: 4.11s\n131:\tlearn: 0.4730392\ttotal: 3.2s\tremaining: 4.08s\n132:\tlearn: 0.4729539\ttotal: 3.23s\tremaining: 4.05s\n133:\tlearn: 0.4728282\ttotal: 3.25s\tremaining: 4.03s\n134:\tlearn: 0.4727539\ttotal: 3.28s\tremaining: 4s\n135:\tlearn: 0.4726846\ttotal: 3.31s\tremaining: 3.99s\n136:\tlearn: 0.4726015\ttotal: 3.33s\tremaining: 3.96s\n137:\tlearn: 0.4723125\ttotal: 3.36s\tremaining: 3.94s\n138:\tlearn: 0.4721580\ttotal: 3.39s\tremaining: 3.92s\n139:\tlearn: 0.4720879\ttotal: 3.41s\tremaining: 3.9s\n140:\tlearn: 0.4719807\ttotal: 3.44s\tremaining: 3.88s\n141:\tlearn: 0.4719331\ttotal: 3.46s\tremaining: 3.85s\n142:\tlearn: 0.4717645\ttotal: 3.48s\tremaining: 3.82s\n143:\tlearn: 0.4716795\ttotal: 3.5s\tremaining: 3.8s\n144:\tlearn: 0.4715473\ttotal: 3.53s\tremaining: 3.77s\n145:\tlearn: 0.4714206\ttotal: 3.55s\tremaining: 3.75s\n146:\tlearn: 0.4713020\ttotal: 3.57s\tremaining: 3.72s\n147:\tlearn: 0.4712498\ttotal: 3.59s\tremaining: 3.69s\n148:\tlearn: 0.4711562\ttotal: 3.62s\tremaining: 3.66s\n149:\tlearn: 0.4710595\ttotal: 3.63s\tremaining: 3.63s\n150:\tlearn: 0.4710090\ttotal: 3.66s\tremaining: 3.61s\n151:\tlearn: 0.4709393\ttotal: 3.68s\tremaining: 3.58s\n152:\tlearn: 0.4708498\ttotal: 3.7s\tremaining: 3.56s\n153:\tlearn: 0.4707558\ttotal: 3.72s\tremaining: 3.53s\n154:\tlearn: 0.4706224\ttotal: 3.74s\tremaining: 3.5s\n155:\tlearn: 0.4704821\ttotal: 3.76s\tremaining: 3.47s\n156:\tlearn: 0.4704262\ttotal: 3.79s\tremaining: 3.45s\n157:\tlearn: 0.4702270\ttotal: 3.81s\tremaining: 3.42s\n158:\tlearn: 0.4701405\ttotal: 3.83s\tremaining: 3.4s\n159:\tlearn: 0.4700037\ttotal: 3.85s\tremaining: 3.37s\n160:\tlearn: 0.4698731\ttotal: 3.88s\tremaining: 3.35s\n161:\tlearn: 0.4698292\ttotal: 3.91s\tremaining: 3.33s\n162:\tlearn: 0.4697079\ttotal: 3.94s\tremaining: 3.31s\n163:\tlearn: 0.4696437\ttotal: 3.96s\tremaining: 3.28s\n164:\tlearn: 0.4695538\ttotal: 3.98s\tremaining: 3.26s\n165:\tlearn: 0.4694883\ttotal: 4.01s\tremaining: 3.23s\n166:\tlearn: 0.4694110\ttotal: 4.03s\tremaining: 3.21s\n167:\tlearn: 0.4692913\ttotal: 4.06s\tremaining: 3.19s\n168:\tlearn: 0.4692067\ttotal: 4.08s\tremaining: 3.16s\n169:\tlearn: 0.4691623\ttotal: 4.1s\tremaining: 3.14s\n170:\tlearn: 0.4691031\ttotal: 4.12s\tremaining: 3.11s\n171:\tlearn: 0.4690222\ttotal: 4.15s\tremaining: 3.09s\n172:\tlearn: 0.4689131\ttotal: 4.17s\tremaining: 3.06s\n173:\tlearn: 0.4688684\ttotal: 4.19s\tremaining: 3.03s\n174:\tlearn: 0.4688104\ttotal: 4.21s\tremaining: 3.01s\n175:\tlearn: 0.4687678\ttotal: 4.23s\tremaining: 2.98s\n176:\tlearn: 0.4686546\ttotal: 4.25s\tremaining: 2.95s\n177:\tlearn: 0.4685432\ttotal: 4.27s\tremaining: 2.93s\n178:\tlearn: 0.4684502\ttotal: 4.29s\tremaining: 2.9s\n179:\tlearn: 0.4683460\ttotal: 4.31s\tremaining: 2.88s\n180:\tlearn: 0.4683039\ttotal: 4.33s\tremaining: 2.85s\n181:\tlearn: 0.4682353\ttotal: 4.35s\tremaining: 2.82s\n182:\tlearn: 0.4681068\ttotal: 4.38s\tremaining: 2.8s\n183:\tlearn: 0.4680548\ttotal: 4.4s\tremaining: 2.77s\n184:\tlearn: 0.4680048\ttotal: 4.42s\tremaining: 2.75s\n185:\tlearn: 0.4679385\ttotal: 4.43s\tremaining: 2.72s\n186:\tlearn: 0.4678315\ttotal: 4.46s\tremaining: 2.7s\n187:\tlearn: 0.4677813\ttotal: 4.48s\tremaining: 2.67s\n188:\tlearn: 0.4677355\ttotal: 4.51s\tremaining: 2.65s\n189:\tlearn: 0.4676531\ttotal: 4.53s\tremaining: 2.62s\n190:\tlearn: 0.4675828\ttotal: 4.55s\tremaining: 2.6s\n191:\tlearn: 0.4675021\ttotal: 4.57s\tremaining: 2.57s\n192:\tlearn: 0.4674356\ttotal: 4.59s\tremaining: 2.54s\n193:\tlearn: 0.4673650\ttotal: 4.62s\tremaining: 2.52s\n194:\tlearn: 0.4673218\ttotal: 4.64s\tremaining: 2.5s\n195:\tlearn: 0.4672422\ttotal: 4.66s\tremaining: 2.47s\n196:\tlearn: 0.4671859\ttotal: 4.68s\tremaining: 2.45s\n197:\tlearn: 0.4670865\ttotal: 4.71s\tremaining: 2.43s\n198:\tlearn: 0.4670006\ttotal: 4.74s\tremaining: 2.4s\n199:\tlearn: 0.4668799\ttotal: 4.76s\tremaining: 2.38s\n200:\tlearn: 0.4668093\ttotal: 4.79s\tremaining: 2.36s\n201:\tlearn: 0.4667168\ttotal: 4.81s\tremaining: 2.33s\n202:\tlearn: 0.4666667\ttotal: 4.83s\tremaining: 2.31s\n203:\tlearn: 0.4666207\ttotal: 4.85s\tremaining: 2.28s\n204:\tlearn: 0.4665596\ttotal: 4.87s\tremaining: 2.26s\n205:\tlearn: 0.4665146\ttotal: 4.9s\tremaining: 2.24s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "206:\tlearn: 0.4664780\ttotal: 4.93s\tremaining: 2.21s\n207:\tlearn: 0.4664429\ttotal: 4.96s\tremaining: 2.19s\n208:\tlearn: 0.4663952\ttotal: 4.98s\tremaining: 2.17s\n209:\tlearn: 0.4663179\ttotal: 5.01s\tremaining: 2.15s\n210:\tlearn: 0.4662602\ttotal: 5.03s\tremaining: 2.12s\n211:\tlearn: 0.4661908\ttotal: 5.06s\tremaining: 2.1s\n212:\tlearn: 0.4661344\ttotal: 5.08s\tremaining: 2.08s\n213:\tlearn: 0.4660912\ttotal: 5.11s\tremaining: 2.06s\n214:\tlearn: 0.4660309\ttotal: 5.14s\tremaining: 2.03s\n215:\tlearn: 0.4659996\ttotal: 5.16s\tremaining: 2.01s\n216:\tlearn: 0.4659453\ttotal: 5.19s\tremaining: 1.99s\n217:\tlearn: 0.4658442\ttotal: 5.22s\tremaining: 1.96s\n218:\tlearn: 0.4657838\ttotal: 5.25s\tremaining: 1.94s\n219:\tlearn: 0.4656722\ttotal: 5.27s\tremaining: 1.92s\n220:\tlearn: 0.4655434\ttotal: 5.29s\tremaining: 1.89s\n221:\tlearn: 0.4655110\ttotal: 5.32s\tremaining: 1.87s\n222:\tlearn: 0.4654517\ttotal: 5.35s\tremaining: 1.85s\n223:\tlearn: 0.4654056\ttotal: 5.37s\tremaining: 1.82s\n224:\tlearn: 0.4653428\ttotal: 5.4s\tremaining: 1.8s\n225:\tlearn: 0.4652905\ttotal: 5.42s\tremaining: 1.77s\n226:\tlearn: 0.4652311\ttotal: 5.44s\tremaining: 1.75s\n227:\tlearn: 0.4651605\ttotal: 5.46s\tremaining: 1.72s\n228:\tlearn: 0.4651324\ttotal: 5.48s\tremaining: 1.7s\n229:\tlearn: 0.4650883\ttotal: 5.5s\tremaining: 1.67s\n230:\tlearn: 0.4650550\ttotal: 5.52s\tremaining: 1.65s\n231:\tlearn: 0.4649956\ttotal: 5.54s\tremaining: 1.62s\n232:\tlearn: 0.4649028\ttotal: 5.56s\tremaining: 1.6s\n233:\tlearn: 0.4648177\ttotal: 5.58s\tremaining: 1.57s\n234:\tlearn: 0.4647603\ttotal: 5.61s\tremaining: 1.55s\n235:\tlearn: 0.4647243\ttotal: 5.64s\tremaining: 1.53s\n236:\tlearn: 0.4646878\ttotal: 5.67s\tremaining: 1.51s\n237:\tlearn: 0.4646108\ttotal: 5.69s\tremaining: 1.48s\n238:\tlearn: 0.4645276\ttotal: 5.71s\tremaining: 1.46s\n239:\tlearn: 0.4644703\ttotal: 5.74s\tremaining: 1.43s\n240:\tlearn: 0.4644199\ttotal: 5.76s\tremaining: 1.41s\n241:\tlearn: 0.4643716\ttotal: 5.78s\tremaining: 1.39s\n242:\tlearn: 0.4643101\ttotal: 5.8s\tremaining: 1.36s\n243:\tlearn: 0.4642037\ttotal: 5.82s\tremaining: 1.34s\n244:\tlearn: 0.4641380\ttotal: 5.84s\tremaining: 1.31s\n245:\tlearn: 0.4641139\ttotal: 5.87s\tremaining: 1.29s\n246:\tlearn: 0.4640367\ttotal: 5.89s\tremaining: 1.26s\n247:\tlearn: 0.4639430\ttotal: 5.91s\tremaining: 1.24s\n248:\tlearn: 0.4638991\ttotal: 5.93s\tremaining: 1.21s\n249:\tlearn: 0.4638447\ttotal: 5.95s\tremaining: 1.19s\n250:\tlearn: 0.4637897\ttotal: 5.97s\tremaining: 1.16s\n251:\tlearn: 0.4637568\ttotal: 5.99s\tremaining: 1.14s\n252:\tlearn: 0.4637152\ttotal: 6.01s\tremaining: 1.12s\n253:\tlearn: 0.4636537\ttotal: 6.04s\tremaining: 1.09s\n254:\tlearn: 0.4636276\ttotal: 6.07s\tremaining: 1.07s\n255:\tlearn: 0.4635651\ttotal: 6.09s\tremaining: 1.05s\n256:\tlearn: 0.4635000\ttotal: 6.11s\tremaining: 1.02s\n257:\tlearn: 0.4634339\ttotal: 6.13s\tremaining: 998ms\n258:\tlearn: 0.4633608\ttotal: 6.15s\tremaining: 974ms\n259:\tlearn: 0.4633007\ttotal: 6.18s\tremaining: 951ms\n260:\tlearn: 0.4632418\ttotal: 6.2s\tremaining: 927ms\n261:\tlearn: 0.4632038\ttotal: 6.22s\tremaining: 903ms\n262:\tlearn: 0.4631732\ttotal: 6.25s\tremaining: 879ms\n263:\tlearn: 0.4631283\ttotal: 6.27s\tremaining: 855ms\n264:\tlearn: 0.4630813\ttotal: 6.3s\tremaining: 832ms\n265:\tlearn: 0.4630532\ttotal: 6.32s\tremaining: 808ms\n266:\tlearn: 0.4630104\ttotal: 6.34s\tremaining: 784ms\n267:\tlearn: 0.4629603\ttotal: 6.37s\tremaining: 760ms\n268:\tlearn: 0.4628933\ttotal: 6.39s\tremaining: 737ms\n269:\tlearn: 0.4628186\ttotal: 6.42s\tremaining: 713ms\n270:\tlearn: 0.4627758\ttotal: 6.44s\tremaining: 689ms\n271:\tlearn: 0.4627410\ttotal: 6.46s\tremaining: 665ms\n272:\tlearn: 0.4627146\ttotal: 6.48s\tremaining: 641ms\n273:\tlearn: 0.4626350\ttotal: 6.5s\tremaining: 617ms\n274:\tlearn: 0.4625905\ttotal: 6.52s\tremaining: 593ms\n275:\tlearn: 0.4625534\ttotal: 6.55s\tremaining: 569ms\n276:\tlearn: 0.4624945\ttotal: 6.57s\tremaining: 545ms\n277:\tlearn: 0.4624546\ttotal: 6.59s\tremaining: 522ms\n278:\tlearn: 0.4624123\ttotal: 6.61s\tremaining: 498ms\n279:\tlearn: 0.4623585\ttotal: 6.64s\tremaining: 474ms\n280:\tlearn: 0.4623143\ttotal: 6.67s\tremaining: 451ms\n281:\tlearn: 0.4622642\ttotal: 6.7s\tremaining: 427ms\n282:\tlearn: 0.4622343\ttotal: 6.72s\tremaining: 404ms\n283:\tlearn: 0.4621601\ttotal: 6.75s\tremaining: 380ms\n284:\tlearn: 0.4620892\ttotal: 6.77s\tremaining: 356ms\n285:\tlearn: 0.4620145\ttotal: 6.79s\tremaining: 333ms\n286:\tlearn: 0.4619678\ttotal: 6.82s\tremaining: 309ms\n287:\tlearn: 0.4619041\ttotal: 6.83s\tremaining: 285ms\n288:\tlearn: 0.4618570\ttotal: 6.86s\tremaining: 261ms\n289:\tlearn: 0.4618043\ttotal: 6.88s\tremaining: 237ms\n290:\tlearn: 0.4617720\ttotal: 6.91s\tremaining: 214ms\n291:\tlearn: 0.4617179\ttotal: 6.93s\tremaining: 190ms\n292:\tlearn: 0.4616886\ttotal: 6.96s\tremaining: 166ms\n293:\tlearn: 0.4616379\ttotal: 6.98s\tremaining: 142ms\n294:\tlearn: 0.4616076\ttotal: 6.99s\tremaining: 119ms\n295:\tlearn: 0.4615467\ttotal: 7.02s\tremaining: 94.8ms\n296:\tlearn: 0.4615103\ttotal: 7.04s\tremaining: 71.1ms\n297:\tlearn: 0.4614483\ttotal: 7.06s\tremaining: 47.4ms\n298:\tlearn: 0.4614123\ttotal: 7.08s\tremaining: 23.7ms\n299:\tlearn: 0.4613817\ttotal: 7.11s\tremaining: 0us\n0:\tlearn: 0.6810372\ttotal: 29.3ms\tremaining: 8.77s\n1:\tlearn: 0.6696317\ttotal: 54.3ms\tremaining: 8.09s\n2:\tlearn: 0.6588626\ttotal: 77.8ms\tremaining: 7.7s\n3:\tlearn: 0.6488964\ttotal: 104ms\tremaining: 7.71s\n4:\tlearn: 0.6394332\ttotal: 137ms\tremaining: 8.11s\n5:\tlearn: 0.6306809\ttotal: 165ms\tremaining: 8.06s\n6:\tlearn: 0.6224366\ttotal: 190ms\tremaining: 7.95s\n7:\tlearn: 0.6148509\ttotal: 217ms\tremaining: 7.91s\n8:\tlearn: 0.6074964\ttotal: 243ms\tremaining: 7.85s\n9:\tlearn: 0.6007604\ttotal: 271ms\tremaining: 7.86s\n10:\tlearn: 0.5942695\ttotal: 296ms\tremaining: 7.79s\n11:\tlearn: 0.5883380\ttotal: 325ms\tremaining: 7.8s\n12:\tlearn: 0.5828680\ttotal: 355ms\tremaining: 7.84s\n13:\tlearn: 0.5776169\ttotal: 385ms\tremaining: 7.87s\n14:\tlearn: 0.5728551\ttotal: 413ms\tremaining: 7.84s\n15:\tlearn: 0.5679673\ttotal: 443ms\tremaining: 7.87s\n16:\tlearn: 0.5635882\ttotal: 475ms\tremaining: 7.9s\n17:\tlearn: 0.5595764\ttotal: 498ms\tremaining: 7.81s\n18:\tlearn: 0.5557748\ttotal: 525ms\tremaining: 7.76s\n19:\tlearn: 0.5522052\ttotal: 552ms\tremaining: 7.73s\n20:\tlearn: 0.5490749\ttotal: 580ms\tremaining: 7.71s\n21:\tlearn: 0.5459191\ttotal: 613ms\tremaining: 7.75s\n22:\tlearn: 0.5429659\ttotal: 649ms\tremaining: 7.81s\n23:\tlearn: 0.5402147\ttotal: 685ms\tremaining: 7.88s\n24:\tlearn: 0.5375172\ttotal: 711ms\tremaining: 7.83s\n25:\tlearn: 0.5350538\ttotal: 735ms\tremaining: 7.75s\n26:\tlearn: 0.5326418\ttotal: 763ms\tremaining: 7.72s\n27:\tlearn: 0.5303993\ttotal: 791ms\tremaining: 7.69s\n28:\tlearn: 0.5283587\ttotal: 828ms\tremaining: 7.74s\n29:\tlearn: 0.5263769\ttotal: 861ms\tremaining: 7.75s\n30:\tlearn: 0.5245202\ttotal: 889ms\tremaining: 7.71s\n31:\tlearn: 0.5226617\ttotal: 913ms\tremaining: 7.64s\n32:\tlearn: 0.5210790\ttotal: 942ms\tremaining: 7.62s\n33:\tlearn: 0.5197102\ttotal: 975ms\tremaining: 7.63s\n34:\tlearn: 0.5183652\ttotal: 1s\tremaining: 7.6s\n35:\tlearn: 0.5169279\ttotal: 1.03s\tremaining: 7.53s\n36:\tlearn: 0.5156556\ttotal: 1.06s\tremaining: 7.52s\n37:\tlearn: 0.5145905\ttotal: 1.09s\tremaining: 7.52s\n38:\tlearn: 0.5134076\ttotal: 1.12s\tremaining: 7.53s\n39:\tlearn: 0.5123361\ttotal: 1.16s\tremaining: 7.53s\n40:\tlearn: 0.5112218\ttotal: 1.2s\tremaining: 7.59s\n41:\tlearn: 0.5102538\ttotal: 1.23s\tremaining: 7.58s\n42:\tlearn: 0.5092744\ttotal: 1.27s\tremaining: 7.57s\n43:\tlearn: 0.5084945\ttotal: 1.29s\tremaining: 7.53s\n44:\tlearn: 0.5077201\ttotal: 1.32s\tremaining: 7.51s\n45:\tlearn: 0.5069246\ttotal: 1.35s\tremaining: 7.48s\n46:\tlearn: 0.5062171\ttotal: 1.39s\tremaining: 7.46s\n47:\tlearn: 0.5053824\ttotal: 1.42s\tremaining: 7.44s\n48:\tlearn: 0.5046759\ttotal: 1.46s\tremaining: 7.47s\n49:\tlearn: 0.5040274\ttotal: 1.49s\tremaining: 7.43s\n50:\tlearn: 0.5034148\ttotal: 1.51s\tremaining: 7.39s\n51:\tlearn: 0.5027481\ttotal: 1.54s\tremaining: 7.36s\n52:\tlearn: 0.5022260\ttotal: 1.57s\tremaining: 7.34s\n53:\tlearn: 0.5016301\ttotal: 1.6s\tremaining: 7.28s\n54:\tlearn: 0.5011515\ttotal: 1.63s\tremaining: 7.25s\n55:\tlearn: 0.5005968\ttotal: 1.65s\tremaining: 7.2s\n56:\tlearn: 0.5001235\ttotal: 1.68s\tremaining: 7.16s\n57:\tlearn: 0.4996208\ttotal: 1.71s\tremaining: 7.12s\n58:\tlearn: 0.4991224\ttotal: 1.73s\tremaining: 7.08s\n59:\tlearn: 0.4987003\ttotal: 1.76s\tremaining: 7.04s\n60:\tlearn: 0.4983560\ttotal: 1.79s\tremaining: 7s\n61:\tlearn: 0.4979282\ttotal: 1.81s\tremaining: 6.97s\n62:\tlearn: 0.4975552\ttotal: 1.84s\tremaining: 6.94s\n63:\tlearn: 0.4972346\ttotal: 1.87s\tremaining: 6.91s\n64:\tlearn: 0.4968634\ttotal: 1.9s\tremaining: 6.88s\n65:\tlearn: 0.4964826\ttotal: 1.94s\tremaining: 6.88s\n66:\tlearn: 0.4960869\ttotal: 1.97s\tremaining: 6.86s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "67:\tlearn: 0.4958229\ttotal: 2.01s\tremaining: 6.87s\n68:\tlearn: 0.4954410\ttotal: 2.04s\tremaining: 6.83s\n69:\tlearn: 0.4951366\ttotal: 2.07s\tremaining: 6.8s\n70:\tlearn: 0.4948313\ttotal: 2.1s\tremaining: 6.76s\n71:\tlearn: 0.4945039\ttotal: 2.12s\tremaining: 6.72s\n72:\tlearn: 0.4942147\ttotal: 2.15s\tremaining: 6.69s\n73:\tlearn: 0.4939240\ttotal: 2.18s\tremaining: 6.65s\n74:\tlearn: 0.4936583\ttotal: 2.21s\tremaining: 6.62s\n75:\tlearn: 0.4934015\ttotal: 2.24s\tremaining: 6.59s\n76:\tlearn: 0.4931710\ttotal: 2.27s\tremaining: 6.57s\n77:\tlearn: 0.4928756\ttotal: 2.29s\tremaining: 6.53s\n78:\tlearn: 0.4926528\ttotal: 2.32s\tremaining: 6.5s\n79:\tlearn: 0.4924253\ttotal: 2.35s\tremaining: 6.47s\n80:\tlearn: 0.4921988\ttotal: 2.38s\tremaining: 6.44s\n81:\tlearn: 0.4919604\ttotal: 2.4s\tremaining: 6.39s\n82:\tlearn: 0.4917817\ttotal: 2.43s\tremaining: 6.35s\n83:\tlearn: 0.4915655\ttotal: 2.46s\tremaining: 6.32s\n84:\tlearn: 0.4913687\ttotal: 2.48s\tremaining: 6.28s\n85:\tlearn: 0.4912240\ttotal: 2.51s\tremaining: 6.25s\n86:\tlearn: 0.4909763\ttotal: 2.54s\tremaining: 6.21s\n87:\tlearn: 0.4907483\ttotal: 2.56s\tremaining: 6.18s\n88:\tlearn: 0.4905840\ttotal: 2.59s\tremaining: 6.14s\n89:\tlearn: 0.4904335\ttotal: 2.62s\tremaining: 6.11s\n90:\tlearn: 0.4902335\ttotal: 2.64s\tremaining: 6.07s\n91:\tlearn: 0.4900561\ttotal: 2.67s\tremaining: 6.03s\n92:\tlearn: 0.4898311\ttotal: 2.69s\tremaining: 5.99s\n93:\tlearn: 0.4896657\ttotal: 2.72s\tremaining: 5.95s\n94:\tlearn: 0.4895631\ttotal: 2.74s\tremaining: 5.92s\n95:\tlearn: 0.4894022\ttotal: 2.78s\tremaining: 5.9s\n96:\tlearn: 0.4892952\ttotal: 2.81s\tremaining: 5.88s\n97:\tlearn: 0.4891108\ttotal: 2.84s\tremaining: 5.85s\n98:\tlearn: 0.4889866\ttotal: 2.87s\tremaining: 5.82s\n99:\tlearn: 0.4888260\ttotal: 2.9s\tremaining: 5.79s\n100:\tlearn: 0.4886242\ttotal: 2.93s\tremaining: 5.77s\n101:\tlearn: 0.4884279\ttotal: 2.95s\tremaining: 5.73s\n102:\tlearn: 0.4882611\ttotal: 2.98s\tremaining: 5.69s\n103:\tlearn: 0.4881576\ttotal: 3s\tremaining: 5.66s\n104:\tlearn: 0.4880131\ttotal: 3.03s\tremaining: 5.63s\n105:\tlearn: 0.4878516\ttotal: 3.06s\tremaining: 5.61s\n106:\tlearn: 0.4876841\ttotal: 3.1s\tremaining: 5.58s\n107:\tlearn: 0.4875057\ttotal: 3.13s\tremaining: 5.57s\n108:\tlearn: 0.4874007\ttotal: 3.16s\tremaining: 5.54s\n109:\tlearn: 0.4872580\ttotal: 3.19s\tremaining: 5.52s\n110:\tlearn: 0.4870763\ttotal: 3.22s\tremaining: 5.49s\n111:\tlearn: 0.4869606\ttotal: 3.25s\tremaining: 5.46s\n112:\tlearn: 0.4867949\ttotal: 3.29s\tremaining: 5.44s\n113:\tlearn: 0.4866277\ttotal: 3.32s\tremaining: 5.42s\n114:\tlearn: 0.4865079\ttotal: 3.35s\tremaining: 5.39s\n115:\tlearn: 0.4863731\ttotal: 3.38s\tremaining: 5.36s\n116:\tlearn: 0.4862537\ttotal: 3.41s\tremaining: 5.33s\n117:\tlearn: 0.4861468\ttotal: 3.44s\tremaining: 5.3s\n118:\tlearn: 0.4859763\ttotal: 3.47s\tremaining: 5.28s\n119:\tlearn: 0.4858593\ttotal: 3.5s\tremaining: 5.25s\n120:\tlearn: 0.4857977\ttotal: 3.55s\tremaining: 5.25s\n121:\tlearn: 0.4856426\ttotal: 3.58s\tremaining: 5.22s\n122:\tlearn: 0.4855536\ttotal: 3.61s\tremaining: 5.19s\n123:\tlearn: 0.4853782\ttotal: 3.64s\tremaining: 5.16s\n124:\tlearn: 0.4852991\ttotal: 3.66s\tremaining: 5.13s\n125:\tlearn: 0.4851584\ttotal: 3.69s\tremaining: 5.09s\n126:\tlearn: 0.4850271\ttotal: 3.71s\tremaining: 5.06s\n127:\tlearn: 0.4849319\ttotal: 3.74s\tremaining: 5.03s\n128:\tlearn: 0.4848418\ttotal: 3.77s\tremaining: 4.99s\n129:\tlearn: 0.4847585\ttotal: 3.79s\tremaining: 4.96s\n130:\tlearn: 0.4846509\ttotal: 3.82s\tremaining: 4.93s\n131:\tlearn: 0.4845676\ttotal: 3.84s\tremaining: 4.89s\n132:\tlearn: 0.4844514\ttotal: 3.87s\tremaining: 4.86s\n133:\tlearn: 0.4842871\ttotal: 3.9s\tremaining: 4.83s\n134:\tlearn: 0.4841846\ttotal: 3.93s\tremaining: 4.8s\n135:\tlearn: 0.4840577\ttotal: 3.96s\tremaining: 4.77s\n136:\tlearn: 0.4839959\ttotal: 3.98s\tremaining: 4.74s\n137:\tlearn: 0.4838964\ttotal: 4.02s\tremaining: 4.72s\n138:\tlearn: 0.4837487\ttotal: 4.05s\tremaining: 4.69s\n139:\tlearn: 0.4836419\ttotal: 4.08s\tremaining: 4.66s\n140:\tlearn: 0.4835162\ttotal: 4.11s\tremaining: 4.63s\n141:\tlearn: 0.4834371\ttotal: 4.13s\tremaining: 4.6s\n142:\tlearn: 0.4833284\ttotal: 4.17s\tremaining: 4.58s\n143:\tlearn: 0.4832273\ttotal: 4.2s\tremaining: 4.54s\n144:\tlearn: 0.4831485\ttotal: 4.22s\tremaining: 4.51s\n145:\tlearn: 0.4830492\ttotal: 4.25s\tremaining: 4.48s\n146:\tlearn: 0.4829468\ttotal: 4.28s\tremaining: 4.45s\n147:\tlearn: 0.4828659\ttotal: 4.31s\tremaining: 4.42s\n148:\tlearn: 0.4827410\ttotal: 4.35s\tremaining: 4.4s\n149:\tlearn: 0.4826599\ttotal: 4.38s\tremaining: 4.38s\n150:\tlearn: 0.4825509\ttotal: 4.41s\tremaining: 4.35s\n151:\tlearn: 0.4824422\ttotal: 4.44s\tremaining: 4.32s\n152:\tlearn: 0.4823510\ttotal: 4.48s\tremaining: 4.3s\n153:\tlearn: 0.4822646\ttotal: 4.51s\tremaining: 4.27s\n154:\tlearn: 0.4821571\ttotal: 4.54s\tremaining: 4.25s\n155:\tlearn: 0.4820702\ttotal: 4.57s\tremaining: 4.21s\n156:\tlearn: 0.4819782\ttotal: 4.6s\tremaining: 4.19s\n157:\tlearn: 0.4819043\ttotal: 4.63s\tremaining: 4.16s\n158:\tlearn: 0.4817969\ttotal: 4.66s\tremaining: 4.13s\n159:\tlearn: 0.4817106\ttotal: 4.69s\tremaining: 4.1s\n160:\tlearn: 0.4816068\ttotal: 4.72s\tremaining: 4.08s\n161:\tlearn: 0.4815288\ttotal: 4.75s\tremaining: 4.05s\n162:\tlearn: 0.4814168\ttotal: 4.78s\tremaining: 4.02s\n163:\tlearn: 0.4813587\ttotal: 4.81s\tremaining: 3.99s\n164:\tlearn: 0.4812709\ttotal: 4.83s\tremaining: 3.95s\n165:\tlearn: 0.4812133\ttotal: 4.86s\tremaining: 3.92s\n166:\tlearn: 0.4810865\ttotal: 4.9s\tremaining: 3.9s\n167:\tlearn: 0.4809651\ttotal: 4.93s\tremaining: 3.87s\n168:\tlearn: 0.4809007\ttotal: 4.95s\tremaining: 3.84s\n169:\tlearn: 0.4808125\ttotal: 4.98s\tremaining: 3.81s\n170:\tlearn: 0.4807282\ttotal: 5.01s\tremaining: 3.78s\n171:\tlearn: 0.4806408\ttotal: 5.04s\tremaining: 3.75s\n172:\tlearn: 0.4805663\ttotal: 5.08s\tremaining: 3.73s\n173:\tlearn: 0.4804911\ttotal: 5.11s\tremaining: 3.7s\n174:\tlearn: 0.4803890\ttotal: 5.13s\tremaining: 3.66s\n175:\tlearn: 0.4803156\ttotal: 5.16s\tremaining: 3.63s\n176:\tlearn: 0.4802137\ttotal: 5.19s\tremaining: 3.6s\n177:\tlearn: 0.4801578\ttotal: 5.22s\tremaining: 3.58s\n178:\tlearn: 0.4800796\ttotal: 5.25s\tremaining: 3.55s\n179:\tlearn: 0.4799645\ttotal: 5.28s\tremaining: 3.52s\n180:\tlearn: 0.4798618\ttotal: 5.32s\tremaining: 3.5s\n181:\tlearn: 0.4797572\ttotal: 5.36s\tremaining: 3.47s\n182:\tlearn: 0.4796569\ttotal: 5.39s\tremaining: 3.44s\n183:\tlearn: 0.4795900\ttotal: 5.42s\tremaining: 3.42s\n184:\tlearn: 0.4795011\ttotal: 5.46s\tremaining: 3.39s\n185:\tlearn: 0.4794276\ttotal: 5.5s\tremaining: 3.37s\n186:\tlearn: 0.4793577\ttotal: 5.53s\tremaining: 3.34s\n187:\tlearn: 0.4792571\ttotal: 5.55s\tremaining: 3.31s\n188:\tlearn: 0.4791945\ttotal: 5.58s\tremaining: 3.28s\n189:\tlearn: 0.4791466\ttotal: 5.61s\tremaining: 3.25s\n190:\tlearn: 0.4790473\ttotal: 5.64s\tremaining: 3.22s\n191:\tlearn: 0.4789315\ttotal: 5.66s\tremaining: 3.19s\n192:\tlearn: 0.4788209\ttotal: 5.69s\tremaining: 3.15s\n193:\tlearn: 0.4787599\ttotal: 5.72s\tremaining: 3.12s\n194:\tlearn: 0.4786945\ttotal: 5.75s\tremaining: 3.09s\n195:\tlearn: 0.4786032\ttotal: 5.77s\tremaining: 3.06s\n196:\tlearn: 0.4785342\ttotal: 5.8s\tremaining: 3.03s\n197:\tlearn: 0.4784649\ttotal: 5.83s\tremaining: 3s\n198:\tlearn: 0.4783599\ttotal: 5.86s\tremaining: 2.97s\n199:\tlearn: 0.4783063\ttotal: 5.89s\tremaining: 2.94s\n200:\tlearn: 0.4782239\ttotal: 5.92s\tremaining: 2.91s\n201:\tlearn: 0.4781330\ttotal: 5.95s\tremaining: 2.89s\n202:\tlearn: 0.4780578\ttotal: 5.98s\tremaining: 2.86s\n203:\tlearn: 0.4779868\ttotal: 6.01s\tremaining: 2.83s\n204:\tlearn: 0.4778939\ttotal: 6.04s\tremaining: 2.8s\n205:\tlearn: 0.4778439\ttotal: 6.07s\tremaining: 2.77s\n206:\tlearn: 0.4777868\ttotal: 6.1s\tremaining: 2.74s\n207:\tlearn: 0.4777015\ttotal: 6.12s\tremaining: 2.71s\n208:\tlearn: 0.4776421\ttotal: 6.16s\tremaining: 2.68s\n209:\tlearn: 0.4775842\ttotal: 6.19s\tremaining: 2.65s\n210:\tlearn: 0.4775054\ttotal: 6.22s\tremaining: 2.63s\n211:\tlearn: 0.4774485\ttotal: 6.25s\tremaining: 2.6s\n212:\tlearn: 0.4773526\ttotal: 6.28s\tremaining: 2.56s\n213:\tlearn: 0.4772696\ttotal: 6.31s\tremaining: 2.54s\n214:\tlearn: 0.4772118\ttotal: 6.34s\tremaining: 2.5s\n215:\tlearn: 0.4771564\ttotal: 6.37s\tremaining: 2.48s\n216:\tlearn: 0.4771009\ttotal: 6.39s\tremaining: 2.44s\n217:\tlearn: 0.4770212\ttotal: 6.42s\tremaining: 2.42s\n218:\tlearn: 0.4769490\ttotal: 6.45s\tremaining: 2.39s\n219:\tlearn: 0.4768897\ttotal: 6.48s\tremaining: 2.36s\n220:\tlearn: 0.4768354\ttotal: 6.51s\tremaining: 2.33s\n221:\tlearn: 0.4767519\ttotal: 6.54s\tremaining: 2.3s\n222:\tlearn: 0.4766894\ttotal: 6.57s\tremaining: 2.27s\n223:\tlearn: 0.4766020\ttotal: 6.6s\tremaining: 2.24s\n224:\tlearn: 0.4765362\ttotal: 6.63s\tremaining: 2.21s\n225:\tlearn: 0.4764627\ttotal: 6.66s\tremaining: 2.18s\n226:\tlearn: 0.4764048\ttotal: 6.68s\tremaining: 2.15s\n227:\tlearn: 0.4763495\ttotal: 6.71s\tremaining: 2.12s\n228:\tlearn: 0.4762761\ttotal: 6.74s\tremaining: 2.09s\n229:\tlearn: 0.4762289\ttotal: 6.76s\tremaining: 2.06s\n230:\tlearn: 0.4761538\ttotal: 6.79s\tremaining: 2.03s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "231:\tlearn: 0.4761049\ttotal: 6.82s\tremaining: 2s\n232:\tlearn: 0.4760161\ttotal: 6.84s\tremaining: 1.97s\n233:\tlearn: 0.4759575\ttotal: 6.87s\tremaining: 1.94s\n234:\tlearn: 0.4758909\ttotal: 6.89s\tremaining: 1.91s\n235:\tlearn: 0.4758229\ttotal: 6.92s\tremaining: 1.88s\n236:\tlearn: 0.4757814\ttotal: 6.94s\tremaining: 1.84s\n237:\tlearn: 0.4757240\ttotal: 6.97s\tremaining: 1.82s\n238:\tlearn: 0.4756501\ttotal: 7s\tremaining: 1.79s\n239:\tlearn: 0.4756034\ttotal: 7.03s\tremaining: 1.76s\n240:\tlearn: 0.4755649\ttotal: 7.06s\tremaining: 1.73s\n241:\tlearn: 0.4755124\ttotal: 7.1s\tremaining: 1.7s\n242:\tlearn: 0.4754475\ttotal: 7.13s\tremaining: 1.67s\n243:\tlearn: 0.4754144\ttotal: 7.16s\tremaining: 1.64s\n244:\tlearn: 0.4753737\ttotal: 7.18s\tremaining: 1.61s\n245:\tlearn: 0.4753152\ttotal: 7.21s\tremaining: 1.58s\n246:\tlearn: 0.4752723\ttotal: 7.24s\tremaining: 1.55s\n247:\tlearn: 0.4752110\ttotal: 7.27s\tremaining: 1.52s\n248:\tlearn: 0.4751648\ttotal: 7.3s\tremaining: 1.5s\n249:\tlearn: 0.4750903\ttotal: 7.34s\tremaining: 1.47s\n250:\tlearn: 0.4750343\ttotal: 7.37s\tremaining: 1.44s\n251:\tlearn: 0.4749783\ttotal: 7.41s\tremaining: 1.41s\n252:\tlearn: 0.4749144\ttotal: 7.44s\tremaining: 1.38s\n253:\tlearn: 0.4748312\ttotal: 7.46s\tremaining: 1.35s\n254:\tlearn: 0.4747747\ttotal: 7.49s\tremaining: 1.32s\n255:\tlearn: 0.4747059\ttotal: 7.52s\tremaining: 1.29s\n256:\tlearn: 0.4746580\ttotal: 7.55s\tremaining: 1.26s\n257:\tlearn: 0.4745733\ttotal: 7.58s\tremaining: 1.23s\n258:\tlearn: 0.4745358\ttotal: 7.61s\tremaining: 1.2s\n259:\tlearn: 0.4744903\ttotal: 7.64s\tremaining: 1.18s\n260:\tlearn: 0.4744609\ttotal: 7.67s\tremaining: 1.15s\n261:\tlearn: 0.4744014\ttotal: 7.7s\tremaining: 1.12s\n262:\tlearn: 0.4743461\ttotal: 7.73s\tremaining: 1.09s\n263:\tlearn: 0.4742595\ttotal: 7.75s\tremaining: 1.06s\n264:\tlearn: 0.4741998\ttotal: 7.78s\tremaining: 1.03s\n265:\tlearn: 0.4741609\ttotal: 7.81s\tremaining: 999ms\n266:\tlearn: 0.4740903\ttotal: 7.84s\tremaining: 969ms\n267:\tlearn: 0.4740429\ttotal: 7.87s\tremaining: 939ms\n268:\tlearn: 0.4739892\ttotal: 7.89s\tremaining: 909ms\n269:\tlearn: 0.4739382\ttotal: 7.92s\tremaining: 880ms\n270:\tlearn: 0.4738666\ttotal: 7.95s\tremaining: 850ms\n271:\tlearn: 0.4738330\ttotal: 7.97s\tremaining: 821ms\n272:\tlearn: 0.4737792\ttotal: 8s\tremaining: 791ms\n273:\tlearn: 0.4737244\ttotal: 8.03s\tremaining: 762ms\n274:\tlearn: 0.4736893\ttotal: 8.06s\tremaining: 733ms\n275:\tlearn: 0.4736295\ttotal: 8.09s\tremaining: 703ms\n276:\tlearn: 0.4735657\ttotal: 8.11s\tremaining: 674ms\n277:\tlearn: 0.4735187\ttotal: 8.14s\tremaining: 644ms\n278:\tlearn: 0.4734642\ttotal: 8.17s\tremaining: 615ms\n279:\tlearn: 0.4734043\ttotal: 8.2s\tremaining: 586ms\n280:\tlearn: 0.4733235\ttotal: 8.23s\tremaining: 557ms\n281:\tlearn: 0.4732700\ttotal: 8.27s\tremaining: 528ms\n282:\tlearn: 0.4732020\ttotal: 8.3s\tremaining: 498ms\n283:\tlearn: 0.4731743\ttotal: 8.33s\tremaining: 469ms\n284:\tlearn: 0.4731194\ttotal: 8.37s\tremaining: 440ms\n285:\tlearn: 0.4730615\ttotal: 8.41s\tremaining: 412ms\n286:\tlearn: 0.4730094\ttotal: 8.44s\tremaining: 382ms\n287:\tlearn: 0.4729751\ttotal: 8.48s\tremaining: 353ms\n288:\tlearn: 0.4729095\ttotal: 8.52s\tremaining: 324ms\n289:\tlearn: 0.4728755\ttotal: 8.55s\tremaining: 295ms\n290:\tlearn: 0.4728188\ttotal: 8.59s\tremaining: 266ms\n291:\tlearn: 0.4727731\ttotal: 8.62s\tremaining: 236ms\n292:\tlearn: 0.4727303\ttotal: 8.66s\tremaining: 207ms\n293:\tlearn: 0.4726518\ttotal: 8.7s\tremaining: 177ms\n294:\tlearn: 0.4725781\ttotal: 8.73s\tremaining: 148ms\n295:\tlearn: 0.4725331\ttotal: 8.77s\tremaining: 118ms\n296:\tlearn: 0.4724916\ttotal: 8.8s\tremaining: 88.9ms\n297:\tlearn: 0.4724246\ttotal: 8.83s\tremaining: 59.3ms\n298:\tlearn: 0.4723403\ttotal: 8.87s\tremaining: 29.7ms\n299:\tlearn: 0.4722876\ttotal: 8.89s\tremaining: 0us\n0:\tlearn: 0.6810260\ttotal: 28.8ms\tremaining: 8.62s\n1:\tlearn: 0.6696938\ttotal: 56.8ms\tremaining: 8.47s\n2:\tlearn: 0.6591254\ttotal: 83.1ms\tremaining: 8.22s\n3:\tlearn: 0.6489810\ttotal: 111ms\tremaining: 8.23s\n4:\tlearn: 0.6396084\ttotal: 138ms\tremaining: 8.12s\n5:\tlearn: 0.6306954\ttotal: 166ms\tremaining: 8.11s\n6:\tlearn: 0.6225745\ttotal: 204ms\tremaining: 8.54s\n7:\tlearn: 0.6147385\ttotal: 236ms\tremaining: 8.62s\n8:\tlearn: 0.6076061\ttotal: 273ms\tremaining: 8.83s\n9:\tlearn: 0.6007773\ttotal: 309ms\tremaining: 8.95s\n10:\tlearn: 0.5943598\ttotal: 345ms\tremaining: 9.07s\n11:\tlearn: 0.5883910\ttotal: 378ms\tremaining: 9.08s\n12:\tlearn: 0.5826019\ttotal: 413ms\tremaining: 9.11s\n13:\tlearn: 0.5774261\ttotal: 445ms\tremaining: 9.09s\n14:\tlearn: 0.5725787\ttotal: 476ms\tremaining: 9.04s\n15:\tlearn: 0.5679828\ttotal: 505ms\tremaining: 8.96s\n16:\tlearn: 0.5637433\ttotal: 535ms\tremaining: 8.9s\n17:\tlearn: 0.5596984\ttotal: 569ms\tremaining: 8.92s\n18:\tlearn: 0.5560953\ttotal: 601ms\tremaining: 8.88s\n19:\tlearn: 0.5526723\ttotal: 632ms\tremaining: 8.85s\n20:\tlearn: 0.5491257\ttotal: 665ms\tremaining: 8.84s\n21:\tlearn: 0.5458844\ttotal: 697ms\tremaining: 8.8s\n22:\tlearn: 0.5428517\ttotal: 728ms\tremaining: 8.77s\n23:\tlearn: 0.5400150\ttotal: 757ms\tremaining: 8.71s\n24:\tlearn: 0.5375463\ttotal: 784ms\tremaining: 8.63s\n25:\tlearn: 0.5350529\ttotal: 819ms\tremaining: 8.63s\n26:\tlearn: 0.5328963\ttotal: 856ms\tremaining: 8.65s\n27:\tlearn: 0.5307713\ttotal: 897ms\tremaining: 8.72s\n28:\tlearn: 0.5287464\ttotal: 930ms\tremaining: 8.69s\n29:\tlearn: 0.5266731\ttotal: 956ms\tremaining: 8.6s\n30:\tlearn: 0.5248454\ttotal: 982ms\tremaining: 8.52s\n31:\tlearn: 0.5230924\ttotal: 1.01s\tremaining: 8.43s\n32:\tlearn: 0.5214731\ttotal: 1.03s\tremaining: 8.36s\n33:\tlearn: 0.5200800\ttotal: 1.06s\tremaining: 8.31s\n34:\tlearn: 0.5186519\ttotal: 1.09s\tremaining: 8.23s\n35:\tlearn: 0.5173639\ttotal: 1.11s\tremaining: 8.18s\n36:\tlearn: 0.5159548\ttotal: 1.14s\tremaining: 8.1s\n37:\tlearn: 0.5146653\ttotal: 1.17s\tremaining: 8.04s\n38:\tlearn: 0.5134459\ttotal: 1.19s\tremaining: 7.99s\n39:\tlearn: 0.5123195\ttotal: 1.22s\tremaining: 7.93s\n40:\tlearn: 0.5114157\ttotal: 1.24s\tremaining: 7.86s\n41:\tlearn: 0.5104748\ttotal: 1.27s\tremaining: 7.8s\n42:\tlearn: 0.5095752\ttotal: 1.3s\tremaining: 7.78s\n43:\tlearn: 0.5086441\ttotal: 1.33s\tremaining: 7.75s\n44:\tlearn: 0.5078043\ttotal: 1.37s\tremaining: 7.74s\n45:\tlearn: 0.5069953\ttotal: 1.4s\tremaining: 7.73s\n46:\tlearn: 0.5061367\ttotal: 1.43s\tremaining: 7.67s\n47:\tlearn: 0.5053550\ttotal: 1.46s\tremaining: 7.66s\n48:\tlearn: 0.5046879\ttotal: 1.49s\tremaining: 7.65s\n49:\tlearn: 0.5040078\ttotal: 1.53s\tremaining: 7.66s\n50:\tlearn: 0.5034082\ttotal: 1.56s\tremaining: 7.64s\n51:\tlearn: 0.5027079\ttotal: 1.59s\tremaining: 7.6s\n52:\tlearn: 0.5021546\ttotal: 1.62s\tremaining: 7.56s\n53:\tlearn: 0.5016060\ttotal: 1.65s\tremaining: 7.51s\n54:\tlearn: 0.5011523\ttotal: 1.68s\tremaining: 7.5s\n55:\tlearn: 0.5006674\ttotal: 1.71s\tremaining: 7.44s\n56:\tlearn: 0.5001737\ttotal: 1.73s\tremaining: 7.38s\n57:\tlearn: 0.4997164\ttotal: 1.76s\tremaining: 7.33s\n58:\tlearn: 0.4992650\ttotal: 1.79s\tremaining: 7.32s\n59:\tlearn: 0.4988528\ttotal: 1.82s\tremaining: 7.3s\n60:\tlearn: 0.4984578\ttotal: 1.86s\tremaining: 7.28s\n61:\tlearn: 0.4980686\ttotal: 1.89s\tremaining: 7.25s\n62:\tlearn: 0.4976447\ttotal: 1.92s\tremaining: 7.22s\n63:\tlearn: 0.4972558\ttotal: 1.95s\tremaining: 7.18s\n64:\tlearn: 0.4969031\ttotal: 1.98s\tremaining: 7.14s\n65:\tlearn: 0.4965369\ttotal: 2s\tremaining: 7.11s\n66:\tlearn: 0.4962501\ttotal: 2.03s\tremaining: 7.07s\n67:\tlearn: 0.4959140\ttotal: 2.06s\tremaining: 7.04s\n68:\tlearn: 0.4955938\ttotal: 2.1s\tremaining: 7.02s\n69:\tlearn: 0.4953600\ttotal: 2.12s\tremaining: 6.98s\n70:\tlearn: 0.4950974\ttotal: 2.15s\tremaining: 6.94s\n71:\tlearn: 0.4948554\ttotal: 2.18s\tremaining: 6.9s\n72:\tlearn: 0.4945831\ttotal: 2.2s\tremaining: 6.86s\n73:\tlearn: 0.4942748\ttotal: 2.23s\tremaining: 6.82s\n74:\tlearn: 0.4940384\ttotal: 2.26s\tremaining: 6.79s\n75:\tlearn: 0.4937913\ttotal: 2.29s\tremaining: 6.75s\n76:\tlearn: 0.4935130\ttotal: 2.32s\tremaining: 6.71s\n77:\tlearn: 0.4932499\ttotal: 2.35s\tremaining: 6.68s\n78:\tlearn: 0.4929928\ttotal: 2.37s\tremaining: 6.63s\n79:\tlearn: 0.4928154\ttotal: 2.39s\tremaining: 6.58s\n80:\tlearn: 0.4926391\ttotal: 2.42s\tremaining: 6.55s\n81:\tlearn: 0.4923916\ttotal: 2.44s\tremaining: 6.5s\n82:\tlearn: 0.4922335\ttotal: 2.47s\tremaining: 6.46s\n83:\tlearn: 0.4920824\ttotal: 2.5s\tremaining: 6.42s\n84:\tlearn: 0.4918538\ttotal: 2.52s\tremaining: 6.39s\n85:\tlearn: 0.4916768\ttotal: 2.55s\tremaining: 6.36s\n86:\tlearn: 0.4914199\ttotal: 2.58s\tremaining: 6.32s\n87:\tlearn: 0.4911848\ttotal: 2.61s\tremaining: 6.28s\n88:\tlearn: 0.4910007\ttotal: 2.64s\tremaining: 6.25s\n89:\tlearn: 0.4908267\ttotal: 2.66s\tremaining: 6.22s\n90:\tlearn: 0.4906067\ttotal: 2.69s\tremaining: 6.17s\n91:\tlearn: 0.4904592\ttotal: 2.71s\tremaining: 6.14s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "92:\tlearn: 0.4903429\ttotal: 2.74s\tremaining: 6.1s\n93:\tlearn: 0.4901922\ttotal: 2.77s\tremaining: 6.07s\n94:\tlearn: 0.4900211\ttotal: 2.8s\tremaining: 6.04s\n95:\tlearn: 0.4898148\ttotal: 2.82s\tremaining: 6s\n96:\tlearn: 0.4896142\ttotal: 2.85s\tremaining: 5.96s\n97:\tlearn: 0.4894901\ttotal: 2.87s\tremaining: 5.92s\n98:\tlearn: 0.4893153\ttotal: 2.9s\tremaining: 5.89s\n99:\tlearn: 0.4891358\ttotal: 2.93s\tremaining: 5.86s\n100:\tlearn: 0.4889290\ttotal: 2.95s\tremaining: 5.82s\n101:\tlearn: 0.4887682\ttotal: 2.98s\tremaining: 5.78s\n102:\tlearn: 0.4885898\ttotal: 3.01s\tremaining: 5.75s\n103:\tlearn: 0.4884247\ttotal: 3.04s\tremaining: 5.72s\n104:\tlearn: 0.4882943\ttotal: 3.07s\tremaining: 5.7s\n105:\tlearn: 0.4881089\ttotal: 3.1s\tremaining: 5.68s\n106:\tlearn: 0.4879416\ttotal: 3.13s\tremaining: 5.64s\n107:\tlearn: 0.4878269\ttotal: 3.16s\tremaining: 5.61s\n108:\tlearn: 0.4876851\ttotal: 3.19s\tremaining: 5.58s\n109:\tlearn: 0.4875759\ttotal: 3.21s\tremaining: 5.54s\n110:\tlearn: 0.4874157\ttotal: 3.23s\tremaining: 5.51s\n111:\tlearn: 0.4872326\ttotal: 3.26s\tremaining: 5.47s\n112:\tlearn: 0.4870976\ttotal: 3.29s\tremaining: 5.44s\n113:\tlearn: 0.4870008\ttotal: 3.31s\tremaining: 5.4s\n114:\tlearn: 0.4868955\ttotal: 3.34s\tremaining: 5.37s\n115:\tlearn: 0.4867200\ttotal: 3.36s\tremaining: 5.33s\n116:\tlearn: 0.4866223\ttotal: 3.39s\tremaining: 5.3s\n117:\tlearn: 0.4864851\ttotal: 3.41s\tremaining: 5.26s\n118:\tlearn: 0.4863579\ttotal: 3.44s\tremaining: 5.22s\n119:\tlearn: 0.4862742\ttotal: 3.46s\tremaining: 5.19s\n120:\tlearn: 0.4862144\ttotal: 3.5s\tremaining: 5.17s\n121:\tlearn: 0.4861346\ttotal: 3.54s\tremaining: 5.16s\n122:\tlearn: 0.4860293\ttotal: 3.57s\tremaining: 5.14s\n123:\tlearn: 0.4858817\ttotal: 3.6s\tremaining: 5.11s\n124:\tlearn: 0.4858060\ttotal: 3.63s\tremaining: 5.09s\n125:\tlearn: 0.4856774\ttotal: 3.66s\tremaining: 5.05s\n126:\tlearn: 0.4855295\ttotal: 3.69s\tremaining: 5.02s\n127:\tlearn: 0.4853603\ttotal: 3.71s\tremaining: 4.99s\n128:\tlearn: 0.4852494\ttotal: 3.74s\tremaining: 4.96s\n129:\tlearn: 0.4851192\ttotal: 3.77s\tremaining: 4.94s\n130:\tlearn: 0.4850126\ttotal: 3.81s\tremaining: 4.91s\n131:\tlearn: 0.4848600\ttotal: 3.84s\tremaining: 4.89s\n132:\tlearn: 0.4847103\ttotal: 3.87s\tremaining: 4.86s\n133:\tlearn: 0.4846317\ttotal: 3.9s\tremaining: 4.83s\n134:\tlearn: 0.4845433\ttotal: 3.93s\tremaining: 4.81s\n135:\tlearn: 0.4844472\ttotal: 3.96s\tremaining: 4.78s\n136:\tlearn: 0.4843214\ttotal: 3.99s\tremaining: 4.75s\n137:\tlearn: 0.4842118\ttotal: 4.02s\tremaining: 4.71s\n138:\tlearn: 0.4841226\ttotal: 4.04s\tremaining: 4.68s\n139:\tlearn: 0.4840517\ttotal: 4.07s\tremaining: 4.65s\n140:\tlearn: 0.4839667\ttotal: 4.1s\tremaining: 4.63s\n141:\tlearn: 0.4838709\ttotal: 4.13s\tremaining: 4.6s\n142:\tlearn: 0.4837566\ttotal: 4.17s\tremaining: 4.57s\n143:\tlearn: 0.4836445\ttotal: 4.19s\tremaining: 4.54s\n144:\tlearn: 0.4835569\ttotal: 4.22s\tremaining: 4.51s\n145:\tlearn: 0.4834531\ttotal: 4.25s\tremaining: 4.49s\n146:\tlearn: 0.4833315\ttotal: 4.28s\tremaining: 4.45s\n147:\tlearn: 0.4832318\ttotal: 4.3s\tremaining: 4.42s\n148:\tlearn: 0.4831073\ttotal: 4.33s\tremaining: 4.39s\n149:\tlearn: 0.4830589\ttotal: 4.36s\tremaining: 4.36s\n150:\tlearn: 0.4829870\ttotal: 4.39s\tremaining: 4.33s\n151:\tlearn: 0.4828732\ttotal: 4.41s\tremaining: 4.29s\n152:\tlearn: 0.4827689\ttotal: 4.44s\tremaining: 4.27s\n153:\tlearn: 0.4827080\ttotal: 4.48s\tremaining: 4.24s\n154:\tlearn: 0.4826077\ttotal: 4.51s\tremaining: 4.22s\n155:\tlearn: 0.4825333\ttotal: 4.54s\tremaining: 4.2s\n156:\tlearn: 0.4824278\ttotal: 4.59s\tremaining: 4.18s\n157:\tlearn: 0.4823218\ttotal: 4.62s\tremaining: 4.16s\n158:\tlearn: 0.4822260\ttotal: 4.65s\tremaining: 4.12s\n159:\tlearn: 0.4821504\ttotal: 4.68s\tremaining: 4.09s\n160:\tlearn: 0.4820608\ttotal: 4.71s\tremaining: 4.07s\n161:\tlearn: 0.4819700\ttotal: 4.74s\tremaining: 4.04s\n162:\tlearn: 0.4819075\ttotal: 4.78s\tremaining: 4.02s\n163:\tlearn: 0.4818003\ttotal: 4.81s\tremaining: 3.99s\n164:\tlearn: 0.4817215\ttotal: 4.86s\tremaining: 3.98s\n165:\tlearn: 0.4816624\ttotal: 4.9s\tremaining: 3.95s\n166:\tlearn: 0.4815924\ttotal: 4.93s\tremaining: 3.93s\n167:\tlearn: 0.4815174\ttotal: 4.96s\tremaining: 3.9s\n168:\tlearn: 0.4814180\ttotal: 4.99s\tremaining: 3.87s\n169:\tlearn: 0.4813671\ttotal: 5.02s\tremaining: 3.84s\n170:\tlearn: 0.4812570\ttotal: 5.05s\tremaining: 3.81s\n171:\tlearn: 0.4811455\ttotal: 5.09s\tremaining: 3.79s\n172:\tlearn: 0.4810355\ttotal: 5.12s\tremaining: 3.76s\n173:\tlearn: 0.4809074\ttotal: 5.16s\tremaining: 3.74s\n174:\tlearn: 0.4808256\ttotal: 5.2s\tremaining: 3.72s\n175:\tlearn: 0.4807553\ttotal: 5.24s\tremaining: 3.69s\n176:\tlearn: 0.4807010\ttotal: 5.26s\tremaining: 3.66s\n177:\tlearn: 0.4806133\ttotal: 5.3s\tremaining: 3.63s\n178:\tlearn: 0.4804979\ttotal: 5.33s\tremaining: 3.6s\n179:\tlearn: 0.4804110\ttotal: 5.37s\tremaining: 3.58s\n180:\tlearn: 0.4803573\ttotal: 5.4s\tremaining: 3.55s\n181:\tlearn: 0.4802804\ttotal: 5.43s\tremaining: 3.52s\n182:\tlearn: 0.4802157\ttotal: 5.46s\tremaining: 3.49s\n183:\tlearn: 0.4801310\ttotal: 5.49s\tremaining: 3.46s\n184:\tlearn: 0.4800851\ttotal: 5.52s\tremaining: 3.43s\n185:\tlearn: 0.4800395\ttotal: 5.54s\tremaining: 3.4s\n186:\tlearn: 0.4799591\ttotal: 5.57s\tremaining: 3.37s\n187:\tlearn: 0.4799070\ttotal: 5.6s\tremaining: 3.34s\n188:\tlearn: 0.4798450\ttotal: 5.64s\tremaining: 3.31s\n189:\tlearn: 0.4797276\ttotal: 5.67s\tremaining: 3.28s\n190:\tlearn: 0.4796547\ttotal: 5.7s\tremaining: 3.25s\n191:\tlearn: 0.4795645\ttotal: 5.74s\tremaining: 3.23s\n192:\tlearn: 0.4794815\ttotal: 5.77s\tremaining: 3.2s\n193:\tlearn: 0.4794203\ttotal: 5.79s\tremaining: 3.17s\n194:\tlearn: 0.4793396\ttotal: 5.82s\tremaining: 3.14s\n195:\tlearn: 0.4792439\ttotal: 5.85s\tremaining: 3.11s\n196:\tlearn: 0.4791760\ttotal: 5.89s\tremaining: 3.08s\n197:\tlearn: 0.4791123\ttotal: 5.92s\tremaining: 3.05s\n198:\tlearn: 0.4790623\ttotal: 5.95s\tremaining: 3.02s\n199:\tlearn: 0.4789888\ttotal: 5.99s\tremaining: 2.99s\n200:\tlearn: 0.4789067\ttotal: 6.03s\tremaining: 2.97s\n201:\tlearn: 0.4788662\ttotal: 6.05s\tremaining: 2.94s\n202:\tlearn: 0.4787831\ttotal: 6.09s\tremaining: 2.91s\n203:\tlearn: 0.4787072\ttotal: 6.11s\tremaining: 2.88s\n204:\tlearn: 0.4786209\ttotal: 6.14s\tremaining: 2.85s\n205:\tlearn: 0.4785244\ttotal: 6.18s\tremaining: 2.82s\n206:\tlearn: 0.4784319\ttotal: 6.21s\tremaining: 2.79s\n207:\tlearn: 0.4783731\ttotal: 6.24s\tremaining: 2.76s\n208:\tlearn: 0.4783016\ttotal: 6.26s\tremaining: 2.73s\n209:\tlearn: 0.4782559\ttotal: 6.29s\tremaining: 2.69s\n210:\tlearn: 0.4781578\ttotal: 6.32s\tremaining: 2.67s\n211:\tlearn: 0.4780934\ttotal: 6.35s\tremaining: 2.64s\n212:\tlearn: 0.4780322\ttotal: 6.39s\tremaining: 2.61s\n213:\tlearn: 0.4779491\ttotal: 6.42s\tremaining: 2.58s\n214:\tlearn: 0.4778909\ttotal: 6.44s\tremaining: 2.55s\n215:\tlearn: 0.4777780\ttotal: 6.47s\tremaining: 2.52s\n216:\tlearn: 0.4777337\ttotal: 6.5s\tremaining: 2.48s\n217:\tlearn: 0.4776839\ttotal: 6.52s\tremaining: 2.45s\n218:\tlearn: 0.4775890\ttotal: 6.55s\tremaining: 2.42s\n219:\tlearn: 0.4775335\ttotal: 6.58s\tremaining: 2.39s\n220:\tlearn: 0.4774507\ttotal: 6.62s\tremaining: 2.37s\n221:\tlearn: 0.4773672\ttotal: 6.65s\tremaining: 2.33s\n222:\tlearn: 0.4773187\ttotal: 6.68s\tremaining: 2.31s\n223:\tlearn: 0.4772437\ttotal: 6.71s\tremaining: 2.27s\n224:\tlearn: 0.4771462\ttotal: 6.74s\tremaining: 2.25s\n225:\tlearn: 0.4770835\ttotal: 6.77s\tremaining: 2.21s\n226:\tlearn: 0.4770191\ttotal: 6.79s\tremaining: 2.18s\n227:\tlearn: 0.4769676\ttotal: 6.83s\tremaining: 2.16s\n228:\tlearn: 0.4768842\ttotal: 6.86s\tremaining: 2.13s\n229:\tlearn: 0.4768092\ttotal: 6.9s\tremaining: 2.1s\n230:\tlearn: 0.4767242\ttotal: 6.93s\tremaining: 2.07s\n231:\tlearn: 0.4766574\ttotal: 6.96s\tremaining: 2.04s\n232:\tlearn: 0.4765777\ttotal: 6.99s\tremaining: 2.01s\n233:\tlearn: 0.4765064\ttotal: 7.02s\tremaining: 1.98s\n234:\tlearn: 0.4764346\ttotal: 7.05s\tremaining: 1.95s\n235:\tlearn: 0.4763630\ttotal: 7.08s\tremaining: 1.92s\n236:\tlearn: 0.4762913\ttotal: 7.11s\tremaining: 1.89s\n237:\tlearn: 0.4762116\ttotal: 7.15s\tremaining: 1.86s\n238:\tlearn: 0.4761670\ttotal: 7.19s\tremaining: 1.83s\n239:\tlearn: 0.4761153\ttotal: 7.23s\tremaining: 1.81s\n240:\tlearn: 0.4760651\ttotal: 7.26s\tremaining: 1.78s\n241:\tlearn: 0.4760059\ttotal: 7.3s\tremaining: 1.75s\n242:\tlearn: 0.4759721\ttotal: 7.33s\tremaining: 1.72s\n243:\tlearn: 0.4758994\ttotal: 7.36s\tremaining: 1.69s\n244:\tlearn: 0.4758203\ttotal: 7.39s\tremaining: 1.66s\n245:\tlearn: 0.4757397\ttotal: 7.41s\tremaining: 1.63s\n246:\tlearn: 0.4756972\ttotal: 7.45s\tremaining: 1.6s\n247:\tlearn: 0.4756246\ttotal: 7.48s\tremaining: 1.57s\n248:\tlearn: 0.4755796\ttotal: 7.51s\tremaining: 1.54s\n249:\tlearn: 0.4755199\ttotal: 7.54s\tremaining: 1.51s\n250:\tlearn: 0.4754891\ttotal: 7.58s\tremaining: 1.48s\n251:\tlearn: 0.4754561\ttotal: 7.61s\tremaining: 1.45s\n252:\tlearn: 0.4753701\ttotal: 7.64s\tremaining: 1.42s\n253:\tlearn: 0.4752873\ttotal: 7.67s\tremaining: 1.39s\n254:\tlearn: 0.4751898\ttotal: 7.7s\tremaining: 1.36s\n255:\tlearn: 0.4751082\ttotal: 7.73s\tremaining: 1.33s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "256:\tlearn: 0.4750185\ttotal: 7.75s\tremaining: 1.3s\n257:\tlearn: 0.4749407\ttotal: 7.78s\tremaining: 1.27s\n258:\tlearn: 0.4748920\ttotal: 7.81s\tremaining: 1.24s\n259:\tlearn: 0.4748418\ttotal: 7.84s\tremaining: 1.21s\n260:\tlearn: 0.4747716\ttotal: 7.86s\tremaining: 1.17s\n261:\tlearn: 0.4747367\ttotal: 7.89s\tremaining: 1.15s\n262:\tlearn: 0.4746891\ttotal: 7.92s\tremaining: 1.11s\n263:\tlearn: 0.4746251\ttotal: 7.95s\tremaining: 1.08s\n264:\tlearn: 0.4745653\ttotal: 7.98s\tremaining: 1.05s\n265:\tlearn: 0.4745191\ttotal: 8.01s\tremaining: 1.02s\n266:\tlearn: 0.4744570\ttotal: 8.04s\tremaining: 994ms\n267:\tlearn: 0.4743783\ttotal: 8.07s\tremaining: 963ms\n268:\tlearn: 0.4742962\ttotal: 8.1s\tremaining: 933ms\n269:\tlearn: 0.4742556\ttotal: 8.13s\tremaining: 903ms\n270:\tlearn: 0.4742030\ttotal: 8.15s\tremaining: 873ms\n271:\tlearn: 0.4741506\ttotal: 8.19s\tremaining: 843ms\n272:\tlearn: 0.4740834\ttotal: 8.22s\tremaining: 813ms\n273:\tlearn: 0.4740322\ttotal: 8.24s\tremaining: 782ms\n274:\tlearn: 0.4739725\ttotal: 8.27s\tremaining: 752ms\n275:\tlearn: 0.4738916\ttotal: 8.3s\tremaining: 721ms\n276:\tlearn: 0.4738325\ttotal: 8.32s\tremaining: 691ms\n277:\tlearn: 0.4737657\ttotal: 8.35s\tremaining: 661ms\n278:\tlearn: 0.4737283\ttotal: 8.39s\tremaining: 632ms\n279:\tlearn: 0.4736662\ttotal: 8.43s\tremaining: 602ms\n280:\tlearn: 0.4736321\ttotal: 8.46s\tremaining: 572ms\n281:\tlearn: 0.4736024\ttotal: 8.5s\tremaining: 542ms\n282:\tlearn: 0.4735454\ttotal: 8.53s\tremaining: 512ms\n283:\tlearn: 0.4734799\ttotal: 8.56s\tremaining: 483ms\n284:\tlearn: 0.4734180\ttotal: 8.6s\tremaining: 453ms\n285:\tlearn: 0.4733476\ttotal: 8.64s\tremaining: 423ms\n286:\tlearn: 0.4732993\ttotal: 8.67s\tremaining: 393ms\n287:\tlearn: 0.4732582\ttotal: 8.69s\tremaining: 362ms\n288:\tlearn: 0.4732158\ttotal: 8.72s\tremaining: 332ms\n289:\tlearn: 0.4731727\ttotal: 8.75s\tremaining: 302ms\n290:\tlearn: 0.4731106\ttotal: 8.78s\tremaining: 272ms\n291:\tlearn: 0.4730407\ttotal: 8.82s\tremaining: 242ms\n292:\tlearn: 0.4729754\ttotal: 8.85s\tremaining: 211ms\n293:\tlearn: 0.4729327\ttotal: 8.88s\tremaining: 181ms\n294:\tlearn: 0.4728960\ttotal: 8.91s\tremaining: 151ms\n295:\tlearn: 0.4728556\ttotal: 8.93s\tremaining: 121ms\n296:\tlearn: 0.4728030\ttotal: 8.96s\tremaining: 90.5ms\n297:\tlearn: 0.4727451\ttotal: 8.99s\tremaining: 60.3ms\n298:\tlearn: 0.4726943\ttotal: 9.02s\tremaining: 30.2ms\n299:\tlearn: 0.4726460\ttotal: 9.06s\tremaining: 0us\n0:\tlearn: 0.6810268\ttotal: 28.5ms\tremaining: 8.53s\n1:\tlearn: 0.6696897\ttotal: 55.5ms\tremaining: 8.26s\n2:\tlearn: 0.6590971\ttotal: 85ms\tremaining: 8.41s\n3:\tlearn: 0.6489454\ttotal: 118ms\tremaining: 8.7s\n4:\tlearn: 0.6395920\ttotal: 150ms\tremaining: 8.86s\n5:\tlearn: 0.6306997\ttotal: 182ms\tremaining: 8.9s\n6:\tlearn: 0.6225898\ttotal: 218ms\tremaining: 9.14s\n7:\tlearn: 0.6147670\ttotal: 250ms\tremaining: 9.13s\n8:\tlearn: 0.6076350\ttotal: 278ms\tremaining: 9s\n9:\tlearn: 0.6007917\ttotal: 311ms\tremaining: 9.01s\n10:\tlearn: 0.5943523\ttotal: 339ms\tremaining: 8.92s\n11:\tlearn: 0.5884879\ttotal: 370ms\tremaining: 8.89s\n12:\tlearn: 0.5827056\ttotal: 397ms\tremaining: 8.77s\n13:\tlearn: 0.5775104\ttotal: 426ms\tremaining: 8.7s\n14:\tlearn: 0.5727174\ttotal: 455ms\tremaining: 8.65s\n15:\tlearn: 0.5683505\ttotal: 483ms\tremaining: 8.57s\n16:\tlearn: 0.5641048\ttotal: 514ms\tremaining: 8.56s\n17:\tlearn: 0.5601611\ttotal: 543ms\tremaining: 8.5s\n18:\tlearn: 0.5564511\ttotal: 572ms\tremaining: 8.45s\n19:\tlearn: 0.5528359\ttotal: 599ms\tremaining: 8.39s\n20:\tlearn: 0.5494837\ttotal: 630ms\tremaining: 8.36s\n21:\tlearn: 0.5463030\ttotal: 668ms\tremaining: 8.44s\n22:\tlearn: 0.5434883\ttotal: 700ms\tremaining: 8.43s\n23:\tlearn: 0.5405469\ttotal: 738ms\tremaining: 8.48s\n24:\tlearn: 0.5377290\ttotal: 768ms\tremaining: 8.45s\n25:\tlearn: 0.5355502\ttotal: 796ms\tremaining: 8.39s\n26:\tlearn: 0.5331983\ttotal: 828ms\tremaining: 8.37s\n27:\tlearn: 0.5309860\ttotal: 866ms\tremaining: 8.41s\n28:\tlearn: 0.5288637\ttotal: 902ms\tremaining: 8.43s\n29:\tlearn: 0.5268394\ttotal: 934ms\tremaining: 8.4s\n30:\tlearn: 0.5250883\ttotal: 963ms\tremaining: 8.35s\n31:\tlearn: 0.5234758\ttotal: 993ms\tremaining: 8.32s\n32:\tlearn: 0.5217517\ttotal: 1.03s\tremaining: 8.3s\n33:\tlearn: 0.5203592\ttotal: 1.05s\tremaining: 8.21s\n34:\tlearn: 0.5188449\ttotal: 1.08s\tremaining: 8.16s\n35:\tlearn: 0.5173829\ttotal: 1.1s\tremaining: 8.08s\n36:\tlearn: 0.5160506\ttotal: 1.13s\tremaining: 8.02s\n37:\tlearn: 0.5148641\ttotal: 1.16s\tremaining: 8s\n38:\tlearn: 0.5136935\ttotal: 1.19s\tremaining: 7.94s\n39:\tlearn: 0.5125592\ttotal: 1.21s\tremaining: 7.88s\n40:\tlearn: 0.5114991\ttotal: 1.24s\tremaining: 7.84s\n41:\tlearn: 0.5104236\ttotal: 1.26s\tremaining: 7.77s\n42:\tlearn: 0.5095399\ttotal: 1.29s\tremaining: 7.72s\n43:\tlearn: 0.5086434\ttotal: 1.31s\tremaining: 7.65s\n44:\tlearn: 0.5077646\ttotal: 1.34s\tremaining: 7.61s\n45:\tlearn: 0.5069527\ttotal: 1.37s\tremaining: 7.56s\n46:\tlearn: 0.5061490\ttotal: 1.4s\tremaining: 7.51s\n47:\tlearn: 0.5053434\ttotal: 1.42s\tremaining: 7.47s\n48:\tlearn: 0.5047055\ttotal: 1.45s\tremaining: 7.42s\n49:\tlearn: 0.5040375\ttotal: 1.48s\tremaining: 7.39s\n50:\tlearn: 0.5033905\ttotal: 1.51s\tremaining: 7.38s\n51:\tlearn: 0.5027292\ttotal: 1.54s\tremaining: 7.36s\n52:\tlearn: 0.5020960\ttotal: 1.58s\tremaining: 7.37s\n53:\tlearn: 0.5015528\ttotal: 1.62s\tremaining: 7.37s\n54:\tlearn: 0.5010248\ttotal: 1.66s\tremaining: 7.37s\n55:\tlearn: 0.5005861\ttotal: 1.69s\tremaining: 7.37s\n56:\tlearn: 0.5001593\ttotal: 1.73s\tremaining: 7.36s\n57:\tlearn: 0.4997712\ttotal: 1.76s\tremaining: 7.35s\n58:\tlearn: 0.4993332\ttotal: 1.8s\tremaining: 7.34s\n59:\tlearn: 0.4989350\ttotal: 1.83s\tremaining: 7.32s\n60:\tlearn: 0.4984672\ttotal: 1.86s\tremaining: 7.29s\n61:\tlearn: 0.4980777\ttotal: 1.89s\tremaining: 7.26s\n62:\tlearn: 0.4976539\ttotal: 1.92s\tremaining: 7.22s\n63:\tlearn: 0.4972443\ttotal: 1.95s\tremaining: 7.2s\n64:\tlearn: 0.4968873\ttotal: 1.99s\tremaining: 7.18s\n65:\tlearn: 0.4965389\ttotal: 2.02s\tremaining: 7.16s\n66:\tlearn: 0.4961823\ttotal: 2.05s\tremaining: 7.12s\n67:\tlearn: 0.4958544\ttotal: 2.08s\tremaining: 7.09s\n68:\tlearn: 0.4955070\ttotal: 2.11s\tremaining: 7.06s\n69:\tlearn: 0.4951998\ttotal: 2.14s\tremaining: 7.04s\n70:\tlearn: 0.4948894\ttotal: 2.17s\tremaining: 7.01s\n71:\tlearn: 0.4945827\ttotal: 2.2s\tremaining: 6.98s\n72:\tlearn: 0.4943008\ttotal: 2.24s\tremaining: 6.95s\n73:\tlearn: 0.4940493\ttotal: 2.27s\tremaining: 6.92s\n74:\tlearn: 0.4937375\ttotal: 2.29s\tremaining: 6.87s\n75:\tlearn: 0.4935316\ttotal: 2.32s\tremaining: 6.84s\n76:\tlearn: 0.4932724\ttotal: 2.35s\tremaining: 6.81s\n77:\tlearn: 0.4930529\ttotal: 2.38s\tremaining: 6.78s\n78:\tlearn: 0.4928752\ttotal: 2.41s\tremaining: 6.74s\n79:\tlearn: 0.4926735\ttotal: 2.44s\tremaining: 6.7s\n80:\tlearn: 0.4924411\ttotal: 2.46s\tremaining: 6.67s\n81:\tlearn: 0.4922247\ttotal: 2.49s\tremaining: 6.63s\n82:\tlearn: 0.4920120\ttotal: 2.52s\tremaining: 6.59s\n83:\tlearn: 0.4918052\ttotal: 2.55s\tremaining: 6.56s\n84:\tlearn: 0.4915560\ttotal: 2.58s\tremaining: 6.52s\n85:\tlearn: 0.4913124\ttotal: 2.6s\tremaining: 6.48s\n86:\tlearn: 0.4911347\ttotal: 2.63s\tremaining: 6.44s\n87:\tlearn: 0.4910009\ttotal: 2.66s\tremaining: 6.41s\n88:\tlearn: 0.4907915\ttotal: 2.69s\tremaining: 6.38s\n89:\tlearn: 0.4905915\ttotal: 2.72s\tremaining: 6.35s\n90:\tlearn: 0.4903737\ttotal: 2.76s\tremaining: 6.34s\n91:\tlearn: 0.4901701\ttotal: 2.8s\tremaining: 6.34s\n92:\tlearn: 0.4900170\ttotal: 2.84s\tremaining: 6.32s\n93:\tlearn: 0.4898980\ttotal: 2.88s\tremaining: 6.3s\n94:\tlearn: 0.4896993\ttotal: 2.91s\tremaining: 6.27s\n95:\tlearn: 0.4895218\ttotal: 2.94s\tremaining: 6.25s\n96:\tlearn: 0.4893223\ttotal: 2.98s\tremaining: 6.23s\n97:\tlearn: 0.4891993\ttotal: 3.01s\tremaining: 6.21s\n98:\tlearn: 0.4891079\ttotal: 3.05s\tremaining: 6.19s\n99:\tlearn: 0.4889974\ttotal: 3.08s\tremaining: 6.17s\n100:\tlearn: 0.4888708\ttotal: 3.11s\tremaining: 6.14s\n101:\tlearn: 0.4886691\ttotal: 3.15s\tremaining: 6.11s\n102:\tlearn: 0.4885384\ttotal: 3.18s\tremaining: 6.08s\n103:\tlearn: 0.4883271\ttotal: 3.21s\tremaining: 6.05s\n104:\tlearn: 0.4882153\ttotal: 3.24s\tremaining: 6.02s\n105:\tlearn: 0.4880808\ttotal: 3.27s\tremaining: 5.99s\n106:\tlearn: 0.4879268\ttotal: 3.3s\tremaining: 5.95s\n107:\tlearn: 0.4877865\ttotal: 3.32s\tremaining: 5.91s\n108:\tlearn: 0.4877066\ttotal: 3.36s\tremaining: 5.88s\n109:\tlearn: 0.4875361\ttotal: 3.39s\tremaining: 5.85s\n110:\tlearn: 0.4874081\ttotal: 3.42s\tremaining: 5.83s\n111:\tlearn: 0.4872613\ttotal: 3.45s\tremaining: 5.79s\n112:\tlearn: 0.4871447\ttotal: 3.48s\tremaining: 5.75s\n113:\tlearn: 0.4870130\ttotal: 3.51s\tremaining: 5.72s\n114:\tlearn: 0.4868665\ttotal: 3.54s\tremaining: 5.7s\n115:\tlearn: 0.4867211\ttotal: 3.58s\tremaining: 5.67s\n116:\tlearn: 0.4865779\ttotal: 3.6s\tremaining: 5.64s\n117:\tlearn: 0.4864821\ttotal: 3.63s\tremaining: 5.6s\n118:\tlearn: 0.4864031\ttotal: 3.66s\tremaining: 5.57s\n119:\tlearn: 0.4863223\ttotal: 3.69s\tremaining: 5.54s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "120:\tlearn: 0.4861698\ttotal: 3.73s\tremaining: 5.51s\n121:\tlearn: 0.4860664\ttotal: 3.76s\tremaining: 5.48s\n122:\tlearn: 0.4859444\ttotal: 3.79s\tremaining: 5.45s\n123:\tlearn: 0.4858668\ttotal: 3.81s\tremaining: 5.42s\n124:\tlearn: 0.4857264\ttotal: 3.85s\tremaining: 5.38s\n125:\tlearn: 0.4856133\ttotal: 3.87s\tremaining: 5.35s\n126:\tlearn: 0.4854515\ttotal: 3.9s\tremaining: 5.31s\n127:\tlearn: 0.4853584\ttotal: 3.92s\tremaining: 5.27s\n128:\tlearn: 0.4852183\ttotal: 3.95s\tremaining: 5.24s\n129:\tlearn: 0.4850450\ttotal: 3.98s\tremaining: 5.2s\n130:\tlearn: 0.4849628\ttotal: 4s\tremaining: 5.16s\n131:\tlearn: 0.4848567\ttotal: 4.03s\tremaining: 5.13s\n132:\tlearn: 0.4847744\ttotal: 4.07s\tremaining: 5.1s\n133:\tlearn: 0.4846943\ttotal: 4.1s\tremaining: 5.08s\n134:\tlearn: 0.4846109\ttotal: 4.13s\tremaining: 5.05s\n135:\tlearn: 0.4844815\ttotal: 4.16s\tremaining: 5.02s\n136:\tlearn: 0.4843574\ttotal: 4.19s\tremaining: 4.99s\n137:\tlearn: 0.4842276\ttotal: 4.22s\tremaining: 4.95s\n138:\tlearn: 0.4841614\ttotal: 4.25s\tremaining: 4.92s\n139:\tlearn: 0.4840935\ttotal: 4.27s\tremaining: 4.88s\n140:\tlearn: 0.4839794\ttotal: 4.3s\tremaining: 4.85s\n141:\tlearn: 0.4838616\ttotal: 4.32s\tremaining: 4.81s\n142:\tlearn: 0.4837183\ttotal: 4.35s\tremaining: 4.78s\n143:\tlearn: 0.4836356\ttotal: 4.38s\tremaining: 4.74s\n144:\tlearn: 0.4835365\ttotal: 4.41s\tremaining: 4.71s\n145:\tlearn: 0.4834408\ttotal: 4.43s\tremaining: 4.67s\n146:\tlearn: 0.4833515\ttotal: 4.46s\tremaining: 4.64s\n147:\tlearn: 0.4832660\ttotal: 4.49s\tremaining: 4.61s\n148:\tlearn: 0.4832019\ttotal: 4.52s\tremaining: 4.58s\n149:\tlearn: 0.4830923\ttotal: 4.55s\tremaining: 4.55s\n150:\tlearn: 0.4829960\ttotal: 4.58s\tremaining: 4.51s\n151:\tlearn: 0.4829483\ttotal: 4.61s\tremaining: 4.49s\n152:\tlearn: 0.4828946\ttotal: 4.64s\tremaining: 4.46s\n153:\tlearn: 0.4827924\ttotal: 4.67s\tremaining: 4.42s\n154:\tlearn: 0.4826727\ttotal: 4.7s\tremaining: 4.4s\n155:\tlearn: 0.4825699\ttotal: 4.74s\tremaining: 4.37s\n156:\tlearn: 0.4825113\ttotal: 4.78s\tremaining: 4.35s\n157:\tlearn: 0.4824544\ttotal: 4.81s\tremaining: 4.32s\n158:\tlearn: 0.4823835\ttotal: 4.84s\tremaining: 4.29s\n159:\tlearn: 0.4822853\ttotal: 4.87s\tremaining: 4.26s\n160:\tlearn: 0.4822281\ttotal: 4.91s\tremaining: 4.24s\n161:\tlearn: 0.4820973\ttotal: 4.93s\tremaining: 4.2s\n162:\tlearn: 0.4820068\ttotal: 4.96s\tremaining: 4.17s\n163:\tlearn: 0.4819063\ttotal: 4.99s\tremaining: 4.14s\n164:\tlearn: 0.4818447\ttotal: 5.02s\tremaining: 4.1s\n165:\tlearn: 0.4817759\ttotal: 5.04s\tremaining: 4.07s\n166:\tlearn: 0.4817104\ttotal: 5.07s\tremaining: 4.04s\n167:\tlearn: 0.4816143\ttotal: 5.1s\tremaining: 4.01s\n168:\tlearn: 0.4815341\ttotal: 5.13s\tremaining: 3.98s\n169:\tlearn: 0.4814654\ttotal: 5.16s\tremaining: 3.94s\n170:\tlearn: 0.4813560\ttotal: 5.19s\tremaining: 3.91s\n171:\tlearn: 0.4812748\ttotal: 5.21s\tremaining: 3.88s\n172:\tlearn: 0.4812094\ttotal: 5.24s\tremaining: 3.85s\n173:\tlearn: 0.4810922\ttotal: 5.27s\tremaining: 3.81s\n174:\tlearn: 0.4809887\ttotal: 5.29s\tremaining: 3.78s\n175:\tlearn: 0.4809445\ttotal: 5.32s\tremaining: 3.75s\n176:\tlearn: 0.4808798\ttotal: 5.35s\tremaining: 3.72s\n177:\tlearn: 0.4808210\ttotal: 5.38s\tremaining: 3.69s\n178:\tlearn: 0.4807222\ttotal: 5.41s\tremaining: 3.66s\n179:\tlearn: 0.4806820\ttotal: 5.44s\tremaining: 3.63s\n180:\tlearn: 0.4805742\ttotal: 5.47s\tremaining: 3.6s\n181:\tlearn: 0.4804749\ttotal: 5.5s\tremaining: 3.56s\n182:\tlearn: 0.4804006\ttotal: 5.53s\tremaining: 3.54s\n183:\tlearn: 0.4803358\ttotal: 5.56s\tremaining: 3.5s\n184:\tlearn: 0.4802700\ttotal: 5.59s\tremaining: 3.47s\n185:\tlearn: 0.4802196\ttotal: 5.61s\tremaining: 3.44s\n186:\tlearn: 0.4801262\ttotal: 5.64s\tremaining: 3.41s\n187:\tlearn: 0.4800540\ttotal: 5.67s\tremaining: 3.38s\n188:\tlearn: 0.4799361\ttotal: 5.7s\tremaining: 3.35s\n189:\tlearn: 0.4798525\ttotal: 5.73s\tremaining: 3.32s\n190:\tlearn: 0.4797572\ttotal: 5.77s\tremaining: 3.29s\n191:\tlearn: 0.4796857\ttotal: 5.8s\tremaining: 3.26s\n192:\tlearn: 0.4795911\ttotal: 5.83s\tremaining: 3.23s\n193:\tlearn: 0.4794768\ttotal: 5.86s\tremaining: 3.2s\n194:\tlearn: 0.4793738\ttotal: 5.9s\tremaining: 3.17s\n195:\tlearn: 0.4792834\ttotal: 5.92s\tremaining: 3.14s\n196:\tlearn: 0.4792351\ttotal: 5.95s\tremaining: 3.11s\n197:\tlearn: 0.4791428\ttotal: 5.97s\tremaining: 3.08s\n198:\tlearn: 0.4790288\ttotal: 6s\tremaining: 3.05s\n199:\tlearn: 0.4789536\ttotal: 6.03s\tremaining: 3.01s\n200:\tlearn: 0.4788761\ttotal: 6.05s\tremaining: 2.98s\n201:\tlearn: 0.4788199\ttotal: 6.09s\tremaining: 2.95s\n202:\tlearn: 0.4787501\ttotal: 6.12s\tremaining: 2.92s\n203:\tlearn: 0.4786901\ttotal: 6.16s\tremaining: 2.9s\n204:\tlearn: 0.4786473\ttotal: 6.18s\tremaining: 2.87s\n205:\tlearn: 0.4785432\ttotal: 6.21s\tremaining: 2.83s\n206:\tlearn: 0.4784812\ttotal: 6.24s\tremaining: 2.81s\n207:\tlearn: 0.4784190\ttotal: 6.28s\tremaining: 2.78s\n208:\tlearn: 0.4783817\ttotal: 6.31s\tremaining: 2.75s\n209:\tlearn: 0.4782945\ttotal: 6.34s\tremaining: 2.72s\n210:\tlearn: 0.4782250\ttotal: 6.38s\tremaining: 2.69s\n211:\tlearn: 0.4781640\ttotal: 6.41s\tremaining: 2.66s\n212:\tlearn: 0.4780855\ttotal: 6.45s\tremaining: 2.63s\n213:\tlearn: 0.4780071\ttotal: 6.48s\tremaining: 2.6s\n214:\tlearn: 0.4779543\ttotal: 6.52s\tremaining: 2.58s\n215:\tlearn: 0.4779180\ttotal: 6.54s\tremaining: 2.54s\n216:\tlearn: 0.4778516\ttotal: 6.58s\tremaining: 2.52s\n217:\tlearn: 0.4777773\ttotal: 6.6s\tremaining: 2.48s\n218:\tlearn: 0.4776930\ttotal: 6.64s\tremaining: 2.45s\n219:\tlearn: 0.4776136\ttotal: 6.67s\tremaining: 2.42s\n220:\tlearn: 0.4775244\ttotal: 6.7s\tremaining: 2.4s\n221:\tlearn: 0.4774954\ttotal: 6.74s\tremaining: 2.37s\n222:\tlearn: 0.4774425\ttotal: 6.77s\tremaining: 2.34s\n223:\tlearn: 0.4773595\ttotal: 6.81s\tremaining: 2.31s\n224:\tlearn: 0.4772939\ttotal: 6.84s\tremaining: 2.28s\n225:\tlearn: 0.4772367\ttotal: 6.88s\tremaining: 2.25s\n226:\tlearn: 0.4771683\ttotal: 6.91s\tremaining: 2.22s\n227:\tlearn: 0.4771067\ttotal: 6.94s\tremaining: 2.19s\n228:\tlearn: 0.4770394\ttotal: 6.97s\tremaining: 2.16s\n229:\tlearn: 0.4769590\ttotal: 6.99s\tremaining: 2.13s\n230:\tlearn: 0.4768988\ttotal: 7.02s\tremaining: 2.1s\n231:\tlearn: 0.4768511\ttotal: 7.05s\tremaining: 2.07s\n232:\tlearn: 0.4767678\ttotal: 7.08s\tremaining: 2.04s\n233:\tlearn: 0.4766941\ttotal: 7.11s\tremaining: 2s\n234:\tlearn: 0.4766137\ttotal: 7.14s\tremaining: 1.98s\n235:\tlearn: 0.4765793\ttotal: 7.17s\tremaining: 1.94s\n236:\tlearn: 0.4764991\ttotal: 7.19s\tremaining: 1.91s\n237:\tlearn: 0.4764300\ttotal: 7.22s\tremaining: 1.88s\n238:\tlearn: 0.4763590\ttotal: 7.25s\tremaining: 1.85s\n239:\tlearn: 0.4762919\ttotal: 7.28s\tremaining: 1.82s\n240:\tlearn: 0.4762490\ttotal: 7.3s\tremaining: 1.79s\n241:\tlearn: 0.4761590\ttotal: 7.33s\tremaining: 1.76s\n242:\tlearn: 0.4760757\ttotal: 7.36s\tremaining: 1.73s\n243:\tlearn: 0.4759809\ttotal: 7.38s\tremaining: 1.69s\n244:\tlearn: 0.4759040\ttotal: 7.41s\tremaining: 1.66s\n245:\tlearn: 0.4758697\ttotal: 7.43s\tremaining: 1.63s\n246:\tlearn: 0.4758222\ttotal: 7.46s\tremaining: 1.6s\n247:\tlearn: 0.4757463\ttotal: 7.49s\tremaining: 1.57s\n248:\tlearn: 0.4756634\ttotal: 7.51s\tremaining: 1.54s\n249:\tlearn: 0.4756023\ttotal: 7.55s\tremaining: 1.51s\n250:\tlearn: 0.4755454\ttotal: 7.58s\tremaining: 1.48s\n251:\tlearn: 0.4754855\ttotal: 7.6s\tremaining: 1.45s\n252:\tlearn: 0.4754357\ttotal: 7.63s\tremaining: 1.42s\n253:\tlearn: 0.4753742\ttotal: 7.66s\tremaining: 1.39s\n254:\tlearn: 0.4753102\ttotal: 7.69s\tremaining: 1.36s\n255:\tlearn: 0.4752559\ttotal: 7.73s\tremaining: 1.33s\n256:\tlearn: 0.4751896\ttotal: 7.76s\tremaining: 1.3s\n257:\tlearn: 0.4751483\ttotal: 7.8s\tremaining: 1.27s\n258:\tlearn: 0.4750858\ttotal: 7.83s\tremaining: 1.24s\n259:\tlearn: 0.4750541\ttotal: 7.86s\tremaining: 1.21s\n260:\tlearn: 0.4749875\ttotal: 7.89s\tremaining: 1.18s\n261:\tlearn: 0.4749395\ttotal: 7.92s\tremaining: 1.15s\n262:\tlearn: 0.4748630\ttotal: 7.95s\tremaining: 1.12s\n263:\tlearn: 0.4748134\ttotal: 7.98s\tremaining: 1.09s\n264:\tlearn: 0.4747585\ttotal: 8s\tremaining: 1.06s\n265:\tlearn: 0.4747134\ttotal: 8.03s\tremaining: 1.03s\n266:\tlearn: 0.4746778\ttotal: 8.06s\tremaining: 996ms\n267:\tlearn: 0.4746383\ttotal: 8.08s\tremaining: 965ms\n268:\tlearn: 0.4745980\ttotal: 8.11s\tremaining: 935ms\n269:\tlearn: 0.4745578\ttotal: 8.14s\tremaining: 905ms\n270:\tlearn: 0.4744900\ttotal: 8.18s\tremaining: 875ms\n271:\tlearn: 0.4744206\ttotal: 8.2s\tremaining: 844ms\n272:\tlearn: 0.4743588\ttotal: 8.23s\tremaining: 814ms\n273:\tlearn: 0.4743036\ttotal: 8.25s\tremaining: 783ms\n274:\tlearn: 0.4742285\ttotal: 8.28s\tremaining: 753ms\n275:\tlearn: 0.4741960\ttotal: 8.31s\tremaining: 723ms\n276:\tlearn: 0.4741356\ttotal: 8.35s\tremaining: 693ms\n277:\tlearn: 0.4740685\ttotal: 8.38s\tremaining: 663ms\n278:\tlearn: 0.4740199\ttotal: 8.41s\tremaining: 633ms\n279:\tlearn: 0.4739608\ttotal: 8.44s\tremaining: 603ms\n280:\tlearn: 0.4739035\ttotal: 8.46s\tremaining: 572ms\n281:\tlearn: 0.4738521\ttotal: 8.48s\tremaining: 542ms\n282:\tlearn: 0.4738074\ttotal: 8.52s\tremaining: 512ms\n283:\tlearn: 0.4737285\ttotal: 8.55s\tremaining: 482ms\n284:\tlearn: 0.4736890\ttotal: 8.58s\tremaining: 451ms\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "285:\tlearn: 0.4736279\ttotal: 8.61s\tremaining: 421ms\n286:\tlearn: 0.4735844\ttotal: 8.64s\tremaining: 391ms\n287:\tlearn: 0.4735449\ttotal: 8.66s\tremaining: 361ms\n288:\tlearn: 0.4735116\ttotal: 8.69s\tremaining: 331ms\n289:\tlearn: 0.4734363\ttotal: 8.72s\tremaining: 301ms\n290:\tlearn: 0.4733853\ttotal: 8.75s\tremaining: 271ms\n291:\tlearn: 0.4733333\ttotal: 8.79s\tremaining: 241ms\n292:\tlearn: 0.4732780\ttotal: 8.82s\tremaining: 211ms\n293:\tlearn: 0.4732190\ttotal: 8.86s\tremaining: 181ms\n294:\tlearn: 0.4731816\ttotal: 8.89s\tremaining: 151ms\n295:\tlearn: 0.4731438\ttotal: 8.93s\tremaining: 121ms\n296:\tlearn: 0.4731077\ttotal: 8.96s\tremaining: 90.5ms\n297:\tlearn: 0.4730682\ttotal: 8.98s\tremaining: 60.3ms\n298:\tlearn: 0.4730332\ttotal: 9.01s\tremaining: 30.1ms\n299:\tlearn: 0.4729815\ttotal: 9.04s\tremaining: 0us\n0:\tlearn: 0.6545129\ttotal: 31.2ms\tremaining: 9.33s\n1:\tlearn: 0.6235852\ttotal: 58.3ms\tremaining: 8.68s\n2:\tlearn: 0.5987023\ttotal: 85.4ms\tremaining: 8.45s\n3:\tlearn: 0.5789480\ttotal: 109ms\tremaining: 8.09s\n4:\tlearn: 0.5640959\ttotal: 136ms\tremaining: 8.01s\n5:\tlearn: 0.5511210\ttotal: 165ms\tremaining: 8.11s\n6:\tlearn: 0.5412013\ttotal: 193ms\tremaining: 8.06s\n7:\tlearn: 0.5329042\ttotal: 217ms\tremaining: 7.93s\n8:\tlearn: 0.5261516\ttotal: 245ms\tremaining: 7.92s\n9:\tlearn: 0.5205202\ttotal: 271ms\tremaining: 7.85s\n10:\tlearn: 0.5162127\ttotal: 307ms\tremaining: 8.06s\n11:\tlearn: 0.5123285\ttotal: 344ms\tremaining: 8.25s\n12:\tlearn: 0.5087245\ttotal: 381ms\tremaining: 8.42s\n13:\tlearn: 0.5060352\ttotal: 418ms\tremaining: 8.55s\n14:\tlearn: 0.5036918\ttotal: 457ms\tremaining: 8.68s\n15:\tlearn: 0.5018135\ttotal: 497ms\tremaining: 8.82s\n16:\tlearn: 0.5002135\ttotal: 533ms\tremaining: 8.88s\n17:\tlearn: 0.4986972\ttotal: 567ms\tremaining: 8.89s\n18:\tlearn: 0.4975548\ttotal: 601ms\tremaining: 8.88s\n19:\tlearn: 0.4965187\ttotal: 628ms\tremaining: 8.8s\n20:\tlearn: 0.4954625\ttotal: 656ms\tremaining: 8.71s\n21:\tlearn: 0.4946171\ttotal: 678ms\tremaining: 8.56s\n22:\tlearn: 0.4935601\ttotal: 705ms\tremaining: 8.49s\n23:\tlearn: 0.4928146\ttotal: 737ms\tremaining: 8.48s\n24:\tlearn: 0.4920512\ttotal: 768ms\tremaining: 8.45s\n25:\tlearn: 0.4913688\ttotal: 806ms\tremaining: 8.49s\n26:\tlearn: 0.4908942\ttotal: 836ms\tremaining: 8.45s\n27:\tlearn: 0.4902622\ttotal: 863ms\tremaining: 8.39s\n28:\tlearn: 0.4897105\ttotal: 894ms\tremaining: 8.36s\n29:\tlearn: 0.4892834\ttotal: 935ms\tremaining: 8.41s\n30:\tlearn: 0.4886244\ttotal: 970ms\tremaining: 8.42s\n31:\tlearn: 0.4880062\ttotal: 1s\tremaining: 8.4s\n32:\tlearn: 0.4875735\ttotal: 1.04s\tremaining: 8.44s\n33:\tlearn: 0.4871505\ttotal: 1.08s\tremaining: 8.42s\n34:\tlearn: 0.4868653\ttotal: 1.11s\tremaining: 8.43s\n35:\tlearn: 0.4864612\ttotal: 1.15s\tremaining: 8.44s\n36:\tlearn: 0.4859203\ttotal: 1.18s\tremaining: 8.38s\n37:\tlearn: 0.4855329\ttotal: 1.21s\tremaining: 8.34s\n38:\tlearn: 0.4851241\ttotal: 1.23s\tremaining: 8.26s\n39:\tlearn: 0.4845473\ttotal: 1.26s\tremaining: 8.22s\n40:\tlearn: 0.4843383\ttotal: 1.3s\tremaining: 8.21s\n41:\tlearn: 0.4838948\ttotal: 1.33s\tremaining: 8.15s\n42:\tlearn: 0.4835334\ttotal: 1.36s\tremaining: 8.14s\n43:\tlearn: 0.4833340\ttotal: 1.39s\tremaining: 8.09s\n44:\tlearn: 0.4830819\ttotal: 1.42s\tremaining: 8.06s\n45:\tlearn: 0.4827670\ttotal: 1.46s\tremaining: 8.06s\n46:\tlearn: 0.4824773\ttotal: 1.5s\tremaining: 8.06s\n47:\tlearn: 0.4821949\ttotal: 1.54s\tremaining: 8.07s\n48:\tlearn: 0.4816718\ttotal: 1.59s\tremaining: 8.12s\n49:\tlearn: 0.4814743\ttotal: 1.61s\tremaining: 8.08s\n50:\tlearn: 0.4811935\ttotal: 1.64s\tremaining: 8s\n51:\tlearn: 0.4809821\ttotal: 1.67s\tremaining: 7.95s\n52:\tlearn: 0.4806628\ttotal: 1.69s\tremaining: 7.9s\n53:\tlearn: 0.4803901\ttotal: 1.73s\tremaining: 7.88s\n54:\tlearn: 0.4799458\ttotal: 1.76s\tremaining: 7.86s\n55:\tlearn: 0.4796038\ttotal: 1.8s\tremaining: 7.86s\n56:\tlearn: 0.4794145\ttotal: 1.84s\tremaining: 7.84s\n57:\tlearn: 0.4790647\ttotal: 1.87s\tremaining: 7.82s\n58:\tlearn: 0.4787414\ttotal: 1.9s\tremaining: 7.78s\n59:\tlearn: 0.4783777\ttotal: 1.93s\tremaining: 7.73s\n60:\tlearn: 0.4781412\ttotal: 1.96s\tremaining: 7.68s\n61:\tlearn: 0.4778158\ttotal: 1.99s\tremaining: 7.64s\n62:\tlearn: 0.4775530\ttotal: 2.02s\tremaining: 7.59s\n63:\tlearn: 0.4773218\ttotal: 2.05s\tremaining: 7.57s\n64:\tlearn: 0.4770250\ttotal: 2.08s\tremaining: 7.51s\n65:\tlearn: 0.4768278\ttotal: 2.11s\tremaining: 7.48s\n66:\tlearn: 0.4766822\ttotal: 2.14s\tremaining: 7.45s\n67:\tlearn: 0.4765683\ttotal: 2.17s\tremaining: 7.4s\n68:\tlearn: 0.4763868\ttotal: 2.2s\tremaining: 7.35s\n69:\tlearn: 0.4761121\ttotal: 2.22s\tremaining: 7.3s\n70:\tlearn: 0.4758517\ttotal: 2.25s\tremaining: 7.26s\n71:\tlearn: 0.4755928\ttotal: 2.28s\tremaining: 7.22s\n72:\tlearn: 0.4753142\ttotal: 2.32s\tremaining: 7.2s\n73:\tlearn: 0.4751236\ttotal: 2.35s\tremaining: 7.19s\n74:\tlearn: 0.4749835\ttotal: 2.39s\tremaining: 7.16s\n75:\tlearn: 0.4747919\ttotal: 2.42s\tremaining: 7.12s\n76:\tlearn: 0.4746092\ttotal: 2.45s\tremaining: 7.1s\n77:\tlearn: 0.4744695\ttotal: 2.49s\tremaining: 7.08s\n78:\tlearn: 0.4742236\ttotal: 2.52s\tremaining: 7.06s\n79:\tlearn: 0.4741113\ttotal: 2.56s\tremaining: 7.03s\n80:\tlearn: 0.4739347\ttotal: 2.6s\tremaining: 7.03s\n81:\tlearn: 0.4738270\ttotal: 2.63s\tremaining: 7.01s\n82:\tlearn: 0.4735914\ttotal: 2.67s\tremaining: 6.98s\n83:\tlearn: 0.4734817\ttotal: 2.71s\tremaining: 6.96s\n84:\tlearn: 0.4732699\ttotal: 2.74s\tremaining: 6.94s\n85:\tlearn: 0.4731262\ttotal: 2.78s\tremaining: 6.91s\n86:\tlearn: 0.4729265\ttotal: 2.81s\tremaining: 6.89s\n87:\tlearn: 0.4727366\ttotal: 2.84s\tremaining: 6.85s\n88:\tlearn: 0.4724756\ttotal: 2.87s\tremaining: 6.8s\n89:\tlearn: 0.4723054\ttotal: 2.89s\tremaining: 6.75s\n90:\tlearn: 0.4721624\ttotal: 2.92s\tremaining: 6.7s\n91:\tlearn: 0.4719679\ttotal: 2.95s\tremaining: 6.66s\n92:\tlearn: 0.4717928\ttotal: 2.98s\tremaining: 6.64s\n93:\tlearn: 0.4716186\ttotal: 3.02s\tremaining: 6.62s\n94:\tlearn: 0.4714636\ttotal: 3.05s\tremaining: 6.59s\n95:\tlearn: 0.4712990\ttotal: 3.08s\tremaining: 6.55s\n96:\tlearn: 0.4710964\ttotal: 3.12s\tremaining: 6.52s\n97:\tlearn: 0.4709356\ttotal: 3.14s\tremaining: 6.48s\n98:\tlearn: 0.4707321\ttotal: 3.18s\tremaining: 6.45s\n99:\tlearn: 0.4705850\ttotal: 3.21s\tremaining: 6.41s\n100:\tlearn: 0.4703935\ttotal: 3.24s\tremaining: 6.39s\n101:\tlearn: 0.4702578\ttotal: 3.27s\tremaining: 6.34s\n102:\tlearn: 0.4700821\ttotal: 3.3s\tremaining: 6.31s\n103:\tlearn: 0.4699064\ttotal: 3.33s\tremaining: 6.29s\n104:\tlearn: 0.4697604\ttotal: 3.37s\tremaining: 6.26s\n105:\tlearn: 0.4696497\ttotal: 3.41s\tremaining: 6.24s\n106:\tlearn: 0.4695491\ttotal: 3.44s\tremaining: 6.2s\n107:\tlearn: 0.4694009\ttotal: 3.47s\tremaining: 6.17s\n108:\tlearn: 0.4692424\ttotal: 3.5s\tremaining: 6.14s\n109:\tlearn: 0.4691238\ttotal: 3.53s\tremaining: 6.1s\n110:\tlearn: 0.4690116\ttotal: 3.56s\tremaining: 6.07s\n111:\tlearn: 0.4689257\ttotal: 3.59s\tremaining: 6.03s\n112:\tlearn: 0.4687253\ttotal: 3.63s\tremaining: 6.01s\n113:\tlearn: 0.4686333\ttotal: 3.67s\tremaining: 5.99s\n114:\tlearn: 0.4684993\ttotal: 3.7s\tremaining: 5.96s\n115:\tlearn: 0.4683304\ttotal: 3.74s\tremaining: 5.93s\n116:\tlearn: 0.4681278\ttotal: 3.77s\tremaining: 5.9s\n117:\tlearn: 0.4680397\ttotal: 3.81s\tremaining: 5.87s\n118:\tlearn: 0.4678419\ttotal: 3.84s\tremaining: 5.84s\n119:\tlearn: 0.4676773\ttotal: 3.87s\tremaining: 5.81s\n120:\tlearn: 0.4675933\ttotal: 3.9s\tremaining: 5.78s\n121:\tlearn: 0.4674860\ttotal: 3.94s\tremaining: 5.74s\n122:\tlearn: 0.4673388\ttotal: 3.97s\tremaining: 5.71s\n123:\tlearn: 0.4672083\ttotal: 4s\tremaining: 5.67s\n124:\tlearn: 0.4670784\ttotal: 4.03s\tremaining: 5.64s\n125:\tlearn: 0.4669967\ttotal: 4.06s\tremaining: 5.61s\n126:\tlearn: 0.4669136\ttotal: 4.09s\tremaining: 5.57s\n127:\tlearn: 0.4667809\ttotal: 4.12s\tremaining: 5.54s\n128:\tlearn: 0.4666592\ttotal: 4.15s\tremaining: 5.5s\n129:\tlearn: 0.4665365\ttotal: 4.18s\tremaining: 5.47s\n130:\tlearn: 0.4663914\ttotal: 4.21s\tremaining: 5.43s\n131:\tlearn: 0.4662441\ttotal: 4.24s\tremaining: 5.39s\n132:\tlearn: 0.4661546\ttotal: 4.26s\tremaining: 5.35s\n133:\tlearn: 0.4660106\ttotal: 4.29s\tremaining: 5.31s\n134:\tlearn: 0.4658874\ttotal: 4.32s\tremaining: 5.28s\n135:\tlearn: 0.4658127\ttotal: 4.34s\tremaining: 5.24s\n136:\tlearn: 0.4657114\ttotal: 4.37s\tremaining: 5.2s\n137:\tlearn: 0.4656317\ttotal: 4.4s\tremaining: 5.17s\n138:\tlearn: 0.4654645\ttotal: 4.43s\tremaining: 5.13s\n139:\tlearn: 0.4653286\ttotal: 4.47s\tremaining: 5.1s\n140:\tlearn: 0.4651019\ttotal: 4.5s\tremaining: 5.08s\n141:\tlearn: 0.4649304\ttotal: 4.53s\tremaining: 5.04s\n142:\tlearn: 0.4647679\ttotal: 4.56s\tremaining: 5s\n143:\tlearn: 0.4646298\ttotal: 4.59s\tremaining: 4.97s\n144:\tlearn: 0.4644923\ttotal: 4.62s\tremaining: 4.93s\n145:\tlearn: 0.4643525\ttotal: 4.64s\tremaining: 4.89s\n146:\tlearn: 0.4642354\ttotal: 4.67s\tremaining: 4.86s\n147:\tlearn: 0.4640919\ttotal: 4.71s\tremaining: 4.83s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "148:\tlearn: 0.4639666\ttotal: 4.74s\tremaining: 4.8s\n149:\tlearn: 0.4638126\ttotal: 4.76s\tremaining: 4.76s\n150:\tlearn: 0.4637080\ttotal: 4.79s\tremaining: 4.73s\n151:\tlearn: 0.4635658\ttotal: 4.82s\tremaining: 4.69s\n152:\tlearn: 0.4634730\ttotal: 4.84s\tremaining: 4.65s\n153:\tlearn: 0.4633925\ttotal: 4.87s\tremaining: 4.62s\n154:\tlearn: 0.4632725\ttotal: 4.9s\tremaining: 4.58s\n155:\tlearn: 0.4631257\ttotal: 4.92s\tremaining: 4.55s\n156:\tlearn: 0.4630487\ttotal: 4.95s\tremaining: 4.51s\n157:\tlearn: 0.4629170\ttotal: 4.98s\tremaining: 4.47s\n158:\tlearn: 0.4628271\ttotal: 5s\tremaining: 4.44s\n159:\tlearn: 0.4627247\ttotal: 5.03s\tremaining: 4.4s\n160:\tlearn: 0.4625900\ttotal: 5.06s\tremaining: 4.37s\n161:\tlearn: 0.4624572\ttotal: 5.09s\tremaining: 4.33s\n162:\tlearn: 0.4623425\ttotal: 5.11s\tremaining: 4.3s\n163:\tlearn: 0.4621905\ttotal: 5.15s\tremaining: 4.27s\n164:\tlearn: 0.4621089\ttotal: 5.17s\tremaining: 4.23s\n165:\tlearn: 0.4619782\ttotal: 5.2s\tremaining: 4.2s\n166:\tlearn: 0.4618463\ttotal: 5.23s\tremaining: 4.17s\n167:\tlearn: 0.4617426\ttotal: 5.26s\tremaining: 4.14s\n168:\tlearn: 0.4615669\ttotal: 5.3s\tremaining: 4.11s\n169:\tlearn: 0.4615041\ttotal: 5.33s\tremaining: 4.07s\n170:\tlearn: 0.4613834\ttotal: 5.35s\tremaining: 4.04s\n171:\tlearn: 0.4612632\ttotal: 5.39s\tremaining: 4.01s\n172:\tlearn: 0.4611583\ttotal: 5.42s\tremaining: 3.98s\n173:\tlearn: 0.4610715\ttotal: 5.45s\tremaining: 3.94s\n174:\tlearn: 0.4609821\ttotal: 5.48s\tremaining: 3.91s\n175:\tlearn: 0.4608934\ttotal: 5.51s\tremaining: 3.88s\n176:\tlearn: 0.4607755\ttotal: 5.54s\tremaining: 3.85s\n177:\tlearn: 0.4606523\ttotal: 5.57s\tremaining: 3.82s\n178:\tlearn: 0.4605454\ttotal: 5.6s\tremaining: 3.79s\n179:\tlearn: 0.4604575\ttotal: 5.64s\tremaining: 3.76s\n180:\tlearn: 0.4603584\ttotal: 5.67s\tremaining: 3.73s\n181:\tlearn: 0.4602612\ttotal: 5.71s\tremaining: 3.7s\n182:\tlearn: 0.4601362\ttotal: 5.74s\tremaining: 3.67s\n183:\tlearn: 0.4600073\ttotal: 5.77s\tremaining: 3.64s\n184:\tlearn: 0.4599617\ttotal: 5.79s\tremaining: 3.6s\n185:\tlearn: 0.4597998\ttotal: 5.82s\tremaining: 3.57s\n186:\tlearn: 0.4597208\ttotal: 5.85s\tremaining: 3.53s\n187:\tlearn: 0.4596239\ttotal: 5.88s\tremaining: 3.5s\n188:\tlearn: 0.4595262\ttotal: 5.91s\tremaining: 3.47s\n189:\tlearn: 0.4594335\ttotal: 5.94s\tremaining: 3.44s\n190:\tlearn: 0.4593239\ttotal: 5.96s\tremaining: 3.4s\n191:\tlearn: 0.4592355\ttotal: 5.99s\tremaining: 3.37s\n192:\tlearn: 0.4591412\ttotal: 6.02s\tremaining: 3.34s\n193:\tlearn: 0.4590346\ttotal: 6.05s\tremaining: 3.31s\n194:\tlearn: 0.4589763\ttotal: 6.08s\tremaining: 3.27s\n195:\tlearn: 0.4588430\ttotal: 6.11s\tremaining: 3.24s\n196:\tlearn: 0.4587707\ttotal: 6.14s\tremaining: 3.21s\n197:\tlearn: 0.4586789\ttotal: 6.17s\tremaining: 3.18s\n198:\tlearn: 0.4585882\ttotal: 6.2s\tremaining: 3.15s\n199:\tlearn: 0.4584771\ttotal: 6.23s\tremaining: 3.11s\n200:\tlearn: 0.4583383\ttotal: 6.26s\tremaining: 3.08s\n201:\tlearn: 0.4582437\ttotal: 6.29s\tremaining: 3.05s\n202:\tlearn: 0.4581557\ttotal: 6.32s\tremaining: 3.02s\n203:\tlearn: 0.4580599\ttotal: 6.35s\tremaining: 2.99s\n204:\tlearn: 0.4579734\ttotal: 6.38s\tremaining: 2.96s\n205:\tlearn: 0.4578568\ttotal: 6.41s\tremaining: 2.92s\n206:\tlearn: 0.4577384\ttotal: 6.44s\tremaining: 2.89s\n207:\tlearn: 0.4576166\ttotal: 6.47s\tremaining: 2.86s\n208:\tlearn: 0.4575466\ttotal: 6.5s\tremaining: 2.83s\n209:\tlearn: 0.4574805\ttotal: 6.52s\tremaining: 2.8s\n210:\tlearn: 0.4573746\ttotal: 6.55s\tremaining: 2.76s\n211:\tlearn: 0.4572661\ttotal: 6.58s\tremaining: 2.73s\n212:\tlearn: 0.4571461\ttotal: 6.61s\tremaining: 2.7s\n213:\tlearn: 0.4570487\ttotal: 6.64s\tremaining: 2.67s\n214:\tlearn: 0.4569822\ttotal: 6.67s\tremaining: 2.64s\n215:\tlearn: 0.4569071\ttotal: 6.7s\tremaining: 2.6s\n216:\tlearn: 0.4568221\ttotal: 6.73s\tremaining: 2.57s\n217:\tlearn: 0.4567354\ttotal: 6.75s\tremaining: 2.54s\n218:\tlearn: 0.4566328\ttotal: 6.79s\tremaining: 2.51s\n219:\tlearn: 0.4565602\ttotal: 6.81s\tremaining: 2.48s\n220:\tlearn: 0.4564536\ttotal: 6.84s\tremaining: 2.45s\n221:\tlearn: 0.4563549\ttotal: 6.87s\tremaining: 2.42s\n222:\tlearn: 0.4562251\ttotal: 6.9s\tremaining: 2.38s\n223:\tlearn: 0.4561466\ttotal: 6.93s\tremaining: 2.35s\n224:\tlearn: 0.4560586\ttotal: 6.97s\tremaining: 2.32s\n225:\tlearn: 0.4559763\ttotal: 7s\tremaining: 2.29s\n226:\tlearn: 0.4558886\ttotal: 7.03s\tremaining: 2.26s\n227:\tlearn: 0.4557906\ttotal: 7.05s\tremaining: 2.23s\n228:\tlearn: 0.4556718\ttotal: 7.08s\tremaining: 2.19s\n229:\tlearn: 0.4555996\ttotal: 7.1s\tremaining: 2.16s\n230:\tlearn: 0.4555239\ttotal: 7.12s\tremaining: 2.13s\n231:\tlearn: 0.4554324\ttotal: 7.16s\tremaining: 2.1s\n232:\tlearn: 0.4553308\ttotal: 7.19s\tremaining: 2.07s\n233:\tlearn: 0.4552344\ttotal: 7.22s\tremaining: 2.04s\n234:\tlearn: 0.4551140\ttotal: 7.25s\tremaining: 2s\n235:\tlearn: 0.4549979\ttotal: 7.28s\tremaining: 1.98s\n236:\tlearn: 0.4549026\ttotal: 7.31s\tremaining: 1.94s\n237:\tlearn: 0.4548051\ttotal: 7.34s\tremaining: 1.91s\n238:\tlearn: 0.4547316\ttotal: 7.37s\tremaining: 1.88s\n239:\tlearn: 0.4546518\ttotal: 7.4s\tremaining: 1.85s\n240:\tlearn: 0.4545785\ttotal: 7.43s\tremaining: 1.82s\n241:\tlearn: 0.4544790\ttotal: 7.47s\tremaining: 1.79s\n242:\tlearn: 0.4544183\ttotal: 7.5s\tremaining: 1.76s\n243:\tlearn: 0.4543409\ttotal: 7.54s\tremaining: 1.73s\n244:\tlearn: 0.4542370\ttotal: 7.58s\tremaining: 1.7s\n245:\tlearn: 0.4541494\ttotal: 7.61s\tremaining: 1.67s\n246:\tlearn: 0.4540563\ttotal: 7.65s\tremaining: 1.64s\n247:\tlearn: 0.4539467\ttotal: 7.68s\tremaining: 1.61s\n248:\tlearn: 0.4538794\ttotal: 7.72s\tremaining: 1.58s\n249:\tlearn: 0.4538087\ttotal: 7.76s\tremaining: 1.55s\n250:\tlearn: 0.4537549\ttotal: 7.79s\tremaining: 1.52s\n251:\tlearn: 0.4536583\ttotal: 7.82s\tremaining: 1.49s\n252:\tlearn: 0.4535749\ttotal: 7.85s\tremaining: 1.46s\n253:\tlearn: 0.4535130\ttotal: 7.88s\tremaining: 1.43s\n254:\tlearn: 0.4534300\ttotal: 7.91s\tremaining: 1.4s\n255:\tlearn: 0.4533232\ttotal: 7.93s\tremaining: 1.36s\n256:\tlearn: 0.4532549\ttotal: 7.96s\tremaining: 1.33s\n257:\tlearn: 0.4531944\ttotal: 8s\tremaining: 1.3s\n258:\tlearn: 0.4531211\ttotal: 8.03s\tremaining: 1.27s\n259:\tlearn: 0.4530485\ttotal: 8.07s\tremaining: 1.24s\n260:\tlearn: 0.4529570\ttotal: 8.1s\tremaining: 1.21s\n261:\tlearn: 0.4528457\ttotal: 8.13s\tremaining: 1.18s\n262:\tlearn: 0.4527879\ttotal: 8.16s\tremaining: 1.15s\n263:\tlearn: 0.4527262\ttotal: 8.19s\tremaining: 1.12s\n264:\tlearn: 0.4526420\ttotal: 8.22s\tremaining: 1.08s\n265:\tlearn: 0.4525883\ttotal: 8.25s\tremaining: 1.05s\n266:\tlearn: 0.4524878\ttotal: 8.28s\tremaining: 1.02s\n267:\tlearn: 0.4523703\ttotal: 8.32s\tremaining: 993ms\n268:\tlearn: 0.4523006\ttotal: 8.35s\tremaining: 962ms\n269:\tlearn: 0.4522304\ttotal: 8.38s\tremaining: 931ms\n270:\tlearn: 0.4521666\ttotal: 8.41s\tremaining: 900ms\n271:\tlearn: 0.4520863\ttotal: 8.44s\tremaining: 869ms\n272:\tlearn: 0.4520252\ttotal: 8.47s\tremaining: 838ms\n273:\tlearn: 0.4519687\ttotal: 8.5s\tremaining: 807ms\n274:\tlearn: 0.4518822\ttotal: 8.53s\tremaining: 776ms\n275:\tlearn: 0.4518370\ttotal: 8.56s\tremaining: 744ms\n276:\tlearn: 0.4517592\ttotal: 8.59s\tremaining: 714ms\n277:\tlearn: 0.4516930\ttotal: 8.63s\tremaining: 683ms\n278:\tlearn: 0.4516239\ttotal: 8.65s\tremaining: 651ms\n279:\tlearn: 0.4515249\ttotal: 8.69s\tremaining: 620ms\n280:\tlearn: 0.4514596\ttotal: 8.72s\tremaining: 590ms\n281:\tlearn: 0.4514110\ttotal: 8.75s\tremaining: 559ms\n282:\tlearn: 0.4513437\ttotal: 8.79s\tremaining: 528ms\n283:\tlearn: 0.4512594\ttotal: 8.82s\tremaining: 497ms\n284:\tlearn: 0.4511767\ttotal: 8.86s\tremaining: 466ms\n285:\tlearn: 0.4511189\ttotal: 8.89s\tremaining: 435ms\n286:\tlearn: 0.4510426\ttotal: 8.92s\tremaining: 404ms\n287:\tlearn: 0.4509558\ttotal: 8.95s\tremaining: 373ms\n288:\tlearn: 0.4508859\ttotal: 8.98s\tremaining: 342ms\n289:\tlearn: 0.4507837\ttotal: 9.01s\tremaining: 311ms\n290:\tlearn: 0.4507381\ttotal: 9.05s\tremaining: 280ms\n291:\tlearn: 0.4506388\ttotal: 9.08s\tremaining: 249ms\n292:\tlearn: 0.4505568\ttotal: 9.11s\tremaining: 218ms\n293:\tlearn: 0.4504621\ttotal: 9.13s\tremaining: 186ms\n294:\tlearn: 0.4503970\ttotal: 9.16s\tremaining: 155ms\n295:\tlearn: 0.4503268\ttotal: 9.19s\tremaining: 124ms\n296:\tlearn: 0.4502592\ttotal: 9.22s\tremaining: 93.1ms\n297:\tlearn: 0.4502012\ttotal: 9.25s\tremaining: 62.1ms\n298:\tlearn: 0.4501255\ttotal: 9.28s\tremaining: 31ms\n299:\tlearn: 0.4500672\ttotal: 9.3s\tremaining: 0us\n0:\tlearn: 0.6544802\ttotal: 29.7ms\tremaining: 8.87s\n1:\tlearn: 0.6237651\ttotal: 62.7ms\tremaining: 9.34s\n2:\tlearn: 0.5994765\ttotal: 94ms\tremaining: 9.31s\n3:\tlearn: 0.5794919\ttotal: 124ms\tremaining: 9.2s\n4:\tlearn: 0.5638050\ttotal: 151ms\tremaining: 8.89s\n5:\tlearn: 0.5511128\ttotal: 177ms\tremaining: 8.69s\n6:\tlearn: 0.5407612\ttotal: 200ms\tremaining: 8.36s\n7:\tlearn: 0.5323607\ttotal: 224ms\tremaining: 8.19s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "8:\tlearn: 0.5258602\ttotal: 248ms\tremaining: 8.02s\n9:\tlearn: 0.5203250\ttotal: 275ms\tremaining: 7.98s\n10:\tlearn: 0.5160896\ttotal: 303ms\tremaining: 7.96s\n11:\tlearn: 0.5124723\ttotal: 335ms\tremaining: 8.04s\n12:\tlearn: 0.5097636\ttotal: 365ms\tremaining: 8.06s\n13:\tlearn: 0.5069623\ttotal: 393ms\tremaining: 8.03s\n14:\tlearn: 0.5044563\ttotal: 419ms\tremaining: 7.95s\n15:\tlearn: 0.5023479\ttotal: 445ms\tremaining: 7.91s\n16:\tlearn: 0.5008047\ttotal: 473ms\tremaining: 7.87s\n17:\tlearn: 0.4994025\ttotal: 503ms\tremaining: 7.89s\n18:\tlearn: 0.4980045\ttotal: 531ms\tremaining: 7.86s\n19:\tlearn: 0.4969050\ttotal: 558ms\tremaining: 7.81s\n20:\tlearn: 0.4956345\ttotal: 584ms\tremaining: 7.76s\n21:\tlearn: 0.4948141\ttotal: 609ms\tremaining: 7.69s\n22:\tlearn: 0.4937626\ttotal: 636ms\tremaining: 7.66s\n23:\tlearn: 0.4929364\ttotal: 668ms\tremaining: 7.68s\n24:\tlearn: 0.4921804\ttotal: 696ms\tremaining: 7.65s\n25:\tlearn: 0.4914859\ttotal: 726ms\tremaining: 7.64s\n26:\tlearn: 0.4908924\ttotal: 751ms\tremaining: 7.59s\n27:\tlearn: 0.4902538\ttotal: 779ms\tremaining: 7.56s\n28:\tlearn: 0.4897385\ttotal: 808ms\tremaining: 7.55s\n29:\tlearn: 0.4892564\ttotal: 838ms\tremaining: 7.54s\n30:\tlearn: 0.4886421\ttotal: 868ms\tremaining: 7.53s\n31:\tlearn: 0.4879878\ttotal: 896ms\tremaining: 7.5s\n32:\tlearn: 0.4875901\ttotal: 925ms\tremaining: 7.49s\n33:\tlearn: 0.4870163\ttotal: 956ms\tremaining: 7.48s\n34:\tlearn: 0.4867961\ttotal: 986ms\tremaining: 7.46s\n35:\tlearn: 0.4863082\ttotal: 1.01s\tremaining: 7.43s\n36:\tlearn: 0.4860194\ttotal: 1.04s\tremaining: 7.41s\n37:\tlearn: 0.4858294\ttotal: 1.06s\tremaining: 7.34s\n38:\tlearn: 0.4853764\ttotal: 1.09s\tremaining: 7.3s\n39:\tlearn: 0.4851394\ttotal: 1.12s\tremaining: 7.31s\n40:\tlearn: 0.4849374\ttotal: 1.15s\tremaining: 7.29s\n41:\tlearn: 0.4846252\ttotal: 1.18s\tremaining: 7.23s\n42:\tlearn: 0.4843562\ttotal: 1.21s\tremaining: 7.2s\n43:\tlearn: 0.4839934\ttotal: 1.23s\tremaining: 7.14s\n44:\tlearn: 0.4836098\ttotal: 1.25s\tremaining: 7.09s\n45:\tlearn: 0.4832607\ttotal: 1.28s\tremaining: 7.06s\n46:\tlearn: 0.4830001\ttotal: 1.31s\tremaining: 7.03s\n47:\tlearn: 0.4827472\ttotal: 1.33s\tremaining: 7s\n48:\tlearn: 0.4824574\ttotal: 1.36s\tremaining: 6.98s\n49:\tlearn: 0.4822122\ttotal: 1.39s\tremaining: 6.95s\n50:\tlearn: 0.4820502\ttotal: 1.42s\tremaining: 6.94s\n51:\tlearn: 0.4818795\ttotal: 1.45s\tremaining: 6.91s\n52:\tlearn: 0.4816703\ttotal: 1.48s\tremaining: 6.89s\n53:\tlearn: 0.4815562\ttotal: 1.51s\tremaining: 6.88s\n54:\tlearn: 0.4811929\ttotal: 1.54s\tremaining: 6.88s\n55:\tlearn: 0.4810011\ttotal: 1.58s\tremaining: 6.88s\n56:\tlearn: 0.4806997\ttotal: 1.61s\tremaining: 6.89s\n57:\tlearn: 0.4803710\ttotal: 1.65s\tremaining: 6.89s\n58:\tlearn: 0.4800657\ttotal: 1.68s\tremaining: 6.86s\n59:\tlearn: 0.4799536\ttotal: 1.71s\tremaining: 6.84s\n60:\tlearn: 0.4797906\ttotal: 1.73s\tremaining: 6.79s\n61:\tlearn: 0.4795840\ttotal: 1.76s\tremaining: 6.76s\n62:\tlearn: 0.4791633\ttotal: 1.79s\tremaining: 6.74s\n63:\tlearn: 0.4788875\ttotal: 1.82s\tremaining: 6.71s\n64:\tlearn: 0.4784875\ttotal: 1.85s\tremaining: 6.69s\n65:\tlearn: 0.4782970\ttotal: 1.88s\tremaining: 6.65s\n66:\tlearn: 0.4780923\ttotal: 1.9s\tremaining: 6.62s\n67:\tlearn: 0.4777672\ttotal: 1.93s\tremaining: 6.59s\n68:\tlearn: 0.4776282\ttotal: 1.96s\tremaining: 6.55s\n69:\tlearn: 0.4773505\ttotal: 1.99s\tremaining: 6.52s\n70:\tlearn: 0.4770677\ttotal: 2.01s\tremaining: 6.48s\n71:\tlearn: 0.4768149\ttotal: 2.04s\tremaining: 6.45s\n72:\tlearn: 0.4767223\ttotal: 2.06s\tremaining: 6.42s\n73:\tlearn: 0.4765132\ttotal: 2.09s\tremaining: 6.39s\n74:\tlearn: 0.4761940\ttotal: 2.12s\tremaining: 6.35s\n75:\tlearn: 0.4758849\ttotal: 2.15s\tremaining: 6.33s\n76:\tlearn: 0.4757302\ttotal: 2.17s\tremaining: 6.3s\n77:\tlearn: 0.4755699\ttotal: 2.2s\tremaining: 6.27s\n78:\tlearn: 0.4753289\ttotal: 2.23s\tremaining: 6.23s\n79:\tlearn: 0.4750144\ttotal: 2.26s\tremaining: 6.2s\n80:\tlearn: 0.4747808\ttotal: 2.28s\tremaining: 6.17s\n81:\tlearn: 0.4745585\ttotal: 2.31s\tremaining: 6.14s\n82:\tlearn: 0.4743425\ttotal: 2.33s\tremaining: 6.11s\n83:\tlearn: 0.4741356\ttotal: 2.36s\tremaining: 6.07s\n84:\tlearn: 0.4738970\ttotal: 2.39s\tremaining: 6.04s\n85:\tlearn: 0.4737713\ttotal: 2.42s\tremaining: 6.01s\n86:\tlearn: 0.4736252\ttotal: 2.44s\tremaining: 5.98s\n87:\tlearn: 0.4734532\ttotal: 2.47s\tremaining: 5.95s\n88:\tlearn: 0.4732794\ttotal: 2.5s\tremaining: 5.92s\n89:\tlearn: 0.4730598\ttotal: 2.52s\tremaining: 5.88s\n90:\tlearn: 0.4728944\ttotal: 2.55s\tremaining: 5.86s\n91:\tlearn: 0.4727054\ttotal: 2.58s\tremaining: 5.83s\n92:\tlearn: 0.4726207\ttotal: 2.6s\tremaining: 5.8s\n93:\tlearn: 0.4724413\ttotal: 2.63s\tremaining: 5.76s\n94:\tlearn: 0.4722496\ttotal: 2.66s\tremaining: 5.74s\n95:\tlearn: 0.4720324\ttotal: 2.68s\tremaining: 5.7s\n96:\tlearn: 0.4718561\ttotal: 2.71s\tremaining: 5.68s\n97:\tlearn: 0.4717484\ttotal: 2.74s\tremaining: 5.66s\n98:\tlearn: 0.4715756\ttotal: 2.77s\tremaining: 5.64s\n99:\tlearn: 0.4714684\ttotal: 2.81s\tremaining: 5.61s\n100:\tlearn: 0.4713760\ttotal: 2.83s\tremaining: 5.58s\n101:\tlearn: 0.4712543\ttotal: 2.86s\tremaining: 5.55s\n102:\tlearn: 0.4711362\ttotal: 2.89s\tremaining: 5.52s\n103:\tlearn: 0.4709924\ttotal: 2.92s\tremaining: 5.5s\n104:\tlearn: 0.4708182\ttotal: 2.94s\tremaining: 5.46s\n105:\tlearn: 0.4706306\ttotal: 2.96s\tremaining: 5.42s\n106:\tlearn: 0.4704506\ttotal: 2.99s\tremaining: 5.4s\n107:\tlearn: 0.4703332\ttotal: 3.02s\tremaining: 5.37s\n108:\tlearn: 0.4701601\ttotal: 3.05s\tremaining: 5.34s\n109:\tlearn: 0.4699111\ttotal: 3.08s\tremaining: 5.33s\n110:\tlearn: 0.4697652\ttotal: 3.12s\tremaining: 5.31s\n111:\tlearn: 0.4696576\ttotal: 3.15s\tremaining: 5.29s\n112:\tlearn: 0.4695049\ttotal: 3.18s\tremaining: 5.26s\n113:\tlearn: 0.4693698\ttotal: 3.21s\tremaining: 5.23s\n114:\tlearn: 0.4692244\ttotal: 3.24s\tremaining: 5.21s\n115:\tlearn: 0.4690674\ttotal: 3.27s\tremaining: 5.18s\n116:\tlearn: 0.4688898\ttotal: 3.3s\tremaining: 5.16s\n117:\tlearn: 0.4687948\ttotal: 3.33s\tremaining: 5.14s\n118:\tlearn: 0.4687045\ttotal: 3.36s\tremaining: 5.11s\n119:\tlearn: 0.4685500\ttotal: 3.39s\tremaining: 5.09s\n120:\tlearn: 0.4684214\ttotal: 3.42s\tremaining: 5.07s\n121:\tlearn: 0.4682607\ttotal: 3.45s\tremaining: 5.04s\n122:\tlearn: 0.4681631\ttotal: 3.48s\tremaining: 5.02s\n123:\tlearn: 0.4680128\ttotal: 3.52s\tremaining: 5s\n124:\tlearn: 0.4679179\ttotal: 3.55s\tremaining: 4.98s\n125:\tlearn: 0.4677811\ttotal: 3.59s\tremaining: 4.96s\n126:\tlearn: 0.4676080\ttotal: 3.62s\tremaining: 4.93s\n127:\tlearn: 0.4674859\ttotal: 3.65s\tremaining: 4.91s\n128:\tlearn: 0.4673985\ttotal: 3.69s\tremaining: 4.89s\n129:\tlearn: 0.4672019\ttotal: 3.72s\tremaining: 4.86s\n130:\tlearn: 0.4670822\ttotal: 3.76s\tremaining: 4.84s\n131:\tlearn: 0.4669398\ttotal: 3.79s\tremaining: 4.82s\n132:\tlearn: 0.4668639\ttotal: 3.82s\tremaining: 4.79s\n133:\tlearn: 0.4666688\ttotal: 3.85s\tremaining: 4.76s\n134:\tlearn: 0.4664931\ttotal: 3.88s\tremaining: 4.74s\n135:\tlearn: 0.4663700\ttotal: 3.92s\tremaining: 4.72s\n136:\tlearn: 0.4662777\ttotal: 3.95s\tremaining: 4.7s\n137:\tlearn: 0.4661316\ttotal: 3.98s\tremaining: 4.67s\n138:\tlearn: 0.4659777\ttotal: 4s\tremaining: 4.64s\n139:\tlearn: 0.4657699\ttotal: 4.04s\tremaining: 4.62s\n140:\tlearn: 0.4655958\ttotal: 4.07s\tremaining: 4.59s\n141:\tlearn: 0.4654295\ttotal: 4.11s\tremaining: 4.57s\n142:\tlearn: 0.4653034\ttotal: 4.14s\tremaining: 4.54s\n143:\tlearn: 0.4651649\ttotal: 4.17s\tremaining: 4.52s\n144:\tlearn: 0.4650554\ttotal: 4.2s\tremaining: 4.49s\n145:\tlearn: 0.4649003\ttotal: 4.23s\tremaining: 4.46s\n146:\tlearn: 0.4647580\ttotal: 4.27s\tremaining: 4.45s\n147:\tlearn: 0.4646025\ttotal: 4.3s\tremaining: 4.42s\n148:\tlearn: 0.4644823\ttotal: 4.34s\tremaining: 4.4s\n149:\tlearn: 0.4643532\ttotal: 4.37s\tremaining: 4.37s\n150:\tlearn: 0.4642709\ttotal: 4.4s\tremaining: 4.34s\n151:\tlearn: 0.4641204\ttotal: 4.44s\tremaining: 4.32s\n152:\tlearn: 0.4640399\ttotal: 4.47s\tremaining: 4.29s\n153:\tlearn: 0.4639182\ttotal: 4.51s\tremaining: 4.27s\n154:\tlearn: 0.4638092\ttotal: 4.54s\tremaining: 4.25s\n155:\tlearn: 0.4636164\ttotal: 4.57s\tremaining: 4.22s\n156:\tlearn: 0.4634691\ttotal: 4.61s\tremaining: 4.2s\n157:\tlearn: 0.4633636\ttotal: 4.64s\tremaining: 4.17s\n158:\tlearn: 0.4632363\ttotal: 4.68s\tremaining: 4.15s\n159:\tlearn: 0.4631274\ttotal: 4.71s\tremaining: 4.12s\n160:\tlearn: 0.4629995\ttotal: 4.75s\tremaining: 4.1s\n161:\tlearn: 0.4629024\ttotal: 4.78s\tremaining: 4.07s\n162:\tlearn: 0.4627642\ttotal: 4.81s\tremaining: 4.04s\n163:\tlearn: 0.4626794\ttotal: 4.84s\tremaining: 4.02s\n164:\tlearn: 0.4625167\ttotal: 4.88s\tremaining: 3.99s\n165:\tlearn: 0.4624304\ttotal: 4.92s\tremaining: 3.97s\n166:\tlearn: 0.4623208\ttotal: 4.95s\tremaining: 3.94s\n167:\tlearn: 0.4622313\ttotal: 4.99s\tremaining: 3.92s\n168:\tlearn: 0.4621339\ttotal: 5.03s\tremaining: 3.9s\n169:\tlearn: 0.4620759\ttotal: 5.06s\tremaining: 3.87s\n170:\tlearn: 0.4619517\ttotal: 5.1s\tremaining: 3.85s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "171:\tlearn: 0.4618569\ttotal: 5.13s\tremaining: 3.82s\n172:\tlearn: 0.4617496\ttotal: 5.17s\tremaining: 3.79s\n173:\tlearn: 0.4616458\ttotal: 5.2s\tremaining: 3.77s\n174:\tlearn: 0.4615282\ttotal: 5.24s\tremaining: 3.74s\n175:\tlearn: 0.4613979\ttotal: 5.26s\tremaining: 3.71s\n176:\tlearn: 0.4612814\ttotal: 5.29s\tremaining: 3.68s\n177:\tlearn: 0.4612019\ttotal: 5.33s\tremaining: 3.66s\n178:\tlearn: 0.4610649\ttotal: 5.37s\tremaining: 3.63s\n179:\tlearn: 0.4609463\ttotal: 5.4s\tremaining: 3.6s\n180:\tlearn: 0.4608366\ttotal: 5.43s\tremaining: 3.57s\n181:\tlearn: 0.4607101\ttotal: 5.47s\tremaining: 3.54s\n182:\tlearn: 0.4605660\ttotal: 5.51s\tremaining: 3.52s\n183:\tlearn: 0.4604915\ttotal: 5.54s\tremaining: 3.49s\n184:\tlearn: 0.4604134\ttotal: 5.57s\tremaining: 3.46s\n185:\tlearn: 0.4603220\ttotal: 5.6s\tremaining: 3.43s\n186:\tlearn: 0.4601991\ttotal: 5.64s\tremaining: 3.41s\n187:\tlearn: 0.4601455\ttotal: 5.67s\tremaining: 3.38s\n188:\tlearn: 0.4600830\ttotal: 5.7s\tremaining: 3.35s\n189:\tlearn: 0.4599605\ttotal: 5.74s\tremaining: 3.32s\n190:\tlearn: 0.4598599\ttotal: 5.78s\tremaining: 3.3s\n191:\tlearn: 0.4597737\ttotal: 5.81s\tremaining: 3.27s\n192:\tlearn: 0.4597005\ttotal: 5.84s\tremaining: 3.24s\n193:\tlearn: 0.4595747\ttotal: 5.87s\tremaining: 3.21s\n194:\tlearn: 0.4594714\ttotal: 5.91s\tremaining: 3.18s\n195:\tlearn: 0.4593557\ttotal: 5.95s\tremaining: 3.15s\n196:\tlearn: 0.4592548\ttotal: 5.98s\tremaining: 3.13s\n197:\tlearn: 0.4591362\ttotal: 6.01s\tremaining: 3.1s\n198:\tlearn: 0.4590404\ttotal: 6.05s\tremaining: 3.07s\n199:\tlearn: 0.4589347\ttotal: 6.08s\tremaining: 3.04s\n200:\tlearn: 0.4588671\ttotal: 6.11s\tremaining: 3.01s\n201:\tlearn: 0.4587915\ttotal: 6.14s\tremaining: 2.98s\n202:\tlearn: 0.4586823\ttotal: 6.18s\tremaining: 2.95s\n203:\tlearn: 0.4585856\ttotal: 6.22s\tremaining: 2.93s\n204:\tlearn: 0.4585062\ttotal: 6.25s\tremaining: 2.9s\n205:\tlearn: 0.4584505\ttotal: 6.28s\tremaining: 2.87s\n206:\tlearn: 0.4583162\ttotal: 6.32s\tremaining: 2.84s\n207:\tlearn: 0.4582026\ttotal: 6.36s\tremaining: 2.81s\n208:\tlearn: 0.4581285\ttotal: 6.39s\tremaining: 2.78s\n209:\tlearn: 0.4580116\ttotal: 6.42s\tremaining: 2.75s\n210:\tlearn: 0.4579351\ttotal: 6.45s\tremaining: 2.72s\n211:\tlearn: 0.4578181\ttotal: 6.49s\tremaining: 2.69s\n212:\tlearn: 0.4577152\ttotal: 6.53s\tremaining: 2.67s\n213:\tlearn: 0.4576531\ttotal: 6.56s\tremaining: 2.64s\n214:\tlearn: 0.4575633\ttotal: 6.61s\tremaining: 2.61s\n215:\tlearn: 0.4574830\ttotal: 6.65s\tremaining: 2.58s\n216:\tlearn: 0.4573857\ttotal: 6.68s\tremaining: 2.56s\n217:\tlearn: 0.4572939\ttotal: 6.72s\tremaining: 2.53s\n218:\tlearn: 0.4572157\ttotal: 6.76s\tremaining: 2.5s\n219:\tlearn: 0.4571143\ttotal: 6.79s\tremaining: 2.47s\n220:\tlearn: 0.4570272\ttotal: 6.82s\tremaining: 2.44s\n221:\tlearn: 0.4569077\ttotal: 6.85s\tremaining: 2.41s\n222:\tlearn: 0.4568073\ttotal: 6.88s\tremaining: 2.38s\n223:\tlearn: 0.4567448\ttotal: 6.91s\tremaining: 2.34s\n224:\tlearn: 0.4566337\ttotal: 6.93s\tremaining: 2.31s\n225:\tlearn: 0.4565416\ttotal: 6.97s\tremaining: 2.28s\n226:\tlearn: 0.4564738\ttotal: 7s\tremaining: 2.25s\n227:\tlearn: 0.4563909\ttotal: 7.03s\tremaining: 2.22s\n228:\tlearn: 0.4563100\ttotal: 7.06s\tremaining: 2.19s\n229:\tlearn: 0.4562279\ttotal: 7.1s\tremaining: 2.16s\n230:\tlearn: 0.4561443\ttotal: 7.13s\tremaining: 2.13s\n231:\tlearn: 0.4560481\ttotal: 7.17s\tremaining: 2.1s\n232:\tlearn: 0.4559438\ttotal: 7.21s\tremaining: 2.07s\n233:\tlearn: 0.4558564\ttotal: 7.24s\tremaining: 2.04s\n234:\tlearn: 0.4557876\ttotal: 7.28s\tremaining: 2.01s\n235:\tlearn: 0.4556831\ttotal: 7.31s\tremaining: 1.98s\n236:\tlearn: 0.4556264\ttotal: 7.35s\tremaining: 1.95s\n237:\tlearn: 0.4555423\ttotal: 7.38s\tremaining: 1.92s\n238:\tlearn: 0.4554653\ttotal: 7.41s\tremaining: 1.89s\n239:\tlearn: 0.4553682\ttotal: 7.44s\tremaining: 1.86s\n240:\tlearn: 0.4553058\ttotal: 7.48s\tremaining: 1.83s\n241:\tlearn: 0.4552393\ttotal: 7.51s\tremaining: 1.8s\n242:\tlearn: 0.4551722\ttotal: 7.55s\tremaining: 1.77s\n243:\tlearn: 0.4550747\ttotal: 7.59s\tremaining: 1.74s\n244:\tlearn: 0.4550131\ttotal: 7.62s\tremaining: 1.71s\n245:\tlearn: 0.4549214\ttotal: 7.66s\tremaining: 1.68s\n246:\tlearn: 0.4548607\ttotal: 7.69s\tremaining: 1.65s\n247:\tlearn: 0.4547888\ttotal: 7.73s\tremaining: 1.62s\n248:\tlearn: 0.4547093\ttotal: 7.78s\tremaining: 1.59s\n249:\tlearn: 0.4546466\ttotal: 7.82s\tremaining: 1.56s\n250:\tlearn: 0.4545472\ttotal: 7.86s\tremaining: 1.53s\n251:\tlearn: 0.4544663\ttotal: 7.9s\tremaining: 1.5s\n252:\tlearn: 0.4543768\ttotal: 7.95s\tremaining: 1.48s\n253:\tlearn: 0.4543054\ttotal: 8s\tremaining: 1.45s\n254:\tlearn: 0.4542126\ttotal: 8.03s\tremaining: 1.42s\n255:\tlearn: 0.4541492\ttotal: 8.06s\tremaining: 1.39s\n256:\tlearn: 0.4540939\ttotal: 8.1s\tremaining: 1.35s\n257:\tlearn: 0.4539940\ttotal: 8.13s\tremaining: 1.32s\n258:\tlearn: 0.4539309\ttotal: 8.16s\tremaining: 1.29s\n259:\tlearn: 0.4538523\ttotal: 8.21s\tremaining: 1.26s\n260:\tlearn: 0.4537904\ttotal: 8.25s\tremaining: 1.23s\n261:\tlearn: 0.4537096\ttotal: 8.28s\tremaining: 1.2s\n262:\tlearn: 0.4536565\ttotal: 8.32s\tremaining: 1.17s\n263:\tlearn: 0.4535755\ttotal: 8.36s\tremaining: 1.14s\n264:\tlearn: 0.4535239\ttotal: 8.4s\tremaining: 1.11s\n265:\tlearn: 0.4534293\ttotal: 8.43s\tremaining: 1.08s\n266:\tlearn: 0.4533336\ttotal: 8.46s\tremaining: 1.04s\n267:\tlearn: 0.4532491\ttotal: 8.49s\tremaining: 1.01s\n268:\tlearn: 0.4531510\ttotal: 8.52s\tremaining: 982ms\n269:\tlearn: 0.4530506\ttotal: 8.55s\tremaining: 950ms\n270:\tlearn: 0.4529872\ttotal: 8.58s\tremaining: 918ms\n271:\tlearn: 0.4528924\ttotal: 8.61s\tremaining: 886ms\n272:\tlearn: 0.4528022\ttotal: 8.63s\tremaining: 854ms\n273:\tlearn: 0.4527379\ttotal: 8.67s\tremaining: 823ms\n274:\tlearn: 0.4526565\ttotal: 8.71s\tremaining: 792ms\n275:\tlearn: 0.4525617\ttotal: 8.75s\tremaining: 761ms\n276:\tlearn: 0.4524734\ttotal: 8.79s\tremaining: 730ms\n277:\tlearn: 0.4523622\ttotal: 8.82s\tremaining: 698ms\n278:\tlearn: 0.4522696\ttotal: 8.87s\tremaining: 667ms\n279:\tlearn: 0.4521959\ttotal: 8.91s\tremaining: 636ms\n280:\tlearn: 0.4521138\ttotal: 8.94s\tremaining: 605ms\n281:\tlearn: 0.4520389\ttotal: 8.97s\tremaining: 573ms\n282:\tlearn: 0.4519442\ttotal: 9.01s\tremaining: 541ms\n283:\tlearn: 0.4518557\ttotal: 9.04s\tremaining: 509ms\n284:\tlearn: 0.4517865\ttotal: 9.08s\tremaining: 478ms\n285:\tlearn: 0.4516780\ttotal: 9.11s\tremaining: 446ms\n286:\tlearn: 0.4515985\ttotal: 9.15s\tremaining: 414ms\n287:\tlearn: 0.4515427\ttotal: 9.18s\tremaining: 383ms\n288:\tlearn: 0.4514786\ttotal: 9.22s\tremaining: 351ms\n289:\tlearn: 0.4514068\ttotal: 9.25s\tremaining: 319ms\n290:\tlearn: 0.4513346\ttotal: 9.28s\tremaining: 287ms\n291:\tlearn: 0.4512499\ttotal: 9.31s\tremaining: 255ms\n292:\tlearn: 0.4511807\ttotal: 9.35s\tremaining: 223ms\n293:\tlearn: 0.4511116\ttotal: 9.38s\tremaining: 192ms\n294:\tlearn: 0.4510270\ttotal: 9.42s\tremaining: 160ms\n295:\tlearn: 0.4509414\ttotal: 9.47s\tremaining: 128ms\n296:\tlearn: 0.4508546\ttotal: 9.49s\tremaining: 95.9ms\n297:\tlearn: 0.4507875\ttotal: 9.53s\tremaining: 63.9ms\n298:\tlearn: 0.4507209\ttotal: 9.56s\tremaining: 32ms\n299:\tlearn: 0.4506456\ttotal: 9.59s\tremaining: 0us\n0:\tlearn: 0.6544804\ttotal: 29.1ms\tremaining: 8.69s\n1:\tlearn: 0.6237483\ttotal: 57.4ms\tremaining: 8.56s\n2:\tlearn: 0.5993905\ttotal: 87.9ms\tremaining: 8.71s\n3:\tlearn: 0.5790403\ttotal: 118ms\tremaining: 8.72s\n4:\tlearn: 0.5631060\ttotal: 160ms\tremaining: 9.43s\n5:\tlearn: 0.5499834\ttotal: 192ms\tremaining: 9.39s\n6:\tlearn: 0.5405739\ttotal: 224ms\tremaining: 9.38s\n7:\tlearn: 0.5321713\ttotal: 249ms\tremaining: 9.07s\n8:\tlearn: 0.5250835\ttotal: 276ms\tremaining: 8.91s\n9:\tlearn: 0.5194658\ttotal: 312ms\tremaining: 9.05s\n10:\tlearn: 0.5148134\ttotal: 349ms\tremaining: 9.18s\n11:\tlearn: 0.5115636\ttotal: 387ms\tremaining: 9.29s\n12:\tlearn: 0.5086117\ttotal: 423ms\tremaining: 9.33s\n13:\tlearn: 0.5057846\ttotal: 452ms\tremaining: 9.24s\n14:\tlearn: 0.5036705\ttotal: 481ms\tremaining: 9.14s\n15:\tlearn: 0.5018775\ttotal: 510ms\tremaining: 9.05s\n16:\tlearn: 0.5002608\ttotal: 540ms\tremaining: 8.98s\n17:\tlearn: 0.4986950\ttotal: 568ms\tremaining: 8.9s\n18:\tlearn: 0.4974193\ttotal: 596ms\tremaining: 8.81s\n19:\tlearn: 0.4962504\ttotal: 620ms\tremaining: 8.67s\n20:\tlearn: 0.4952367\ttotal: 642ms\tremaining: 8.53s\n21:\tlearn: 0.4942593\ttotal: 669ms\tremaining: 8.46s\n22:\tlearn: 0.4932988\ttotal: 698ms\tremaining: 8.41s\n23:\tlearn: 0.4924436\ttotal: 732ms\tremaining: 8.41s\n24:\tlearn: 0.4917081\ttotal: 766ms\tremaining: 8.43s\n25:\tlearn: 0.4912160\ttotal: 796ms\tremaining: 8.39s\n26:\tlearn: 0.4906883\ttotal: 828ms\tremaining: 8.37s\n27:\tlearn: 0.4900382\ttotal: 868ms\tremaining: 8.43s\n28:\tlearn: 0.4895033\ttotal: 906ms\tremaining: 8.47s\n29:\tlearn: 0.4888991\ttotal: 953ms\tremaining: 8.57s\n30:\tlearn: 0.4884790\ttotal: 990ms\tremaining: 8.59s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "31:\tlearn: 0.4879381\ttotal: 1.03s\tremaining: 8.61s\n32:\tlearn: 0.4873545\ttotal: 1.06s\tremaining: 8.62s\n33:\tlearn: 0.4869477\ttotal: 1.1s\tremaining: 8.6s\n34:\tlearn: 0.4864133\ttotal: 1.13s\tremaining: 8.57s\n35:\tlearn: 0.4861024\ttotal: 1.16s\tremaining: 8.53s\n36:\tlearn: 0.4858486\ttotal: 1.19s\tremaining: 8.48s\n37:\tlearn: 0.4855377\ttotal: 1.22s\tremaining: 8.42s\n38:\tlearn: 0.4852435\ttotal: 1.25s\tremaining: 8.36s\n39:\tlearn: 0.4849055\ttotal: 1.27s\tremaining: 8.26s\n40:\tlearn: 0.4845648\ttotal: 1.3s\tremaining: 8.19s\n41:\tlearn: 0.4841802\ttotal: 1.32s\tremaining: 8.12s\n42:\tlearn: 0.4838634\ttotal: 1.35s\tremaining: 8.07s\n43:\tlearn: 0.4836553\ttotal: 1.38s\tremaining: 8.02s\n44:\tlearn: 0.4834028\ttotal: 1.41s\tremaining: 7.98s\n45:\tlearn: 0.4830836\ttotal: 1.44s\tremaining: 7.94s\n46:\tlearn: 0.4827284\ttotal: 1.47s\tremaining: 7.89s\n47:\tlearn: 0.4825202\ttotal: 1.49s\tremaining: 7.84s\n48:\tlearn: 0.4822330\ttotal: 1.52s\tremaining: 7.8s\n49:\tlearn: 0.4820320\ttotal: 1.55s\tremaining: 7.76s\n50:\tlearn: 0.4816834\ttotal: 1.58s\tremaining: 7.71s\n51:\tlearn: 0.4815081\ttotal: 1.6s\tremaining: 7.65s\n52:\tlearn: 0.4812487\ttotal: 1.63s\tremaining: 7.6s\n53:\tlearn: 0.4808615\ttotal: 1.66s\tremaining: 7.55s\n54:\tlearn: 0.4806466\ttotal: 1.68s\tremaining: 7.5s\n55:\tlearn: 0.4803481\ttotal: 1.71s\tremaining: 7.45s\n56:\tlearn: 0.4800551\ttotal: 1.74s\tremaining: 7.4s\n57:\tlearn: 0.4796862\ttotal: 1.76s\tremaining: 7.34s\n58:\tlearn: 0.4794381\ttotal: 1.78s\tremaining: 7.29s\n59:\tlearn: 0.4790826\ttotal: 1.81s\tremaining: 7.23s\n60:\tlearn: 0.4788702\ttotal: 1.83s\tremaining: 7.18s\n61:\tlearn: 0.4786996\ttotal: 1.86s\tremaining: 7.15s\n62:\tlearn: 0.4784329\ttotal: 1.89s\tremaining: 7.1s\n63:\tlearn: 0.4781235\ttotal: 1.91s\tremaining: 7.05s\n64:\tlearn: 0.4778704\ttotal: 1.94s\tremaining: 7.01s\n65:\tlearn: 0.4774895\ttotal: 1.97s\tremaining: 6.97s\n66:\tlearn: 0.4773146\ttotal: 2s\tremaining: 6.94s\n67:\tlearn: 0.4771214\ttotal: 2.02s\tremaining: 6.89s\n68:\tlearn: 0.4768584\ttotal: 2.05s\tremaining: 6.85s\n69:\tlearn: 0.4766261\ttotal: 2.07s\tremaining: 6.8s\n70:\tlearn: 0.4764356\ttotal: 2.1s\tremaining: 6.76s\n71:\tlearn: 0.4762916\ttotal: 2.12s\tremaining: 6.72s\n72:\tlearn: 0.4760516\ttotal: 2.15s\tremaining: 6.68s\n73:\tlearn: 0.4757724\ttotal: 2.18s\tremaining: 6.66s\n74:\tlearn: 0.4755781\ttotal: 2.21s\tremaining: 6.64s\n75:\tlearn: 0.4752879\ttotal: 2.25s\tremaining: 6.63s\n76:\tlearn: 0.4751225\ttotal: 2.29s\tremaining: 6.62s\n77:\tlearn: 0.4750046\ttotal: 2.32s\tremaining: 6.61s\n78:\tlearn: 0.4747896\ttotal: 2.35s\tremaining: 6.58s\n79:\tlearn: 0.4746363\ttotal: 2.38s\tremaining: 6.55s\n80:\tlearn: 0.4744290\ttotal: 2.4s\tremaining: 6.5s\n81:\tlearn: 0.4741755\ttotal: 2.43s\tremaining: 6.47s\n82:\tlearn: 0.4739762\ttotal: 2.46s\tremaining: 6.42s\n83:\tlearn: 0.4737684\ttotal: 2.48s\tremaining: 6.39s\n84:\tlearn: 0.4736109\ttotal: 2.52s\tremaining: 6.37s\n85:\tlearn: 0.4734011\ttotal: 2.56s\tremaining: 6.37s\n86:\tlearn: 0.4732866\ttotal: 2.59s\tremaining: 6.35s\n87:\tlearn: 0.4731847\ttotal: 2.63s\tremaining: 6.33s\n88:\tlearn: 0.4730497\ttotal: 2.66s\tremaining: 6.31s\n89:\tlearn: 0.4728908\ttotal: 2.69s\tremaining: 6.27s\n90:\tlearn: 0.4727216\ttotal: 2.71s\tremaining: 6.23s\n91:\tlearn: 0.4725524\ttotal: 2.74s\tremaining: 6.2s\n92:\tlearn: 0.4723424\ttotal: 2.77s\tremaining: 6.16s\n93:\tlearn: 0.4721292\ttotal: 2.8s\tremaining: 6.13s\n94:\tlearn: 0.4719608\ttotal: 2.83s\tremaining: 6.11s\n95:\tlearn: 0.4717676\ttotal: 2.86s\tremaining: 6.07s\n96:\tlearn: 0.4715853\ttotal: 2.89s\tremaining: 6.05s\n97:\tlearn: 0.4714288\ttotal: 2.92s\tremaining: 6.02s\n98:\tlearn: 0.4712529\ttotal: 2.95s\tremaining: 5.99s\n99:\tlearn: 0.4711264\ttotal: 2.98s\tremaining: 5.96s\n100:\tlearn: 0.4708799\ttotal: 3.01s\tremaining: 5.92s\n101:\tlearn: 0.4707815\ttotal: 3.03s\tremaining: 5.89s\n102:\tlearn: 0.4705953\ttotal: 3.06s\tremaining: 5.86s\n103:\tlearn: 0.4704356\ttotal: 3.09s\tremaining: 5.83s\n104:\tlearn: 0.4703485\ttotal: 3.13s\tremaining: 5.81s\n105:\tlearn: 0.4702142\ttotal: 3.16s\tremaining: 5.78s\n106:\tlearn: 0.4700161\ttotal: 3.19s\tremaining: 5.76s\n107:\tlearn: 0.4698182\ttotal: 3.22s\tremaining: 5.73s\n108:\tlearn: 0.4697213\ttotal: 3.25s\tremaining: 5.7s\n109:\tlearn: 0.4696112\ttotal: 3.28s\tremaining: 5.67s\n110:\tlearn: 0.4694717\ttotal: 3.31s\tremaining: 5.64s\n111:\tlearn: 0.4693322\ttotal: 3.34s\tremaining: 5.61s\n112:\tlearn: 0.4691988\ttotal: 3.37s\tremaining: 5.58s\n113:\tlearn: 0.4690695\ttotal: 3.4s\tremaining: 5.55s\n114:\tlearn: 0.4689084\ttotal: 3.43s\tremaining: 5.52s\n115:\tlearn: 0.4687851\ttotal: 3.46s\tremaining: 5.48s\n116:\tlearn: 0.4685698\ttotal: 3.48s\tremaining: 5.45s\n117:\tlearn: 0.4684317\ttotal: 3.51s\tremaining: 5.42s\n118:\tlearn: 0.4682488\ttotal: 3.54s\tremaining: 5.39s\n119:\tlearn: 0.4680870\ttotal: 3.56s\tremaining: 5.35s\n120:\tlearn: 0.4679587\ttotal: 3.59s\tremaining: 5.32s\n121:\tlearn: 0.4678072\ttotal: 3.62s\tremaining: 5.28s\n122:\tlearn: 0.4676259\ttotal: 3.65s\tremaining: 5.25s\n123:\tlearn: 0.4674811\ttotal: 3.68s\tremaining: 5.22s\n124:\tlearn: 0.4673627\ttotal: 3.71s\tremaining: 5.19s\n125:\tlearn: 0.4672726\ttotal: 3.74s\tremaining: 5.16s\n126:\tlearn: 0.4671430\ttotal: 3.76s\tremaining: 5.13s\n127:\tlearn: 0.4669954\ttotal: 3.79s\tremaining: 5.1s\n128:\tlearn: 0.4668679\ttotal: 3.82s\tremaining: 5.07s\n129:\tlearn: 0.4667586\ttotal: 3.85s\tremaining: 5.04s\n130:\tlearn: 0.4665615\ttotal: 3.88s\tremaining: 5.01s\n131:\tlearn: 0.4664791\ttotal: 3.91s\tremaining: 4.98s\n132:\tlearn: 0.4663856\ttotal: 3.94s\tremaining: 4.95s\n133:\tlearn: 0.4662765\ttotal: 3.97s\tremaining: 4.92s\n134:\tlearn: 0.4661537\ttotal: 4.01s\tremaining: 4.9s\n135:\tlearn: 0.4660357\ttotal: 4.04s\tremaining: 4.87s\n136:\tlearn: 0.4658827\ttotal: 4.06s\tremaining: 4.83s\n137:\tlearn: 0.4656856\ttotal: 4.09s\tremaining: 4.8s\n138:\tlearn: 0.4655808\ttotal: 4.11s\tremaining: 4.76s\n139:\tlearn: 0.4654087\ttotal: 4.15s\tremaining: 4.74s\n140:\tlearn: 0.4653079\ttotal: 4.18s\tremaining: 4.72s\n141:\tlearn: 0.4651663\ttotal: 4.22s\tremaining: 4.69s\n142:\tlearn: 0.4650483\ttotal: 4.25s\tremaining: 4.67s\n143:\tlearn: 0.4649425\ttotal: 4.28s\tremaining: 4.64s\n144:\tlearn: 0.4648248\ttotal: 4.32s\tremaining: 4.61s\n145:\tlearn: 0.4646790\ttotal: 4.34s\tremaining: 4.58s\n146:\tlearn: 0.4645899\ttotal: 4.38s\tremaining: 4.56s\n147:\tlearn: 0.4644563\ttotal: 4.42s\tremaining: 4.54s\n148:\tlearn: 0.4643801\ttotal: 4.45s\tremaining: 4.51s\n149:\tlearn: 0.4642268\ttotal: 4.48s\tremaining: 4.48s\n150:\tlearn: 0.4640844\ttotal: 4.5s\tremaining: 4.45s\n151:\tlearn: 0.4639780\ttotal: 4.54s\tremaining: 4.42s\n152:\tlearn: 0.4638648\ttotal: 4.56s\tremaining: 4.38s\n153:\tlearn: 0.4637691\ttotal: 4.59s\tremaining: 4.35s\n154:\tlearn: 0.4636530\ttotal: 4.62s\tremaining: 4.33s\n155:\tlearn: 0.4635270\ttotal: 4.66s\tremaining: 4.3s\n156:\tlearn: 0.4634343\ttotal: 4.69s\tremaining: 4.27s\n157:\tlearn: 0.4633087\ttotal: 4.72s\tremaining: 4.25s\n158:\tlearn: 0.4631793\ttotal: 4.76s\tremaining: 4.22s\n159:\tlearn: 0.4630810\ttotal: 4.79s\tremaining: 4.19s\n160:\tlearn: 0.4629610\ttotal: 4.82s\tremaining: 4.16s\n161:\tlearn: 0.4628561\ttotal: 4.85s\tremaining: 4.13s\n162:\tlearn: 0.4627454\ttotal: 4.88s\tremaining: 4.1s\n163:\tlearn: 0.4626176\ttotal: 4.9s\tremaining: 4.07s\n164:\tlearn: 0.4625219\ttotal: 4.93s\tremaining: 4.04s\n165:\tlearn: 0.4624264\ttotal: 4.96s\tremaining: 4s\n166:\tlearn: 0.4623120\ttotal: 4.99s\tremaining: 3.97s\n167:\tlearn: 0.4621965\ttotal: 5.01s\tremaining: 3.94s\n168:\tlearn: 0.4620966\ttotal: 5.04s\tremaining: 3.91s\n169:\tlearn: 0.4620279\ttotal: 5.06s\tremaining: 3.87s\n170:\tlearn: 0.4619461\ttotal: 5.09s\tremaining: 3.84s\n171:\tlearn: 0.4618373\ttotal: 5.12s\tremaining: 3.81s\n172:\tlearn: 0.4616933\ttotal: 5.14s\tremaining: 3.77s\n173:\tlearn: 0.4615951\ttotal: 5.17s\tremaining: 3.74s\n174:\tlearn: 0.4615049\ttotal: 5.2s\tremaining: 3.71s\n175:\tlearn: 0.4613721\ttotal: 5.22s\tremaining: 3.68s\n176:\tlearn: 0.4612926\ttotal: 5.25s\tremaining: 3.65s\n177:\tlearn: 0.4611864\ttotal: 5.28s\tremaining: 3.62s\n178:\tlearn: 0.4611044\ttotal: 5.31s\tremaining: 3.59s\n179:\tlearn: 0.4609680\ttotal: 5.34s\tremaining: 3.56s\n180:\tlearn: 0.4608694\ttotal: 5.38s\tremaining: 3.54s\n181:\tlearn: 0.4607225\ttotal: 5.41s\tremaining: 3.51s\n182:\tlearn: 0.4605788\ttotal: 5.44s\tremaining: 3.48s\n183:\tlearn: 0.4604454\ttotal: 5.47s\tremaining: 3.45s\n184:\tlearn: 0.4603735\ttotal: 5.49s\tremaining: 3.41s\n185:\tlearn: 0.4602747\ttotal: 5.52s\tremaining: 3.38s\n186:\tlearn: 0.4601687\ttotal: 5.54s\tremaining: 3.35s\n187:\tlearn: 0.4600798\ttotal: 5.57s\tremaining: 3.32s\n188:\tlearn: 0.4599766\ttotal: 5.6s\tremaining: 3.29s\n189:\tlearn: 0.4598430\ttotal: 5.63s\tremaining: 3.26s\n190:\tlearn: 0.4597567\ttotal: 5.67s\tremaining: 3.23s\n191:\tlearn: 0.4596638\ttotal: 5.69s\tremaining: 3.2s\n192:\tlearn: 0.4595755\ttotal: 5.72s\tremaining: 3.17s\n193:\tlearn: 0.4594666\ttotal: 5.76s\tremaining: 3.15s\n194:\tlearn: 0.4593557\ttotal: 5.79s\tremaining: 3.12s\n195:\tlearn: 0.4592563\ttotal: 5.83s\tremaining: 3.09s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "196:\tlearn: 0.4591329\ttotal: 5.86s\tremaining: 3.06s\n197:\tlearn: 0.4590427\ttotal: 5.89s\tremaining: 3.04s\n198:\tlearn: 0.4589148\ttotal: 5.93s\tremaining: 3.01s\n199:\tlearn: 0.4588265\ttotal: 5.96s\tremaining: 2.98s\n200:\tlearn: 0.4587546\ttotal: 6s\tremaining: 2.95s\n201:\tlearn: 0.4586505\ttotal: 6.02s\tremaining: 2.92s\n202:\tlearn: 0.4585338\ttotal: 6.05s\tremaining: 2.89s\n203:\tlearn: 0.4584170\ttotal: 6.07s\tremaining: 2.86s\n204:\tlearn: 0.4583234\ttotal: 6.1s\tremaining: 2.83s\n205:\tlearn: 0.4582017\ttotal: 6.12s\tremaining: 2.79s\n206:\tlearn: 0.4581259\ttotal: 6.15s\tremaining: 2.76s\n207:\tlearn: 0.4580278\ttotal: 6.18s\tremaining: 2.73s\n208:\tlearn: 0.4579438\ttotal: 6.2s\tremaining: 2.7s\n209:\tlearn: 0.4578358\ttotal: 6.23s\tremaining: 2.67s\n210:\tlearn: 0.4577368\ttotal: 6.26s\tremaining: 2.64s\n211:\tlearn: 0.4576158\ttotal: 6.29s\tremaining: 2.61s\n212:\tlearn: 0.4575141\ttotal: 6.32s\tremaining: 2.58s\n213:\tlearn: 0.4574380\ttotal: 6.35s\tremaining: 2.55s\n214:\tlearn: 0.4573664\ttotal: 6.39s\tremaining: 2.52s\n215:\tlearn: 0.4572652\ttotal: 6.42s\tremaining: 2.5s\n216:\tlearn: 0.4571728\ttotal: 6.46s\tremaining: 2.47s\n217:\tlearn: 0.4571066\ttotal: 6.49s\tremaining: 2.44s\n218:\tlearn: 0.4569728\ttotal: 6.52s\tremaining: 2.41s\n219:\tlearn: 0.4568896\ttotal: 6.56s\tremaining: 2.38s\n220:\tlearn: 0.4567812\ttotal: 6.59s\tremaining: 2.35s\n221:\tlearn: 0.4567161\ttotal: 6.62s\tremaining: 2.33s\n222:\tlearn: 0.4565996\ttotal: 6.64s\tremaining: 2.29s\n223:\tlearn: 0.4565080\ttotal: 6.67s\tremaining: 2.26s\n224:\tlearn: 0.4564280\ttotal: 6.7s\tremaining: 2.23s\n225:\tlearn: 0.4563120\ttotal: 6.73s\tremaining: 2.2s\n226:\tlearn: 0.4562235\ttotal: 6.76s\tremaining: 2.17s\n227:\tlearn: 0.4561482\ttotal: 6.79s\tremaining: 2.14s\n228:\tlearn: 0.4560615\ttotal: 6.82s\tremaining: 2.12s\n229:\tlearn: 0.4559841\ttotal: 6.85s\tremaining: 2.08s\n230:\tlearn: 0.4558775\ttotal: 6.88s\tremaining: 2.06s\n231:\tlearn: 0.4557970\ttotal: 6.91s\tremaining: 2.02s\n232:\tlearn: 0.4556866\ttotal: 6.94s\tremaining: 2s\n233:\tlearn: 0.4555993\ttotal: 6.97s\tremaining: 1.97s\n234:\tlearn: 0.4555236\ttotal: 7s\tremaining: 1.94s\n235:\tlearn: 0.4554434\ttotal: 7.03s\tremaining: 1.91s\n236:\tlearn: 0.4553796\ttotal: 7.06s\tremaining: 1.88s\n237:\tlearn: 0.4552836\ttotal: 7.09s\tremaining: 1.85s\n238:\tlearn: 0.4552020\ttotal: 7.11s\tremaining: 1.81s\n239:\tlearn: 0.4551477\ttotal: 7.14s\tremaining: 1.78s\n240:\tlearn: 0.4550766\ttotal: 7.17s\tremaining: 1.75s\n241:\tlearn: 0.4549927\ttotal: 7.19s\tremaining: 1.72s\n242:\tlearn: 0.4548910\ttotal: 7.22s\tremaining: 1.69s\n243:\tlearn: 0.4548339\ttotal: 7.25s\tremaining: 1.66s\n244:\tlearn: 0.4547592\ttotal: 7.28s\tremaining: 1.63s\n245:\tlearn: 0.4547021\ttotal: 7.31s\tremaining: 1.6s\n246:\tlearn: 0.4546188\ttotal: 7.33s\tremaining: 1.57s\n247:\tlearn: 0.4545487\ttotal: 7.36s\tremaining: 1.54s\n248:\tlearn: 0.4544412\ttotal: 7.39s\tremaining: 1.51s\n249:\tlearn: 0.4543555\ttotal: 7.42s\tremaining: 1.48s\n250:\tlearn: 0.4542652\ttotal: 7.45s\tremaining: 1.45s\n251:\tlearn: 0.4541819\ttotal: 7.48s\tremaining: 1.42s\n252:\tlearn: 0.4541038\ttotal: 7.51s\tremaining: 1.39s\n253:\tlearn: 0.4540141\ttotal: 7.54s\tremaining: 1.36s\n254:\tlearn: 0.4539287\ttotal: 7.57s\tremaining: 1.34s\n255:\tlearn: 0.4538231\ttotal: 7.61s\tremaining: 1.31s\n256:\tlearn: 0.4537527\ttotal: 7.64s\tremaining: 1.28s\n257:\tlearn: 0.4536716\ttotal: 7.67s\tremaining: 1.25s\n258:\tlearn: 0.4535992\ttotal: 7.71s\tremaining: 1.22s\n259:\tlearn: 0.4535323\ttotal: 7.74s\tremaining: 1.19s\n260:\tlearn: 0.4534699\ttotal: 7.78s\tremaining: 1.16s\n261:\tlearn: 0.4533945\ttotal: 7.81s\tremaining: 1.13s\n262:\tlearn: 0.4532963\ttotal: 7.84s\tremaining: 1.1s\n263:\tlearn: 0.4532458\ttotal: 7.88s\tremaining: 1.07s\n264:\tlearn: 0.4531759\ttotal: 7.91s\tremaining: 1.04s\n265:\tlearn: 0.4530932\ttotal: 7.95s\tremaining: 1.01s\n266:\tlearn: 0.4530101\ttotal: 7.98s\tremaining: 986ms\n267:\tlearn: 0.4529410\ttotal: 8.02s\tremaining: 957ms\n268:\tlearn: 0.4528770\ttotal: 8.05s\tremaining: 927ms\n269:\tlearn: 0.4527740\ttotal: 8.08s\tremaining: 898ms\n270:\tlearn: 0.4526841\ttotal: 8.11s\tremaining: 868ms\n271:\tlearn: 0.4525673\ttotal: 8.14s\tremaining: 838ms\n272:\tlearn: 0.4525196\ttotal: 8.17s\tremaining: 808ms\n273:\tlearn: 0.4524467\ttotal: 8.2s\tremaining: 778ms\n274:\tlearn: 0.4523545\ttotal: 8.22s\tremaining: 747ms\n275:\tlearn: 0.4522705\ttotal: 8.25s\tremaining: 717ms\n276:\tlearn: 0.4521940\ttotal: 8.27s\tremaining: 687ms\n277:\tlearn: 0.4521003\ttotal: 8.29s\tremaining: 656ms\n278:\tlearn: 0.4520001\ttotal: 8.32s\tremaining: 626ms\n279:\tlearn: 0.4519495\ttotal: 8.35s\tremaining: 596ms\n280:\tlearn: 0.4518913\ttotal: 8.37s\tremaining: 566ms\n281:\tlearn: 0.4518548\ttotal: 8.4s\tremaining: 536ms\n282:\tlearn: 0.4517731\ttotal: 8.43s\tremaining: 507ms\n283:\tlearn: 0.4517001\ttotal: 8.46s\tremaining: 477ms\n284:\tlearn: 0.4516072\ttotal: 8.49s\tremaining: 447ms\n285:\tlearn: 0.4515513\ttotal: 8.52s\tremaining: 417ms\n286:\tlearn: 0.4514838\ttotal: 8.55s\tremaining: 387ms\n287:\tlearn: 0.4514281\ttotal: 8.57s\tremaining: 357ms\n288:\tlearn: 0.4513724\ttotal: 8.6s\tremaining: 327ms\n289:\tlearn: 0.4513286\ttotal: 8.63s\tremaining: 298ms\n290:\tlearn: 0.4512402\ttotal: 8.66s\tremaining: 268ms\n291:\tlearn: 0.4511614\ttotal: 8.68s\tremaining: 238ms\n292:\tlearn: 0.4511034\ttotal: 8.71s\tremaining: 208ms\n293:\tlearn: 0.4510491\ttotal: 8.73s\tremaining: 178ms\n294:\tlearn: 0.4509670\ttotal: 8.76s\tremaining: 148ms\n295:\tlearn: 0.4508983\ttotal: 8.78s\tremaining: 119ms\n296:\tlearn: 0.4508056\ttotal: 8.81s\tremaining: 89ms\n297:\tlearn: 0.4507186\ttotal: 8.84s\tremaining: 59.3ms\n298:\tlearn: 0.4506462\ttotal: 8.87s\tremaining: 29.7ms\n299:\tlearn: 0.4505800\ttotal: 8.9s\tremaining: 0us\n0:\tlearn: 0.6370450\ttotal: 25.7ms\tremaining: 7.68s\n1:\tlearn: 0.5974739\ttotal: 53.4ms\tremaining: 7.95s\n2:\tlearn: 0.5683652\ttotal: 78.9ms\tremaining: 7.81s\n3:\tlearn: 0.5482532\ttotal: 102ms\tremaining: 7.57s\n4:\tlearn: 0.5338317\ttotal: 129ms\tremaining: 7.59s\n5:\tlearn: 0.5237095\ttotal: 158ms\tremaining: 7.76s\n6:\tlearn: 0.5165226\ttotal: 188ms\tremaining: 7.87s\n7:\tlearn: 0.5108777\ttotal: 223ms\tremaining: 8.14s\n8:\tlearn: 0.5060687\ttotal: 254ms\tremaining: 8.22s\n9:\tlearn: 0.5029237\ttotal: 281ms\tremaining: 8.16s\n10:\tlearn: 0.5003131\ttotal: 310ms\tremaining: 8.14s\n11:\tlearn: 0.4983254\ttotal: 338ms\tremaining: 8.11s\n12:\tlearn: 0.4962517\ttotal: 367ms\tremaining: 8.11s\n13:\tlearn: 0.4948248\ttotal: 399ms\tremaining: 8.15s\n14:\tlearn: 0.4932620\ttotal: 436ms\tremaining: 8.29s\n15:\tlearn: 0.4918762\ttotal: 463ms\tremaining: 8.21s\n16:\tlearn: 0.4911619\ttotal: 495ms\tremaining: 8.23s\n17:\tlearn: 0.4899923\ttotal: 530ms\tremaining: 8.3s\n18:\tlearn: 0.4889808\ttotal: 565ms\tremaining: 8.35s\n19:\tlearn: 0.4883546\ttotal: 603ms\tremaining: 8.44s\n20:\tlearn: 0.4876766\ttotal: 640ms\tremaining: 8.51s\n21:\tlearn: 0.4868324\ttotal: 677ms\tremaining: 8.56s\n22:\tlearn: 0.4863861\ttotal: 711ms\tremaining: 8.56s\n23:\tlearn: 0.4856535\ttotal: 740ms\tremaining: 8.51s\n24:\tlearn: 0.4851422\ttotal: 774ms\tremaining: 8.51s\n25:\tlearn: 0.4845004\ttotal: 809ms\tremaining: 8.52s\n26:\tlearn: 0.4840483\ttotal: 841ms\tremaining: 8.51s\n27:\tlearn: 0.4836512\ttotal: 878ms\tremaining: 8.53s\n28:\tlearn: 0.4829516\ttotal: 920ms\tremaining: 8.6s\n29:\tlearn: 0.4823724\ttotal: 952ms\tremaining: 8.57s\n30:\tlearn: 0.4820630\ttotal: 985ms\tremaining: 8.55s\n31:\tlearn: 0.4817014\ttotal: 1.01s\tremaining: 8.49s\n32:\tlearn: 0.4813547\ttotal: 1.04s\tremaining: 8.44s\n33:\tlearn: 0.4809466\ttotal: 1.07s\tremaining: 8.4s\n34:\tlearn: 0.4806489\ttotal: 1.1s\tremaining: 8.34s\n35:\tlearn: 0.4802655\ttotal: 1.13s\tremaining: 8.31s\n36:\tlearn: 0.4796243\ttotal: 1.16s\tremaining: 8.27s\n37:\tlearn: 0.4791309\ttotal: 1.2s\tremaining: 8.28s\n38:\tlearn: 0.4786226\ttotal: 1.24s\tremaining: 8.28s\n39:\tlearn: 0.4782905\ttotal: 1.28s\tremaining: 8.29s\n40:\tlearn: 0.4779411\ttotal: 1.31s\tremaining: 8.29s\n41:\tlearn: 0.4776722\ttotal: 1.34s\tremaining: 8.25s\n42:\tlearn: 0.4772829\ttotal: 1.37s\tremaining: 8.21s\n43:\tlearn: 0.4769835\ttotal: 1.4s\tremaining: 8.16s\n44:\tlearn: 0.4766490\ttotal: 1.43s\tremaining: 8.12s\n45:\tlearn: 0.4763513\ttotal: 1.46s\tremaining: 8.08s\n46:\tlearn: 0.4760566\ttotal: 1.49s\tremaining: 8.03s\n47:\tlearn: 0.4758634\ttotal: 1.52s\tremaining: 7.99s\n48:\tlearn: 0.4755321\ttotal: 1.55s\tremaining: 7.95s\n49:\tlearn: 0.4752483\ttotal: 1.58s\tremaining: 7.9s\n50:\tlearn: 0.4749816\ttotal: 1.6s\tremaining: 7.83s\n51:\tlearn: 0.4747523\ttotal: 1.63s\tremaining: 7.76s\n52:\tlearn: 0.4745430\ttotal: 1.66s\tremaining: 7.74s\n53:\tlearn: 0.4743391\ttotal: 1.69s\tremaining: 7.71s\n54:\tlearn: 0.4739651\ttotal: 1.73s\tremaining: 7.68s\n55:\tlearn: 0.4736671\ttotal: 1.75s\tremaining: 7.65s\n56:\tlearn: 0.4732687\ttotal: 1.79s\tremaining: 7.62s\n57:\tlearn: 0.4730552\ttotal: 1.83s\tremaining: 7.64s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "58:\tlearn: 0.4727579\ttotal: 1.86s\tremaining: 7.61s\n59:\tlearn: 0.4725211\ttotal: 1.89s\tremaining: 7.57s\n60:\tlearn: 0.4722943\ttotal: 1.93s\tremaining: 7.54s\n61:\tlearn: 0.4719793\ttotal: 1.96s\tremaining: 7.52s\n62:\tlearn: 0.4717511\ttotal: 1.99s\tremaining: 7.48s\n63:\tlearn: 0.4714129\ttotal: 2.02s\tremaining: 7.46s\n64:\tlearn: 0.4712082\ttotal: 2.06s\tremaining: 7.45s\n65:\tlearn: 0.4709705\ttotal: 2.1s\tremaining: 7.44s\n66:\tlearn: 0.4707609\ttotal: 2.13s\tremaining: 7.42s\n67:\tlearn: 0.4705059\ttotal: 2.16s\tremaining: 7.38s\n68:\tlearn: 0.4702116\ttotal: 2.2s\tremaining: 7.35s\n69:\tlearn: 0.4700395\ttotal: 2.24s\tremaining: 7.37s\n70:\tlearn: 0.4698321\ttotal: 2.29s\tremaining: 7.38s\n71:\tlearn: 0.4696415\ttotal: 2.33s\tremaining: 7.37s\n72:\tlearn: 0.4693664\ttotal: 2.37s\tremaining: 7.38s\n73:\tlearn: 0.4691402\ttotal: 2.42s\tremaining: 7.39s\n74:\tlearn: 0.4690054\ttotal: 2.46s\tremaining: 7.39s\n75:\tlearn: 0.4688532\ttotal: 2.5s\tremaining: 7.38s\n76:\tlearn: 0.4686950\ttotal: 2.55s\tremaining: 7.38s\n77:\tlearn: 0.4684986\ttotal: 2.58s\tremaining: 7.36s\n78:\tlearn: 0.4681812\ttotal: 2.62s\tremaining: 7.32s\n79:\tlearn: 0.4679490\ttotal: 2.65s\tremaining: 7.29s\n80:\tlearn: 0.4677864\ttotal: 2.68s\tremaining: 7.25s\n81:\tlearn: 0.4676264\ttotal: 2.71s\tremaining: 7.21s\n82:\tlearn: 0.4674551\ttotal: 2.74s\tremaining: 7.16s\n83:\tlearn: 0.4672417\ttotal: 2.78s\tremaining: 7.15s\n84:\tlearn: 0.4669910\ttotal: 2.82s\tremaining: 7.13s\n85:\tlearn: 0.4668494\ttotal: 2.86s\tremaining: 7.11s\n86:\tlearn: 0.4666350\ttotal: 2.89s\tremaining: 7.08s\n87:\tlearn: 0.4664581\ttotal: 2.92s\tremaining: 7.04s\n88:\tlearn: 0.4662607\ttotal: 2.96s\tremaining: 7.01s\n89:\tlearn: 0.4660907\ttotal: 3s\tremaining: 7s\n90:\tlearn: 0.4659182\ttotal: 3.03s\tremaining: 6.96s\n91:\tlearn: 0.4656874\ttotal: 3.06s\tremaining: 6.92s\n92:\tlearn: 0.4653753\ttotal: 3.09s\tremaining: 6.88s\n93:\tlearn: 0.4651358\ttotal: 3.13s\tremaining: 6.85s\n94:\tlearn: 0.4649522\ttotal: 3.16s\tremaining: 6.83s\n95:\tlearn: 0.4647366\ttotal: 3.21s\tremaining: 6.82s\n96:\tlearn: 0.4645766\ttotal: 3.26s\tremaining: 6.82s\n97:\tlearn: 0.4644224\ttotal: 3.31s\tremaining: 6.82s\n98:\tlearn: 0.4642588\ttotal: 3.35s\tremaining: 6.81s\n99:\tlearn: 0.4640132\ttotal: 3.4s\tremaining: 6.8s\n100:\tlearn: 0.4638252\ttotal: 3.44s\tremaining: 6.79s\n101:\tlearn: 0.4636102\ttotal: 3.49s\tremaining: 6.77s\n102:\tlearn: 0.4634692\ttotal: 3.53s\tremaining: 6.76s\n103:\tlearn: 0.4633626\ttotal: 3.57s\tremaining: 6.74s\n104:\tlearn: 0.4631201\ttotal: 3.62s\tremaining: 6.72s\n105:\tlearn: 0.4628513\ttotal: 3.66s\tremaining: 6.69s\n106:\tlearn: 0.4626074\ttotal: 3.69s\tremaining: 6.67s\n107:\tlearn: 0.4624330\ttotal: 3.74s\tremaining: 6.64s\n108:\tlearn: 0.4623286\ttotal: 3.77s\tremaining: 6.61s\n109:\tlearn: 0.4620976\ttotal: 3.8s\tremaining: 6.57s\n110:\tlearn: 0.4619236\ttotal: 3.83s\tremaining: 6.53s\n111:\tlearn: 0.4618066\ttotal: 3.87s\tremaining: 6.5s\n112:\tlearn: 0.4616542\ttotal: 3.91s\tremaining: 6.46s\n113:\tlearn: 0.4614565\ttotal: 3.94s\tremaining: 6.43s\n114:\tlearn: 0.4612583\ttotal: 3.97s\tremaining: 6.38s\n115:\tlearn: 0.4610831\ttotal: 4s\tremaining: 6.35s\n116:\tlearn: 0.4608627\ttotal: 4.04s\tremaining: 6.32s\n117:\tlearn: 0.4606710\ttotal: 4.07s\tremaining: 6.28s\n118:\tlearn: 0.4604751\ttotal: 4.11s\tremaining: 6.25s\n119:\tlearn: 0.4603280\ttotal: 4.14s\tremaining: 6.22s\n120:\tlearn: 0.4601885\ttotal: 4.18s\tremaining: 6.19s\n121:\tlearn: 0.4600434\ttotal: 4.22s\tremaining: 6.16s\n122:\tlearn: 0.4598779\ttotal: 4.25s\tremaining: 6.12s\n123:\tlearn: 0.4596796\ttotal: 4.28s\tremaining: 6.08s\n124:\tlearn: 0.4595612\ttotal: 4.32s\tremaining: 6.05s\n125:\tlearn: 0.4594310\ttotal: 4.37s\tremaining: 6.03s\n126:\tlearn: 0.4592447\ttotal: 4.4s\tremaining: 5.99s\n127:\tlearn: 0.4591361\ttotal: 4.43s\tremaining: 5.96s\n128:\tlearn: 0.4589668\ttotal: 4.46s\tremaining: 5.92s\n129:\tlearn: 0.4588712\ttotal: 4.5s\tremaining: 5.89s\n130:\tlearn: 0.4587070\ttotal: 4.54s\tremaining: 5.85s\n131:\tlearn: 0.4585140\ttotal: 4.58s\tremaining: 5.83s\n132:\tlearn: 0.4583894\ttotal: 4.62s\tremaining: 5.8s\n133:\tlearn: 0.4582533\ttotal: 4.67s\tremaining: 5.78s\n134:\tlearn: 0.4581127\ttotal: 4.69s\tremaining: 5.74s\n135:\tlearn: 0.4579995\ttotal: 4.74s\tremaining: 5.71s\n136:\tlearn: 0.4578141\ttotal: 4.77s\tremaining: 5.67s\n137:\tlearn: 0.4576107\ttotal: 4.82s\tremaining: 5.66s\n138:\tlearn: 0.4574585\ttotal: 4.86s\tremaining: 5.63s\n139:\tlearn: 0.4573237\ttotal: 4.89s\tremaining: 5.59s\n140:\tlearn: 0.4571952\ttotal: 4.93s\tremaining: 5.55s\n141:\tlearn: 0.4570746\ttotal: 4.97s\tremaining: 5.53s\n142:\tlearn: 0.4569051\ttotal: 5.01s\tremaining: 5.5s\n143:\tlearn: 0.4567482\ttotal: 5.05s\tremaining: 5.47s\n144:\tlearn: 0.4565909\ttotal: 5.08s\tremaining: 5.43s\n145:\tlearn: 0.4564723\ttotal: 5.12s\tremaining: 5.4s\n146:\tlearn: 0.4563502\ttotal: 5.16s\tremaining: 5.37s\n147:\tlearn: 0.4562369\ttotal: 5.2s\tremaining: 5.34s\n148:\tlearn: 0.4561148\ttotal: 5.24s\tremaining: 5.32s\n149:\tlearn: 0.4560038\ttotal: 5.29s\tremaining: 5.29s\n150:\tlearn: 0.4558980\ttotal: 5.33s\tremaining: 5.26s\n151:\tlearn: 0.4557618\ttotal: 5.38s\tremaining: 5.24s\n152:\tlearn: 0.4556650\ttotal: 5.42s\tremaining: 5.21s\n153:\tlearn: 0.4555133\ttotal: 5.46s\tremaining: 5.18s\n154:\tlearn: 0.4553955\ttotal: 5.5s\tremaining: 5.14s\n155:\tlearn: 0.4552913\ttotal: 5.54s\tremaining: 5.12s\n156:\tlearn: 0.4551304\ttotal: 5.58s\tremaining: 5.09s\n157:\tlearn: 0.4550249\ttotal: 5.63s\tremaining: 5.06s\n158:\tlearn: 0.4548518\ttotal: 5.67s\tremaining: 5.03s\n159:\tlearn: 0.4547070\ttotal: 5.71s\tremaining: 4.99s\n160:\tlearn: 0.4546216\ttotal: 5.74s\tremaining: 4.96s\n161:\tlearn: 0.4545209\ttotal: 5.77s\tremaining: 4.92s\n162:\tlearn: 0.4543800\ttotal: 5.81s\tremaining: 4.88s\n163:\tlearn: 0.4542645\ttotal: 5.85s\tremaining: 4.85s\n164:\tlearn: 0.4541526\ttotal: 5.89s\tremaining: 4.82s\n165:\tlearn: 0.4539831\ttotal: 5.93s\tremaining: 4.79s\n166:\tlearn: 0.4538964\ttotal: 5.98s\tremaining: 4.76s\n167:\tlearn: 0.4537882\ttotal: 6.01s\tremaining: 4.72s\n168:\tlearn: 0.4536842\ttotal: 6.05s\tremaining: 4.69s\n169:\tlearn: 0.4535668\ttotal: 6.09s\tremaining: 4.66s\n170:\tlearn: 0.4534521\ttotal: 6.13s\tremaining: 4.62s\n171:\tlearn: 0.4533535\ttotal: 6.16s\tremaining: 4.59s\n172:\tlearn: 0.4532363\ttotal: 6.2s\tremaining: 4.55s\n173:\tlearn: 0.4530922\ttotal: 6.24s\tremaining: 4.52s\n174:\tlearn: 0.4529856\ttotal: 6.28s\tremaining: 4.49s\n175:\tlearn: 0.4528464\ttotal: 6.32s\tremaining: 4.45s\n176:\tlearn: 0.4527688\ttotal: 6.36s\tremaining: 4.42s\n177:\tlearn: 0.4526628\ttotal: 6.39s\tremaining: 4.38s\n178:\tlearn: 0.4525636\ttotal: 6.43s\tremaining: 4.34s\n179:\tlearn: 0.4524411\ttotal: 6.47s\tremaining: 4.31s\n180:\tlearn: 0.4523015\ttotal: 6.51s\tremaining: 4.28s\n181:\tlearn: 0.4521988\ttotal: 6.56s\tremaining: 4.25s\n182:\tlearn: 0.4521001\ttotal: 6.6s\tremaining: 4.22s\n183:\tlearn: 0.4519630\ttotal: 6.64s\tremaining: 4.18s\n184:\tlearn: 0.4518355\ttotal: 6.67s\tremaining: 4.14s\n185:\tlearn: 0.4517040\ttotal: 6.71s\tremaining: 4.11s\n186:\tlearn: 0.4515910\ttotal: 6.75s\tremaining: 4.08s\n187:\tlearn: 0.4514425\ttotal: 6.79s\tremaining: 4.04s\n188:\tlearn: 0.4513332\ttotal: 6.83s\tremaining: 4.01s\n189:\tlearn: 0.4512120\ttotal: 6.87s\tremaining: 3.97s\n190:\tlearn: 0.4511257\ttotal: 6.9s\tremaining: 3.94s\n191:\tlearn: 0.4509990\ttotal: 6.94s\tremaining: 3.9s\n192:\tlearn: 0.4509040\ttotal: 6.97s\tremaining: 3.87s\n193:\tlearn: 0.4508057\ttotal: 7.01s\tremaining: 3.83s\n194:\tlearn: 0.4506943\ttotal: 7.05s\tremaining: 3.79s\n195:\tlearn: 0.4506023\ttotal: 7.09s\tremaining: 3.76s\n196:\tlearn: 0.4504952\ttotal: 7.12s\tremaining: 3.72s\n197:\tlearn: 0.4503564\ttotal: 7.16s\tremaining: 3.69s\n198:\tlearn: 0.4502279\ttotal: 7.2s\tremaining: 3.65s\n199:\tlearn: 0.4501363\ttotal: 7.24s\tremaining: 3.62s\n200:\tlearn: 0.4499807\ttotal: 7.28s\tremaining: 3.59s\n201:\tlearn: 0.4498981\ttotal: 7.33s\tremaining: 3.56s\n202:\tlearn: 0.4498241\ttotal: 7.37s\tremaining: 3.52s\n203:\tlearn: 0.4497538\ttotal: 7.41s\tremaining: 3.48s\n204:\tlearn: 0.4496694\ttotal: 7.44s\tremaining: 3.45s\n205:\tlearn: 0.4495870\ttotal: 7.47s\tremaining: 3.41s\n206:\tlearn: 0.4494749\ttotal: 7.51s\tremaining: 3.37s\n207:\tlearn: 0.4493761\ttotal: 7.54s\tremaining: 3.33s\n208:\tlearn: 0.4492893\ttotal: 7.58s\tremaining: 3.3s\n209:\tlearn: 0.4492105\ttotal: 7.61s\tremaining: 3.26s\n210:\tlearn: 0.4491327\ttotal: 7.64s\tremaining: 3.22s\n211:\tlearn: 0.4490187\ttotal: 7.68s\tremaining: 3.19s\n212:\tlearn: 0.4489109\ttotal: 7.73s\tremaining: 3.16s\n213:\tlearn: 0.4488269\ttotal: 7.76s\tremaining: 3.12s\n214:\tlearn: 0.4487278\ttotal: 7.81s\tremaining: 3.09s\n215:\tlearn: 0.4485941\ttotal: 7.84s\tremaining: 3.05s\n216:\tlearn: 0.4484712\ttotal: 7.88s\tremaining: 3.01s\n217:\tlearn: 0.4483467\ttotal: 7.92s\tremaining: 2.98s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "218:\tlearn: 0.4482230\ttotal: 7.95s\tremaining: 2.94s\n219:\tlearn: 0.4481283\ttotal: 7.99s\tremaining: 2.9s\n220:\tlearn: 0.4480514\ttotal: 8.03s\tremaining: 2.87s\n221:\tlearn: 0.4479167\ttotal: 8.07s\tremaining: 2.83s\n222:\tlearn: 0.4478278\ttotal: 8.11s\tremaining: 2.8s\n223:\tlearn: 0.4477137\ttotal: 8.15s\tremaining: 2.77s\n224:\tlearn: 0.4475673\ttotal: 8.18s\tremaining: 2.73s\n225:\tlearn: 0.4474867\ttotal: 8.22s\tremaining: 2.69s\n226:\tlearn: 0.4474022\ttotal: 8.26s\tremaining: 2.66s\n227:\tlearn: 0.4472940\ttotal: 8.3s\tremaining: 2.62s\n228:\tlearn: 0.4471920\ttotal: 8.34s\tremaining: 2.58s\n229:\tlearn: 0.4470635\ttotal: 8.38s\tremaining: 2.55s\n230:\tlearn: 0.4469851\ttotal: 8.42s\tremaining: 2.52s\n231:\tlearn: 0.4469248\ttotal: 8.46s\tremaining: 2.48s\n232:\tlearn: 0.4468257\ttotal: 8.51s\tremaining: 2.45s\n233:\tlearn: 0.4467216\ttotal: 8.55s\tremaining: 2.41s\n234:\tlearn: 0.4466431\ttotal: 8.59s\tremaining: 2.38s\n235:\tlearn: 0.4465448\ttotal: 8.63s\tremaining: 2.34s\n236:\tlearn: 0.4464775\ttotal: 8.67s\tremaining: 2.3s\n237:\tlearn: 0.4463671\ttotal: 8.7s\tremaining: 2.27s\n238:\tlearn: 0.4462552\ttotal: 8.74s\tremaining: 2.23s\n239:\tlearn: 0.4461786\ttotal: 8.77s\tremaining: 2.19s\n240:\tlearn: 0.4460460\ttotal: 8.8s\tremaining: 2.15s\n241:\tlearn: 0.4459793\ttotal: 8.83s\tremaining: 2.12s\n242:\tlearn: 0.4458848\ttotal: 8.87s\tremaining: 2.08s\n243:\tlearn: 0.4458217\ttotal: 8.9s\tremaining: 2.04s\n244:\tlearn: 0.4457213\ttotal: 8.93s\tremaining: 2s\n245:\tlearn: 0.4456451\ttotal: 8.97s\tremaining: 1.97s\n246:\tlearn: 0.4455650\ttotal: 9.01s\tremaining: 1.93s\n247:\tlearn: 0.4454511\ttotal: 9.04s\tremaining: 1.89s\n248:\tlearn: 0.4453911\ttotal: 9.07s\tremaining: 1.86s\n249:\tlearn: 0.4453159\ttotal: 9.11s\tremaining: 1.82s\n250:\tlearn: 0.4452258\ttotal: 9.14s\tremaining: 1.78s\n251:\tlearn: 0.4451228\ttotal: 9.17s\tremaining: 1.75s\n252:\tlearn: 0.4450033\ttotal: 9.21s\tremaining: 1.71s\n253:\tlearn: 0.4449453\ttotal: 9.24s\tremaining: 1.67s\n254:\tlearn: 0.4448555\ttotal: 9.28s\tremaining: 1.64s\n255:\tlearn: 0.4447426\ttotal: 9.32s\tremaining: 1.6s\n256:\tlearn: 0.4446840\ttotal: 9.36s\tremaining: 1.56s\n257:\tlearn: 0.4446033\ttotal: 9.39s\tremaining: 1.53s\n258:\tlearn: 0.4445168\ttotal: 9.44s\tremaining: 1.5s\n259:\tlearn: 0.4444115\ttotal: 9.49s\tremaining: 1.46s\n260:\tlearn: 0.4443319\ttotal: 9.53s\tremaining: 1.42s\n261:\tlearn: 0.4442268\ttotal: 9.58s\tremaining: 1.39s\n262:\tlearn: 0.4441294\ttotal: 9.64s\tremaining: 1.35s\n263:\tlearn: 0.4440431\ttotal: 9.69s\tremaining: 1.32s\n264:\tlearn: 0.4439298\ttotal: 9.73s\tremaining: 1.28s\n265:\tlearn: 0.4438637\ttotal: 9.76s\tremaining: 1.25s\n266:\tlearn: 0.4438168\ttotal: 9.81s\tremaining: 1.21s\n267:\tlearn: 0.4437321\ttotal: 9.88s\tremaining: 1.18s\n268:\tlearn: 0.4436594\ttotal: 9.96s\tremaining: 1.15s\n269:\tlearn: 0.4436084\ttotal: 10s\tremaining: 1.11s\n270:\tlearn: 0.4435317\ttotal: 10.1s\tremaining: 1.08s\n271:\tlearn: 0.4434445\ttotal: 10.2s\tremaining: 1.05s\n272:\tlearn: 0.4433348\ttotal: 10.3s\tremaining: 1.01s\n273:\tlearn: 0.4432304\ttotal: 10.3s\tremaining: 979ms\n274:\tlearn: 0.4431276\ttotal: 10.4s\tremaining: 943ms\n275:\tlearn: 0.4430468\ttotal: 10.4s\tremaining: 905ms\n276:\tlearn: 0.4429736\ttotal: 10.5s\tremaining: 868ms\n277:\tlearn: 0.4429049\ttotal: 10.5s\tremaining: 832ms\n278:\tlearn: 0.4428317\ttotal: 10.6s\tremaining: 795ms\n279:\tlearn: 0.4427241\ttotal: 10.6s\tremaining: 758ms\n280:\tlearn: 0.4426065\ttotal: 10.7s\tremaining: 720ms\n281:\tlearn: 0.4425257\ttotal: 10.7s\tremaining: 683ms\n282:\tlearn: 0.4424335\ttotal: 10.7s\tremaining: 645ms\n283:\tlearn: 0.4423697\ttotal: 10.8s\tremaining: 608ms\n284:\tlearn: 0.4422551\ttotal: 10.8s\tremaining: 571ms\n285:\tlearn: 0.4421826\ttotal: 10.9s\tremaining: 533ms\n286:\tlearn: 0.4420931\ttotal: 10.9s\tremaining: 495ms\n287:\tlearn: 0.4419808\ttotal: 11s\tremaining: 458ms\n288:\tlearn: 0.4419241\ttotal: 11s\tremaining: 420ms\n289:\tlearn: 0.4418189\ttotal: 11.1s\tremaining: 382ms\n290:\tlearn: 0.4417469\ttotal: 11.1s\tremaining: 344ms\n291:\tlearn: 0.4416456\ttotal: 11.2s\tremaining: 306ms\n292:\tlearn: 0.4415468\ttotal: 11.2s\tremaining: 268ms\n293:\tlearn: 0.4414544\ttotal: 11.3s\tremaining: 230ms\n294:\tlearn: 0.4413400\ttotal: 11.3s\tremaining: 192ms\n295:\tlearn: 0.4412448\ttotal: 11.4s\tremaining: 154ms\n296:\tlearn: 0.4411470\ttotal: 11.4s\tremaining: 115ms\n297:\tlearn: 0.4410778\ttotal: 11.5s\tremaining: 76.9ms\n298:\tlearn: 0.4409905\ttotal: 11.5s\tremaining: 38.4ms\n299:\tlearn: 0.4408715\ttotal: 11.5s\tremaining: 0us\n0:\tlearn: 0.6370007\ttotal: 40.4ms\tremaining: 12.1s\n1:\tlearn: 0.5976222\ttotal: 76.7ms\tremaining: 11.4s\n2:\tlearn: 0.5697034\ttotal: 113ms\tremaining: 11.2s\n3:\tlearn: 0.5491547\ttotal: 149ms\tremaining: 11.1s\n4:\tlearn: 0.5343227\ttotal: 178ms\tremaining: 10.5s\n5:\tlearn: 0.5235217\ttotal: 216ms\tremaining: 10.6s\n6:\tlearn: 0.5154820\ttotal: 248ms\tremaining: 10.4s\n7:\tlearn: 0.5105080\ttotal: 284ms\tremaining: 10.4s\n8:\tlearn: 0.5064313\ttotal: 318ms\tremaining: 10.3s\n9:\tlearn: 0.5029194\ttotal: 352ms\tremaining: 10.2s\n10:\tlearn: 0.5001342\ttotal: 394ms\tremaining: 10.3s\n11:\tlearn: 0.4978991\ttotal: 434ms\tremaining: 10.4s\n12:\tlearn: 0.4960853\ttotal: 476ms\tremaining: 10.5s\n13:\tlearn: 0.4944633\ttotal: 524ms\tremaining: 10.7s\n14:\tlearn: 0.4931013\ttotal: 575ms\tremaining: 10.9s\n15:\tlearn: 0.4922608\ttotal: 614ms\tremaining: 10.9s\n16:\tlearn: 0.4912645\ttotal: 649ms\tremaining: 10.8s\n17:\tlearn: 0.4902867\ttotal: 688ms\tremaining: 10.8s\n18:\tlearn: 0.4893496\ttotal: 731ms\tremaining: 10.8s\n19:\tlearn: 0.4883160\ttotal: 797ms\tremaining: 11.2s\n20:\tlearn: 0.4875867\ttotal: 884ms\tremaining: 11.7s\n21:\tlearn: 0.4871033\ttotal: 949ms\tremaining: 12s\n22:\tlearn: 0.4863533\ttotal: 1.01s\tremaining: 12.1s\n23:\tlearn: 0.4859496\ttotal: 1.06s\tremaining: 12.2s\n24:\tlearn: 0.4850455\ttotal: 1.11s\tremaining: 12.3s\n25:\tlearn: 0.4847002\ttotal: 1.23s\tremaining: 12.9s\n26:\tlearn: 0.4842376\ttotal: 1.31s\tremaining: 13.3s\n27:\tlearn: 0.4838076\ttotal: 1.39s\tremaining: 13.5s\n28:\tlearn: 0.4833668\ttotal: 1.44s\tremaining: 13.5s\n29:\tlearn: 0.4828711\ttotal: 1.51s\tremaining: 13.6s\n30:\tlearn: 0.4825435\ttotal: 1.58s\tremaining: 13.7s\n31:\tlearn: 0.4820515\ttotal: 1.65s\tremaining: 13.8s\n32:\tlearn: 0.4814379\ttotal: 1.7s\tremaining: 13.8s\n33:\tlearn: 0.4808829\ttotal: 1.78s\tremaining: 13.9s\n34:\tlearn: 0.4806513\ttotal: 1.86s\tremaining: 14.1s\n35:\tlearn: 0.4803979\ttotal: 1.92s\tremaining: 14.1s\n36:\tlearn: 0.4800855\ttotal: 1.99s\tremaining: 14.1s\n37:\tlearn: 0.4794639\ttotal: 2.06s\tremaining: 14.2s\n38:\tlearn: 0.4791971\ttotal: 2.14s\tremaining: 14.3s\n39:\tlearn: 0.4790093\ttotal: 2.2s\tremaining: 14.3s\n40:\tlearn: 0.4787733\ttotal: 2.27s\tremaining: 14.3s\n41:\tlearn: 0.4782406\ttotal: 2.3s\tremaining: 14.2s\n42:\tlearn: 0.4778245\ttotal: 2.34s\tremaining: 14s\n43:\tlearn: 0.4774988\ttotal: 2.39s\tremaining: 13.9s\n44:\tlearn: 0.4771932\ttotal: 2.44s\tremaining: 13.8s\n45:\tlearn: 0.4769648\ttotal: 2.5s\tremaining: 13.8s\n46:\tlearn: 0.4766083\ttotal: 2.56s\tremaining: 13.8s\n47:\tlearn: 0.4762803\ttotal: 2.61s\tremaining: 13.7s\n48:\tlearn: 0.4760624\ttotal: 2.66s\tremaining: 13.6s\n49:\tlearn: 0.4758628\ttotal: 2.7s\tremaining: 13.5s\n50:\tlearn: 0.4756249\ttotal: 2.75s\tremaining: 13.4s\n51:\tlearn: 0.4752684\ttotal: 2.78s\tremaining: 13.3s\n52:\tlearn: 0.4750269\ttotal: 2.83s\tremaining: 13.2s\n53:\tlearn: 0.4747116\ttotal: 2.88s\tremaining: 13.1s\n54:\tlearn: 0.4742482\ttotal: 2.92s\tremaining: 13s\n55:\tlearn: 0.4740099\ttotal: 2.96s\tremaining: 12.9s\n56:\tlearn: 0.4737319\ttotal: 3.01s\tremaining: 12.8s\n57:\tlearn: 0.4733222\ttotal: 3.07s\tremaining: 12.8s\n58:\tlearn: 0.4730250\ttotal: 3.12s\tremaining: 12.7s\n59:\tlearn: 0.4727425\ttotal: 3.17s\tremaining: 12.7s\n60:\tlearn: 0.4724970\ttotal: 3.21s\tremaining: 12.6s\n61:\tlearn: 0.4722858\ttotal: 3.25s\tremaining: 12.5s\n62:\tlearn: 0.4721543\ttotal: 3.28s\tremaining: 12.3s\n63:\tlearn: 0.4718718\ttotal: 3.31s\tremaining: 12.2s\n64:\tlearn: 0.4716852\ttotal: 3.36s\tremaining: 12.1s\n65:\tlearn: 0.4714974\ttotal: 3.4s\tremaining: 12.1s\n66:\tlearn: 0.4712723\ttotal: 3.45s\tremaining: 12s\n67:\tlearn: 0.4710051\ttotal: 3.49s\tremaining: 11.9s\n68:\tlearn: 0.4706493\ttotal: 3.54s\tremaining: 11.8s\n69:\tlearn: 0.4704582\ttotal: 3.58s\tremaining: 11.8s\n70:\tlearn: 0.4702001\ttotal: 3.61s\tremaining: 11.6s\n71:\tlearn: 0.4699635\ttotal: 3.64s\tremaining: 11.5s\n72:\tlearn: 0.4697037\ttotal: 3.68s\tremaining: 11.5s\n73:\tlearn: 0.4694845\ttotal: 3.73s\tremaining: 11.4s\n74:\tlearn: 0.4693572\ttotal: 3.77s\tremaining: 11.3s\n75:\tlearn: 0.4690475\ttotal: 3.81s\tremaining: 11.2s\n76:\tlearn: 0.4688069\ttotal: 3.86s\tremaining: 11.2s\n77:\tlearn: 0.4684928\ttotal: 3.91s\tremaining: 11.1s\n78:\tlearn: 0.4683564\ttotal: 3.94s\tremaining: 11s\n79:\tlearn: 0.4681911\ttotal: 3.98s\tremaining: 10.9s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "80:\tlearn: 0.4679445\ttotal: 4.03s\tremaining: 10.9s\n81:\tlearn: 0.4677636\ttotal: 4.08s\tremaining: 10.8s\n82:\tlearn: 0.4676323\ttotal: 4.12s\tremaining: 10.8s\n83:\tlearn: 0.4675016\ttotal: 4.15s\tremaining: 10.7s\n84:\tlearn: 0.4672655\ttotal: 4.19s\tremaining: 10.6s\n85:\tlearn: 0.4670731\ttotal: 4.23s\tremaining: 10.5s\n86:\tlearn: 0.4667778\ttotal: 4.27s\tremaining: 10.4s\n87:\tlearn: 0.4664990\ttotal: 4.3s\tremaining: 10.4s\n88:\tlearn: 0.4662289\ttotal: 4.34s\tremaining: 10.3s\n89:\tlearn: 0.4660475\ttotal: 4.38s\tremaining: 10.2s\n90:\tlearn: 0.4658306\ttotal: 4.42s\tremaining: 10.1s\n91:\tlearn: 0.4655619\ttotal: 4.46s\tremaining: 10.1s\n92:\tlearn: 0.4653913\ttotal: 4.49s\tremaining: 10s\n93:\tlearn: 0.4651827\ttotal: 4.53s\tremaining: 9.93s\n94:\tlearn: 0.4649836\ttotal: 4.56s\tremaining: 9.84s\n95:\tlearn: 0.4647765\ttotal: 4.6s\tremaining: 9.77s\n96:\tlearn: 0.4646458\ttotal: 4.63s\tremaining: 9.69s\n97:\tlearn: 0.4644387\ttotal: 4.66s\tremaining: 9.61s\n98:\tlearn: 0.4642746\ttotal: 4.69s\tremaining: 9.53s\n99:\tlearn: 0.4641676\ttotal: 4.72s\tremaining: 9.44s\n100:\tlearn: 0.4639158\ttotal: 4.75s\tremaining: 9.36s\n101:\tlearn: 0.4637395\ttotal: 4.79s\tremaining: 9.3s\n102:\tlearn: 0.4636262\ttotal: 4.83s\tremaining: 9.23s\n103:\tlearn: 0.4634530\ttotal: 4.86s\tremaining: 9.16s\n104:\tlearn: 0.4633155\ttotal: 4.89s\tremaining: 9.08s\n105:\tlearn: 0.4630897\ttotal: 4.93s\tremaining: 9.02s\n106:\tlearn: 0.4629295\ttotal: 4.97s\tremaining: 8.96s\n107:\tlearn: 0.4627759\ttotal: 5s\tremaining: 8.89s\n108:\tlearn: 0.4625681\ttotal: 5.04s\tremaining: 8.83s\n109:\tlearn: 0.4623944\ttotal: 5.08s\tremaining: 8.77s\n110:\tlearn: 0.4622731\ttotal: 5.12s\tremaining: 8.72s\n111:\tlearn: 0.4620113\ttotal: 5.17s\tremaining: 8.67s\n112:\tlearn: 0.4617981\ttotal: 5.21s\tremaining: 8.62s\n113:\tlearn: 0.4616344\ttotal: 5.24s\tremaining: 8.55s\n114:\tlearn: 0.4614525\ttotal: 5.27s\tremaining: 8.48s\n115:\tlearn: 0.4613778\ttotal: 5.31s\tremaining: 8.42s\n116:\tlearn: 0.4612082\ttotal: 5.34s\tremaining: 8.36s\n117:\tlearn: 0.4610351\ttotal: 5.39s\tremaining: 8.31s\n118:\tlearn: 0.4607854\ttotal: 5.43s\tremaining: 8.27s\n119:\tlearn: 0.4606378\ttotal: 5.47s\tremaining: 8.21s\n120:\tlearn: 0.4604339\ttotal: 5.51s\tremaining: 8.15s\n121:\tlearn: 0.4602924\ttotal: 5.55s\tremaining: 8.1s\n122:\tlearn: 0.4600915\ttotal: 5.59s\tremaining: 8.05s\n123:\tlearn: 0.4599076\ttotal: 5.63s\tremaining: 7.99s\n124:\tlearn: 0.4597704\ttotal: 5.67s\tremaining: 7.94s\n125:\tlearn: 0.4596555\ttotal: 5.71s\tremaining: 7.88s\n126:\tlearn: 0.4594930\ttotal: 5.75s\tremaining: 7.83s\n127:\tlearn: 0.4592822\ttotal: 5.78s\tremaining: 7.77s\n128:\tlearn: 0.4590929\ttotal: 5.82s\tremaining: 7.71s\n129:\tlearn: 0.4588933\ttotal: 5.86s\tremaining: 7.66s\n130:\tlearn: 0.4587824\ttotal: 5.89s\tremaining: 7.6s\n131:\tlearn: 0.4586460\ttotal: 5.93s\tremaining: 7.54s\n132:\tlearn: 0.4585020\ttotal: 5.97s\tremaining: 7.49s\n133:\tlearn: 0.4583339\ttotal: 6.01s\tremaining: 7.45s\n134:\tlearn: 0.4582463\ttotal: 6.05s\tremaining: 7.4s\n135:\tlearn: 0.4581032\ttotal: 6.09s\tremaining: 7.35s\n136:\tlearn: 0.4579411\ttotal: 6.13s\tremaining: 7.29s\n137:\tlearn: 0.4578015\ttotal: 6.17s\tremaining: 7.24s\n138:\tlearn: 0.4576800\ttotal: 6.2s\tremaining: 7.18s\n139:\tlearn: 0.4575426\ttotal: 6.23s\tremaining: 7.12s\n140:\tlearn: 0.4573503\ttotal: 6.27s\tremaining: 7.07s\n141:\tlearn: 0.4572164\ttotal: 6.35s\tremaining: 7.06s\n142:\tlearn: 0.4570611\ttotal: 6.4s\tremaining: 7.03s\n143:\tlearn: 0.4569198\ttotal: 6.44s\tremaining: 6.97s\n144:\tlearn: 0.4567611\ttotal: 6.48s\tremaining: 6.92s\n145:\tlearn: 0.4566779\ttotal: 6.51s\tremaining: 6.87s\n146:\tlearn: 0.4565199\ttotal: 6.55s\tremaining: 6.82s\n147:\tlearn: 0.4564312\ttotal: 6.59s\tremaining: 6.77s\n148:\tlearn: 0.4562939\ttotal: 6.63s\tremaining: 6.72s\n149:\tlearn: 0.4562127\ttotal: 6.67s\tremaining: 6.67s\n150:\tlearn: 0.4560639\ttotal: 6.71s\tremaining: 6.62s\n151:\tlearn: 0.4559869\ttotal: 6.75s\tremaining: 6.57s\n152:\tlearn: 0.4558525\ttotal: 6.79s\tremaining: 6.53s\n153:\tlearn: 0.4557328\ttotal: 6.85s\tremaining: 6.49s\n154:\tlearn: 0.4556022\ttotal: 6.89s\tremaining: 6.45s\n155:\tlearn: 0.4554682\ttotal: 6.95s\tremaining: 6.41s\n156:\tlearn: 0.4553898\ttotal: 6.99s\tremaining: 6.37s\n157:\tlearn: 0.4552615\ttotal: 7.04s\tremaining: 6.33s\n158:\tlearn: 0.4551640\ttotal: 7.08s\tremaining: 6.27s\n159:\tlearn: 0.4550547\ttotal: 7.12s\tremaining: 6.23s\n160:\tlearn: 0.4549269\ttotal: 7.16s\tremaining: 6.18s\n161:\tlearn: 0.4548181\ttotal: 7.21s\tremaining: 6.14s\n162:\tlearn: 0.4547058\ttotal: 7.25s\tremaining: 6.1s\n163:\tlearn: 0.4546100\ttotal: 7.31s\tremaining: 6.06s\n164:\tlearn: 0.4544824\ttotal: 7.35s\tremaining: 6.01s\n165:\tlearn: 0.4543730\ttotal: 7.41s\tremaining: 5.98s\n166:\tlearn: 0.4542671\ttotal: 7.45s\tremaining: 5.93s\n167:\tlearn: 0.4541330\ttotal: 7.49s\tremaining: 5.88s\n168:\tlearn: 0.4539527\ttotal: 7.53s\tremaining: 5.83s\n169:\tlearn: 0.4538235\ttotal: 7.56s\tremaining: 5.78s\n170:\tlearn: 0.4536941\ttotal: 7.6s\tremaining: 5.73s\n171:\tlearn: 0.4536185\ttotal: 7.64s\tremaining: 5.68s\n172:\tlearn: 0.4535062\ttotal: 7.67s\tremaining: 5.63s\n173:\tlearn: 0.4533776\ttotal: 7.71s\tremaining: 5.58s\n174:\tlearn: 0.4532243\ttotal: 7.74s\tremaining: 5.53s\n175:\tlearn: 0.4531204\ttotal: 7.77s\tremaining: 5.48s\n176:\tlearn: 0.4530086\ttotal: 7.81s\tremaining: 5.43s\n177:\tlearn: 0.4529036\ttotal: 7.84s\tremaining: 5.38s\n178:\tlearn: 0.4528331\ttotal: 7.88s\tremaining: 5.33s\n179:\tlearn: 0.4527261\ttotal: 7.91s\tremaining: 5.28s\n180:\tlearn: 0.4526208\ttotal: 7.96s\tremaining: 5.23s\n181:\tlearn: 0.4524756\ttotal: 8s\tremaining: 5.18s\n182:\tlearn: 0.4523446\ttotal: 8.04s\tremaining: 5.14s\n183:\tlearn: 0.4522656\ttotal: 8.08s\tremaining: 5.1s\n184:\tlearn: 0.4521795\ttotal: 8.13s\tremaining: 5.05s\n185:\tlearn: 0.4520617\ttotal: 8.18s\tremaining: 5.01s\n186:\tlearn: 0.4519518\ttotal: 8.22s\tremaining: 4.97s\n187:\tlearn: 0.4518562\ttotal: 8.26s\tremaining: 4.92s\n188:\tlearn: 0.4517299\ttotal: 8.3s\tremaining: 4.87s\n189:\tlearn: 0.4516075\ttotal: 8.34s\tremaining: 4.83s\n190:\tlearn: 0.4515265\ttotal: 8.38s\tremaining: 4.78s\n191:\tlearn: 0.4513813\ttotal: 8.43s\tremaining: 4.74s\n192:\tlearn: 0.4512838\ttotal: 8.47s\tremaining: 4.69s\n193:\tlearn: 0.4511786\ttotal: 8.5s\tremaining: 4.64s\n194:\tlearn: 0.4511241\ttotal: 8.53s\tremaining: 4.59s\n195:\tlearn: 0.4510100\ttotal: 8.57s\tremaining: 4.55s\n196:\tlearn: 0.4508802\ttotal: 8.61s\tremaining: 4.5s\n197:\tlearn: 0.4507692\ttotal: 8.65s\tremaining: 4.46s\n198:\tlearn: 0.4506300\ttotal: 8.69s\tremaining: 4.41s\n199:\tlearn: 0.4505204\ttotal: 8.73s\tremaining: 4.36s\n200:\tlearn: 0.4503987\ttotal: 8.76s\tremaining: 4.31s\n201:\tlearn: 0.4502620\ttotal: 8.79s\tremaining: 4.26s\n202:\tlearn: 0.4501722\ttotal: 8.82s\tremaining: 4.21s\n203:\tlearn: 0.4500614\ttotal: 8.86s\tremaining: 4.17s\n204:\tlearn: 0.4499355\ttotal: 8.9s\tremaining: 4.12s\n205:\tlearn: 0.4498385\ttotal: 8.95s\tremaining: 4.08s\n206:\tlearn: 0.4497337\ttotal: 9s\tremaining: 4.04s\n207:\tlearn: 0.4496219\ttotal: 9.04s\tremaining: 4s\n208:\tlearn: 0.4495258\ttotal: 9.08s\tremaining: 3.95s\n209:\tlearn: 0.4494288\ttotal: 9.12s\tremaining: 3.91s\n210:\tlearn: 0.4493193\ttotal: 9.16s\tremaining: 3.86s\n211:\tlearn: 0.4492020\ttotal: 9.2s\tremaining: 3.82s\n212:\tlearn: 0.4490888\ttotal: 9.24s\tremaining: 3.77s\n213:\tlearn: 0.4489734\ttotal: 9.28s\tremaining: 3.73s\n214:\tlearn: 0.4488639\ttotal: 9.32s\tremaining: 3.69s\n215:\tlearn: 0.4487755\ttotal: 9.36s\tremaining: 3.64s\n216:\tlearn: 0.4486654\ttotal: 9.41s\tremaining: 3.6s\n217:\tlearn: 0.4485521\ttotal: 9.45s\tremaining: 3.55s\n218:\tlearn: 0.4484991\ttotal: 9.5s\tremaining: 3.51s\n219:\tlearn: 0.4484004\ttotal: 9.55s\tremaining: 3.47s\n220:\tlearn: 0.4482583\ttotal: 9.59s\tremaining: 3.43s\n221:\tlearn: 0.4481640\ttotal: 9.63s\tremaining: 3.38s\n222:\tlearn: 0.4480654\ttotal: 9.68s\tremaining: 3.34s\n223:\tlearn: 0.4479661\ttotal: 9.72s\tremaining: 3.3s\n224:\tlearn: 0.4478806\ttotal: 9.76s\tremaining: 3.25s\n225:\tlearn: 0.4478008\ttotal: 9.8s\tremaining: 3.21s\n226:\tlearn: 0.4477110\ttotal: 9.84s\tremaining: 3.16s\n227:\tlearn: 0.4476309\ttotal: 9.88s\tremaining: 3.12s\n228:\tlearn: 0.4475345\ttotal: 9.91s\tremaining: 3.07s\n229:\tlearn: 0.4474361\ttotal: 9.95s\tremaining: 3.03s\n230:\tlearn: 0.4473631\ttotal: 9.99s\tremaining: 2.98s\n231:\tlearn: 0.4472860\ttotal: 10s\tremaining: 2.94s\n232:\tlearn: 0.4471995\ttotal: 10.1s\tremaining: 2.89s\n233:\tlearn: 0.4470927\ttotal: 10.1s\tremaining: 2.85s\n234:\tlearn: 0.4470286\ttotal: 10.1s\tremaining: 2.8s\n235:\tlearn: 0.4469605\ttotal: 10.2s\tremaining: 2.76s\n236:\tlearn: 0.4468454\ttotal: 10.2s\tremaining: 2.71s\n237:\tlearn: 0.4467382\ttotal: 10.2s\tremaining: 2.67s\n238:\tlearn: 0.4466546\ttotal: 10.3s\tremaining: 2.62s\n239:\tlearn: 0.4465685\ttotal: 10.3s\tremaining: 2.58s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "240:\tlearn: 0.4464751\ttotal: 10.3s\tremaining: 2.53s\n241:\tlearn: 0.4464202\ttotal: 10.4s\tremaining: 2.49s\n242:\tlearn: 0.4462634\ttotal: 10.4s\tremaining: 2.44s\n243:\tlearn: 0.4461835\ttotal: 10.4s\tremaining: 2.4s\n244:\tlearn: 0.4461008\ttotal: 10.5s\tremaining: 2.35s\n245:\tlearn: 0.4460202\ttotal: 10.5s\tremaining: 2.31s\n246:\tlearn: 0.4459349\ttotal: 10.5s\tremaining: 2.26s\n247:\tlearn: 0.4458226\ttotal: 10.6s\tremaining: 2.22s\n248:\tlearn: 0.4457136\ttotal: 10.6s\tremaining: 2.17s\n249:\tlearn: 0.4456483\ttotal: 10.6s\tremaining: 2.13s\n250:\tlearn: 0.4455576\ttotal: 10.7s\tremaining: 2.08s\n251:\tlearn: 0.4454666\ttotal: 10.7s\tremaining: 2.04s\n252:\tlearn: 0.4453635\ttotal: 10.7s\tremaining: 2s\n253:\tlearn: 0.4452698\ttotal: 10.8s\tremaining: 1.95s\n254:\tlearn: 0.4451880\ttotal: 10.8s\tremaining: 1.91s\n255:\tlearn: 0.4451021\ttotal: 10.8s\tremaining: 1.86s\n256:\tlearn: 0.4450420\ttotal: 10.9s\tremaining: 1.82s\n257:\tlearn: 0.4449085\ttotal: 10.9s\tremaining: 1.78s\n258:\tlearn: 0.4448025\ttotal: 10.9s\tremaining: 1.73s\n259:\tlearn: 0.4446863\ttotal: 11s\tremaining: 1.69s\n260:\tlearn: 0.4445979\ttotal: 11s\tremaining: 1.64s\n261:\tlearn: 0.4444854\ttotal: 11s\tremaining: 1.6s\n262:\tlearn: 0.4444212\ttotal: 11.1s\tremaining: 1.56s\n263:\tlearn: 0.4443052\ttotal: 11.1s\tremaining: 1.52s\n264:\tlearn: 0.4442127\ttotal: 11.2s\tremaining: 1.47s\n265:\tlearn: 0.4441454\ttotal: 11.2s\tremaining: 1.43s\n266:\tlearn: 0.4440180\ttotal: 11.2s\tremaining: 1.39s\n267:\tlearn: 0.4439175\ttotal: 11.3s\tremaining: 1.34s\n268:\tlearn: 0.4438561\ttotal: 11.3s\tremaining: 1.3s\n269:\tlearn: 0.4437909\ttotal: 11.3s\tremaining: 1.26s\n270:\tlearn: 0.4436925\ttotal: 11.4s\tremaining: 1.22s\n271:\tlearn: 0.4436338\ttotal: 11.4s\tremaining: 1.17s\n272:\tlearn: 0.4435403\ttotal: 11.4s\tremaining: 1.13s\n273:\tlearn: 0.4434178\ttotal: 11.5s\tremaining: 1.09s\n274:\tlearn: 0.4433413\ttotal: 11.5s\tremaining: 1.04s\n275:\tlearn: 0.4432433\ttotal: 11.5s\tremaining: 1s\n276:\tlearn: 0.4431793\ttotal: 11.6s\tremaining: 961ms\n277:\tlearn: 0.4430961\ttotal: 11.6s\tremaining: 919ms\n278:\tlearn: 0.4430244\ttotal: 11.7s\tremaining: 877ms\n279:\tlearn: 0.4429166\ttotal: 11.7s\tremaining: 835ms\n280:\tlearn: 0.4428319\ttotal: 11.7s\tremaining: 792ms\n281:\tlearn: 0.4427533\ttotal: 11.8s\tremaining: 750ms\n282:\tlearn: 0.4426462\ttotal: 11.8s\tremaining: 708ms\n283:\tlearn: 0.4425454\ttotal: 11.8s\tremaining: 666ms\n284:\tlearn: 0.4424542\ttotal: 11.8s\tremaining: 624ms\n285:\tlearn: 0.4423496\ttotal: 11.9s\tremaining: 582ms\n286:\tlearn: 0.4422662\ttotal: 11.9s\tremaining: 541ms\n287:\tlearn: 0.4421662\ttotal: 12s\tremaining: 500ms\n288:\tlearn: 0.4420707\ttotal: 12s\tremaining: 458ms\n289:\tlearn: 0.4419923\ttotal: 12.1s\tremaining: 416ms\n290:\tlearn: 0.4419169\ttotal: 12.1s\tremaining: 374ms\n291:\tlearn: 0.4418229\ttotal: 12.1s\tremaining: 332ms\n292:\tlearn: 0.4417727\ttotal: 12.2s\tremaining: 290ms\n293:\tlearn: 0.4416765\ttotal: 12.2s\tremaining: 249ms\n294:\tlearn: 0.4415724\ttotal: 12.2s\tremaining: 207ms\n295:\tlearn: 0.4414664\ttotal: 12.3s\tremaining: 166ms\n296:\tlearn: 0.4413677\ttotal: 12.3s\tremaining: 124ms\n297:\tlearn: 0.4412814\ttotal: 12.3s\tremaining: 82.7ms\n298:\tlearn: 0.4412086\ttotal: 12.4s\tremaining: 41.3ms\n299:\tlearn: 0.4411203\ttotal: 12.4s\tremaining: 0us\n0:\tlearn: 0.6369986\ttotal: 28.7ms\tremaining: 8.59s\n1:\tlearn: 0.5975947\ttotal: 55.7ms\tremaining: 8.3s\n2:\tlearn: 0.5695739\ttotal: 84.7ms\tremaining: 8.38s\n3:\tlearn: 0.5489649\ttotal: 110ms\tremaining: 8.14s\n4:\tlearn: 0.5345537\ttotal: 140ms\tremaining: 8.25s\n5:\tlearn: 0.5239974\ttotal: 164ms\tremaining: 8.03s\n6:\tlearn: 0.5169339\ttotal: 190ms\tremaining: 7.94s\n7:\tlearn: 0.5108500\ttotal: 216ms\tremaining: 7.87s\n8:\tlearn: 0.5061030\ttotal: 246ms\tremaining: 7.94s\n9:\tlearn: 0.5026015\ttotal: 272ms\tremaining: 7.88s\n10:\tlearn: 0.5001429\ttotal: 298ms\tremaining: 7.84s\n11:\tlearn: 0.4977829\ttotal: 326ms\tremaining: 7.82s\n12:\tlearn: 0.4964659\ttotal: 348ms\tremaining: 7.68s\n13:\tlearn: 0.4947413\ttotal: 382ms\tremaining: 7.8s\n14:\tlearn: 0.4936789\ttotal: 408ms\tremaining: 7.76s\n15:\tlearn: 0.4922678\ttotal: 437ms\tremaining: 7.75s\n16:\tlearn: 0.4912925\ttotal: 460ms\tremaining: 7.66s\n17:\tlearn: 0.4903714\ttotal: 492ms\tremaining: 7.71s\n18:\tlearn: 0.4895425\ttotal: 520ms\tremaining: 7.69s\n19:\tlearn: 0.4887264\ttotal: 556ms\tremaining: 7.78s\n20:\tlearn: 0.4881141\ttotal: 588ms\tremaining: 7.81s\n21:\tlearn: 0.4877193\ttotal: 620ms\tremaining: 7.83s\n22:\tlearn: 0.4867453\ttotal: 645ms\tremaining: 7.76s\n23:\tlearn: 0.4862474\ttotal: 671ms\tremaining: 7.71s\n24:\tlearn: 0.4858172\ttotal: 698ms\tremaining: 7.68s\n25:\tlearn: 0.4849522\ttotal: 730ms\tremaining: 7.7s\n26:\tlearn: 0.4844384\ttotal: 761ms\tremaining: 7.7s\n27:\tlearn: 0.4837846\ttotal: 792ms\tremaining: 7.69s\n28:\tlearn: 0.4834235\ttotal: 820ms\tremaining: 7.66s\n29:\tlearn: 0.4830097\ttotal: 847ms\tremaining: 7.62s\n30:\tlearn: 0.4827191\ttotal: 872ms\tremaining: 7.57s\n31:\tlearn: 0.4822067\ttotal: 897ms\tremaining: 7.51s\n32:\tlearn: 0.4816822\ttotal: 924ms\tremaining: 7.47s\n33:\tlearn: 0.4813423\ttotal: 951ms\tremaining: 7.44s\n34:\tlearn: 0.4809179\ttotal: 981ms\tremaining: 7.42s\n35:\tlearn: 0.4805711\ttotal: 1.01s\tremaining: 7.38s\n36:\tlearn: 0.4801594\ttotal: 1.04s\tremaining: 7.39s\n37:\tlearn: 0.4797666\ttotal: 1.06s\tremaining: 7.34s\n38:\tlearn: 0.4794756\ttotal: 1.09s\tremaining: 7.3s\n39:\tlearn: 0.4790026\ttotal: 1.12s\tremaining: 7.28s\n40:\tlearn: 0.4785448\ttotal: 1.15s\tremaining: 7.25s\n41:\tlearn: 0.4783101\ttotal: 1.19s\tremaining: 7.3s\n42:\tlearn: 0.4779162\ttotal: 1.22s\tremaining: 7.29s\n43:\tlearn: 0.4775515\ttotal: 1.25s\tremaining: 7.27s\n44:\tlearn: 0.4772199\ttotal: 1.28s\tremaining: 7.27s\n45:\tlearn: 0.4768706\ttotal: 1.32s\tremaining: 7.28s\n46:\tlearn: 0.4765773\ttotal: 1.35s\tremaining: 7.28s\n47:\tlearn: 0.4763282\ttotal: 1.38s\tremaining: 7.25s\n48:\tlearn: 0.4760475\ttotal: 1.41s\tremaining: 7.22s\n49:\tlearn: 0.4757307\ttotal: 1.44s\tremaining: 7.21s\n50:\tlearn: 0.4755014\ttotal: 1.47s\tremaining: 7.16s\n51:\tlearn: 0.4751036\ttotal: 1.5s\tremaining: 7.15s\n52:\tlearn: 0.4748504\ttotal: 1.53s\tremaining: 7.15s\n53:\tlearn: 0.4746046\ttotal: 1.56s\tremaining: 7.13s\n54:\tlearn: 0.4741051\ttotal: 1.59s\tremaining: 7.1s\n55:\tlearn: 0.4738267\ttotal: 1.62s\tremaining: 7.07s\n56:\tlearn: 0.4736023\ttotal: 1.66s\tremaining: 7.06s\n57:\tlearn: 0.4732877\ttotal: 1.68s\tremaining: 7.03s\n58:\tlearn: 0.4729970\ttotal: 1.72s\tremaining: 7.03s\n59:\tlearn: 0.4728118\ttotal: 1.75s\tremaining: 7s\n60:\tlearn: 0.4725203\ttotal: 1.79s\tremaining: 7s\n61:\tlearn: 0.4721901\ttotal: 1.82s\tremaining: 6.98s\n62:\tlearn: 0.4719462\ttotal: 1.85s\tremaining: 6.96s\n63:\tlearn: 0.4716899\ttotal: 1.88s\tremaining: 6.94s\n64:\tlearn: 0.4715435\ttotal: 1.91s\tremaining: 6.91s\n65:\tlearn: 0.4713287\ttotal: 1.94s\tremaining: 6.88s\n66:\tlearn: 0.4711635\ttotal: 1.97s\tremaining: 6.84s\n67:\tlearn: 0.4709287\ttotal: 2s\tremaining: 6.83s\n68:\tlearn: 0.4706901\ttotal: 2.04s\tremaining: 6.81s\n69:\tlearn: 0.4705362\ttotal: 2.06s\tremaining: 6.79s\n70:\tlearn: 0.4704158\ttotal: 2.1s\tremaining: 6.76s\n71:\tlearn: 0.4701990\ttotal: 2.13s\tremaining: 6.74s\n72:\tlearn: 0.4699318\ttotal: 2.15s\tremaining: 6.7s\n73:\tlearn: 0.4697641\ttotal: 2.18s\tremaining: 6.67s\n74:\tlearn: 0.4695454\ttotal: 2.21s\tremaining: 6.64s\n75:\tlearn: 0.4693449\ttotal: 2.24s\tremaining: 6.6s\n76:\tlearn: 0.4691916\ttotal: 2.27s\tremaining: 6.57s\n77:\tlearn: 0.4690319\ttotal: 2.3s\tremaining: 6.54s\n78:\tlearn: 0.4688357\ttotal: 2.33s\tremaining: 6.51s\n79:\tlearn: 0.4686925\ttotal: 2.36s\tremaining: 6.48s\n80:\tlearn: 0.4684343\ttotal: 2.38s\tremaining: 6.45s\n81:\tlearn: 0.4682245\ttotal: 2.41s\tremaining: 6.4s\n82:\tlearn: 0.4679749\ttotal: 2.43s\tremaining: 6.36s\n83:\tlearn: 0.4678029\ttotal: 2.46s\tremaining: 6.32s\n84:\tlearn: 0.4676076\ttotal: 2.48s\tremaining: 6.29s\n85:\tlearn: 0.4674469\ttotal: 2.52s\tremaining: 6.27s\n86:\tlearn: 0.4672552\ttotal: 2.55s\tremaining: 6.23s\n87:\tlearn: 0.4670665\ttotal: 2.58s\tremaining: 6.22s\n88:\tlearn: 0.4668647\ttotal: 2.62s\tremaining: 6.2s\n89:\tlearn: 0.4666788\ttotal: 2.65s\tremaining: 6.18s\n90:\tlearn: 0.4664310\ttotal: 2.68s\tremaining: 6.15s\n91:\tlearn: 0.4661810\ttotal: 2.72s\tremaining: 6.15s\n92:\tlearn: 0.4659850\ttotal: 2.76s\tremaining: 6.14s\n93:\tlearn: 0.4658010\ttotal: 2.79s\tremaining: 6.12s\n94:\tlearn: 0.4655613\ttotal: 2.83s\tremaining: 6.11s\n95:\tlearn: 0.4653726\ttotal: 2.87s\tremaining: 6.09s\n96:\tlearn: 0.4651761\ttotal: 2.9s\tremaining: 6.07s\n97:\tlearn: 0.4649908\ttotal: 2.93s\tremaining: 6.04s\n98:\tlearn: 0.4648533\ttotal: 2.97s\tremaining: 6.02s\n99:\tlearn: 0.4645714\ttotal: 3s\tremaining: 6s\n100:\tlearn: 0.4644112\ttotal: 3.04s\tremaining: 5.99s\n101:\tlearn: 0.4641739\ttotal: 3.07s\tremaining: 5.96s\n102:\tlearn: 0.4640451\ttotal: 3.1s\tremaining: 5.94s\n103:\tlearn: 0.4638687\ttotal: 3.13s\tremaining: 5.91s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "104:\tlearn: 0.4637347\ttotal: 3.17s\tremaining: 5.88s\n105:\tlearn: 0.4635099\ttotal: 3.2s\tremaining: 5.86s\n106:\tlearn: 0.4633450\ttotal: 3.23s\tremaining: 5.83s\n107:\tlearn: 0.4631070\ttotal: 3.26s\tremaining: 5.8s\n108:\tlearn: 0.4629501\ttotal: 3.29s\tremaining: 5.77s\n109:\tlearn: 0.4628348\ttotal: 3.32s\tremaining: 5.74s\n110:\tlearn: 0.4626735\ttotal: 3.36s\tremaining: 5.72s\n111:\tlearn: 0.4623991\ttotal: 3.39s\tremaining: 5.68s\n112:\tlearn: 0.4622486\ttotal: 3.42s\tremaining: 5.66s\n113:\tlearn: 0.4621163\ttotal: 3.46s\tremaining: 5.64s\n114:\tlearn: 0.4619361\ttotal: 3.49s\tremaining: 5.62s\n115:\tlearn: 0.4616964\ttotal: 3.52s\tremaining: 5.59s\n116:\tlearn: 0.4615077\ttotal: 3.56s\tremaining: 5.57s\n117:\tlearn: 0.4613360\ttotal: 3.6s\tremaining: 5.55s\n118:\tlearn: 0.4612237\ttotal: 3.63s\tremaining: 5.52s\n119:\tlearn: 0.4610807\ttotal: 3.67s\tremaining: 5.5s\n120:\tlearn: 0.4609469\ttotal: 3.7s\tremaining: 5.47s\n121:\tlearn: 0.4607586\ttotal: 3.73s\tremaining: 5.44s\n122:\tlearn: 0.4606120\ttotal: 3.76s\tremaining: 5.41s\n123:\tlearn: 0.4603775\ttotal: 3.8s\tremaining: 5.39s\n124:\tlearn: 0.4602068\ttotal: 3.84s\tremaining: 5.38s\n125:\tlearn: 0.4600830\ttotal: 3.88s\tremaining: 5.36s\n126:\tlearn: 0.4599193\ttotal: 3.91s\tremaining: 5.32s\n127:\tlearn: 0.4596904\ttotal: 3.95s\tremaining: 5.31s\n128:\tlearn: 0.4595180\ttotal: 3.98s\tremaining: 5.28s\n129:\tlearn: 0.4593372\ttotal: 4.02s\tremaining: 5.25s\n130:\tlearn: 0.4592202\ttotal: 4.05s\tremaining: 5.23s\n131:\tlearn: 0.4590321\ttotal: 4.09s\tremaining: 5.2s\n132:\tlearn: 0.4588995\ttotal: 4.12s\tremaining: 5.17s\n133:\tlearn: 0.4587919\ttotal: 4.15s\tremaining: 5.14s\n134:\tlearn: 0.4586137\ttotal: 4.17s\tremaining: 5.1s\n135:\tlearn: 0.4585134\ttotal: 4.2s\tremaining: 5.07s\n136:\tlearn: 0.4584230\ttotal: 4.23s\tremaining: 5.04s\n137:\tlearn: 0.4582635\ttotal: 4.26s\tremaining: 5.01s\n138:\tlearn: 0.4580934\ttotal: 4.29s\tremaining: 4.97s\n139:\tlearn: 0.4579887\ttotal: 4.32s\tremaining: 4.94s\n140:\tlearn: 0.4578512\ttotal: 4.35s\tremaining: 4.91s\n141:\tlearn: 0.4577074\ttotal: 4.38s\tremaining: 4.88s\n142:\tlearn: 0.4575686\ttotal: 4.42s\tremaining: 4.86s\n143:\tlearn: 0.4574529\ttotal: 4.45s\tremaining: 4.82s\n144:\tlearn: 0.4573596\ttotal: 4.47s\tremaining: 4.78s\n145:\tlearn: 0.4572644\ttotal: 4.51s\tremaining: 4.75s\n146:\tlearn: 0.4570822\ttotal: 4.53s\tremaining: 4.72s\n147:\tlearn: 0.4569669\ttotal: 4.56s\tremaining: 4.68s\n148:\tlearn: 0.4568678\ttotal: 4.59s\tremaining: 4.65s\n149:\tlearn: 0.4567293\ttotal: 4.62s\tremaining: 4.62s\n150:\tlearn: 0.4565754\ttotal: 4.65s\tremaining: 4.58s\n151:\tlearn: 0.4564456\ttotal: 4.68s\tremaining: 4.55s\n152:\tlearn: 0.4562915\ttotal: 4.71s\tremaining: 4.52s\n153:\tlearn: 0.4561894\ttotal: 4.74s\tremaining: 4.49s\n154:\tlearn: 0.4560228\ttotal: 4.77s\tremaining: 4.46s\n155:\tlearn: 0.4559564\ttotal: 4.8s\tremaining: 4.43s\n156:\tlearn: 0.4558287\ttotal: 4.83s\tremaining: 4.39s\n157:\tlearn: 0.4556866\ttotal: 4.86s\tremaining: 4.36s\n158:\tlearn: 0.4555502\ttotal: 4.89s\tremaining: 4.34s\n159:\tlearn: 0.4554563\ttotal: 4.93s\tremaining: 4.31s\n160:\tlearn: 0.4552761\ttotal: 4.96s\tremaining: 4.29s\n161:\tlearn: 0.4551688\ttotal: 5s\tremaining: 4.26s\n162:\tlearn: 0.4550182\ttotal: 5.04s\tremaining: 4.24s\n163:\tlearn: 0.4548633\ttotal: 5.07s\tremaining: 4.21s\n164:\tlearn: 0.4547882\ttotal: 5.11s\tremaining: 4.18s\n165:\tlearn: 0.4546259\ttotal: 5.14s\tremaining: 4.15s\n166:\tlearn: 0.4544883\ttotal: 5.17s\tremaining: 4.12s\n167:\tlearn: 0.4543562\ttotal: 5.2s\tremaining: 4.08s\n168:\tlearn: 0.4542499\ttotal: 5.23s\tremaining: 4.05s\n169:\tlearn: 0.4541202\ttotal: 5.26s\tremaining: 4.02s\n170:\tlearn: 0.4540198\ttotal: 5.29s\tremaining: 3.99s\n171:\tlearn: 0.4539189\ttotal: 5.32s\tremaining: 3.96s\n172:\tlearn: 0.4537798\ttotal: 5.36s\tremaining: 3.93s\n173:\tlearn: 0.4536946\ttotal: 5.39s\tremaining: 3.9s\n174:\tlearn: 0.4535852\ttotal: 5.42s\tremaining: 3.87s\n175:\tlearn: 0.4534306\ttotal: 5.45s\tremaining: 3.84s\n176:\tlearn: 0.4533401\ttotal: 5.48s\tremaining: 3.81s\n177:\tlearn: 0.4532163\ttotal: 5.51s\tremaining: 3.78s\n178:\tlearn: 0.4530987\ttotal: 5.54s\tremaining: 3.74s\n179:\tlearn: 0.4529874\ttotal: 5.57s\tremaining: 3.71s\n180:\tlearn: 0.4528317\ttotal: 5.6s\tremaining: 3.68s\n181:\tlearn: 0.4527239\ttotal: 5.63s\tremaining: 3.65s\n182:\tlearn: 0.4526361\ttotal: 5.66s\tremaining: 3.62s\n183:\tlearn: 0.4525377\ttotal: 5.69s\tremaining: 3.58s\n184:\tlearn: 0.4524143\ttotal: 5.72s\tremaining: 3.55s\n185:\tlearn: 0.4523192\ttotal: 5.75s\tremaining: 3.52s\n186:\tlearn: 0.4521847\ttotal: 5.78s\tremaining: 3.49s\n187:\tlearn: 0.4521015\ttotal: 5.81s\tremaining: 3.46s\n188:\tlearn: 0.4519848\ttotal: 5.84s\tremaining: 3.43s\n189:\tlearn: 0.4518467\ttotal: 5.87s\tremaining: 3.4s\n190:\tlearn: 0.4517065\ttotal: 5.9s\tremaining: 3.37s\n191:\tlearn: 0.4515938\ttotal: 5.93s\tremaining: 3.33s\n192:\tlearn: 0.4514684\ttotal: 5.96s\tremaining: 3.3s\n193:\tlearn: 0.4513295\ttotal: 5.98s\tremaining: 3.27s\n194:\tlearn: 0.4512470\ttotal: 6.02s\tremaining: 3.24s\n195:\tlearn: 0.4511560\ttotal: 6.05s\tremaining: 3.21s\n196:\tlearn: 0.4510284\ttotal: 6.08s\tremaining: 3.18s\n197:\tlearn: 0.4509150\ttotal: 6.12s\tremaining: 3.15s\n198:\tlearn: 0.4508036\ttotal: 6.14s\tremaining: 3.12s\n199:\tlearn: 0.4506750\ttotal: 6.17s\tremaining: 3.09s\n200:\tlearn: 0.4506350\ttotal: 6.2s\tremaining: 3.05s\n201:\tlearn: 0.4505023\ttotal: 6.23s\tremaining: 3.02s\n202:\tlearn: 0.4504293\ttotal: 6.26s\tremaining: 2.99s\n203:\tlearn: 0.4503583\ttotal: 6.29s\tremaining: 2.96s\n204:\tlearn: 0.4502707\ttotal: 6.32s\tremaining: 2.93s\n205:\tlearn: 0.4501687\ttotal: 6.34s\tremaining: 2.9s\n206:\tlearn: 0.4500596\ttotal: 6.37s\tremaining: 2.86s\n207:\tlearn: 0.4499548\ttotal: 6.4s\tremaining: 2.83s\n208:\tlearn: 0.4498610\ttotal: 6.43s\tremaining: 2.8s\n209:\tlearn: 0.4497683\ttotal: 6.46s\tremaining: 2.77s\n210:\tlearn: 0.4496912\ttotal: 6.48s\tremaining: 2.73s\n211:\tlearn: 0.4495831\ttotal: 6.51s\tremaining: 2.7s\n212:\tlearn: 0.4494958\ttotal: 6.54s\tremaining: 2.67s\n213:\tlearn: 0.4494239\ttotal: 6.56s\tremaining: 2.64s\n214:\tlearn: 0.4493358\ttotal: 6.59s\tremaining: 2.6s\n215:\tlearn: 0.4492404\ttotal: 6.62s\tremaining: 2.57s\n216:\tlearn: 0.4491067\ttotal: 6.64s\tremaining: 2.54s\n217:\tlearn: 0.4490201\ttotal: 6.67s\tremaining: 2.51s\n218:\tlearn: 0.4489070\ttotal: 6.7s\tremaining: 2.48s\n219:\tlearn: 0.4488001\ttotal: 6.73s\tremaining: 2.45s\n220:\tlearn: 0.4486792\ttotal: 6.76s\tremaining: 2.42s\n221:\tlearn: 0.4485835\ttotal: 6.79s\tremaining: 2.38s\n222:\tlearn: 0.4484858\ttotal: 6.82s\tremaining: 2.35s\n223:\tlearn: 0.4483739\ttotal: 6.85s\tremaining: 2.32s\n224:\tlearn: 0.4482703\ttotal: 6.88s\tremaining: 2.29s\n225:\tlearn: 0.4481630\ttotal: 6.91s\tremaining: 2.26s\n226:\tlearn: 0.4480794\ttotal: 6.95s\tremaining: 2.23s\n227:\tlearn: 0.4479695\ttotal: 6.98s\tremaining: 2.2s\n228:\tlearn: 0.4478495\ttotal: 7.01s\tremaining: 2.17s\n229:\tlearn: 0.4477824\ttotal: 7.04s\tremaining: 2.14s\n230:\tlearn: 0.4476751\ttotal: 7.08s\tremaining: 2.11s\n231:\tlearn: 0.4476099\ttotal: 7.12s\tremaining: 2.08s\n232:\tlearn: 0.4475309\ttotal: 7.15s\tremaining: 2.06s\n233:\tlearn: 0.4474129\ttotal: 7.19s\tremaining: 2.03s\n234:\tlearn: 0.4473372\ttotal: 7.22s\tremaining: 2s\n235:\tlearn: 0.4472426\ttotal: 7.25s\tremaining: 1.97s\n236:\tlearn: 0.4471550\ttotal: 7.29s\tremaining: 1.94s\n237:\tlearn: 0.4470773\ttotal: 7.32s\tremaining: 1.91s\n238:\tlearn: 0.4470082\ttotal: 7.34s\tremaining: 1.87s\n239:\tlearn: 0.4469019\ttotal: 7.38s\tremaining: 1.84s\n240:\tlearn: 0.4468021\ttotal: 7.4s\tremaining: 1.81s\n241:\tlearn: 0.4467294\ttotal: 7.43s\tremaining: 1.78s\n242:\tlearn: 0.4466042\ttotal: 7.46s\tremaining: 1.75s\n243:\tlearn: 0.4465018\ttotal: 7.49s\tremaining: 1.72s\n244:\tlearn: 0.4463826\ttotal: 7.52s\tremaining: 1.69s\n245:\tlearn: 0.4462628\ttotal: 7.55s\tremaining: 1.66s\n246:\tlearn: 0.4461267\ttotal: 7.58s\tremaining: 1.63s\n247:\tlearn: 0.4460468\ttotal: 7.61s\tremaining: 1.6s\n248:\tlearn: 0.4459418\ttotal: 7.64s\tremaining: 1.56s\n249:\tlearn: 0.4458465\ttotal: 7.67s\tremaining: 1.53s\n250:\tlearn: 0.4457634\ttotal: 7.7s\tremaining: 1.5s\n251:\tlearn: 0.4456574\ttotal: 7.73s\tremaining: 1.47s\n252:\tlearn: 0.4455713\ttotal: 7.76s\tremaining: 1.44s\n253:\tlearn: 0.4454657\ttotal: 7.79s\tremaining: 1.41s\n254:\tlearn: 0.4454076\ttotal: 7.81s\tremaining: 1.38s\n255:\tlearn: 0.4453204\ttotal: 7.84s\tremaining: 1.35s\n256:\tlearn: 0.4452021\ttotal: 7.87s\tremaining: 1.32s\n257:\tlearn: 0.4451002\ttotal: 7.9s\tremaining: 1.28s\n258:\tlearn: 0.4450212\ttotal: 7.93s\tremaining: 1.25s\n259:\tlearn: 0.4449117\ttotal: 7.96s\tremaining: 1.23s\n260:\tlearn: 0.4448217\ttotal: 8s\tremaining: 1.2s\n261:\tlearn: 0.4447369\ttotal: 8.03s\tremaining: 1.17s\n262:\tlearn: 0.4446537\ttotal: 8.07s\tremaining: 1.14s\n263:\tlearn: 0.4445378\ttotal: 8.1s\tremaining: 1.1s\n264:\tlearn: 0.4444798\ttotal: 8.13s\tremaining: 1.07s\n265:\tlearn: 0.4444004\ttotal: 8.16s\tremaining: 1.04s\n266:\tlearn: 0.4442996\ttotal: 8.19s\tremaining: 1.01s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "267:\tlearn: 0.4442088\ttotal: 8.22s\tremaining: 981ms\n268:\tlearn: 0.4441122\ttotal: 8.25s\tremaining: 951ms\n269:\tlearn: 0.4440124\ttotal: 8.28s\tremaining: 920ms\n270:\tlearn: 0.4438973\ttotal: 8.31s\tremaining: 889ms\n271:\tlearn: 0.4438314\ttotal: 8.34s\tremaining: 859ms\n272:\tlearn: 0.4437750\ttotal: 8.37s\tremaining: 828ms\n273:\tlearn: 0.4437232\ttotal: 8.4s\tremaining: 797ms\n274:\tlearn: 0.4436626\ttotal: 8.43s\tremaining: 766ms\n275:\tlearn: 0.4435524\ttotal: 8.46s\tremaining: 736ms\n276:\tlearn: 0.4434846\ttotal: 8.49s\tremaining: 705ms\n277:\tlearn: 0.4433605\ttotal: 8.52s\tremaining: 675ms\n278:\tlearn: 0.4432838\ttotal: 8.56s\tremaining: 644ms\n279:\tlearn: 0.4431842\ttotal: 8.59s\tremaining: 614ms\n280:\tlearn: 0.4430891\ttotal: 8.63s\tremaining: 583ms\n281:\tlearn: 0.4429954\ttotal: 8.66s\tremaining: 553ms\n282:\tlearn: 0.4429029\ttotal: 8.69s\tremaining: 522ms\n283:\tlearn: 0.4427930\ttotal: 8.72s\tremaining: 492ms\n284:\tlearn: 0.4427185\ttotal: 8.75s\tremaining: 461ms\n285:\tlearn: 0.4426413\ttotal: 8.78s\tremaining: 430ms\n286:\tlearn: 0.4425848\ttotal: 8.81s\tremaining: 399ms\n287:\tlearn: 0.4425031\ttotal: 8.84s\tremaining: 368ms\n288:\tlearn: 0.4424190\ttotal: 8.87s\tremaining: 338ms\n289:\tlearn: 0.4423545\ttotal: 8.91s\tremaining: 307ms\n290:\tlearn: 0.4422738\ttotal: 8.93s\tremaining: 276ms\n291:\tlearn: 0.4421742\ttotal: 8.96s\tremaining: 246ms\n292:\tlearn: 0.4420518\ttotal: 8.99s\tremaining: 215ms\n293:\tlearn: 0.4419712\ttotal: 9.03s\tremaining: 184ms\n294:\tlearn: 0.4419010\ttotal: 9.06s\tremaining: 154ms\n295:\tlearn: 0.4418413\ttotal: 9.09s\tremaining: 123ms\n296:\tlearn: 0.4417660\ttotal: 9.12s\tremaining: 92.1ms\n297:\tlearn: 0.4416476\ttotal: 9.15s\tremaining: 61.4ms\n298:\tlearn: 0.4415741\ttotal: 9.19s\tremaining: 30.7ms\n299:\tlearn: 0.4415091\ttotal: 9.21s\tremaining: 0us\n0:\tlearn: 0.6810372\ttotal: 33.1ms\tremaining: 9.91s\n1:\tlearn: 0.6697381\ttotal: 65.9ms\tremaining: 9.82s\n2:\tlearn: 0.6588636\ttotal: 102ms\tremaining: 10.1s\n3:\tlearn: 0.6490045\ttotal: 134ms\tremaining: 9.94s\n4:\tlearn: 0.6395255\ttotal: 162ms\tremaining: 9.57s\n5:\tlearn: 0.6307431\ttotal: 198ms\tremaining: 9.69s\n6:\tlearn: 0.6226969\ttotal: 231ms\tremaining: 9.68s\n7:\tlearn: 0.6149244\ttotal: 263ms\tremaining: 9.6s\n8:\tlearn: 0.6077724\ttotal: 295ms\tremaining: 9.54s\n9:\tlearn: 0.6009837\ttotal: 327ms\tremaining: 9.49s\n10:\tlearn: 0.5945448\ttotal: 354ms\tremaining: 9.31s\n11:\tlearn: 0.5886802\ttotal: 385ms\tremaining: 9.24s\n12:\tlearn: 0.5828850\ttotal: 413ms\tremaining: 9.11s\n13:\tlearn: 0.5776717\ttotal: 444ms\tremaining: 9.06s\n14:\tlearn: 0.5727843\ttotal: 476ms\tremaining: 9.04s\n15:\tlearn: 0.5682755\ttotal: 510ms\tremaining: 9.05s\n16:\tlearn: 0.5637686\ttotal: 542ms\tremaining: 9.02s\n17:\tlearn: 0.5597796\ttotal: 571ms\tremaining: 8.94s\n18:\tlearn: 0.5560870\ttotal: 602ms\tremaining: 8.9s\n19:\tlearn: 0.5525634\ttotal: 634ms\tremaining: 8.88s\n20:\tlearn: 0.5491778\ttotal: 666ms\tremaining: 8.85s\n21:\tlearn: 0.5460004\ttotal: 692ms\tremaining: 8.74s\n22:\tlearn: 0.5429772\ttotal: 720ms\tremaining: 8.68s\n23:\tlearn: 0.5401826\ttotal: 750ms\tremaining: 8.63s\n24:\tlearn: 0.5375994\ttotal: 778ms\tremaining: 8.56s\n25:\tlearn: 0.5351380\ttotal: 806ms\tremaining: 8.49s\n26:\tlearn: 0.5329214\ttotal: 833ms\tremaining: 8.43s\n27:\tlearn: 0.5307940\ttotal: 861ms\tremaining: 8.37s\n28:\tlearn: 0.5287265\ttotal: 889ms\tremaining: 8.3s\n29:\tlearn: 0.5267781\ttotal: 917ms\tremaining: 8.25s\n30:\tlearn: 0.5248843\ttotal: 945ms\tremaining: 8.2s\n31:\tlearn: 0.5230297\ttotal: 973ms\tremaining: 8.15s\n32:\tlearn: 0.5215190\ttotal: 1s\tremaining: 8.1s\n33:\tlearn: 0.5198638\ttotal: 1.03s\tremaining: 8.05s\n34:\tlearn: 0.5185306\ttotal: 1.06s\tremaining: 8.03s\n35:\tlearn: 0.5172240\ttotal: 1.09s\tremaining: 7.98s\n36:\tlearn: 0.5158515\ttotal: 1.12s\tremaining: 7.95s\n37:\tlearn: 0.5148022\ttotal: 1.14s\tremaining: 7.89s\n38:\tlearn: 0.5136922\ttotal: 1.17s\tremaining: 7.86s\n39:\tlearn: 0.5125092\ttotal: 1.21s\tremaining: 7.85s\n40:\tlearn: 0.5114695\ttotal: 1.24s\tremaining: 7.8s\n41:\tlearn: 0.5103702\ttotal: 1.26s\tremaining: 7.76s\n42:\tlearn: 0.5093747\ttotal: 1.29s\tremaining: 7.7s\n43:\tlearn: 0.5085681\ttotal: 1.31s\tremaining: 7.65s\n44:\tlearn: 0.5077202\ttotal: 1.34s\tremaining: 7.62s\n45:\tlearn: 0.5068494\ttotal: 1.37s\tremaining: 7.59s\n46:\tlearn: 0.5060332\ttotal: 1.41s\tremaining: 7.57s\n47:\tlearn: 0.5052125\ttotal: 1.44s\tremaining: 7.55s\n48:\tlearn: 0.5044643\ttotal: 1.47s\tremaining: 7.53s\n49:\tlearn: 0.5038586\ttotal: 1.5s\tremaining: 7.51s\n50:\tlearn: 0.5031997\ttotal: 1.53s\tremaining: 7.48s\n51:\tlearn: 0.5024946\ttotal: 1.56s\tremaining: 7.45s\n52:\tlearn: 0.5019053\ttotal: 1.59s\tremaining: 7.43s\n53:\tlearn: 0.5013716\ttotal: 1.63s\tremaining: 7.41s\n54:\tlearn: 0.5008594\ttotal: 1.66s\tremaining: 7.39s\n55:\tlearn: 0.5003563\ttotal: 1.69s\tremaining: 7.36s\n56:\tlearn: 0.4998106\ttotal: 1.72s\tremaining: 7.34s\n57:\tlearn: 0.4993049\ttotal: 1.75s\tremaining: 7.3s\n58:\tlearn: 0.4988755\ttotal: 1.78s\tremaining: 7.28s\n59:\tlearn: 0.4984431\ttotal: 1.81s\tremaining: 7.25s\n60:\tlearn: 0.4979590\ttotal: 1.84s\tremaining: 7.2s\n61:\tlearn: 0.4975938\ttotal: 1.87s\tremaining: 7.17s\n62:\tlearn: 0.4972030\ttotal: 1.9s\tremaining: 7.13s\n63:\tlearn: 0.4968826\ttotal: 1.93s\tremaining: 7.11s\n64:\tlearn: 0.4965835\ttotal: 1.96s\tremaining: 7.09s\n65:\tlearn: 0.4962183\ttotal: 1.99s\tremaining: 7.05s\n66:\tlearn: 0.4959040\ttotal: 2.02s\tremaining: 7.03s\n67:\tlearn: 0.4956152\ttotal: 2.05s\tremaining: 7s\n68:\tlearn: 0.4952709\ttotal: 2.08s\tremaining: 6.96s\n69:\tlearn: 0.4949485\ttotal: 2.11s\tremaining: 6.94s\n70:\tlearn: 0.4946467\ttotal: 2.14s\tremaining: 6.9s\n71:\tlearn: 0.4943933\ttotal: 2.18s\tremaining: 6.9s\n72:\tlearn: 0.4941740\ttotal: 2.21s\tremaining: 6.88s\n73:\tlearn: 0.4939070\ttotal: 2.25s\tremaining: 6.86s\n74:\tlearn: 0.4936460\ttotal: 2.28s\tremaining: 6.83s\n75:\tlearn: 0.4934426\ttotal: 2.31s\tremaining: 6.8s\n76:\tlearn: 0.4932197\ttotal: 2.34s\tremaining: 6.78s\n77:\tlearn: 0.4929003\ttotal: 2.37s\tremaining: 6.75s\n78:\tlearn: 0.4926232\ttotal: 2.41s\tremaining: 6.75s\n79:\tlearn: 0.4923840\ttotal: 2.46s\tremaining: 6.77s\n80:\tlearn: 0.4921346\ttotal: 2.5s\tremaining: 6.75s\n81:\tlearn: 0.4919568\ttotal: 2.54s\tremaining: 6.74s\n82:\tlearn: 0.4917280\ttotal: 2.58s\tremaining: 6.75s\n83:\tlearn: 0.4915125\ttotal: 2.62s\tremaining: 6.75s\n84:\tlearn: 0.4913142\ttotal: 2.67s\tremaining: 6.76s\n85:\tlearn: 0.4911228\ttotal: 2.71s\tremaining: 6.73s\n86:\tlearn: 0.4908899\ttotal: 2.74s\tremaining: 6.71s\n87:\tlearn: 0.4906852\ttotal: 2.77s\tremaining: 6.67s\n88:\tlearn: 0.4905004\ttotal: 2.8s\tremaining: 6.64s\n89:\tlearn: 0.4903328\ttotal: 2.83s\tremaining: 6.61s\n90:\tlearn: 0.4901965\ttotal: 2.87s\tremaining: 6.58s\n91:\tlearn: 0.4899914\ttotal: 2.89s\tremaining: 6.54s\n92:\tlearn: 0.4898339\ttotal: 2.92s\tremaining: 6.5s\n93:\tlearn: 0.4896917\ttotal: 2.96s\tremaining: 6.49s\n94:\tlearn: 0.4895439\ttotal: 3s\tremaining: 6.47s\n95:\tlearn: 0.4893143\ttotal: 3.03s\tremaining: 6.44s\n96:\tlearn: 0.4891429\ttotal: 3.07s\tremaining: 6.42s\n97:\tlearn: 0.4889654\ttotal: 3.1s\tremaining: 6.39s\n98:\tlearn: 0.4888229\ttotal: 3.14s\tremaining: 6.37s\n99:\tlearn: 0.4886424\ttotal: 3.17s\tremaining: 6.34s\n100:\tlearn: 0.4884631\ttotal: 3.2s\tremaining: 6.31s\n101:\tlearn: 0.4882771\ttotal: 3.24s\tremaining: 6.29s\n102:\tlearn: 0.4880954\ttotal: 3.27s\tremaining: 6.26s\n103:\tlearn: 0.4879061\ttotal: 3.31s\tremaining: 6.25s\n104:\tlearn: 0.4877934\ttotal: 3.35s\tremaining: 6.22s\n105:\tlearn: 0.4876587\ttotal: 3.38s\tremaining: 6.2s\n106:\tlearn: 0.4875639\ttotal: 3.42s\tremaining: 6.16s\n107:\tlearn: 0.4874537\ttotal: 3.45s\tremaining: 6.13s\n108:\tlearn: 0.4872780\ttotal: 3.48s\tremaining: 6.11s\n109:\tlearn: 0.4871256\ttotal: 3.52s\tremaining: 6.08s\n110:\tlearn: 0.4869571\ttotal: 3.56s\tremaining: 6.05s\n111:\tlearn: 0.4868388\ttotal: 3.59s\tremaining: 6.03s\n112:\tlearn: 0.4866788\ttotal: 3.63s\tremaining: 6.01s\n113:\tlearn: 0.4865500\ttotal: 3.66s\tremaining: 5.98s\n114:\tlearn: 0.4864378\ttotal: 3.69s\tremaining: 5.94s\n115:\tlearn: 0.4862725\ttotal: 3.73s\tremaining: 5.91s\n116:\tlearn: 0.4861789\ttotal: 3.76s\tremaining: 5.88s\n117:\tlearn: 0.4860768\ttotal: 3.79s\tremaining: 5.85s\n118:\tlearn: 0.4859723\ttotal: 3.82s\tremaining: 5.81s\n119:\tlearn: 0.4858946\ttotal: 3.85s\tremaining: 5.78s\n120:\tlearn: 0.4857662\ttotal: 3.89s\tremaining: 5.75s\n121:\tlearn: 0.4856435\ttotal: 3.92s\tremaining: 5.72s\n122:\tlearn: 0.4855496\ttotal: 3.96s\tremaining: 5.7s\n123:\tlearn: 0.4854053\ttotal: 4s\tremaining: 5.68s\n124:\tlearn: 0.4853168\ttotal: 4.04s\tremaining: 5.66s\n125:\tlearn: 0.4852041\ttotal: 4.08s\tremaining: 5.63s\n126:\tlearn: 0.4850805\ttotal: 4.12s\tremaining: 5.61s\n127:\tlearn: 0.4849673\ttotal: 4.15s\tremaining: 5.58s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "128:\tlearn: 0.4848730\ttotal: 4.18s\tremaining: 5.55s\n129:\tlearn: 0.4847646\ttotal: 4.22s\tremaining: 5.52s\n130:\tlearn: 0.4846771\ttotal: 4.26s\tremaining: 5.49s\n131:\tlearn: 0.4845756\ttotal: 4.29s\tremaining: 5.47s\n132:\tlearn: 0.4844643\ttotal: 4.34s\tremaining: 5.45s\n133:\tlearn: 0.4843326\ttotal: 4.38s\tremaining: 5.42s\n134:\tlearn: 0.4842316\ttotal: 4.41s\tremaining: 5.39s\n135:\tlearn: 0.4840847\ttotal: 4.45s\tremaining: 5.37s\n136:\tlearn: 0.4839267\ttotal: 4.49s\tremaining: 5.34s\n137:\tlearn: 0.4837825\ttotal: 4.53s\tremaining: 5.31s\n138:\tlearn: 0.4836350\ttotal: 4.56s\tremaining: 5.28s\n139:\tlearn: 0.4835161\ttotal: 4.59s\tremaining: 5.25s\n140:\tlearn: 0.4833972\ttotal: 4.63s\tremaining: 5.22s\n141:\tlearn: 0.4833007\ttotal: 4.66s\tremaining: 5.19s\n142:\tlearn: 0.4832094\ttotal: 4.7s\tremaining: 5.16s\n143:\tlearn: 0.4831061\ttotal: 4.73s\tremaining: 5.13s\n144:\tlearn: 0.4829989\ttotal: 4.77s\tremaining: 5.1s\n145:\tlearn: 0.4828984\ttotal: 4.8s\tremaining: 5.07s\n146:\tlearn: 0.4828282\ttotal: 4.85s\tremaining: 5.04s\n147:\tlearn: 0.4827037\ttotal: 4.89s\tremaining: 5.03s\n148:\tlearn: 0.4826484\ttotal: 4.94s\tremaining: 5s\n149:\tlearn: 0.4825638\ttotal: 4.97s\tremaining: 4.97s\n150:\tlearn: 0.4824828\ttotal: 5.01s\tremaining: 4.95s\n151:\tlearn: 0.4823598\ttotal: 5.04s\tremaining: 4.91s\n152:\tlearn: 0.4822601\ttotal: 5.09s\tremaining: 4.89s\n153:\tlearn: 0.4821833\ttotal: 5.13s\tremaining: 4.86s\n154:\tlearn: 0.4820644\ttotal: 5.17s\tremaining: 4.84s\n155:\tlearn: 0.4819795\ttotal: 5.21s\tremaining: 4.81s\n156:\tlearn: 0.4818736\ttotal: 5.24s\tremaining: 4.78s\n157:\tlearn: 0.4817968\ttotal: 5.28s\tremaining: 4.75s\n158:\tlearn: 0.4816873\ttotal: 5.32s\tremaining: 4.71s\n159:\tlearn: 0.4816045\ttotal: 5.35s\tremaining: 4.68s\n160:\tlearn: 0.4815066\ttotal: 5.38s\tremaining: 4.65s\n161:\tlearn: 0.4814302\ttotal: 5.42s\tremaining: 4.62s\n162:\tlearn: 0.4813604\ttotal: 5.47s\tremaining: 4.6s\n163:\tlearn: 0.4812818\ttotal: 5.52s\tremaining: 4.58s\n164:\tlearn: 0.4812184\ttotal: 5.56s\tremaining: 4.55s\n165:\tlearn: 0.4811665\ttotal: 5.6s\tremaining: 4.52s\n166:\tlearn: 0.4811230\ttotal: 5.63s\tremaining: 4.49s\n167:\tlearn: 0.4810508\ttotal: 5.68s\tremaining: 4.46s\n168:\tlearn: 0.4809358\ttotal: 5.72s\tremaining: 4.43s\n169:\tlearn: 0.4808674\ttotal: 5.77s\tremaining: 4.41s\n170:\tlearn: 0.4807694\ttotal: 5.8s\tremaining: 4.38s\n171:\tlearn: 0.4806917\ttotal: 5.83s\tremaining: 4.34s\n172:\tlearn: 0.4806196\ttotal: 5.86s\tremaining: 4.3s\n173:\tlearn: 0.4805593\ttotal: 5.9s\tremaining: 4.27s\n174:\tlearn: 0.4804998\ttotal: 5.93s\tremaining: 4.24s\n175:\tlearn: 0.4804461\ttotal: 5.97s\tremaining: 4.21s\n176:\tlearn: 0.4803852\ttotal: 6.01s\tremaining: 4.18s\n177:\tlearn: 0.4802855\ttotal: 6.05s\tremaining: 4.14s\n178:\tlearn: 0.4802093\ttotal: 6.08s\tremaining: 4.11s\n179:\tlearn: 0.4801429\ttotal: 6.12s\tremaining: 4.08s\n180:\tlearn: 0.4800663\ttotal: 6.16s\tremaining: 4.05s\n181:\tlearn: 0.4799643\ttotal: 6.2s\tremaining: 4.02s\n182:\tlearn: 0.4798431\ttotal: 6.23s\tremaining: 3.99s\n183:\tlearn: 0.4797557\ttotal: 6.27s\tremaining: 3.96s\n184:\tlearn: 0.4796863\ttotal: 6.31s\tremaining: 3.92s\n185:\tlearn: 0.4796249\ttotal: 6.35s\tremaining: 3.89s\n186:\tlearn: 0.4795486\ttotal: 6.38s\tremaining: 3.86s\n187:\tlearn: 0.4794617\ttotal: 6.41s\tremaining: 3.82s\n188:\tlearn: 0.4793830\ttotal: 6.44s\tremaining: 3.78s\n189:\tlearn: 0.4792937\ttotal: 6.47s\tremaining: 3.75s\n190:\tlearn: 0.4792260\ttotal: 6.5s\tremaining: 3.71s\n191:\tlearn: 0.4791619\ttotal: 6.53s\tremaining: 3.67s\n192:\tlearn: 0.4790943\ttotal: 6.56s\tremaining: 3.64s\n193:\tlearn: 0.4790123\ttotal: 6.59s\tremaining: 3.6s\n194:\tlearn: 0.4789125\ttotal: 6.62s\tremaining: 3.56s\n195:\tlearn: 0.4788342\ttotal: 6.64s\tremaining: 3.53s\n196:\tlearn: 0.4787678\ttotal: 6.68s\tremaining: 3.49s\n197:\tlearn: 0.4786557\ttotal: 6.71s\tremaining: 3.46s\n198:\tlearn: 0.4786148\ttotal: 6.74s\tremaining: 3.42s\n199:\tlearn: 0.4785234\ttotal: 6.77s\tremaining: 3.39s\n200:\tlearn: 0.4784252\ttotal: 6.8s\tremaining: 3.35s\n201:\tlearn: 0.4783325\ttotal: 6.84s\tremaining: 3.32s\n202:\tlearn: 0.4782813\ttotal: 6.9s\tremaining: 3.29s\n203:\tlearn: 0.4781821\ttotal: 6.94s\tremaining: 3.27s\n204:\tlearn: 0.4781370\ttotal: 6.98s\tremaining: 3.23s\n205:\tlearn: 0.4780799\ttotal: 7.01s\tremaining: 3.2s\n206:\tlearn: 0.4779661\ttotal: 7.04s\tremaining: 3.16s\n207:\tlearn: 0.4779264\ttotal: 7.08s\tremaining: 3.13s\n208:\tlearn: 0.4778633\ttotal: 7.1s\tremaining: 3.09s\n209:\tlearn: 0.4777532\ttotal: 7.14s\tremaining: 3.06s\n210:\tlearn: 0.4777012\ttotal: 7.17s\tremaining: 3.02s\n211:\tlearn: 0.4775967\ttotal: 7.21s\tremaining: 2.99s\n212:\tlearn: 0.4775110\ttotal: 7.24s\tremaining: 2.96s\n213:\tlearn: 0.4774367\ttotal: 7.28s\tremaining: 2.92s\n214:\tlearn: 0.4773638\ttotal: 7.31s\tremaining: 2.89s\n215:\tlearn: 0.4772816\ttotal: 7.34s\tremaining: 2.85s\n216:\tlearn: 0.4772152\ttotal: 7.37s\tremaining: 2.82s\n217:\tlearn: 0.4771508\ttotal: 7.4s\tremaining: 2.78s\n218:\tlearn: 0.4770829\ttotal: 7.43s\tremaining: 2.75s\n219:\tlearn: 0.4770160\ttotal: 7.47s\tremaining: 2.71s\n220:\tlearn: 0.4769448\ttotal: 7.5s\tremaining: 2.68s\n221:\tlearn: 0.4768696\ttotal: 7.52s\tremaining: 2.64s\n222:\tlearn: 0.4768165\ttotal: 7.56s\tremaining: 2.61s\n223:\tlearn: 0.4767573\ttotal: 7.59s\tremaining: 2.57s\n224:\tlearn: 0.4767021\ttotal: 7.62s\tremaining: 2.54s\n225:\tlearn: 0.4766261\ttotal: 7.65s\tremaining: 2.51s\n226:\tlearn: 0.4765281\ttotal: 7.68s\tremaining: 2.47s\n227:\tlearn: 0.4764693\ttotal: 7.71s\tremaining: 2.44s\n228:\tlearn: 0.4764209\ttotal: 7.75s\tremaining: 2.4s\n229:\tlearn: 0.4763778\ttotal: 7.78s\tremaining: 2.37s\n230:\tlearn: 0.4763213\ttotal: 7.8s\tremaining: 2.33s\n231:\tlearn: 0.4762529\ttotal: 7.83s\tremaining: 2.29s\n232:\tlearn: 0.4761685\ttotal: 7.87s\tremaining: 2.26s\n233:\tlearn: 0.4760841\ttotal: 7.9s\tremaining: 2.23s\n234:\tlearn: 0.4760268\ttotal: 7.93s\tremaining: 2.19s\n235:\tlearn: 0.4759699\ttotal: 7.97s\tremaining: 2.16s\n236:\tlearn: 0.4758902\ttotal: 8.01s\tremaining: 2.13s\n237:\tlearn: 0.4758220\ttotal: 8.04s\tremaining: 2.09s\n238:\tlearn: 0.4757751\ttotal: 8.07s\tremaining: 2.06s\n239:\tlearn: 0.4757000\ttotal: 8.1s\tremaining: 2.02s\n240:\tlearn: 0.4756291\ttotal: 8.13s\tremaining: 1.99s\n241:\tlearn: 0.4755744\ttotal: 8.16s\tremaining: 1.96s\n242:\tlearn: 0.4755138\ttotal: 8.19s\tremaining: 1.92s\n243:\tlearn: 0.4754771\ttotal: 8.22s\tremaining: 1.89s\n244:\tlearn: 0.4754183\ttotal: 8.26s\tremaining: 1.85s\n245:\tlearn: 0.4753681\ttotal: 8.3s\tremaining: 1.82s\n246:\tlearn: 0.4753011\ttotal: 8.34s\tremaining: 1.79s\n247:\tlearn: 0.4752525\ttotal: 8.37s\tremaining: 1.75s\n248:\tlearn: 0.4751775\ttotal: 8.4s\tremaining: 1.72s\n249:\tlearn: 0.4751119\ttotal: 8.43s\tremaining: 1.69s\n250:\tlearn: 0.4750588\ttotal: 8.46s\tremaining: 1.65s\n251:\tlearn: 0.4749918\ttotal: 8.49s\tremaining: 1.62s\n252:\tlearn: 0.4749338\ttotal: 8.52s\tremaining: 1.58s\n253:\tlearn: 0.4748613\ttotal: 8.56s\tremaining: 1.55s\n254:\tlearn: 0.4747934\ttotal: 8.59s\tremaining: 1.52s\n255:\tlearn: 0.4747357\ttotal: 8.63s\tremaining: 1.48s\n256:\tlearn: 0.4746933\ttotal: 8.67s\tremaining: 1.45s\n257:\tlearn: 0.4746298\ttotal: 8.7s\tremaining: 1.42s\n258:\tlearn: 0.4745799\ttotal: 8.72s\tremaining: 1.38s\n259:\tlearn: 0.4744952\ttotal: 8.76s\tremaining: 1.35s\n260:\tlearn: 0.4744347\ttotal: 8.79s\tremaining: 1.31s\n261:\tlearn: 0.4743636\ttotal: 8.81s\tremaining: 1.28s\n262:\tlearn: 0.4742889\ttotal: 8.84s\tremaining: 1.24s\n263:\tlearn: 0.4742522\ttotal: 8.88s\tremaining: 1.21s\n264:\tlearn: 0.4741919\ttotal: 8.92s\tremaining: 1.18s\n265:\tlearn: 0.4741255\ttotal: 8.94s\tremaining: 1.14s\n266:\tlearn: 0.4740736\ttotal: 8.98s\tremaining: 1.11s\n267:\tlearn: 0.4739949\ttotal: 9.02s\tremaining: 1.08s\n268:\tlearn: 0.4739517\ttotal: 9.05s\tremaining: 1.04s\n269:\tlearn: 0.4739044\ttotal: 9.08s\tremaining: 1.01s\n270:\tlearn: 0.4738505\ttotal: 9.11s\tremaining: 975ms\n271:\tlearn: 0.4737848\ttotal: 9.14s\tremaining: 941ms\n272:\tlearn: 0.4737230\ttotal: 9.18s\tremaining: 908ms\n273:\tlearn: 0.4736528\ttotal: 9.21s\tremaining: 874ms\n274:\tlearn: 0.4735860\ttotal: 9.24s\tremaining: 840ms\n275:\tlearn: 0.4735249\ttotal: 9.27s\tremaining: 806ms\n276:\tlearn: 0.4734861\ttotal: 9.31s\tremaining: 773ms\n277:\tlearn: 0.4734304\ttotal: 9.34s\tremaining: 739ms\n278:\tlearn: 0.4733741\ttotal: 9.38s\tremaining: 706ms\n279:\tlearn: 0.4733204\ttotal: 9.41s\tremaining: 672ms\n280:\tlearn: 0.4732733\ttotal: 9.44s\tremaining: 638ms\n281:\tlearn: 0.4732211\ttotal: 9.47s\tremaining: 605ms\n282:\tlearn: 0.4731639\ttotal: 9.5s\tremaining: 571ms\n283:\tlearn: 0.4731196\ttotal: 9.54s\tremaining: 537ms\n284:\tlearn: 0.4730701\ttotal: 9.57s\tremaining: 504ms\n285:\tlearn: 0.4730172\ttotal: 9.61s\tremaining: 471ms\n286:\tlearn: 0.4729503\ttotal: 9.65s\tremaining: 437ms\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "287:\tlearn: 0.4729015\ttotal: 9.69s\tremaining: 404ms\n288:\tlearn: 0.4728513\ttotal: 9.72s\tremaining: 370ms\n289:\tlearn: 0.4727837\ttotal: 9.76s\tremaining: 336ms\n290:\tlearn: 0.4727295\ttotal: 9.79s\tremaining: 303ms\n291:\tlearn: 0.4726733\ttotal: 9.82s\tremaining: 269ms\n292:\tlearn: 0.4726241\ttotal: 9.86s\tremaining: 236ms\n293:\tlearn: 0.4725806\ttotal: 9.9s\tremaining: 202ms\n294:\tlearn: 0.4725101\ttotal: 9.93s\tremaining: 168ms\n295:\tlearn: 0.4724619\ttotal: 9.96s\tremaining: 135ms\n296:\tlearn: 0.4724328\ttotal: 10s\tremaining: 101ms\n297:\tlearn: 0.4724012\ttotal: 10s\tremaining: 67.4ms\n298:\tlearn: 0.4723563\ttotal: 10.1s\tremaining: 33.7ms\n299:\tlearn: 0.4723199\ttotal: 10.1s\tremaining: 0us\n0:\tlearn: 0.6810261\ttotal: 32.8ms\tremaining: 9.8s\n1:\tlearn: 0.6694326\ttotal: 61.3ms\tremaining: 9.13s\n2:\tlearn: 0.6586834\ttotal: 93.5ms\tremaining: 9.25s\n3:\tlearn: 0.6487677\ttotal: 124ms\tremaining: 9.15s\n4:\tlearn: 0.6393881\ttotal: 149ms\tremaining: 8.81s\n5:\tlearn: 0.6307393\ttotal: 180ms\tremaining: 8.8s\n6:\tlearn: 0.6224594\ttotal: 207ms\tremaining: 8.68s\n7:\tlearn: 0.6146808\ttotal: 240ms\tremaining: 8.76s\n8:\tlearn: 0.6072389\ttotal: 272ms\tremaining: 8.8s\n9:\tlearn: 0.6004114\ttotal: 307ms\tremaining: 8.89s\n10:\tlearn: 0.5940942\ttotal: 343ms\tremaining: 9.02s\n11:\tlearn: 0.5880918\ttotal: 373ms\tremaining: 8.96s\n12:\tlearn: 0.5823358\ttotal: 405ms\tremaining: 8.95s\n13:\tlearn: 0.5771819\ttotal: 437ms\tremaining: 8.93s\n14:\tlearn: 0.5723637\ttotal: 472ms\tremaining: 8.97s\n15:\tlearn: 0.5677025\ttotal: 505ms\tremaining: 8.96s\n16:\tlearn: 0.5632350\ttotal: 536ms\tremaining: 8.93s\n17:\tlearn: 0.5592917\ttotal: 566ms\tremaining: 8.87s\n18:\tlearn: 0.5555538\ttotal: 600ms\tremaining: 8.87s\n19:\tlearn: 0.5518748\ttotal: 631ms\tremaining: 8.84s\n20:\tlearn: 0.5485828\ttotal: 659ms\tremaining: 8.75s\n21:\tlearn: 0.5454359\ttotal: 687ms\tremaining: 8.68s\n22:\tlearn: 0.5425477\ttotal: 719ms\tremaining: 8.66s\n23:\tlearn: 0.5399531\ttotal: 751ms\tremaining: 8.64s\n24:\tlearn: 0.5373163\ttotal: 780ms\tremaining: 8.58s\n25:\tlearn: 0.5351167\ttotal: 810ms\tremaining: 8.54s\n26:\tlearn: 0.5327972\ttotal: 841ms\tremaining: 8.51s\n27:\tlearn: 0.5307107\ttotal: 871ms\tremaining: 8.46s\n28:\tlearn: 0.5287574\ttotal: 903ms\tremaining: 8.43s\n29:\tlearn: 0.5268963\ttotal: 937ms\tremaining: 8.43s\n30:\tlearn: 0.5252243\ttotal: 970ms\tremaining: 8.41s\n31:\tlearn: 0.5235925\ttotal: 1.01s\tremaining: 8.46s\n32:\tlearn: 0.5219292\ttotal: 1.04s\tremaining: 8.41s\n33:\tlearn: 0.5204086\ttotal: 1.07s\tremaining: 8.36s\n34:\tlearn: 0.5188215\ttotal: 1.1s\tremaining: 8.32s\n35:\tlearn: 0.5174952\ttotal: 1.13s\tremaining: 8.3s\n36:\tlearn: 0.5162383\ttotal: 1.17s\tremaining: 8.3s\n37:\tlearn: 0.5150701\ttotal: 1.2s\tremaining: 8.3s\n38:\tlearn: 0.5138846\ttotal: 1.24s\tremaining: 8.29s\n39:\tlearn: 0.5128253\ttotal: 1.27s\tremaining: 8.24s\n40:\tlearn: 0.5117485\ttotal: 1.3s\tremaining: 8.22s\n41:\tlearn: 0.5107498\ttotal: 1.33s\tremaining: 8.17s\n42:\tlearn: 0.5097399\ttotal: 1.36s\tremaining: 8.13s\n43:\tlearn: 0.5088310\ttotal: 1.39s\tremaining: 8.1s\n44:\tlearn: 0.5079498\ttotal: 1.42s\tremaining: 8.05s\n45:\tlearn: 0.5071147\ttotal: 1.45s\tremaining: 8.02s\n46:\tlearn: 0.5063786\ttotal: 1.48s\tremaining: 7.98s\n47:\tlearn: 0.5055838\ttotal: 1.51s\tremaining: 7.95s\n48:\tlearn: 0.5048439\ttotal: 1.55s\tremaining: 7.92s\n49:\tlearn: 0.5041452\ttotal: 1.58s\tremaining: 7.9s\n50:\tlearn: 0.5035844\ttotal: 1.61s\tremaining: 7.87s\n51:\tlearn: 0.5029660\ttotal: 1.65s\tremaining: 7.85s\n52:\tlearn: 0.5024239\ttotal: 1.68s\tremaining: 7.82s\n53:\tlearn: 0.5018711\ttotal: 1.71s\tremaining: 7.79s\n54:\tlearn: 0.5013976\ttotal: 1.74s\tremaining: 7.77s\n55:\tlearn: 0.5008846\ttotal: 1.78s\tremaining: 7.74s\n56:\tlearn: 0.5003586\ttotal: 1.81s\tremaining: 7.72s\n57:\tlearn: 0.4999614\ttotal: 1.84s\tremaining: 7.7s\n58:\tlearn: 0.4994590\ttotal: 1.87s\tremaining: 7.65s\n59:\tlearn: 0.4990031\ttotal: 1.91s\tremaining: 7.63s\n60:\tlearn: 0.4985286\ttotal: 1.94s\tremaining: 7.6s\n61:\tlearn: 0.4981863\ttotal: 1.97s\tremaining: 7.57s\n62:\tlearn: 0.4978404\ttotal: 2s\tremaining: 7.55s\n63:\tlearn: 0.4974555\ttotal: 2.04s\tremaining: 7.52s\n64:\tlearn: 0.4971311\ttotal: 2.07s\tremaining: 7.5s\n65:\tlearn: 0.4968222\ttotal: 2.11s\tremaining: 7.47s\n66:\tlearn: 0.4964910\ttotal: 2.14s\tremaining: 7.44s\n67:\tlearn: 0.4961693\ttotal: 2.18s\tremaining: 7.42s\n68:\tlearn: 0.4958308\ttotal: 2.21s\tremaining: 7.4s\n69:\tlearn: 0.4954806\ttotal: 2.25s\tremaining: 7.38s\n70:\tlearn: 0.4952010\ttotal: 2.27s\tremaining: 7.34s\n71:\tlearn: 0.4948856\ttotal: 2.31s\tremaining: 7.31s\n72:\tlearn: 0.4946020\ttotal: 2.34s\tremaining: 7.28s\n73:\tlearn: 0.4942583\ttotal: 2.37s\tremaining: 7.25s\n74:\tlearn: 0.4939834\ttotal: 2.41s\tremaining: 7.24s\n75:\tlearn: 0.4937173\ttotal: 2.45s\tremaining: 7.21s\n76:\tlearn: 0.4934763\ttotal: 2.48s\tremaining: 7.17s\n77:\tlearn: 0.4932188\ttotal: 2.51s\tremaining: 7.15s\n78:\tlearn: 0.4929540\ttotal: 2.55s\tremaining: 7.13s\n79:\tlearn: 0.4927445\ttotal: 2.58s\tremaining: 7.1s\n80:\tlearn: 0.4925275\ttotal: 2.62s\tremaining: 7.07s\n81:\tlearn: 0.4923096\ttotal: 2.64s\tremaining: 7.03s\n82:\tlearn: 0.4920977\ttotal: 2.68s\tremaining: 7s\n83:\tlearn: 0.4919126\ttotal: 2.71s\tremaining: 6.97s\n84:\tlearn: 0.4917075\ttotal: 2.74s\tremaining: 6.94s\n85:\tlearn: 0.4914955\ttotal: 2.77s\tremaining: 6.91s\n86:\tlearn: 0.4913399\ttotal: 2.81s\tremaining: 6.87s\n87:\tlearn: 0.4911870\ttotal: 2.84s\tremaining: 6.84s\n88:\tlearn: 0.4909707\ttotal: 2.87s\tremaining: 6.81s\n89:\tlearn: 0.4907372\ttotal: 2.9s\tremaining: 6.77s\n90:\tlearn: 0.4905683\ttotal: 2.93s\tremaining: 6.74s\n91:\tlearn: 0.4904238\ttotal: 2.96s\tremaining: 6.7s\n92:\tlearn: 0.4902530\ttotal: 2.99s\tremaining: 6.67s\n93:\tlearn: 0.4901349\ttotal: 3.02s\tremaining: 6.63s\n94:\tlearn: 0.4899246\ttotal: 3.05s\tremaining: 6.58s\n95:\tlearn: 0.4897509\ttotal: 3.08s\tremaining: 6.55s\n96:\tlearn: 0.4895345\ttotal: 3.12s\tremaining: 6.53s\n97:\tlearn: 0.4893552\ttotal: 3.15s\tremaining: 6.5s\n98:\tlearn: 0.4891822\ttotal: 3.19s\tremaining: 6.47s\n99:\tlearn: 0.4890548\ttotal: 3.22s\tremaining: 6.44s\n100:\tlearn: 0.4889685\ttotal: 3.25s\tremaining: 6.4s\n101:\tlearn: 0.4887816\ttotal: 3.28s\tremaining: 6.37s\n102:\tlearn: 0.4885936\ttotal: 3.3s\tremaining: 6.32s\n103:\tlearn: 0.4884746\ttotal: 3.33s\tremaining: 6.28s\n104:\tlearn: 0.4883787\ttotal: 3.37s\tremaining: 6.25s\n105:\tlearn: 0.4882561\ttotal: 3.4s\tremaining: 6.23s\n106:\tlearn: 0.4880838\ttotal: 3.44s\tremaining: 6.2s\n107:\tlearn: 0.4879754\ttotal: 3.46s\tremaining: 6.15s\n108:\tlearn: 0.4878614\ttotal: 3.49s\tremaining: 6.11s\n109:\tlearn: 0.4877220\ttotal: 3.52s\tremaining: 6.07s\n110:\tlearn: 0.4875954\ttotal: 3.54s\tremaining: 6.04s\n111:\tlearn: 0.4874376\ttotal: 3.57s\tremaining: 6s\n112:\tlearn: 0.4873080\ttotal: 3.6s\tremaining: 5.95s\n113:\tlearn: 0.4871962\ttotal: 3.62s\tremaining: 5.91s\n114:\tlearn: 0.4870378\ttotal: 3.65s\tremaining: 5.87s\n115:\tlearn: 0.4869671\ttotal: 3.67s\tremaining: 5.83s\n116:\tlearn: 0.4868056\ttotal: 3.7s\tremaining: 5.79s\n117:\tlearn: 0.4866705\ttotal: 3.73s\tremaining: 5.75s\n118:\tlearn: 0.4865316\ttotal: 3.76s\tremaining: 5.71s\n119:\tlearn: 0.4864104\ttotal: 3.78s\tremaining: 5.67s\n120:\tlearn: 0.4862637\ttotal: 3.81s\tremaining: 5.64s\n121:\tlearn: 0.4861328\ttotal: 3.84s\tremaining: 5.6s\n122:\tlearn: 0.4860173\ttotal: 3.87s\tremaining: 5.57s\n123:\tlearn: 0.4858797\ttotal: 3.89s\tremaining: 5.53s\n124:\tlearn: 0.4857105\ttotal: 3.92s\tremaining: 5.48s\n125:\tlearn: 0.4855982\ttotal: 3.94s\tremaining: 5.45s\n126:\tlearn: 0.4854913\ttotal: 3.97s\tremaining: 5.41s\n127:\tlearn: 0.4853581\ttotal: 4s\tremaining: 5.37s\n128:\tlearn: 0.4852296\ttotal: 4.03s\tremaining: 5.34s\n129:\tlearn: 0.4851285\ttotal: 4.06s\tremaining: 5.31s\n130:\tlearn: 0.4850413\ttotal: 4.09s\tremaining: 5.28s\n131:\tlearn: 0.4849364\ttotal: 4.13s\tremaining: 5.25s\n132:\tlearn: 0.4848303\ttotal: 4.16s\tremaining: 5.23s\n133:\tlearn: 0.4847304\ttotal: 4.2s\tremaining: 5.2s\n134:\tlearn: 0.4846456\ttotal: 4.22s\tremaining: 5.16s\n135:\tlearn: 0.4845805\ttotal: 4.25s\tremaining: 5.13s\n136:\tlearn: 0.4845070\ttotal: 4.28s\tremaining: 5.09s\n137:\tlearn: 0.4844274\ttotal: 4.31s\tremaining: 5.06s\n138:\tlearn: 0.4843561\ttotal: 4.34s\tremaining: 5.03s\n139:\tlearn: 0.4842883\ttotal: 4.37s\tremaining: 4.99s\n140:\tlearn: 0.4841770\ttotal: 4.4s\tremaining: 4.96s\n141:\tlearn: 0.4841047\ttotal: 4.43s\tremaining: 4.93s\n142:\tlearn: 0.4840358\ttotal: 4.46s\tremaining: 4.9s\n143:\tlearn: 0.4839414\ttotal: 4.49s\tremaining: 4.87s\n144:\tlearn: 0.4838338\ttotal: 4.52s\tremaining: 4.83s\n145:\tlearn: 0.4837303\ttotal: 4.55s\tremaining: 4.8s\n146:\tlearn: 0.4836112\ttotal: 4.59s\tremaining: 4.78s\n147:\tlearn: 0.4835416\ttotal: 4.63s\tremaining: 4.76s\n148:\tlearn: 0.4834872\ttotal: 4.67s\tremaining: 4.73s\n149:\tlearn: 0.4833996\ttotal: 4.7s\tremaining: 4.7s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "150:\tlearn: 0.4833020\ttotal: 4.73s\tremaining: 4.67s\n151:\tlearn: 0.4832241\ttotal: 4.77s\tremaining: 4.64s\n152:\tlearn: 0.4831446\ttotal: 4.8s\tremaining: 4.61s\n153:\tlearn: 0.4830522\ttotal: 4.83s\tremaining: 4.58s\n154:\tlearn: 0.4829634\ttotal: 4.86s\tremaining: 4.55s\n155:\tlearn: 0.4828945\ttotal: 4.9s\tremaining: 4.52s\n156:\tlearn: 0.4828192\ttotal: 4.93s\tremaining: 4.49s\n157:\tlearn: 0.4827420\ttotal: 4.96s\tremaining: 4.46s\n158:\tlearn: 0.4826457\ttotal: 5s\tremaining: 4.44s\n159:\tlearn: 0.4825460\ttotal: 5.03s\tremaining: 4.4s\n160:\tlearn: 0.4824536\ttotal: 5.06s\tremaining: 4.37s\n161:\tlearn: 0.4823274\ttotal: 5.09s\tremaining: 4.34s\n162:\tlearn: 0.4822108\ttotal: 5.12s\tremaining: 4.3s\n163:\tlearn: 0.4821249\ttotal: 5.16s\tremaining: 4.28s\n164:\tlearn: 0.4820570\ttotal: 5.19s\tremaining: 4.25s\n165:\tlearn: 0.4819441\ttotal: 5.22s\tremaining: 4.21s\n166:\tlearn: 0.4818782\ttotal: 5.25s\tremaining: 4.18s\n167:\tlearn: 0.4818215\ttotal: 5.28s\tremaining: 4.15s\n168:\tlearn: 0.4817201\ttotal: 5.3s\tremaining: 4.11s\n169:\tlearn: 0.4816387\ttotal: 5.33s\tremaining: 4.08s\n170:\tlearn: 0.4815062\ttotal: 5.36s\tremaining: 4.04s\n171:\tlearn: 0.4814124\ttotal: 5.39s\tremaining: 4.01s\n172:\tlearn: 0.4813163\ttotal: 5.43s\tremaining: 3.98s\n173:\tlearn: 0.4812238\ttotal: 5.46s\tremaining: 3.96s\n174:\tlearn: 0.4811080\ttotal: 5.49s\tremaining: 3.92s\n175:\tlearn: 0.4810485\ttotal: 5.52s\tremaining: 3.89s\n176:\tlearn: 0.4809858\ttotal: 5.55s\tremaining: 3.85s\n177:\tlearn: 0.4808737\ttotal: 5.58s\tremaining: 3.82s\n178:\tlearn: 0.4807793\ttotal: 5.61s\tremaining: 3.79s\n179:\tlearn: 0.4806796\ttotal: 5.63s\tremaining: 3.76s\n180:\tlearn: 0.4806307\ttotal: 5.67s\tremaining: 3.73s\n181:\tlearn: 0.4805771\ttotal: 5.7s\tremaining: 3.7s\n182:\tlearn: 0.4805133\ttotal: 5.73s\tremaining: 3.66s\n183:\tlearn: 0.4804565\ttotal: 5.76s\tremaining: 3.63s\n184:\tlearn: 0.4804110\ttotal: 5.79s\tremaining: 3.6s\n185:\tlearn: 0.4803240\ttotal: 5.83s\tremaining: 3.57s\n186:\tlearn: 0.4802304\ttotal: 5.85s\tremaining: 3.54s\n187:\tlearn: 0.4801612\ttotal: 5.89s\tremaining: 3.51s\n188:\tlearn: 0.4800962\ttotal: 5.92s\tremaining: 3.48s\n189:\tlearn: 0.4800116\ttotal: 5.95s\tremaining: 3.45s\n190:\tlearn: 0.4799384\ttotal: 5.99s\tremaining: 3.42s\n191:\tlearn: 0.4798150\ttotal: 6.02s\tremaining: 3.39s\n192:\tlearn: 0.4797356\ttotal: 6.05s\tremaining: 3.36s\n193:\tlearn: 0.4796362\ttotal: 6.09s\tremaining: 3.33s\n194:\tlearn: 0.4795446\ttotal: 6.12s\tremaining: 3.3s\n195:\tlearn: 0.4794941\ttotal: 6.16s\tremaining: 3.27s\n196:\tlearn: 0.4794294\ttotal: 6.19s\tremaining: 3.23s\n197:\tlearn: 0.4793474\ttotal: 6.22s\tremaining: 3.2s\n198:\tlearn: 0.4792767\ttotal: 6.25s\tremaining: 3.17s\n199:\tlearn: 0.4791999\ttotal: 6.29s\tremaining: 3.14s\n200:\tlearn: 0.4790927\ttotal: 6.32s\tremaining: 3.11s\n201:\tlearn: 0.4789870\ttotal: 6.36s\tremaining: 3.08s\n202:\tlearn: 0.4789042\ttotal: 6.39s\tremaining: 3.05s\n203:\tlearn: 0.4788120\ttotal: 6.42s\tremaining: 3.02s\n204:\tlearn: 0.4787424\ttotal: 6.45s\tremaining: 2.99s\n205:\tlearn: 0.4786435\ttotal: 6.48s\tremaining: 2.96s\n206:\tlearn: 0.4785708\ttotal: 6.52s\tremaining: 2.93s\n207:\tlearn: 0.4784708\ttotal: 6.55s\tremaining: 2.9s\n208:\tlearn: 0.4784091\ttotal: 6.58s\tremaining: 2.86s\n209:\tlearn: 0.4783466\ttotal: 6.6s\tremaining: 2.83s\n210:\tlearn: 0.4782723\ttotal: 6.63s\tremaining: 2.8s\n211:\tlearn: 0.4782400\ttotal: 6.67s\tremaining: 2.77s\n212:\tlearn: 0.4781615\ttotal: 6.69s\tremaining: 2.73s\n213:\tlearn: 0.4781038\ttotal: 6.72s\tremaining: 2.7s\n214:\tlearn: 0.4780470\ttotal: 6.75s\tremaining: 2.67s\n215:\tlearn: 0.4779626\ttotal: 6.78s\tremaining: 2.64s\n216:\tlearn: 0.4779126\ttotal: 6.81s\tremaining: 2.6s\n217:\tlearn: 0.4778508\ttotal: 6.84s\tremaining: 2.57s\n218:\tlearn: 0.4777522\ttotal: 6.87s\tremaining: 2.54s\n219:\tlearn: 0.4776942\ttotal: 6.89s\tremaining: 2.51s\n220:\tlearn: 0.4776227\ttotal: 6.92s\tremaining: 2.47s\n221:\tlearn: 0.4775403\ttotal: 6.95s\tremaining: 2.44s\n222:\tlearn: 0.4774679\ttotal: 6.98s\tremaining: 2.41s\n223:\tlearn: 0.4773953\ttotal: 7.01s\tremaining: 2.38s\n224:\tlearn: 0.4773215\ttotal: 7.05s\tremaining: 2.35s\n225:\tlearn: 0.4772619\ttotal: 7.08s\tremaining: 2.32s\n226:\tlearn: 0.4771782\ttotal: 7.12s\tremaining: 2.29s\n227:\tlearn: 0.4771186\ttotal: 7.16s\tremaining: 2.26s\n228:\tlearn: 0.4770650\ttotal: 7.19s\tremaining: 2.23s\n229:\tlearn: 0.4769935\ttotal: 7.21s\tremaining: 2.2s\n230:\tlearn: 0.4769635\ttotal: 7.24s\tremaining: 2.16s\n231:\tlearn: 0.4769144\ttotal: 7.27s\tremaining: 2.13s\n232:\tlearn: 0.4768236\ttotal: 7.31s\tremaining: 2.1s\n233:\tlearn: 0.4767691\ttotal: 7.34s\tremaining: 2.07s\n234:\tlearn: 0.4767126\ttotal: 7.38s\tremaining: 2.04s\n235:\tlearn: 0.4766559\ttotal: 7.41s\tremaining: 2.01s\n236:\tlearn: 0.4765637\ttotal: 7.44s\tremaining: 1.98s\n237:\tlearn: 0.4764938\ttotal: 7.47s\tremaining: 1.95s\n238:\tlearn: 0.4763928\ttotal: 7.5s\tremaining: 1.91s\n239:\tlearn: 0.4763144\ttotal: 7.53s\tremaining: 1.88s\n240:\tlearn: 0.4762468\ttotal: 7.55s\tremaining: 1.85s\n241:\tlearn: 0.4761742\ttotal: 7.58s\tremaining: 1.82s\n242:\tlearn: 0.4761178\ttotal: 7.61s\tremaining: 1.78s\n243:\tlearn: 0.4760391\ttotal: 7.64s\tremaining: 1.75s\n244:\tlearn: 0.4759798\ttotal: 7.67s\tremaining: 1.72s\n245:\tlearn: 0.4759494\ttotal: 7.69s\tremaining: 1.69s\n246:\tlearn: 0.4758872\ttotal: 7.72s\tremaining: 1.66s\n247:\tlearn: 0.4758332\ttotal: 7.75s\tremaining: 1.63s\n248:\tlearn: 0.4757607\ttotal: 7.79s\tremaining: 1.59s\n249:\tlearn: 0.4757168\ttotal: 7.82s\tremaining: 1.56s\n250:\tlearn: 0.4756437\ttotal: 7.86s\tremaining: 1.53s\n251:\tlearn: 0.4755719\ttotal: 7.89s\tremaining: 1.5s\n252:\tlearn: 0.4755038\ttotal: 7.93s\tremaining: 1.47s\n253:\tlearn: 0.4754648\ttotal: 7.96s\tremaining: 1.44s\n254:\tlearn: 0.4754038\ttotal: 7.99s\tremaining: 1.41s\n255:\tlearn: 0.4753683\ttotal: 8.02s\tremaining: 1.38s\n256:\tlearn: 0.4753335\ttotal: 8.05s\tremaining: 1.35s\n257:\tlearn: 0.4752678\ttotal: 8.08s\tremaining: 1.31s\n258:\tlearn: 0.4752305\ttotal: 8.11s\tremaining: 1.28s\n259:\tlearn: 0.4751422\ttotal: 8.13s\tremaining: 1.25s\n260:\tlearn: 0.4750737\ttotal: 8.16s\tremaining: 1.22s\n261:\tlearn: 0.4749990\ttotal: 8.19s\tremaining: 1.19s\n262:\tlearn: 0.4749389\ttotal: 8.22s\tremaining: 1.16s\n263:\tlearn: 0.4748646\ttotal: 8.25s\tremaining: 1.13s\n264:\tlearn: 0.4747941\ttotal: 8.28s\tremaining: 1.09s\n265:\tlearn: 0.4747516\ttotal: 8.31s\tremaining: 1.06s\n266:\tlearn: 0.4746953\ttotal: 8.34s\tremaining: 1.03s\n267:\tlearn: 0.4746393\ttotal: 8.38s\tremaining: 1s\n268:\tlearn: 0.4746025\ttotal: 8.42s\tremaining: 970ms\n269:\tlearn: 0.4745225\ttotal: 8.46s\tremaining: 939ms\n270:\tlearn: 0.4744567\ttotal: 8.49s\tremaining: 909ms\n271:\tlearn: 0.4744031\ttotal: 8.53s\tremaining: 878ms\n272:\tlearn: 0.4743566\ttotal: 8.56s\tremaining: 847ms\n273:\tlearn: 0.4742823\ttotal: 8.6s\tremaining: 816ms\n274:\tlearn: 0.4742247\ttotal: 8.64s\tremaining: 785ms\n275:\tlearn: 0.4741530\ttotal: 8.68s\tremaining: 754ms\n276:\tlearn: 0.4740879\ttotal: 8.71s\tremaining: 723ms\n277:\tlearn: 0.4740247\ttotal: 8.74s\tremaining: 692ms\n278:\tlearn: 0.4739624\ttotal: 8.77s\tremaining: 660ms\n279:\tlearn: 0.4739043\ttotal: 8.8s\tremaining: 629ms\n280:\tlearn: 0.4738495\ttotal: 8.83s\tremaining: 597ms\n281:\tlearn: 0.4738123\ttotal: 8.86s\tremaining: 565ms\n282:\tlearn: 0.4737690\ttotal: 8.88s\tremaining: 534ms\n283:\tlearn: 0.4737011\ttotal: 8.91s\tremaining: 502ms\n284:\tlearn: 0.4736538\ttotal: 8.94s\tremaining: 470ms\n285:\tlearn: 0.4736242\ttotal: 8.97s\tremaining: 439ms\n286:\tlearn: 0.4735548\ttotal: 9s\tremaining: 408ms\n287:\tlearn: 0.4734862\ttotal: 9.03s\tremaining: 376ms\n288:\tlearn: 0.4734486\ttotal: 9.07s\tremaining: 345ms\n289:\tlearn: 0.4733710\ttotal: 9.11s\tremaining: 314ms\n290:\tlearn: 0.4733127\ttotal: 9.14s\tremaining: 283ms\n291:\tlearn: 0.4732365\ttotal: 9.18s\tremaining: 252ms\n292:\tlearn: 0.4731806\ttotal: 9.22s\tremaining: 220ms\n293:\tlearn: 0.4731172\ttotal: 9.25s\tremaining: 189ms\n294:\tlearn: 0.4730724\ttotal: 9.28s\tremaining: 157ms\n295:\tlearn: 0.4730099\ttotal: 9.31s\tremaining: 126ms\n296:\tlearn: 0.4729506\ttotal: 9.34s\tremaining: 94.4ms\n297:\tlearn: 0.4728907\ttotal: 9.38s\tremaining: 63ms\n298:\tlearn: 0.4728439\ttotal: 9.42s\tremaining: 31.5ms\n299:\tlearn: 0.4727858\ttotal: 9.44s\tremaining: 0us\n0:\tlearn: 0.6810268\ttotal: 31.6ms\tremaining: 9.46s\n1:\tlearn: 0.6696898\ttotal: 61.8ms\tremaining: 9.21s\n2:\tlearn: 0.6590971\ttotal: 93.3ms\tremaining: 9.24s\n3:\tlearn: 0.6491856\ttotal: 128ms\tremaining: 9.46s\n4:\tlearn: 0.6397049\ttotal: 158ms\tremaining: 9.33s\n5:\tlearn: 0.6307635\ttotal: 193ms\tremaining: 9.44s\n6:\tlearn: 0.6225427\ttotal: 226ms\tremaining: 9.47s\n7:\tlearn: 0.6150262\ttotal: 257ms\tremaining: 9.39s\n8:\tlearn: 0.6079048\ttotal: 292ms\tremaining: 9.45s\n9:\tlearn: 0.6012060\ttotal: 321ms\tremaining: 9.32s\n10:\tlearn: 0.5947346\ttotal: 357ms\tremaining: 9.37s\n11:\tlearn: 0.5887803\ttotal: 397ms\tremaining: 9.52s\n12:\tlearn: 0.5830818\ttotal: 435ms\tremaining: 9.6s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "13:\tlearn: 0.5778581\ttotal: 469ms\tremaining: 9.58s\n14:\tlearn: 0.5729884\ttotal: 501ms\tremaining: 9.51s\n15:\tlearn: 0.5684517\ttotal: 532ms\tremaining: 9.44s\n16:\tlearn: 0.5643286\ttotal: 564ms\tremaining: 9.39s\n17:\tlearn: 0.5604454\ttotal: 596ms\tremaining: 9.34s\n18:\tlearn: 0.5564494\ttotal: 628ms\tremaining: 9.29s\n19:\tlearn: 0.5528067\ttotal: 665ms\tremaining: 9.31s\n20:\tlearn: 0.5494099\ttotal: 696ms\tremaining: 9.24s\n21:\tlearn: 0.5463049\ttotal: 727ms\tremaining: 9.19s\n22:\tlearn: 0.5434326\ttotal: 764ms\tremaining: 9.2s\n23:\tlearn: 0.5406065\ttotal: 798ms\tremaining: 9.17s\n24:\tlearn: 0.5379024\ttotal: 829ms\tremaining: 9.12s\n25:\tlearn: 0.5354936\ttotal: 859ms\tremaining: 9.05s\n26:\tlearn: 0.5332359\ttotal: 892ms\tremaining: 9.02s\n27:\tlearn: 0.5311423\ttotal: 925ms\tremaining: 8.99s\n28:\tlearn: 0.5289863\ttotal: 958ms\tremaining: 8.95s\n29:\tlearn: 0.5269099\ttotal: 991ms\tremaining: 8.92s\n30:\tlearn: 0.5250851\ttotal: 1.02s\tremaining: 8.89s\n31:\tlearn: 0.5233611\ttotal: 1.05s\tremaining: 8.84s\n32:\tlearn: 0.5217640\ttotal: 1.08s\tremaining: 8.77s\n33:\tlearn: 0.5202510\ttotal: 1.11s\tremaining: 8.7s\n34:\tlearn: 0.5189302\ttotal: 1.15s\tremaining: 8.69s\n35:\tlearn: 0.5176542\ttotal: 1.18s\tremaining: 8.64s\n36:\tlearn: 0.5164038\ttotal: 1.21s\tremaining: 8.59s\n37:\tlearn: 0.5152199\ttotal: 1.24s\tremaining: 8.57s\n38:\tlearn: 0.5141121\ttotal: 1.28s\tremaining: 8.56s\n39:\tlearn: 0.5131196\ttotal: 1.31s\tremaining: 8.53s\n40:\tlearn: 0.5119935\ttotal: 1.34s\tremaining: 8.47s\n41:\tlearn: 0.5109819\ttotal: 1.37s\tremaining: 8.42s\n42:\tlearn: 0.5099670\ttotal: 1.4s\tremaining: 8.37s\n43:\tlearn: 0.5089328\ttotal: 1.43s\tremaining: 8.33s\n44:\tlearn: 0.5081603\ttotal: 1.46s\tremaining: 8.29s\n45:\tlearn: 0.5073177\ttotal: 1.49s\tremaining: 8.23s\n46:\tlearn: 0.5065362\ttotal: 1.52s\tremaining: 8.17s\n47:\tlearn: 0.5057954\ttotal: 1.55s\tremaining: 8.12s\n48:\tlearn: 0.5051578\ttotal: 1.57s\tremaining: 8.07s\n49:\tlearn: 0.5045451\ttotal: 1.6s\tremaining: 8.03s\n50:\tlearn: 0.5039823\ttotal: 1.63s\tremaining: 7.97s\n51:\tlearn: 0.5034153\ttotal: 1.66s\tremaining: 7.92s\n52:\tlearn: 0.5027555\ttotal: 1.69s\tremaining: 7.88s\n53:\tlearn: 0.5021675\ttotal: 1.72s\tremaining: 7.83s\n54:\tlearn: 0.5015788\ttotal: 1.75s\tremaining: 7.8s\n55:\tlearn: 0.5010656\ttotal: 1.78s\tremaining: 7.77s\n56:\tlearn: 0.5005025\ttotal: 1.81s\tremaining: 7.73s\n57:\tlearn: 0.5000162\ttotal: 1.84s\tremaining: 7.7s\n58:\tlearn: 0.4995324\ttotal: 1.88s\tremaining: 7.67s\n59:\tlearn: 0.4991617\ttotal: 1.91s\tremaining: 7.65s\n60:\tlearn: 0.4988165\ttotal: 1.95s\tremaining: 7.62s\n61:\tlearn: 0.4983765\ttotal: 1.97s\tremaining: 7.56s\n62:\tlearn: 0.4979468\ttotal: 1.99s\tremaining: 7.5s\n63:\tlearn: 0.4975742\ttotal: 2.02s\tremaining: 7.45s\n64:\tlearn: 0.4972490\ttotal: 2.05s\tremaining: 7.4s\n65:\tlearn: 0.4969023\ttotal: 2.08s\tremaining: 7.36s\n66:\tlearn: 0.4965448\ttotal: 2.1s\tremaining: 7.32s\n67:\tlearn: 0.4962098\ttotal: 2.14s\tremaining: 7.29s\n68:\tlearn: 0.4958493\ttotal: 2.17s\tremaining: 7.25s\n69:\tlearn: 0.4955613\ttotal: 2.2s\tremaining: 7.22s\n70:\tlearn: 0.4952737\ttotal: 2.23s\tremaining: 7.19s\n71:\tlearn: 0.4950259\ttotal: 2.26s\tremaining: 7.16s\n72:\tlearn: 0.4947185\ttotal: 2.29s\tremaining: 7.13s\n73:\tlearn: 0.4944625\ttotal: 2.33s\tremaining: 7.1s\n74:\tlearn: 0.4941572\ttotal: 2.36s\tremaining: 7.08s\n75:\tlearn: 0.4939041\ttotal: 2.4s\tremaining: 7.06s\n76:\tlearn: 0.4936881\ttotal: 2.43s\tremaining: 7.04s\n77:\tlearn: 0.4934538\ttotal: 2.46s\tremaining: 7.02s\n78:\tlearn: 0.4932290\ttotal: 2.5s\tremaining: 6.99s\n79:\tlearn: 0.4930382\ttotal: 2.53s\tremaining: 6.96s\n80:\tlearn: 0.4928278\ttotal: 2.56s\tremaining: 6.93s\n81:\tlearn: 0.4925569\ttotal: 2.6s\tremaining: 6.9s\n82:\tlearn: 0.4923030\ttotal: 2.63s\tremaining: 6.86s\n83:\tlearn: 0.4921444\ttotal: 2.66s\tremaining: 6.84s\n84:\tlearn: 0.4918926\ttotal: 2.69s\tremaining: 6.79s\n85:\tlearn: 0.4916881\ttotal: 2.72s\tremaining: 6.76s\n86:\tlearn: 0.4914700\ttotal: 2.75s\tremaining: 6.73s\n87:\tlearn: 0.4912401\ttotal: 2.78s\tremaining: 6.7s\n88:\tlearn: 0.4910314\ttotal: 2.81s\tremaining: 6.67s\n89:\tlearn: 0.4908341\ttotal: 2.84s\tremaining: 6.63s\n90:\tlearn: 0.4906549\ttotal: 2.87s\tremaining: 6.59s\n91:\tlearn: 0.4905117\ttotal: 2.91s\tremaining: 6.57s\n92:\tlearn: 0.4902986\ttotal: 2.94s\tremaining: 6.55s\n93:\tlearn: 0.4901434\ttotal: 2.98s\tremaining: 6.53s\n94:\tlearn: 0.4899632\ttotal: 3.01s\tremaining: 6.49s\n95:\tlearn: 0.4898421\ttotal: 3.04s\tremaining: 6.47s\n96:\tlearn: 0.4896538\ttotal: 3.08s\tremaining: 6.44s\n97:\tlearn: 0.4894843\ttotal: 3.1s\tremaining: 6.39s\n98:\tlearn: 0.4893879\ttotal: 3.13s\tremaining: 6.36s\n99:\tlearn: 0.4892645\ttotal: 3.16s\tremaining: 6.32s\n100:\tlearn: 0.4891123\ttotal: 3.19s\tremaining: 6.28s\n101:\tlearn: 0.4889942\ttotal: 3.21s\tremaining: 6.24s\n102:\tlearn: 0.4888349\ttotal: 3.25s\tremaining: 6.21s\n103:\tlearn: 0.4887104\ttotal: 3.28s\tremaining: 6.18s\n104:\tlearn: 0.4885969\ttotal: 3.31s\tremaining: 6.16s\n105:\tlearn: 0.4885164\ttotal: 3.35s\tremaining: 6.13s\n106:\tlearn: 0.4883664\ttotal: 3.39s\tremaining: 6.11s\n107:\tlearn: 0.4882250\ttotal: 3.43s\tremaining: 6.09s\n108:\tlearn: 0.4880878\ttotal: 3.46s\tremaining: 6.06s\n109:\tlearn: 0.4879063\ttotal: 3.49s\tremaining: 6.03s\n110:\tlearn: 0.4877104\ttotal: 3.52s\tremaining: 6s\n111:\tlearn: 0.4875729\ttotal: 3.55s\tremaining: 5.96s\n112:\tlearn: 0.4874360\ttotal: 3.58s\tremaining: 5.92s\n113:\tlearn: 0.4873490\ttotal: 3.61s\tremaining: 5.89s\n114:\tlearn: 0.4872464\ttotal: 3.64s\tremaining: 5.86s\n115:\tlearn: 0.4871742\ttotal: 3.67s\tremaining: 5.82s\n116:\tlearn: 0.4870717\ttotal: 3.69s\tremaining: 5.78s\n117:\tlearn: 0.4869402\ttotal: 3.72s\tremaining: 5.74s\n118:\tlearn: 0.4867691\ttotal: 3.75s\tremaining: 5.7s\n119:\tlearn: 0.4866065\ttotal: 3.79s\tremaining: 5.68s\n120:\tlearn: 0.4865277\ttotal: 3.82s\tremaining: 5.65s\n121:\tlearn: 0.4863992\ttotal: 3.86s\tremaining: 5.63s\n122:\tlearn: 0.4863239\ttotal: 3.89s\tremaining: 5.6s\n123:\tlearn: 0.4861690\ttotal: 3.92s\tremaining: 5.56s\n124:\tlearn: 0.4861022\ttotal: 3.95s\tremaining: 5.54s\n125:\tlearn: 0.4859526\ttotal: 3.99s\tremaining: 5.51s\n126:\tlearn: 0.4858276\ttotal: 4.03s\tremaining: 5.49s\n127:\tlearn: 0.4857366\ttotal: 4.06s\tremaining: 5.45s\n128:\tlearn: 0.4856297\ttotal: 4.09s\tremaining: 5.42s\n129:\tlearn: 0.4855478\ttotal: 4.13s\tremaining: 5.4s\n130:\tlearn: 0.4854647\ttotal: 4.16s\tremaining: 5.37s\n131:\tlearn: 0.4853315\ttotal: 4.19s\tremaining: 5.34s\n132:\tlearn: 0.4852395\ttotal: 4.23s\tremaining: 5.31s\n133:\tlearn: 0.4851055\ttotal: 4.26s\tremaining: 5.28s\n134:\tlearn: 0.4849886\ttotal: 4.29s\tremaining: 5.24s\n135:\tlearn: 0.4848190\ttotal: 4.32s\tremaining: 5.21s\n136:\tlearn: 0.4846930\ttotal: 4.35s\tremaining: 5.17s\n137:\tlearn: 0.4845401\ttotal: 4.37s\tremaining: 5.13s\n138:\tlearn: 0.4844190\ttotal: 4.4s\tremaining: 5.1s\n139:\tlearn: 0.4843389\ttotal: 4.43s\tremaining: 5.06s\n140:\tlearn: 0.4842176\ttotal: 4.46s\tremaining: 5.03s\n141:\tlearn: 0.4840999\ttotal: 4.49s\tremaining: 5s\n142:\tlearn: 0.4839917\ttotal: 4.53s\tremaining: 4.97s\n143:\tlearn: 0.4839089\ttotal: 4.56s\tremaining: 4.94s\n144:\tlearn: 0.4838428\ttotal: 4.59s\tremaining: 4.91s\n145:\tlearn: 0.4837189\ttotal: 4.62s\tremaining: 4.87s\n146:\tlearn: 0.4836149\ttotal: 4.64s\tremaining: 4.83s\n147:\tlearn: 0.4834699\ttotal: 4.67s\tremaining: 4.8s\n148:\tlearn: 0.4834106\ttotal: 4.7s\tremaining: 4.76s\n149:\tlearn: 0.4833482\ttotal: 4.73s\tremaining: 4.73s\n150:\tlearn: 0.4832247\ttotal: 4.77s\tremaining: 4.71s\n151:\tlearn: 0.4831098\ttotal: 4.81s\tremaining: 4.68s\n152:\tlearn: 0.4830184\ttotal: 4.84s\tremaining: 4.65s\n153:\tlearn: 0.4829430\ttotal: 4.87s\tremaining: 4.62s\n154:\tlearn: 0.4828459\ttotal: 4.9s\tremaining: 4.58s\n155:\tlearn: 0.4827694\ttotal: 4.93s\tremaining: 4.55s\n156:\tlearn: 0.4826353\ttotal: 4.96s\tremaining: 4.52s\n157:\tlearn: 0.4825458\ttotal: 4.99s\tremaining: 4.49s\n158:\tlearn: 0.4824774\ttotal: 5.03s\tremaining: 4.46s\n159:\tlearn: 0.4824221\ttotal: 5.06s\tremaining: 4.42s\n160:\tlearn: 0.4823173\ttotal: 5.09s\tremaining: 4.39s\n161:\tlearn: 0.4822205\ttotal: 5.12s\tremaining: 4.36s\n162:\tlearn: 0.4821421\ttotal: 5.15s\tremaining: 4.33s\n163:\tlearn: 0.4820879\ttotal: 5.18s\tremaining: 4.3s\n164:\tlearn: 0.4819803\ttotal: 5.21s\tremaining: 4.27s\n165:\tlearn: 0.4819217\ttotal: 5.25s\tremaining: 4.24s\n166:\tlearn: 0.4818528\ttotal: 5.28s\tremaining: 4.2s\n167:\tlearn: 0.4817930\ttotal: 5.31s\tremaining: 4.17s\n168:\tlearn: 0.4817087\ttotal: 5.34s\tremaining: 4.14s\n169:\tlearn: 0.4816189\ttotal: 5.37s\tremaining: 4.11s\n170:\tlearn: 0.4815390\ttotal: 5.41s\tremaining: 4.08s\n171:\tlearn: 0.4814656\ttotal: 5.44s\tremaining: 4.05s\n172:\tlearn: 0.4813601\ttotal: 5.47s\tremaining: 4.02s\n173:\tlearn: 0.4812621\ttotal: 5.5s\tremaining: 3.98s\n174:\tlearn: 0.4811831\ttotal: 5.53s\tremaining: 3.95s\n175:\tlearn: 0.4810968\ttotal: 5.56s\tremaining: 3.92s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "176:\tlearn: 0.4810298\ttotal: 5.59s\tremaining: 3.88s\n177:\tlearn: 0.4809849\ttotal: 5.62s\tremaining: 3.85s\n178:\tlearn: 0.4809071\ttotal: 5.64s\tremaining: 3.81s\n179:\tlearn: 0.4807991\ttotal: 5.67s\tremaining: 3.78s\n180:\tlearn: 0.4807371\ttotal: 5.7s\tremaining: 3.75s\n181:\tlearn: 0.4806944\ttotal: 5.72s\tremaining: 3.71s\n182:\tlearn: 0.4805939\ttotal: 5.75s\tremaining: 3.67s\n183:\tlearn: 0.4805184\ttotal: 5.78s\tremaining: 3.64s\n184:\tlearn: 0.4804386\ttotal: 5.81s\tremaining: 3.61s\n185:\tlearn: 0.4803518\ttotal: 5.84s\tremaining: 3.58s\n186:\tlearn: 0.4803082\ttotal: 5.86s\tremaining: 3.54s\n187:\tlearn: 0.4802236\ttotal: 5.89s\tremaining: 3.51s\n188:\tlearn: 0.4801588\ttotal: 5.92s\tremaining: 3.48s\n189:\tlearn: 0.4801089\ttotal: 5.95s\tremaining: 3.44s\n190:\tlearn: 0.4800166\ttotal: 5.97s\tremaining: 3.41s\n191:\tlearn: 0.4799235\ttotal: 6s\tremaining: 3.38s\n192:\tlearn: 0.4798647\ttotal: 6.03s\tremaining: 3.34s\n193:\tlearn: 0.4797550\ttotal: 6.05s\tremaining: 3.31s\n194:\tlearn: 0.4796697\ttotal: 6.08s\tremaining: 3.27s\n195:\tlearn: 0.4795775\ttotal: 6.11s\tremaining: 3.24s\n196:\tlearn: 0.4794923\ttotal: 6.13s\tremaining: 3.21s\n197:\tlearn: 0.4793845\ttotal: 6.17s\tremaining: 3.17s\n198:\tlearn: 0.4793182\ttotal: 6.2s\tremaining: 3.15s\n199:\tlearn: 0.4792408\ttotal: 6.23s\tremaining: 3.11s\n200:\tlearn: 0.4791940\ttotal: 6.26s\tremaining: 3.08s\n201:\tlearn: 0.4791229\ttotal: 6.28s\tremaining: 3.05s\n202:\tlearn: 0.4790701\ttotal: 6.32s\tremaining: 3.02s\n203:\tlearn: 0.4790353\ttotal: 6.34s\tremaining: 2.99s\n204:\tlearn: 0.4789636\ttotal: 6.38s\tremaining: 2.95s\n205:\tlearn: 0.4789290\ttotal: 6.4s\tremaining: 2.92s\n206:\tlearn: 0.4788744\ttotal: 6.43s\tremaining: 2.89s\n207:\tlearn: 0.4787783\ttotal: 6.46s\tremaining: 2.85s\n208:\tlearn: 0.4786932\ttotal: 6.48s\tremaining: 2.82s\n209:\tlearn: 0.4786302\ttotal: 6.5s\tremaining: 2.79s\n210:\tlearn: 0.4785597\ttotal: 6.53s\tremaining: 2.75s\n211:\tlearn: 0.4784908\ttotal: 6.56s\tremaining: 2.72s\n212:\tlearn: 0.4784450\ttotal: 6.59s\tremaining: 2.69s\n213:\tlearn: 0.4783858\ttotal: 6.62s\tremaining: 2.66s\n214:\tlearn: 0.4783243\ttotal: 6.65s\tremaining: 2.63s\n215:\tlearn: 0.4782539\ttotal: 6.68s\tremaining: 2.6s\n216:\tlearn: 0.4782062\ttotal: 6.71s\tremaining: 2.57s\n217:\tlearn: 0.4781505\ttotal: 6.74s\tremaining: 2.54s\n218:\tlearn: 0.4780635\ttotal: 6.77s\tremaining: 2.5s\n219:\tlearn: 0.4780000\ttotal: 6.81s\tremaining: 2.48s\n220:\tlearn: 0.4779179\ttotal: 6.84s\tremaining: 2.45s\n221:\tlearn: 0.4778422\ttotal: 6.87s\tremaining: 2.41s\n222:\tlearn: 0.4777869\ttotal: 6.89s\tremaining: 2.38s\n223:\tlearn: 0.4777127\ttotal: 6.92s\tremaining: 2.35s\n224:\tlearn: 0.4776096\ttotal: 6.95s\tremaining: 2.31s\n225:\tlearn: 0.4775727\ttotal: 6.98s\tremaining: 2.28s\n226:\tlearn: 0.4775173\ttotal: 7s\tremaining: 2.25s\n227:\tlearn: 0.4774370\ttotal: 7.04s\tremaining: 2.22s\n228:\tlearn: 0.4773707\ttotal: 7.07s\tremaining: 2.19s\n229:\tlearn: 0.4773360\ttotal: 7.11s\tremaining: 2.16s\n230:\tlearn: 0.4772608\ttotal: 7.14s\tremaining: 2.13s\n231:\tlearn: 0.4771776\ttotal: 7.17s\tremaining: 2.1s\n232:\tlearn: 0.4771346\ttotal: 7.2s\tremaining: 2.07s\n233:\tlearn: 0.4770522\ttotal: 7.23s\tremaining: 2.04s\n234:\tlearn: 0.4769980\ttotal: 7.26s\tremaining: 2.01s\n235:\tlearn: 0.4769515\ttotal: 7.29s\tremaining: 1.98s\n236:\tlearn: 0.4768657\ttotal: 7.32s\tremaining: 1.95s\n237:\tlearn: 0.4768067\ttotal: 7.35s\tremaining: 1.91s\n238:\tlearn: 0.4767501\ttotal: 7.38s\tremaining: 1.88s\n239:\tlearn: 0.4766994\ttotal: 7.42s\tremaining: 1.85s\n240:\tlearn: 0.4766472\ttotal: 7.44s\tremaining: 1.82s\n241:\tlearn: 0.4766114\ttotal: 7.47s\tremaining: 1.79s\n242:\tlearn: 0.4765335\ttotal: 7.5s\tremaining: 1.76s\n243:\tlearn: 0.4764909\ttotal: 7.53s\tremaining: 1.73s\n244:\tlearn: 0.4764283\ttotal: 7.55s\tremaining: 1.7s\n245:\tlearn: 0.4763796\ttotal: 7.58s\tremaining: 1.66s\n246:\tlearn: 0.4763476\ttotal: 7.61s\tremaining: 1.63s\n247:\tlearn: 0.4762608\ttotal: 7.64s\tremaining: 1.6s\n248:\tlearn: 0.4761894\ttotal: 7.66s\tremaining: 1.57s\n249:\tlearn: 0.4761551\ttotal: 7.68s\tremaining: 1.54s\n250:\tlearn: 0.4760885\ttotal: 7.71s\tremaining: 1.5s\n251:\tlearn: 0.4760416\ttotal: 7.74s\tremaining: 1.47s\n252:\tlearn: 0.4760046\ttotal: 7.76s\tremaining: 1.44s\n253:\tlearn: 0.4759326\ttotal: 7.8s\tremaining: 1.41s\n254:\tlearn: 0.4758937\ttotal: 7.83s\tremaining: 1.38s\n255:\tlearn: 0.4758487\ttotal: 7.86s\tremaining: 1.35s\n256:\tlearn: 0.4757710\ttotal: 7.89s\tremaining: 1.32s\n257:\tlearn: 0.4756727\ttotal: 7.92s\tremaining: 1.29s\n258:\tlearn: 0.4756168\ttotal: 7.94s\tremaining: 1.26s\n259:\tlearn: 0.4755247\ttotal: 7.97s\tremaining: 1.23s\n260:\tlearn: 0.4754627\ttotal: 8s\tremaining: 1.2s\n261:\tlearn: 0.4753994\ttotal: 8.03s\tremaining: 1.16s\n262:\tlearn: 0.4753405\ttotal: 8.05s\tremaining: 1.13s\n263:\tlearn: 0.4753077\ttotal: 8.08s\tremaining: 1.1s\n264:\tlearn: 0.4752580\ttotal: 8.11s\tremaining: 1.07s\n265:\tlearn: 0.4751960\ttotal: 8.14s\tremaining: 1.04s\n266:\tlearn: 0.4751434\ttotal: 8.17s\tremaining: 1.01s\n267:\tlearn: 0.4750994\ttotal: 8.2s\tremaining: 979ms\n268:\tlearn: 0.4750478\ttotal: 8.24s\tremaining: 950ms\n269:\tlearn: 0.4749759\ttotal: 8.28s\tremaining: 920ms\n270:\tlearn: 0.4748874\ttotal: 8.32s\tremaining: 890ms\n271:\tlearn: 0.4748176\ttotal: 8.36s\tremaining: 860ms\n272:\tlearn: 0.4747767\ttotal: 8.41s\tremaining: 832ms\n273:\tlearn: 0.4747185\ttotal: 8.45s\tremaining: 802ms\n274:\tlearn: 0.4746631\ttotal: 8.47s\tremaining: 770ms\n275:\tlearn: 0.4746010\ttotal: 8.5s\tremaining: 739ms\n276:\tlearn: 0.4745471\ttotal: 8.53s\tremaining: 708ms\n277:\tlearn: 0.4744886\ttotal: 8.56s\tremaining: 678ms\n278:\tlearn: 0.4744275\ttotal: 8.59s\tremaining: 647ms\n279:\tlearn: 0.4743597\ttotal: 8.62s\tremaining: 616ms\n280:\tlearn: 0.4743137\ttotal: 8.65s\tremaining: 585ms\n281:\tlearn: 0.4742574\ttotal: 8.68s\tremaining: 554ms\n282:\tlearn: 0.4742199\ttotal: 8.71s\tremaining: 523ms\n283:\tlearn: 0.4741516\ttotal: 8.74s\tremaining: 492ms\n284:\tlearn: 0.4740999\ttotal: 8.77s\tremaining: 462ms\n285:\tlearn: 0.4740362\ttotal: 8.8s\tremaining: 431ms\n286:\tlearn: 0.4739713\ttotal: 8.84s\tremaining: 400ms\n287:\tlearn: 0.4739440\ttotal: 8.87s\tremaining: 370ms\n288:\tlearn: 0.4738842\ttotal: 8.9s\tremaining: 339ms\n289:\tlearn: 0.4738307\ttotal: 8.93s\tremaining: 308ms\n290:\tlearn: 0.4737790\ttotal: 8.96s\tremaining: 277ms\n291:\tlearn: 0.4737195\ttotal: 8.99s\tremaining: 246ms\n292:\tlearn: 0.4736755\ttotal: 9.02s\tremaining: 215ms\n293:\tlearn: 0.4736107\ttotal: 9.05s\tremaining: 185ms\n294:\tlearn: 0.4735536\ttotal: 9.08s\tremaining: 154ms\n295:\tlearn: 0.4734811\ttotal: 9.11s\tremaining: 123ms\n296:\tlearn: 0.4734066\ttotal: 9.13s\tremaining: 92.3ms\n297:\tlearn: 0.4733531\ttotal: 9.16s\tremaining: 61.5ms\n298:\tlearn: 0.4732805\ttotal: 9.2s\tremaining: 30.8ms\n299:\tlearn: 0.4732332\ttotal: 9.22s\tremaining: 0us\n0:\tlearn: 0.6545129\ttotal: 36ms\tremaining: 10.8s\n1:\tlearn: 0.6238919\ttotal: 61.5ms\tremaining: 9.16s\n2:\tlearn: 0.5995576\ttotal: 97.7ms\tremaining: 9.67s\n3:\tlearn: 0.5795164\ttotal: 140ms\tremaining: 10.3s\n4:\tlearn: 0.5633537\ttotal: 183ms\tremaining: 10.8s\n5:\tlearn: 0.5501340\ttotal: 217ms\tremaining: 10.6s\n6:\tlearn: 0.5397770\ttotal: 250ms\tremaining: 10.5s\n7:\tlearn: 0.5315259\ttotal: 284ms\tremaining: 10.4s\n8:\tlearn: 0.5248140\ttotal: 319ms\tremaining: 10.3s\n9:\tlearn: 0.5189080\ttotal: 351ms\tremaining: 10.2s\n10:\tlearn: 0.5145022\ttotal: 388ms\tremaining: 10.2s\n11:\tlearn: 0.5106579\ttotal: 417ms\tremaining: 10s\n12:\tlearn: 0.5076937\ttotal: 444ms\tremaining: 9.81s\n13:\tlearn: 0.5051528\ttotal: 477ms\tremaining: 9.74s\n14:\tlearn: 0.5030426\ttotal: 506ms\tremaining: 9.62s\n15:\tlearn: 0.5012769\ttotal: 538ms\tremaining: 9.55s\n16:\tlearn: 0.4997108\ttotal: 573ms\tremaining: 9.54s\n17:\tlearn: 0.4981906\ttotal: 602ms\tremaining: 9.44s\n18:\tlearn: 0.4968550\ttotal: 633ms\tremaining: 9.36s\n19:\tlearn: 0.4955136\ttotal: 667ms\tremaining: 9.33s\n20:\tlearn: 0.4946183\ttotal: 701ms\tremaining: 9.31s\n21:\tlearn: 0.4936895\ttotal: 736ms\tremaining: 9.3s\n22:\tlearn: 0.4928628\ttotal: 770ms\tremaining: 9.27s\n23:\tlearn: 0.4923437\ttotal: 799ms\tremaining: 9.18s\n24:\tlearn: 0.4914144\ttotal: 828ms\tremaining: 9.11s\n25:\tlearn: 0.4909492\ttotal: 857ms\tremaining: 9.03s\n26:\tlearn: 0.4903465\ttotal: 888ms\tremaining: 8.98s\n27:\tlearn: 0.4898498\ttotal: 921ms\tremaining: 8.94s\n28:\tlearn: 0.4892891\ttotal: 951ms\tremaining: 8.89s\n29:\tlearn: 0.4886362\ttotal: 978ms\tremaining: 8.8s\n30:\tlearn: 0.4881282\ttotal: 1.01s\tremaining: 8.76s\n31:\tlearn: 0.4876030\ttotal: 1.04s\tremaining: 8.7s\n32:\tlearn: 0.4870588\ttotal: 1.07s\tremaining: 8.65s\n33:\tlearn: 0.4866410\ttotal: 1.1s\tremaining: 8.6s\n34:\tlearn: 0.4863930\ttotal: 1.13s\tremaining: 8.54s\n35:\tlearn: 0.4857276\ttotal: 1.15s\tremaining: 8.46s\n36:\tlearn: 0.4853802\ttotal: 1.18s\tremaining: 8.41s\n37:\tlearn: 0.4849268\ttotal: 1.21s\tremaining: 8.36s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "38:\tlearn: 0.4844788\ttotal: 1.24s\tremaining: 8.28s\n39:\tlearn: 0.4841269\ttotal: 1.26s\tremaining: 8.21s\n40:\tlearn: 0.4838422\ttotal: 1.29s\tremaining: 8.14s\n41:\tlearn: 0.4834807\ttotal: 1.32s\tremaining: 8.09s\n42:\tlearn: 0.4831234\ttotal: 1.34s\tremaining: 8.03s\n43:\tlearn: 0.4827670\ttotal: 1.37s\tremaining: 7.98s\n44:\tlearn: 0.4824792\ttotal: 1.4s\tremaining: 7.96s\n45:\tlearn: 0.4820807\ttotal: 1.43s\tremaining: 7.91s\n46:\tlearn: 0.4817923\ttotal: 1.46s\tremaining: 7.88s\n47:\tlearn: 0.4815034\ttotal: 1.5s\tremaining: 7.87s\n48:\tlearn: 0.4810767\ttotal: 1.53s\tremaining: 7.85s\n49:\tlearn: 0.4808003\ttotal: 1.56s\tremaining: 7.81s\n50:\tlearn: 0.4805429\ttotal: 1.59s\tremaining: 7.77s\n51:\tlearn: 0.4801937\ttotal: 1.62s\tremaining: 7.72s\n52:\tlearn: 0.4798503\ttotal: 1.65s\tremaining: 7.69s\n53:\tlearn: 0.4796431\ttotal: 1.68s\tremaining: 7.64s\n54:\tlearn: 0.4794319\ttotal: 1.7s\tremaining: 7.59s\n55:\tlearn: 0.4791626\ttotal: 1.73s\tremaining: 7.54s\n56:\tlearn: 0.4788439\ttotal: 1.76s\tremaining: 7.49s\n57:\tlearn: 0.4786586\ttotal: 1.78s\tremaining: 7.43s\n58:\tlearn: 0.4784467\ttotal: 1.81s\tremaining: 7.4s\n59:\tlearn: 0.4781139\ttotal: 1.84s\tremaining: 7.35s\n60:\tlearn: 0.4778923\ttotal: 1.86s\tremaining: 7.31s\n61:\tlearn: 0.4776906\ttotal: 1.9s\tremaining: 7.28s\n62:\tlearn: 0.4774468\ttotal: 1.93s\tremaining: 7.25s\n63:\tlearn: 0.4772017\ttotal: 1.96s\tremaining: 7.24s\n64:\tlearn: 0.4768975\ttotal: 2s\tremaining: 7.21s\n65:\tlearn: 0.4766029\ttotal: 2.03s\tremaining: 7.2s\n66:\tlearn: 0.4763869\ttotal: 2.06s\tremaining: 7.16s\n67:\tlearn: 0.4762795\ttotal: 2.09s\tremaining: 7.13s\n68:\tlearn: 0.4761276\ttotal: 2.12s\tremaining: 7.1s\n69:\tlearn: 0.4759537\ttotal: 2.15s\tremaining: 7.07s\n70:\tlearn: 0.4758227\ttotal: 2.18s\tremaining: 7.04s\n71:\tlearn: 0.4755764\ttotal: 2.21s\tremaining: 7.01s\n72:\tlearn: 0.4753496\ttotal: 2.25s\tremaining: 6.99s\n73:\tlearn: 0.4751937\ttotal: 2.28s\tremaining: 6.97s\n74:\tlearn: 0.4750580\ttotal: 2.31s\tremaining: 6.94s\n75:\tlearn: 0.4748168\ttotal: 2.35s\tremaining: 6.92s\n76:\tlearn: 0.4746480\ttotal: 2.38s\tremaining: 6.89s\n77:\tlearn: 0.4744309\ttotal: 2.41s\tremaining: 6.86s\n78:\tlearn: 0.4742616\ttotal: 2.43s\tremaining: 6.81s\n79:\tlearn: 0.4740421\ttotal: 2.46s\tremaining: 6.77s\n80:\tlearn: 0.4738293\ttotal: 2.49s\tremaining: 6.73s\n81:\tlearn: 0.4735901\ttotal: 2.52s\tremaining: 6.69s\n82:\tlearn: 0.4734472\ttotal: 2.54s\tremaining: 6.64s\n83:\tlearn: 0.4732317\ttotal: 2.57s\tremaining: 6.6s\n84:\tlearn: 0.4730604\ttotal: 2.59s\tremaining: 6.56s\n85:\tlearn: 0.4729035\ttotal: 2.62s\tremaining: 6.52s\n86:\tlearn: 0.4727330\ttotal: 2.65s\tremaining: 6.48s\n87:\tlearn: 0.4726002\ttotal: 2.67s\tremaining: 6.43s\n88:\tlearn: 0.4723565\ttotal: 2.7s\tremaining: 6.4s\n89:\tlearn: 0.4721083\ttotal: 2.73s\tremaining: 6.36s\n90:\tlearn: 0.4719653\ttotal: 2.76s\tremaining: 6.34s\n91:\tlearn: 0.4718225\ttotal: 2.79s\tremaining: 6.32s\n92:\tlearn: 0.4716449\ttotal: 2.83s\tremaining: 6.31s\n93:\tlearn: 0.4714575\ttotal: 2.87s\tremaining: 6.28s\n94:\tlearn: 0.4713658\ttotal: 2.91s\tremaining: 6.27s\n95:\tlearn: 0.4711817\ttotal: 2.94s\tremaining: 6.25s\n96:\tlearn: 0.4710659\ttotal: 2.97s\tremaining: 6.22s\n97:\tlearn: 0.4709208\ttotal: 3s\tremaining: 6.18s\n98:\tlearn: 0.4707078\ttotal: 3.02s\tremaining: 6.14s\n99:\tlearn: 0.4705692\ttotal: 3.05s\tremaining: 6.11s\n100:\tlearn: 0.4704430\ttotal: 3.08s\tremaining: 6.07s\n101:\tlearn: 0.4702390\ttotal: 3.11s\tremaining: 6.03s\n102:\tlearn: 0.4700604\ttotal: 3.13s\tremaining: 5.99s\n103:\tlearn: 0.4698752\ttotal: 3.16s\tremaining: 5.96s\n104:\tlearn: 0.4697420\ttotal: 3.19s\tremaining: 5.93s\n105:\tlearn: 0.4695410\ttotal: 3.22s\tremaining: 5.9s\n106:\tlearn: 0.4693834\ttotal: 3.26s\tremaining: 5.87s\n107:\tlearn: 0.4692236\ttotal: 3.28s\tremaining: 5.83s\n108:\tlearn: 0.4690643\ttotal: 3.3s\tremaining: 5.79s\n109:\tlearn: 0.4689185\ttotal: 3.33s\tremaining: 5.75s\n110:\tlearn: 0.4687943\ttotal: 3.36s\tremaining: 5.72s\n111:\tlearn: 0.4686077\ttotal: 3.39s\tremaining: 5.69s\n112:\tlearn: 0.4684900\ttotal: 3.42s\tremaining: 5.66s\n113:\tlearn: 0.4683741\ttotal: 3.44s\tremaining: 5.62s\n114:\tlearn: 0.4682444\ttotal: 3.47s\tremaining: 5.59s\n115:\tlearn: 0.4680867\ttotal: 3.5s\tremaining: 5.55s\n116:\tlearn: 0.4679913\ttotal: 3.53s\tremaining: 5.51s\n117:\tlearn: 0.4678794\ttotal: 3.55s\tremaining: 5.48s\n118:\tlearn: 0.4677427\ttotal: 3.58s\tremaining: 5.45s\n119:\tlearn: 0.4676060\ttotal: 3.61s\tremaining: 5.42s\n120:\tlearn: 0.4674516\ttotal: 3.64s\tremaining: 5.39s\n121:\tlearn: 0.4672984\ttotal: 3.67s\tremaining: 5.35s\n122:\tlearn: 0.4671366\ttotal: 3.7s\tremaining: 5.32s\n123:\tlearn: 0.4669984\ttotal: 3.72s\tremaining: 5.28s\n124:\tlearn: 0.4668442\ttotal: 3.75s\tremaining: 5.25s\n125:\tlearn: 0.4667090\ttotal: 3.78s\tremaining: 5.22s\n126:\tlearn: 0.4666151\ttotal: 3.81s\tremaining: 5.19s\n127:\tlearn: 0.4665217\ttotal: 3.84s\tremaining: 5.16s\n128:\tlearn: 0.4664244\ttotal: 3.86s\tremaining: 5.12s\n129:\tlearn: 0.4663618\ttotal: 3.89s\tremaining: 5.09s\n130:\tlearn: 0.4661868\ttotal: 3.92s\tremaining: 5.06s\n131:\tlearn: 0.4660129\ttotal: 3.95s\tremaining: 5.03s\n132:\tlearn: 0.4658926\ttotal: 3.97s\tremaining: 4.99s\n133:\tlearn: 0.4657616\ttotal: 4s\tremaining: 4.95s\n134:\tlearn: 0.4655782\ttotal: 4.03s\tremaining: 4.92s\n135:\tlearn: 0.4654437\ttotal: 4.05s\tremaining: 4.89s\n136:\tlearn: 0.4653711\ttotal: 4.08s\tremaining: 4.86s\n137:\tlearn: 0.4652749\ttotal: 4.11s\tremaining: 4.82s\n138:\tlearn: 0.4651603\ttotal: 4.13s\tremaining: 4.79s\n139:\tlearn: 0.4650256\ttotal: 4.16s\tremaining: 4.75s\n140:\tlearn: 0.4648607\ttotal: 4.19s\tremaining: 4.72s\n141:\tlearn: 0.4647380\ttotal: 4.21s\tremaining: 4.69s\n142:\tlearn: 0.4646107\ttotal: 4.24s\tremaining: 4.66s\n143:\tlearn: 0.4645273\ttotal: 4.27s\tremaining: 4.62s\n144:\tlearn: 0.4643633\ttotal: 4.29s\tremaining: 4.59s\n145:\tlearn: 0.4642534\ttotal: 4.32s\tremaining: 4.56s\n146:\tlearn: 0.4641147\ttotal: 4.35s\tremaining: 4.52s\n147:\tlearn: 0.4640180\ttotal: 4.38s\tremaining: 4.49s\n148:\tlearn: 0.4638938\ttotal: 4.4s\tremaining: 4.46s\n149:\tlearn: 0.4637947\ttotal: 4.43s\tremaining: 4.43s\n150:\tlearn: 0.4636984\ttotal: 4.46s\tremaining: 4.4s\n151:\tlearn: 0.4636262\ttotal: 4.49s\tremaining: 4.37s\n152:\tlearn: 0.4634720\ttotal: 4.52s\tremaining: 4.34s\n153:\tlearn: 0.4633530\ttotal: 4.55s\tremaining: 4.31s\n154:\tlearn: 0.4632539\ttotal: 4.58s\tremaining: 4.28s\n155:\tlearn: 0.4630548\ttotal: 4.61s\tremaining: 4.25s\n156:\tlearn: 0.4629533\ttotal: 4.63s\tremaining: 4.22s\n157:\tlearn: 0.4628681\ttotal: 4.66s\tremaining: 4.19s\n158:\tlearn: 0.4627687\ttotal: 4.68s\tremaining: 4.16s\n159:\tlearn: 0.4626741\ttotal: 4.71s\tremaining: 4.12s\n160:\tlearn: 0.4625630\ttotal: 4.74s\tremaining: 4.09s\n161:\tlearn: 0.4623937\ttotal: 4.77s\tremaining: 4.06s\n162:\tlearn: 0.4622546\ttotal: 4.79s\tremaining: 4.03s\n163:\tlearn: 0.4621847\ttotal: 4.82s\tremaining: 4s\n164:\tlearn: 0.4620625\ttotal: 4.85s\tremaining: 3.97s\n165:\tlearn: 0.4619212\ttotal: 4.88s\tremaining: 3.94s\n166:\tlearn: 0.4618376\ttotal: 4.91s\tremaining: 3.91s\n167:\tlearn: 0.4617091\ttotal: 4.93s\tremaining: 3.88s\n168:\tlearn: 0.4616145\ttotal: 4.96s\tremaining: 3.84s\n169:\tlearn: 0.4615248\ttotal: 4.98s\tremaining: 3.81s\n170:\tlearn: 0.4614567\ttotal: 5.01s\tremaining: 3.78s\n171:\tlearn: 0.4613092\ttotal: 5.04s\tremaining: 3.75s\n172:\tlearn: 0.4612073\ttotal: 5.06s\tremaining: 3.72s\n173:\tlearn: 0.4610941\ttotal: 5.09s\tremaining: 3.68s\n174:\tlearn: 0.4609762\ttotal: 5.11s\tremaining: 3.65s\n175:\tlearn: 0.4608756\ttotal: 5.14s\tremaining: 3.62s\n176:\tlearn: 0.4607320\ttotal: 5.17s\tremaining: 3.59s\n177:\tlearn: 0.4606045\ttotal: 5.2s\tremaining: 3.56s\n178:\tlearn: 0.4605110\ttotal: 5.22s\tremaining: 3.53s\n179:\tlearn: 0.4604071\ttotal: 5.25s\tremaining: 3.5s\n180:\tlearn: 0.4603369\ttotal: 5.29s\tremaining: 3.48s\n181:\tlearn: 0.4601849\ttotal: 5.31s\tremaining: 3.44s\n182:\tlearn: 0.4600753\ttotal: 5.34s\tremaining: 3.41s\n183:\tlearn: 0.4600018\ttotal: 5.37s\tremaining: 3.38s\n184:\tlearn: 0.4599110\ttotal: 5.39s\tremaining: 3.35s\n185:\tlearn: 0.4598107\ttotal: 5.42s\tremaining: 3.32s\n186:\tlearn: 0.4597137\ttotal: 5.45s\tremaining: 3.29s\n187:\tlearn: 0.4596306\ttotal: 5.47s\tremaining: 3.26s\n188:\tlearn: 0.4595385\ttotal: 5.5s\tremaining: 3.23s\n189:\tlearn: 0.4594495\ttotal: 5.53s\tremaining: 3.2s\n190:\tlearn: 0.4593355\ttotal: 5.56s\tremaining: 3.17s\n191:\tlearn: 0.4591867\ttotal: 5.58s\tremaining: 3.14s\n192:\tlearn: 0.4591061\ttotal: 5.61s\tremaining: 3.11s\n193:\tlearn: 0.4590405\ttotal: 5.64s\tremaining: 3.08s\n194:\tlearn: 0.4589507\ttotal: 5.67s\tremaining: 3.05s\n195:\tlearn: 0.4588615\ttotal: 5.69s\tremaining: 3.02s\n196:\tlearn: 0.4587609\ttotal: 5.72s\tremaining: 2.99s\n197:\tlearn: 0.4586783\ttotal: 5.75s\tremaining: 2.96s\n198:\tlearn: 0.4586003\ttotal: 5.78s\tremaining: 2.93s\n199:\tlearn: 0.4584821\ttotal: 5.8s\tremaining: 2.9s\n200:\tlearn: 0.4584026\ttotal: 5.83s\tremaining: 2.87s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "201:\tlearn: 0.4583425\ttotal: 5.86s\tremaining: 2.84s\n202:\tlearn: 0.4582226\ttotal: 5.89s\tremaining: 2.81s\n203:\tlearn: 0.4581205\ttotal: 5.91s\tremaining: 2.78s\n204:\tlearn: 0.4580316\ttotal: 5.94s\tremaining: 2.75s\n205:\tlearn: 0.4579126\ttotal: 5.97s\tremaining: 2.72s\n206:\tlearn: 0.4578426\ttotal: 5.99s\tremaining: 2.69s\n207:\tlearn: 0.4577706\ttotal: 6.02s\tremaining: 2.66s\n208:\tlearn: 0.4576765\ttotal: 6.05s\tremaining: 2.63s\n209:\tlearn: 0.4576263\ttotal: 6.08s\tremaining: 2.6s\n210:\tlearn: 0.4575316\ttotal: 6.1s\tremaining: 2.57s\n211:\tlearn: 0.4574614\ttotal: 6.13s\tremaining: 2.54s\n212:\tlearn: 0.4573703\ttotal: 6.16s\tremaining: 2.52s\n213:\tlearn: 0.4573090\ttotal: 6.18s\tremaining: 2.48s\n214:\tlearn: 0.4572333\ttotal: 6.21s\tremaining: 2.46s\n215:\tlearn: 0.4571114\ttotal: 6.24s\tremaining: 2.43s\n216:\tlearn: 0.4569777\ttotal: 6.27s\tremaining: 2.4s\n217:\tlearn: 0.4569137\ttotal: 6.29s\tremaining: 2.37s\n218:\tlearn: 0.4568202\ttotal: 6.32s\tremaining: 2.34s\n219:\tlearn: 0.4567335\ttotal: 6.35s\tremaining: 2.31s\n220:\tlearn: 0.4566580\ttotal: 6.39s\tremaining: 2.28s\n221:\tlearn: 0.4565997\ttotal: 6.42s\tremaining: 2.26s\n222:\tlearn: 0.4565296\ttotal: 6.46s\tremaining: 2.23s\n223:\tlearn: 0.4564386\ttotal: 6.5s\tremaining: 2.21s\n224:\tlearn: 0.4563753\ttotal: 6.53s\tremaining: 2.18s\n225:\tlearn: 0.4562864\ttotal: 6.57s\tremaining: 2.15s\n226:\tlearn: 0.4561636\ttotal: 6.6s\tremaining: 2.12s\n227:\tlearn: 0.4561232\ttotal: 6.63s\tremaining: 2.09s\n228:\tlearn: 0.4560672\ttotal: 6.66s\tremaining: 2.06s\n229:\tlearn: 0.4559809\ttotal: 6.69s\tremaining: 2.04s\n230:\tlearn: 0.4559188\ttotal: 6.72s\tremaining: 2.01s\n231:\tlearn: 0.4558499\ttotal: 6.75s\tremaining: 1.98s\n232:\tlearn: 0.4557899\ttotal: 6.77s\tremaining: 1.95s\n233:\tlearn: 0.4557160\ttotal: 6.8s\tremaining: 1.92s\n234:\tlearn: 0.4556334\ttotal: 6.83s\tremaining: 1.89s\n235:\tlearn: 0.4555603\ttotal: 6.86s\tremaining: 1.86s\n236:\tlearn: 0.4554654\ttotal: 6.89s\tremaining: 1.83s\n237:\tlearn: 0.4553615\ttotal: 6.92s\tremaining: 1.8s\n238:\tlearn: 0.4552898\ttotal: 6.94s\tremaining: 1.77s\n239:\tlearn: 0.4551836\ttotal: 6.97s\tremaining: 1.74s\n240:\tlearn: 0.4551204\ttotal: 7s\tremaining: 1.71s\n241:\tlearn: 0.4550507\ttotal: 7.04s\tremaining: 1.69s\n242:\tlearn: 0.4549715\ttotal: 7.07s\tremaining: 1.66s\n243:\tlearn: 0.4548692\ttotal: 7.1s\tremaining: 1.63s\n244:\tlearn: 0.4547736\ttotal: 7.13s\tremaining: 1.6s\n245:\tlearn: 0.4546736\ttotal: 7.16s\tremaining: 1.57s\n246:\tlearn: 0.4545963\ttotal: 7.19s\tremaining: 1.54s\n247:\tlearn: 0.4544984\ttotal: 7.22s\tremaining: 1.51s\n248:\tlearn: 0.4544129\ttotal: 7.25s\tremaining: 1.48s\n249:\tlearn: 0.4543207\ttotal: 7.28s\tremaining: 1.46s\n250:\tlearn: 0.4542216\ttotal: 7.31s\tremaining: 1.43s\n251:\tlearn: 0.4541478\ttotal: 7.33s\tremaining: 1.4s\n252:\tlearn: 0.4540963\ttotal: 7.36s\tremaining: 1.37s\n253:\tlearn: 0.4540337\ttotal: 7.39s\tremaining: 1.34s\n254:\tlearn: 0.4539630\ttotal: 7.42s\tremaining: 1.31s\n255:\tlearn: 0.4538876\ttotal: 7.45s\tremaining: 1.28s\n256:\tlearn: 0.4537904\ttotal: 7.48s\tremaining: 1.25s\n257:\tlearn: 0.4537314\ttotal: 7.51s\tremaining: 1.22s\n258:\tlearn: 0.4536714\ttotal: 7.54s\tremaining: 1.19s\n259:\tlearn: 0.4536209\ttotal: 7.57s\tremaining: 1.16s\n260:\tlearn: 0.4535445\ttotal: 7.6s\tremaining: 1.14s\n261:\tlearn: 0.4534637\ttotal: 7.64s\tremaining: 1.11s\n262:\tlearn: 0.4533971\ttotal: 7.67s\tremaining: 1.08s\n263:\tlearn: 0.4532748\ttotal: 7.7s\tremaining: 1.05s\n264:\tlearn: 0.4532067\ttotal: 7.73s\tremaining: 1.02s\n265:\tlearn: 0.4531367\ttotal: 7.76s\tremaining: 992ms\n266:\tlearn: 0.4530828\ttotal: 7.79s\tremaining: 963ms\n267:\tlearn: 0.4529734\ttotal: 7.82s\tremaining: 934ms\n268:\tlearn: 0.4528740\ttotal: 7.85s\tremaining: 905ms\n269:\tlearn: 0.4527903\ttotal: 7.88s\tremaining: 876ms\n270:\tlearn: 0.4527242\ttotal: 7.91s\tremaining: 847ms\n271:\tlearn: 0.4526427\ttotal: 7.94s\tremaining: 817ms\n272:\tlearn: 0.4525662\ttotal: 7.97s\tremaining: 788ms\n273:\tlearn: 0.4524961\ttotal: 8s\tremaining: 759ms\n274:\tlearn: 0.4524249\ttotal: 8.03s\tremaining: 730ms\n275:\tlearn: 0.4523443\ttotal: 8.06s\tremaining: 701ms\n276:\tlearn: 0.4522714\ttotal: 8.09s\tremaining: 672ms\n277:\tlearn: 0.4522344\ttotal: 8.12s\tremaining: 643ms\n278:\tlearn: 0.4521800\ttotal: 8.15s\tremaining: 613ms\n279:\tlearn: 0.4520916\ttotal: 8.18s\tremaining: 584ms\n280:\tlearn: 0.4520071\ttotal: 8.2s\tremaining: 555ms\n281:\tlearn: 0.4519343\ttotal: 8.23s\tremaining: 525ms\n282:\tlearn: 0.4518875\ttotal: 8.26s\tremaining: 496ms\n283:\tlearn: 0.4518410\ttotal: 8.29s\tremaining: 467ms\n284:\tlearn: 0.4517970\ttotal: 8.31s\tremaining: 437ms\n285:\tlearn: 0.4517061\ttotal: 8.34s\tremaining: 408ms\n286:\tlearn: 0.4516250\ttotal: 8.37s\tremaining: 379ms\n287:\tlearn: 0.4515318\ttotal: 8.4s\tremaining: 350ms\n288:\tlearn: 0.4514452\ttotal: 8.43s\tremaining: 321ms\n289:\tlearn: 0.4513728\ttotal: 8.46s\tremaining: 292ms\n290:\tlearn: 0.4512727\ttotal: 8.49s\tremaining: 263ms\n291:\tlearn: 0.4511993\ttotal: 8.52s\tremaining: 234ms\n292:\tlearn: 0.4511347\ttotal: 8.55s\tremaining: 204ms\n293:\tlearn: 0.4510451\ttotal: 8.58s\tremaining: 175ms\n294:\tlearn: 0.4509952\ttotal: 8.61s\tremaining: 146ms\n295:\tlearn: 0.4509339\ttotal: 8.64s\tremaining: 117ms\n296:\tlearn: 0.4508712\ttotal: 8.67s\tremaining: 87.6ms\n297:\tlearn: 0.4507823\ttotal: 8.7s\tremaining: 58.4ms\n298:\tlearn: 0.4507119\ttotal: 8.73s\tremaining: 29.2ms\n299:\tlearn: 0.4506610\ttotal: 8.77s\tremaining: 0us\n0:\tlearn: 0.6544803\ttotal: 31.1ms\tremaining: 9.31s\n1:\tlearn: 0.6233284\ttotal: 57.9ms\tremaining: 8.62s\n2:\tlearn: 0.5990833\ttotal: 85.2ms\tremaining: 8.44s\n3:\tlearn: 0.5791795\ttotal: 112ms\tremaining: 8.27s\n4:\tlearn: 0.5633619\ttotal: 143ms\tremaining: 8.41s\n5:\tlearn: 0.5501706\ttotal: 171ms\tremaining: 8.36s\n6:\tlearn: 0.5398505\ttotal: 200ms\tremaining: 8.39s\n7:\tlearn: 0.5315988\ttotal: 228ms\tremaining: 8.32s\n8:\tlearn: 0.5247373\ttotal: 255ms\tremaining: 8.23s\n9:\tlearn: 0.5188188\ttotal: 281ms\tremaining: 8.14s\n10:\tlearn: 0.5143383\ttotal: 307ms\tremaining: 8.06s\n11:\tlearn: 0.5108723\ttotal: 333ms\tremaining: 8s\n12:\tlearn: 0.5078105\ttotal: 361ms\tremaining: 7.96s\n13:\tlearn: 0.5053505\ttotal: 388ms\tremaining: 7.93s\n14:\tlearn: 0.5031529\ttotal: 418ms\tremaining: 7.94s\n15:\tlearn: 0.5012256\ttotal: 449ms\tremaining: 7.98s\n16:\tlearn: 0.4997172\ttotal: 479ms\tremaining: 7.97s\n17:\tlearn: 0.4981013\ttotal: 504ms\tremaining: 7.9s\n18:\tlearn: 0.4966028\ttotal: 537ms\tremaining: 7.95s\n19:\tlearn: 0.4956877\ttotal: 565ms\tremaining: 7.91s\n20:\tlearn: 0.4946914\ttotal: 600ms\tremaining: 7.97s\n21:\tlearn: 0.4937306\ttotal: 634ms\tremaining: 8.02s\n22:\tlearn: 0.4927688\ttotal: 666ms\tremaining: 8.03s\n23:\tlearn: 0.4920266\ttotal: 701ms\tremaining: 8.07s\n24:\tlearn: 0.4913019\ttotal: 739ms\tremaining: 8.12s\n25:\tlearn: 0.4907313\ttotal: 774ms\tremaining: 8.15s\n26:\tlearn: 0.4902651\ttotal: 811ms\tremaining: 8.2s\n27:\tlearn: 0.4898386\ttotal: 848ms\tremaining: 8.24s\n28:\tlearn: 0.4893876\ttotal: 884ms\tremaining: 8.26s\n29:\tlearn: 0.4887471\ttotal: 918ms\tremaining: 8.26s\n30:\tlearn: 0.4884060\ttotal: 951ms\tremaining: 8.25s\n31:\tlearn: 0.4879804\ttotal: 985ms\tremaining: 8.25s\n32:\tlearn: 0.4875609\ttotal: 1.02s\tremaining: 8.26s\n33:\tlearn: 0.4871652\ttotal: 1.05s\tremaining: 8.26s\n34:\tlearn: 0.4865567\ttotal: 1.09s\tremaining: 8.27s\n35:\tlearn: 0.4862231\ttotal: 1.12s\tremaining: 8.24s\n36:\tlearn: 0.4858008\ttotal: 1.15s\tremaining: 8.19s\n37:\tlearn: 0.4853377\ttotal: 1.18s\tremaining: 8.16s\n38:\tlearn: 0.4848993\ttotal: 1.21s\tremaining: 8.1s\n39:\tlearn: 0.4846422\ttotal: 1.24s\tremaining: 8.08s\n40:\tlearn: 0.4843595\ttotal: 1.28s\tremaining: 8.07s\n41:\tlearn: 0.4838763\ttotal: 1.31s\tremaining: 8.06s\n42:\tlearn: 0.4835546\ttotal: 1.34s\tremaining: 8.01s\n43:\tlearn: 0.4832651\ttotal: 1.37s\tremaining: 7.97s\n44:\tlearn: 0.4828763\ttotal: 1.4s\tremaining: 7.91s\n45:\tlearn: 0.4826319\ttotal: 1.43s\tremaining: 7.89s\n46:\tlearn: 0.4823919\ttotal: 1.46s\tremaining: 7.88s\n47:\tlearn: 0.4820810\ttotal: 1.5s\tremaining: 7.86s\n48:\tlearn: 0.4817784\ttotal: 1.53s\tremaining: 7.84s\n49:\tlearn: 0.4816408\ttotal: 1.56s\tremaining: 7.79s\n50:\tlearn: 0.4814809\ttotal: 1.59s\tremaining: 7.75s\n51:\tlearn: 0.4812128\ttotal: 1.61s\tremaining: 7.69s\n52:\tlearn: 0.4808390\ttotal: 1.64s\tremaining: 7.65s\n53:\tlearn: 0.4805933\ttotal: 1.67s\tremaining: 7.6s\n54:\tlearn: 0.4803720\ttotal: 1.7s\tremaining: 7.57s\n55:\tlearn: 0.4800877\ttotal: 1.73s\tremaining: 7.52s\n56:\tlearn: 0.4797562\ttotal: 1.76s\tremaining: 7.49s\n57:\tlearn: 0.4795298\ttotal: 1.79s\tremaining: 7.46s\n58:\tlearn: 0.4792676\ttotal: 1.82s\tremaining: 7.42s\n59:\tlearn: 0.4791061\ttotal: 1.85s\tremaining: 7.39s\n60:\tlearn: 0.4789177\ttotal: 1.89s\tremaining: 7.4s\n61:\tlearn: 0.4785810\ttotal: 1.91s\tremaining: 7.34s\n62:\tlearn: 0.4784116\ttotal: 1.94s\tremaining: 7.29s\n63:\tlearn: 0.4782018\ttotal: 1.97s\tremaining: 7.25s\n64:\tlearn: 0.4780357\ttotal: 1.99s\tremaining: 7.21s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "65:\tlearn: 0.4777965\ttotal: 2.02s\tremaining: 7.17s\n66:\tlearn: 0.4773916\ttotal: 2.05s\tremaining: 7.13s\n67:\tlearn: 0.4772682\ttotal: 2.08s\tremaining: 7.09s\n68:\tlearn: 0.4770604\ttotal: 2.11s\tremaining: 7.05s\n69:\tlearn: 0.4767359\ttotal: 2.13s\tremaining: 7.01s\n70:\tlearn: 0.4765215\ttotal: 2.16s\tremaining: 6.96s\n71:\tlearn: 0.4762104\ttotal: 2.19s\tremaining: 6.94s\n72:\tlearn: 0.4760385\ttotal: 2.22s\tremaining: 6.92s\n73:\tlearn: 0.4758382\ttotal: 2.25s\tremaining: 6.88s\n74:\tlearn: 0.4756504\ttotal: 2.28s\tremaining: 6.85s\n75:\tlearn: 0.4755024\ttotal: 2.31s\tremaining: 6.82s\n76:\tlearn: 0.4753436\ttotal: 2.34s\tremaining: 6.79s\n77:\tlearn: 0.4752030\ttotal: 2.37s\tremaining: 6.75s\n78:\tlearn: 0.4750005\ttotal: 2.4s\tremaining: 6.71s\n79:\tlearn: 0.4747697\ttotal: 2.42s\tremaining: 6.66s\n80:\tlearn: 0.4745185\ttotal: 2.45s\tremaining: 6.63s\n81:\tlearn: 0.4742623\ttotal: 2.48s\tremaining: 6.6s\n82:\tlearn: 0.4740927\ttotal: 2.51s\tremaining: 6.57s\n83:\tlearn: 0.4738289\ttotal: 2.54s\tremaining: 6.53s\n84:\tlearn: 0.4736123\ttotal: 2.56s\tremaining: 6.49s\n85:\tlearn: 0.4733508\ttotal: 2.6s\tremaining: 6.46s\n86:\tlearn: 0.4732251\ttotal: 2.63s\tremaining: 6.43s\n87:\tlearn: 0.4730292\ttotal: 2.66s\tremaining: 6.41s\n88:\tlearn: 0.4728124\ttotal: 2.7s\tremaining: 6.4s\n89:\tlearn: 0.4725955\ttotal: 2.73s\tremaining: 6.38s\n90:\tlearn: 0.4724472\ttotal: 2.76s\tremaining: 6.35s\n91:\tlearn: 0.4723270\ttotal: 2.8s\tremaining: 6.32s\n92:\tlearn: 0.4722291\ttotal: 2.83s\tremaining: 6.3s\n93:\tlearn: 0.4720460\ttotal: 2.86s\tremaining: 6.27s\n94:\tlearn: 0.4718734\ttotal: 2.89s\tremaining: 6.25s\n95:\tlearn: 0.4717570\ttotal: 2.92s\tremaining: 6.22s\n96:\tlearn: 0.4716102\ttotal: 2.96s\tremaining: 6.2s\n97:\tlearn: 0.4715031\ttotal: 2.99s\tremaining: 6.17s\n98:\tlearn: 0.4713862\ttotal: 3.03s\tremaining: 6.14s\n99:\tlearn: 0.4712128\ttotal: 3.06s\tremaining: 6.12s\n100:\tlearn: 0.4710682\ttotal: 3.09s\tremaining: 6.1s\n101:\tlearn: 0.4709474\ttotal: 3.13s\tremaining: 6.07s\n102:\tlearn: 0.4708071\ttotal: 3.16s\tremaining: 6.04s\n103:\tlearn: 0.4705818\ttotal: 3.2s\tremaining: 6.03s\n104:\tlearn: 0.4705067\ttotal: 3.24s\tremaining: 6.01s\n105:\tlearn: 0.4703071\ttotal: 3.27s\tremaining: 5.99s\n106:\tlearn: 0.4701727\ttotal: 3.31s\tremaining: 5.96s\n107:\tlearn: 0.4700575\ttotal: 3.34s\tremaining: 5.94s\n108:\tlearn: 0.4699046\ttotal: 3.37s\tremaining: 5.91s\n109:\tlearn: 0.4697791\ttotal: 3.4s\tremaining: 5.88s\n110:\tlearn: 0.4697075\ttotal: 3.43s\tremaining: 5.84s\n111:\tlearn: 0.4695337\ttotal: 3.46s\tremaining: 5.81s\n112:\tlearn: 0.4693991\ttotal: 3.5s\tremaining: 5.79s\n113:\tlearn: 0.4692071\ttotal: 3.53s\tremaining: 5.76s\n114:\tlearn: 0.4691148\ttotal: 3.56s\tremaining: 5.73s\n115:\tlearn: 0.4690130\ttotal: 3.59s\tremaining: 5.69s\n116:\tlearn: 0.4688383\ttotal: 3.62s\tremaining: 5.66s\n117:\tlearn: 0.4686436\ttotal: 3.65s\tremaining: 5.63s\n118:\tlearn: 0.4685069\ttotal: 3.68s\tremaining: 5.6s\n119:\tlearn: 0.4683523\ttotal: 3.71s\tremaining: 5.56s\n120:\tlearn: 0.4682316\ttotal: 3.74s\tremaining: 5.53s\n121:\tlearn: 0.4680931\ttotal: 3.77s\tremaining: 5.5s\n122:\tlearn: 0.4679921\ttotal: 3.79s\tremaining: 5.46s\n123:\tlearn: 0.4678209\ttotal: 3.82s\tremaining: 5.43s\n124:\tlearn: 0.4677186\ttotal: 3.85s\tremaining: 5.39s\n125:\tlearn: 0.4676137\ttotal: 3.88s\tremaining: 5.36s\n126:\tlearn: 0.4674801\ttotal: 3.91s\tremaining: 5.33s\n127:\tlearn: 0.4673118\ttotal: 3.94s\tremaining: 5.29s\n128:\tlearn: 0.4671535\ttotal: 3.97s\tremaining: 5.27s\n129:\tlearn: 0.4670506\ttotal: 4.01s\tremaining: 5.24s\n130:\tlearn: 0.4668789\ttotal: 4.04s\tremaining: 5.21s\n131:\tlearn: 0.4666540\ttotal: 4.07s\tremaining: 5.18s\n132:\tlearn: 0.4665246\ttotal: 4.1s\tremaining: 5.14s\n133:\tlearn: 0.4664043\ttotal: 4.12s\tremaining: 5.11s\n134:\tlearn: 0.4662894\ttotal: 4.15s\tremaining: 5.07s\n135:\tlearn: 0.4662242\ttotal: 4.18s\tremaining: 5.04s\n136:\tlearn: 0.4661374\ttotal: 4.21s\tremaining: 5.01s\n137:\tlearn: 0.4660287\ttotal: 4.25s\tremaining: 4.99s\n138:\tlearn: 0.4658512\ttotal: 4.28s\tremaining: 4.96s\n139:\tlearn: 0.4656790\ttotal: 4.32s\tremaining: 4.94s\n140:\tlearn: 0.4655159\ttotal: 4.35s\tremaining: 4.91s\n141:\tlearn: 0.4653963\ttotal: 4.38s\tremaining: 4.87s\n142:\tlearn: 0.4652810\ttotal: 4.41s\tremaining: 4.84s\n143:\tlearn: 0.4651842\ttotal: 4.44s\tremaining: 4.81s\n144:\tlearn: 0.4650846\ttotal: 4.47s\tremaining: 4.78s\n145:\tlearn: 0.4649258\ttotal: 4.5s\tremaining: 4.75s\n146:\tlearn: 0.4648081\ttotal: 4.54s\tremaining: 4.72s\n147:\tlearn: 0.4646643\ttotal: 4.57s\tremaining: 4.7s\n148:\tlearn: 0.4645669\ttotal: 4.6s\tremaining: 4.66s\n149:\tlearn: 0.4644698\ttotal: 4.63s\tremaining: 4.63s\n150:\tlearn: 0.4643473\ttotal: 4.66s\tremaining: 4.6s\n151:\tlearn: 0.4641964\ttotal: 4.69s\tremaining: 4.57s\n152:\tlearn: 0.4640359\ttotal: 4.72s\tremaining: 4.53s\n153:\tlearn: 0.4638651\ttotal: 4.74s\tremaining: 4.5s\n154:\tlearn: 0.4637762\ttotal: 4.77s\tremaining: 4.46s\n155:\tlearn: 0.4637009\ttotal: 4.8s\tremaining: 4.43s\n156:\tlearn: 0.4635693\ttotal: 4.84s\tremaining: 4.41s\n157:\tlearn: 0.4634304\ttotal: 4.87s\tremaining: 4.38s\n158:\tlearn: 0.4633025\ttotal: 4.9s\tremaining: 4.35s\n159:\tlearn: 0.4632348\ttotal: 4.94s\tremaining: 4.32s\n160:\tlearn: 0.4631675\ttotal: 4.97s\tremaining: 4.29s\n161:\tlearn: 0.4630284\ttotal: 5s\tremaining: 4.26s\n162:\tlearn: 0.4629563\ttotal: 5.03s\tremaining: 4.23s\n163:\tlearn: 0.4628516\ttotal: 5.06s\tremaining: 4.2s\n164:\tlearn: 0.4627575\ttotal: 5.09s\tremaining: 4.17s\n165:\tlearn: 0.4626819\ttotal: 5.12s\tremaining: 4.14s\n166:\tlearn: 0.4625238\ttotal: 5.15s\tremaining: 4.1s\n167:\tlearn: 0.4623799\ttotal: 5.18s\tremaining: 4.07s\n168:\tlearn: 0.4623015\ttotal: 5.21s\tremaining: 4.04s\n169:\tlearn: 0.4621327\ttotal: 5.24s\tremaining: 4.01s\n170:\tlearn: 0.4620330\ttotal: 5.27s\tremaining: 3.97s\n171:\tlearn: 0.4619633\ttotal: 5.3s\tremaining: 3.94s\n172:\tlearn: 0.4618133\ttotal: 5.33s\tremaining: 3.91s\n173:\tlearn: 0.4617210\ttotal: 5.36s\tremaining: 3.88s\n174:\tlearn: 0.4616068\ttotal: 5.39s\tremaining: 3.85s\n175:\tlearn: 0.4615288\ttotal: 5.42s\tremaining: 3.82s\n176:\tlearn: 0.4614499\ttotal: 5.46s\tremaining: 3.79s\n177:\tlearn: 0.4613739\ttotal: 5.49s\tremaining: 3.77s\n178:\tlearn: 0.4612983\ttotal: 5.53s\tremaining: 3.73s\n179:\tlearn: 0.4612247\ttotal: 5.56s\tremaining: 3.7s\n180:\tlearn: 0.4611400\ttotal: 5.59s\tremaining: 3.67s\n181:\tlearn: 0.4610836\ttotal: 5.62s\tremaining: 3.64s\n182:\tlearn: 0.4609346\ttotal: 5.64s\tremaining: 3.61s\n183:\tlearn: 0.4608105\ttotal: 5.67s\tremaining: 3.57s\n184:\tlearn: 0.4606754\ttotal: 5.7s\tremaining: 3.54s\n185:\tlearn: 0.4605589\ttotal: 5.73s\tremaining: 3.51s\n186:\tlearn: 0.4604730\ttotal: 5.76s\tremaining: 3.48s\n187:\tlearn: 0.4603196\ttotal: 5.79s\tremaining: 3.45s\n188:\tlearn: 0.4602386\ttotal: 5.82s\tremaining: 3.42s\n189:\tlearn: 0.4601414\ttotal: 5.85s\tremaining: 3.38s\n190:\tlearn: 0.4600834\ttotal: 5.87s\tremaining: 3.35s\n191:\tlearn: 0.4599909\ttotal: 5.91s\tremaining: 3.32s\n192:\tlearn: 0.4598819\ttotal: 5.94s\tremaining: 3.29s\n193:\tlearn: 0.4597787\ttotal: 5.96s\tremaining: 3.26s\n194:\tlearn: 0.4597166\ttotal: 5.99s\tremaining: 3.23s\n195:\tlearn: 0.4596193\ttotal: 6.02s\tremaining: 3.19s\n196:\tlearn: 0.4595267\ttotal: 6.05s\tremaining: 3.16s\n197:\tlearn: 0.4594430\ttotal: 6.08s\tremaining: 3.13s\n198:\tlearn: 0.4593147\ttotal: 6.11s\tremaining: 3.1s\n199:\tlearn: 0.4592379\ttotal: 6.14s\tremaining: 3.07s\n200:\tlearn: 0.4591581\ttotal: 6.17s\tremaining: 3.04s\n201:\tlearn: 0.4590829\ttotal: 6.2s\tremaining: 3.01s\n202:\tlearn: 0.4590014\ttotal: 6.23s\tremaining: 2.98s\n203:\tlearn: 0.4588798\ttotal: 6.26s\tremaining: 2.95s\n204:\tlearn: 0.4587770\ttotal: 6.29s\tremaining: 2.91s\n205:\tlearn: 0.4586437\ttotal: 6.32s\tremaining: 2.88s\n206:\tlearn: 0.4585363\ttotal: 6.35s\tremaining: 2.85s\n207:\tlearn: 0.4584804\ttotal: 6.38s\tremaining: 2.82s\n208:\tlearn: 0.4583566\ttotal: 6.4s\tremaining: 2.79s\n209:\tlearn: 0.4582327\ttotal: 6.43s\tremaining: 2.75s\n210:\tlearn: 0.4581266\ttotal: 6.47s\tremaining: 2.73s\n211:\tlearn: 0.4580207\ttotal: 6.51s\tremaining: 2.7s\n212:\tlearn: 0.4579599\ttotal: 6.54s\tremaining: 2.67s\n213:\tlearn: 0.4579054\ttotal: 6.56s\tremaining: 2.64s\n214:\tlearn: 0.4577707\ttotal: 6.59s\tremaining: 2.6s\n215:\tlearn: 0.4576783\ttotal: 6.62s\tremaining: 2.57s\n216:\tlearn: 0.4576032\ttotal: 6.64s\tremaining: 2.54s\n217:\tlearn: 0.4574989\ttotal: 6.68s\tremaining: 2.51s\n218:\tlearn: 0.4573862\ttotal: 6.72s\tremaining: 2.48s\n219:\tlearn: 0.4573212\ttotal: 6.75s\tremaining: 2.45s\n220:\tlearn: 0.4572486\ttotal: 6.78s\tremaining: 2.42s\n221:\tlearn: 0.4571756\ttotal: 6.81s\tremaining: 2.39s\n222:\tlearn: 0.4571288\ttotal: 6.84s\tremaining: 2.36s\n223:\tlearn: 0.4570409\ttotal: 6.88s\tremaining: 2.33s\n224:\tlearn: 0.4569233\ttotal: 6.92s\tremaining: 2.31s\n225:\tlearn: 0.4568237\ttotal: 6.96s\tremaining: 2.28s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "226:\tlearn: 0.4567119\ttotal: 7s\tremaining: 2.25s\n227:\tlearn: 0.4566013\ttotal: 7.03s\tremaining: 2.22s\n228:\tlearn: 0.4564888\ttotal: 7.06s\tremaining: 2.19s\n229:\tlearn: 0.4563838\ttotal: 7.09s\tremaining: 2.16s\n230:\tlearn: 0.4563065\ttotal: 7.13s\tremaining: 2.13s\n231:\tlearn: 0.4561950\ttotal: 7.15s\tremaining: 2.1s\n232:\tlearn: 0.4560858\ttotal: 7.18s\tremaining: 2.06s\n233:\tlearn: 0.4559889\ttotal: 7.2s\tremaining: 2.03s\n234:\tlearn: 0.4558810\ttotal: 7.23s\tremaining: 2s\n235:\tlearn: 0.4557890\ttotal: 7.26s\tremaining: 1.97s\n236:\tlearn: 0.4557210\ttotal: 7.29s\tremaining: 1.94s\n237:\tlearn: 0.4555978\ttotal: 7.32s\tremaining: 1.91s\n238:\tlearn: 0.4555363\ttotal: 7.36s\tremaining: 1.88s\n239:\tlearn: 0.4554635\ttotal: 7.39s\tremaining: 1.85s\n240:\tlearn: 0.4553464\ttotal: 7.42s\tremaining: 1.82s\n241:\tlearn: 0.4552556\ttotal: 7.45s\tremaining: 1.78s\n242:\tlearn: 0.4552037\ttotal: 7.48s\tremaining: 1.75s\n243:\tlearn: 0.4550968\ttotal: 7.52s\tremaining: 1.73s\n244:\tlearn: 0.4550198\ttotal: 7.55s\tremaining: 1.69s\n245:\tlearn: 0.4549287\ttotal: 7.58s\tremaining: 1.66s\n246:\tlearn: 0.4548791\ttotal: 7.61s\tremaining: 1.63s\n247:\tlearn: 0.4547962\ttotal: 7.64s\tremaining: 1.6s\n248:\tlearn: 0.4547417\ttotal: 7.67s\tremaining: 1.57s\n249:\tlearn: 0.4546467\ttotal: 7.71s\tremaining: 1.54s\n250:\tlearn: 0.4545604\ttotal: 7.75s\tremaining: 1.51s\n251:\tlearn: 0.4545098\ttotal: 7.78s\tremaining: 1.48s\n252:\tlearn: 0.4544249\ttotal: 7.82s\tremaining: 1.45s\n253:\tlearn: 0.4543524\ttotal: 7.85s\tremaining: 1.42s\n254:\tlearn: 0.4542464\ttotal: 7.88s\tremaining: 1.39s\n255:\tlearn: 0.4541406\ttotal: 7.91s\tremaining: 1.36s\n256:\tlearn: 0.4540702\ttotal: 7.94s\tremaining: 1.33s\n257:\tlearn: 0.4540136\ttotal: 7.98s\tremaining: 1.3s\n258:\tlearn: 0.4539363\ttotal: 8.02s\tremaining: 1.27s\n259:\tlearn: 0.4538395\ttotal: 8.05s\tremaining: 1.24s\n260:\tlearn: 0.4537616\ttotal: 8.08s\tremaining: 1.21s\n261:\tlearn: 0.4536790\ttotal: 8.11s\tremaining: 1.18s\n262:\tlearn: 0.4535737\ttotal: 8.14s\tremaining: 1.15s\n263:\tlearn: 0.4535007\ttotal: 8.17s\tremaining: 1.11s\n264:\tlearn: 0.4534152\ttotal: 8.2s\tremaining: 1.08s\n265:\tlearn: 0.4533231\ttotal: 8.22s\tremaining: 1.05s\n266:\tlearn: 0.4532569\ttotal: 8.25s\tremaining: 1.02s\n267:\tlearn: 0.4531560\ttotal: 8.28s\tremaining: 989ms\n268:\tlearn: 0.4530790\ttotal: 8.31s\tremaining: 957ms\n269:\tlearn: 0.4530035\ttotal: 8.33s\tremaining: 926ms\n270:\tlearn: 0.4529331\ttotal: 8.36s\tremaining: 895ms\n271:\tlearn: 0.4528440\ttotal: 8.39s\tremaining: 864ms\n272:\tlearn: 0.4527832\ttotal: 8.42s\tremaining: 833ms\n273:\tlearn: 0.4527182\ttotal: 8.45s\tremaining: 801ms\n274:\tlearn: 0.4526476\ttotal: 8.47s\tremaining: 770ms\n275:\tlearn: 0.4525800\ttotal: 8.5s\tremaining: 739ms\n276:\tlearn: 0.4525345\ttotal: 8.53s\tremaining: 708ms\n277:\tlearn: 0.4524599\ttotal: 8.56s\tremaining: 677ms\n278:\tlearn: 0.4524054\ttotal: 8.59s\tremaining: 647ms\n279:\tlearn: 0.4523310\ttotal: 8.63s\tremaining: 616ms\n280:\tlearn: 0.4522323\ttotal: 8.66s\tremaining: 585ms\n281:\tlearn: 0.4521471\ttotal: 8.69s\tremaining: 554ms\n282:\tlearn: 0.4520795\ttotal: 8.72s\tremaining: 524ms\n283:\tlearn: 0.4519995\ttotal: 8.75s\tremaining: 493ms\n284:\tlearn: 0.4519209\ttotal: 8.79s\tremaining: 463ms\n285:\tlearn: 0.4518617\ttotal: 8.82s\tremaining: 432ms\n286:\tlearn: 0.4517762\ttotal: 8.86s\tremaining: 401ms\n287:\tlearn: 0.4517195\ttotal: 8.89s\tremaining: 371ms\n288:\tlearn: 0.4516259\ttotal: 8.93s\tremaining: 340ms\n289:\tlearn: 0.4515584\ttotal: 8.96s\tremaining: 309ms\n290:\tlearn: 0.4514635\ttotal: 9s\tremaining: 278ms\n291:\tlearn: 0.4513995\ttotal: 9.03s\tremaining: 247ms\n292:\tlearn: 0.4512964\ttotal: 9.05s\tremaining: 216ms\n293:\tlearn: 0.4512234\ttotal: 9.09s\tremaining: 186ms\n294:\tlearn: 0.4511277\ttotal: 9.13s\tremaining: 155ms\n295:\tlearn: 0.4510609\ttotal: 9.16s\tremaining: 124ms\n296:\tlearn: 0.4510062\ttotal: 9.2s\tremaining: 93ms\n297:\tlearn: 0.4509266\ttotal: 9.24s\tremaining: 62ms\n298:\tlearn: 0.4508332\ttotal: 9.27s\tremaining: 31ms\n299:\tlearn: 0.4507665\ttotal: 9.29s\tremaining: 0us\n0:\tlearn: 0.6544804\ttotal: 30.7ms\tremaining: 9.19s\n1:\tlearn: 0.6237484\ttotal: 64.3ms\tremaining: 9.58s\n2:\tlearn: 0.5993906\ttotal: 98.3ms\tremaining: 9.73s\n3:\tlearn: 0.5790404\ttotal: 130ms\tremaining: 9.65s\n4:\tlearn: 0.5631068\ttotal: 166ms\tremaining: 9.8s\n5:\tlearn: 0.5499845\ttotal: 208ms\tremaining: 10.2s\n6:\tlearn: 0.5405764\ttotal: 246ms\tremaining: 10.3s\n7:\tlearn: 0.5321739\ttotal: 279ms\tremaining: 10.2s\n8:\tlearn: 0.5250860\ttotal: 310ms\tremaining: 10s\n9:\tlearn: 0.5194754\ttotal: 340ms\tremaining: 9.86s\n10:\tlearn: 0.5148847\ttotal: 373ms\tremaining: 9.8s\n11:\tlearn: 0.5113948\ttotal: 408ms\tremaining: 9.79s\n12:\tlearn: 0.5085544\ttotal: 444ms\tremaining: 9.8s\n13:\tlearn: 0.5061843\ttotal: 475ms\tremaining: 9.71s\n14:\tlearn: 0.5038830\ttotal: 504ms\tremaining: 9.58s\n15:\tlearn: 0.5019254\ttotal: 532ms\tremaining: 9.44s\n16:\tlearn: 0.5000696\ttotal: 561ms\tremaining: 9.34s\n17:\tlearn: 0.4989266\ttotal: 598ms\tremaining: 9.36s\n18:\tlearn: 0.4975685\ttotal: 638ms\tremaining: 9.44s\n19:\tlearn: 0.4962599\ttotal: 677ms\tremaining: 9.47s\n20:\tlearn: 0.4951281\ttotal: 708ms\tremaining: 9.41s\n21:\tlearn: 0.4942010\ttotal: 736ms\tremaining: 9.3s\n22:\tlearn: 0.4933284\ttotal: 760ms\tremaining: 9.15s\n23:\tlearn: 0.4925891\ttotal: 787ms\tremaining: 9.05s\n24:\tlearn: 0.4918803\ttotal: 817ms\tremaining: 8.98s\n25:\tlearn: 0.4911432\ttotal: 846ms\tremaining: 8.92s\n26:\tlearn: 0.4905934\ttotal: 876ms\tremaining: 8.86s\n27:\tlearn: 0.4900561\ttotal: 906ms\tremaining: 8.8s\n28:\tlearn: 0.4893009\ttotal: 933ms\tremaining: 8.71s\n29:\tlearn: 0.4889544\ttotal: 961ms\tremaining: 8.65s\n30:\tlearn: 0.4886425\ttotal: 990ms\tremaining: 8.59s\n31:\tlearn: 0.4881453\ttotal: 1.02s\tremaining: 8.55s\n32:\tlearn: 0.4875373\ttotal: 1.05s\tremaining: 8.53s\n33:\tlearn: 0.4871179\ttotal: 1.09s\tremaining: 8.57s\n34:\tlearn: 0.4867556\ttotal: 1.13s\tremaining: 8.55s\n35:\tlearn: 0.4864061\ttotal: 1.17s\tremaining: 8.54s\n36:\tlearn: 0.4858600\ttotal: 1.2s\tremaining: 8.52s\n37:\tlearn: 0.4854102\ttotal: 1.23s\tremaining: 8.5s\n38:\tlearn: 0.4849921\ttotal: 1.26s\tremaining: 8.44s\n39:\tlearn: 0.4847323\ttotal: 1.32s\tremaining: 8.57s\n40:\tlearn: 0.4844036\ttotal: 1.35s\tremaining: 8.55s\n41:\tlearn: 0.4840369\ttotal: 1.39s\tremaining: 8.52s\n42:\tlearn: 0.4836286\ttotal: 1.43s\tremaining: 8.53s\n43:\tlearn: 0.4833585\ttotal: 1.46s\tremaining: 8.5s\n44:\tlearn: 0.4830128\ttotal: 1.49s\tremaining: 8.45s\n45:\tlearn: 0.4827185\ttotal: 1.52s\tremaining: 8.42s\n46:\tlearn: 0.4823631\ttotal: 1.56s\tremaining: 8.42s\n47:\tlearn: 0.4819975\ttotal: 1.6s\tremaining: 8.38s\n48:\tlearn: 0.4817798\ttotal: 1.63s\tremaining: 8.34s\n49:\tlearn: 0.4816028\ttotal: 1.66s\tremaining: 8.3s\n50:\tlearn: 0.4812843\ttotal: 1.69s\tremaining: 8.24s\n51:\tlearn: 0.4809543\ttotal: 1.72s\tremaining: 8.18s\n52:\tlearn: 0.4807551\ttotal: 1.75s\tremaining: 8.17s\n53:\tlearn: 0.4805516\ttotal: 1.79s\tremaining: 8.18s\n54:\tlearn: 0.4802645\ttotal: 1.83s\tremaining: 8.16s\n55:\tlearn: 0.4800571\ttotal: 1.87s\tremaining: 8.14s\n56:\tlearn: 0.4798956\ttotal: 1.9s\tremaining: 8.1s\n57:\tlearn: 0.4795506\ttotal: 1.93s\tremaining: 8.04s\n58:\tlearn: 0.4792717\ttotal: 1.95s\tremaining: 7.99s\n59:\tlearn: 0.4791174\ttotal: 1.98s\tremaining: 7.93s\n60:\tlearn: 0.4787707\ttotal: 2.02s\tremaining: 7.9s\n61:\tlearn: 0.4786327\ttotal: 2.05s\tremaining: 7.88s\n62:\tlearn: 0.4784906\ttotal: 2.09s\tremaining: 7.87s\n63:\tlearn: 0.4782235\ttotal: 2.12s\tremaining: 7.83s\n64:\tlearn: 0.4780100\ttotal: 2.16s\tremaining: 7.8s\n65:\tlearn: 0.4777660\ttotal: 2.19s\tremaining: 7.78s\n66:\tlearn: 0.4775986\ttotal: 2.23s\tremaining: 7.75s\n67:\tlearn: 0.4774545\ttotal: 2.27s\tremaining: 7.73s\n68:\tlearn: 0.4772575\ttotal: 2.3s\tremaining: 7.71s\n69:\tlearn: 0.4769141\ttotal: 2.34s\tremaining: 7.68s\n70:\tlearn: 0.4766837\ttotal: 2.36s\tremaining: 7.62s\n71:\tlearn: 0.4765387\ttotal: 2.39s\tremaining: 7.57s\n72:\tlearn: 0.4763502\ttotal: 2.42s\tremaining: 7.52s\n73:\tlearn: 0.4760706\ttotal: 2.44s\tremaining: 7.46s\n74:\tlearn: 0.4758896\ttotal: 2.47s\tremaining: 7.42s\n75:\tlearn: 0.4757081\ttotal: 2.5s\tremaining: 7.37s\n76:\tlearn: 0.4755059\ttotal: 2.53s\tremaining: 7.32s\n77:\tlearn: 0.4753006\ttotal: 2.56s\tremaining: 7.3s\n78:\tlearn: 0.4750828\ttotal: 2.59s\tremaining: 7.25s\n79:\tlearn: 0.4749388\ttotal: 2.64s\tremaining: 7.25s\n80:\tlearn: 0.4747346\ttotal: 2.67s\tremaining: 7.21s\n81:\tlearn: 0.4744993\ttotal: 2.7s\tremaining: 7.19s\n82:\tlearn: 0.4743439\ttotal: 2.74s\tremaining: 7.16s\n83:\tlearn: 0.4741787\ttotal: 2.77s\tremaining: 7.14s\n84:\tlearn: 0.4740073\ttotal: 2.81s\tremaining: 7.1s\n85:\tlearn: 0.4738586\ttotal: 2.84s\tremaining: 7.06s\n86:\tlearn: 0.4735774\ttotal: 2.87s\tremaining: 7.03s\n87:\tlearn: 0.4734338\ttotal: 2.9s\tremaining: 7s\n88:\tlearn: 0.4732779\ttotal: 2.94s\tremaining: 6.97s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "89:\tlearn: 0.4730456\ttotal: 2.97s\tremaining: 6.93s\n90:\tlearn: 0.4728701\ttotal: 3s\tremaining: 6.9s\n91:\tlearn: 0.4726869\ttotal: 3.04s\tremaining: 6.87s\n92:\tlearn: 0.4725765\ttotal: 3.07s\tremaining: 6.84s\n93:\tlearn: 0.4723805\ttotal: 3.11s\tremaining: 6.81s\n94:\tlearn: 0.4722599\ttotal: 3.14s\tremaining: 6.77s\n95:\tlearn: 0.4721074\ttotal: 3.17s\tremaining: 6.73s\n96:\tlearn: 0.4719186\ttotal: 3.2s\tremaining: 6.7s\n97:\tlearn: 0.4718284\ttotal: 3.23s\tremaining: 6.67s\n98:\tlearn: 0.4716989\ttotal: 3.27s\tremaining: 6.64s\n99:\tlearn: 0.4716044\ttotal: 3.31s\tremaining: 6.61s\n100:\tlearn: 0.4714026\ttotal: 3.35s\tremaining: 6.6s\n101:\tlearn: 0.4712256\ttotal: 3.38s\tremaining: 6.57s\n102:\tlearn: 0.4709889\ttotal: 3.42s\tremaining: 6.53s\n103:\tlearn: 0.4708796\ttotal: 3.45s\tremaining: 6.5s\n104:\tlearn: 0.4707760\ttotal: 3.48s\tremaining: 6.46s\n105:\tlearn: 0.4705393\ttotal: 3.51s\tremaining: 6.43s\n106:\tlearn: 0.4703956\ttotal: 3.54s\tremaining: 6.39s\n107:\tlearn: 0.4702522\ttotal: 3.58s\tremaining: 6.36s\n108:\tlearn: 0.4700584\ttotal: 3.61s\tremaining: 6.32s\n109:\tlearn: 0.4698928\ttotal: 3.64s\tremaining: 6.29s\n110:\tlearn: 0.4697778\ttotal: 3.67s\tremaining: 6.25s\n111:\tlearn: 0.4695536\ttotal: 3.71s\tremaining: 6.22s\n112:\tlearn: 0.4693973\ttotal: 3.74s\tremaining: 6.19s\n113:\tlearn: 0.4692320\ttotal: 3.77s\tremaining: 6.15s\n114:\tlearn: 0.4690512\ttotal: 3.81s\tremaining: 6.13s\n115:\tlearn: 0.4688949\ttotal: 3.85s\tremaining: 6.1s\n116:\tlearn: 0.4687663\ttotal: 3.88s\tremaining: 6.07s\n117:\tlearn: 0.4685878\ttotal: 3.92s\tremaining: 6.04s\n118:\tlearn: 0.4684461\ttotal: 3.97s\tremaining: 6.03s\n119:\tlearn: 0.4682917\ttotal: 4.01s\tremaining: 6.02s\n120:\tlearn: 0.4681769\ttotal: 4.06s\tremaining: 6.01s\n121:\tlearn: 0.4680456\ttotal: 4.1s\tremaining: 5.98s\n122:\tlearn: 0.4679011\ttotal: 4.14s\tremaining: 5.96s\n123:\tlearn: 0.4677890\ttotal: 4.19s\tremaining: 5.95s\n124:\tlearn: 0.4676361\ttotal: 4.23s\tremaining: 5.92s\n125:\tlearn: 0.4675168\ttotal: 4.27s\tremaining: 5.9s\n126:\tlearn: 0.4673941\ttotal: 4.32s\tremaining: 5.88s\n127:\tlearn: 0.4672686\ttotal: 4.36s\tremaining: 5.85s\n128:\tlearn: 0.4671635\ttotal: 4.4s\tremaining: 5.83s\n129:\tlearn: 0.4670636\ttotal: 4.44s\tremaining: 5.8s\n130:\tlearn: 0.4668757\ttotal: 4.48s\tremaining: 5.77s\n131:\tlearn: 0.4667693\ttotal: 4.51s\tremaining: 5.74s\n132:\tlearn: 0.4666102\ttotal: 4.55s\tremaining: 5.71s\n133:\tlearn: 0.4665231\ttotal: 4.59s\tremaining: 5.69s\n134:\tlearn: 0.4664123\ttotal: 4.63s\tremaining: 5.66s\n135:\tlearn: 0.4662905\ttotal: 4.67s\tremaining: 5.63s\n136:\tlearn: 0.4661881\ttotal: 4.7s\tremaining: 5.59s\n137:\tlearn: 0.4660937\ttotal: 4.74s\tremaining: 5.56s\n138:\tlearn: 0.4659312\ttotal: 4.78s\tremaining: 5.54s\n139:\tlearn: 0.4658402\ttotal: 4.83s\tremaining: 5.52s\n140:\tlearn: 0.4656658\ttotal: 4.88s\tremaining: 5.5s\n141:\tlearn: 0.4655630\ttotal: 4.92s\tremaining: 5.48s\n142:\tlearn: 0.4654574\ttotal: 4.96s\tremaining: 5.45s\n143:\tlearn: 0.4653095\ttotal: 4.99s\tremaining: 5.41s\n144:\tlearn: 0.4651554\ttotal: 5.03s\tremaining: 5.38s\n145:\tlearn: 0.4650323\ttotal: 5.07s\tremaining: 5.34s\n146:\tlearn: 0.4649373\ttotal: 5.1s\tremaining: 5.31s\n147:\tlearn: 0.4648257\ttotal: 5.13s\tremaining: 5.27s\n148:\tlearn: 0.4646397\ttotal: 5.17s\tremaining: 5.24s\n149:\tlearn: 0.4644676\ttotal: 5.21s\tremaining: 5.21s\n150:\tlearn: 0.4643400\ttotal: 5.25s\tremaining: 5.18s\n151:\tlearn: 0.4642505\ttotal: 5.28s\tremaining: 5.14s\n152:\tlearn: 0.4640999\ttotal: 5.32s\tremaining: 5.11s\n153:\tlearn: 0.4640189\ttotal: 5.35s\tremaining: 5.07s\n154:\tlearn: 0.4639256\ttotal: 5.39s\tremaining: 5.04s\n155:\tlearn: 0.4638012\ttotal: 5.42s\tremaining: 5s\n156:\tlearn: 0.4636933\ttotal: 5.46s\tremaining: 4.97s\n157:\tlearn: 0.4636166\ttotal: 5.49s\tremaining: 4.94s\n158:\tlearn: 0.4634579\ttotal: 5.53s\tremaining: 4.9s\n159:\tlearn: 0.4633382\ttotal: 5.56s\tremaining: 4.86s\n160:\tlearn: 0.4632078\ttotal: 5.59s\tremaining: 4.82s\n161:\tlearn: 0.4630561\ttotal: 5.62s\tremaining: 4.78s\n162:\tlearn: 0.4629529\ttotal: 5.65s\tremaining: 4.75s\n163:\tlearn: 0.4628191\ttotal: 5.68s\tremaining: 4.71s\n164:\tlearn: 0.4626837\ttotal: 5.72s\tremaining: 4.68s\n165:\tlearn: 0.4625899\ttotal: 5.76s\tremaining: 4.65s\n166:\tlearn: 0.4625003\ttotal: 5.8s\tremaining: 4.62s\n167:\tlearn: 0.4624034\ttotal: 5.84s\tremaining: 4.59s\n168:\tlearn: 0.4622899\ttotal: 5.88s\tremaining: 4.56s\n169:\tlearn: 0.4621780\ttotal: 5.92s\tremaining: 4.53s\n170:\tlearn: 0.4620957\ttotal: 5.96s\tremaining: 4.5s\n171:\tlearn: 0.4620207\ttotal: 6s\tremaining: 4.46s\n172:\tlearn: 0.4618881\ttotal: 6.04s\tremaining: 4.44s\n173:\tlearn: 0.4617868\ttotal: 6.09s\tremaining: 4.41s\n174:\tlearn: 0.4617020\ttotal: 6.13s\tremaining: 4.38s\n175:\tlearn: 0.4616218\ttotal: 6.16s\tremaining: 4.34s\n176:\tlearn: 0.4614929\ttotal: 6.2s\tremaining: 4.3s\n177:\tlearn: 0.4613881\ttotal: 6.24s\tremaining: 4.28s\n178:\tlearn: 0.4613059\ttotal: 6.28s\tremaining: 4.24s\n179:\tlearn: 0.4611963\ttotal: 6.31s\tremaining: 4.21s\n180:\tlearn: 0.4611415\ttotal: 6.35s\tremaining: 4.17s\n181:\tlearn: 0.4610419\ttotal: 6.38s\tremaining: 4.14s\n182:\tlearn: 0.4609232\ttotal: 6.41s\tremaining: 4.1s\n183:\tlearn: 0.4607852\ttotal: 6.44s\tremaining: 4.06s\n184:\tlearn: 0.4606711\ttotal: 6.48s\tremaining: 4.03s\n185:\tlearn: 0.4605911\ttotal: 6.51s\tremaining: 3.99s\n186:\tlearn: 0.4604537\ttotal: 6.54s\tremaining: 3.96s\n187:\tlearn: 0.4603435\ttotal: 6.58s\tremaining: 3.92s\n188:\tlearn: 0.4602493\ttotal: 6.62s\tremaining: 3.88s\n189:\tlearn: 0.4601021\ttotal: 6.65s\tremaining: 3.85s\n190:\tlearn: 0.4600189\ttotal: 6.68s\tremaining: 3.81s\n191:\tlearn: 0.4599307\ttotal: 6.71s\tremaining: 3.77s\n192:\tlearn: 0.4598140\ttotal: 6.75s\tremaining: 3.74s\n193:\tlearn: 0.4596976\ttotal: 6.78s\tremaining: 3.7s\n194:\tlearn: 0.4596087\ttotal: 6.81s\tremaining: 3.67s\n195:\tlearn: 0.4595109\ttotal: 6.84s\tremaining: 3.63s\n196:\tlearn: 0.4593966\ttotal: 6.87s\tremaining: 3.59s\n197:\tlearn: 0.4593155\ttotal: 6.91s\tremaining: 3.56s\n198:\tlearn: 0.4591919\ttotal: 6.95s\tremaining: 3.53s\n199:\tlearn: 0.4591214\ttotal: 6.98s\tremaining: 3.49s\n200:\tlearn: 0.4590199\ttotal: 7.01s\tremaining: 3.46s\n201:\tlearn: 0.4589627\ttotal: 7.05s\tremaining: 3.42s\n202:\tlearn: 0.4588939\ttotal: 7.09s\tremaining: 3.39s\n203:\tlearn: 0.4588126\ttotal: 7.13s\tremaining: 3.36s\n204:\tlearn: 0.4587501\ttotal: 7.17s\tremaining: 3.32s\n205:\tlearn: 0.4586593\ttotal: 7.21s\tremaining: 3.29s\n206:\tlearn: 0.4585737\ttotal: 7.24s\tremaining: 3.25s\n207:\tlearn: 0.4584841\ttotal: 7.28s\tremaining: 3.22s\n208:\tlearn: 0.4583578\ttotal: 7.31s\tremaining: 3.18s\n209:\tlearn: 0.4582818\ttotal: 7.35s\tremaining: 3.15s\n210:\tlearn: 0.4581711\ttotal: 7.39s\tremaining: 3.12s\n211:\tlearn: 0.4581205\ttotal: 7.43s\tremaining: 3.08s\n212:\tlearn: 0.4580278\ttotal: 7.47s\tremaining: 3.05s\n213:\tlearn: 0.4579193\ttotal: 7.51s\tremaining: 3.02s\n214:\tlearn: 0.4578239\ttotal: 7.55s\tremaining: 2.98s\n215:\tlearn: 0.4577402\ttotal: 7.58s\tremaining: 2.95s\n216:\tlearn: 0.4576332\ttotal: 7.61s\tremaining: 2.91s\n217:\tlearn: 0.4575664\ttotal: 7.64s\tremaining: 2.87s\n218:\tlearn: 0.4574519\ttotal: 7.66s\tremaining: 2.83s\n219:\tlearn: 0.4573425\ttotal: 7.7s\tremaining: 2.8s\n220:\tlearn: 0.4572825\ttotal: 7.74s\tremaining: 2.77s\n221:\tlearn: 0.4571903\ttotal: 7.77s\tremaining: 2.73s\n222:\tlearn: 0.4570750\ttotal: 7.8s\tremaining: 2.69s\n223:\tlearn: 0.4569792\ttotal: 7.84s\tremaining: 2.66s\n224:\tlearn: 0.4568987\ttotal: 7.88s\tremaining: 2.63s\n225:\tlearn: 0.4568347\ttotal: 7.91s\tremaining: 2.59s\n226:\tlearn: 0.4567422\ttotal: 7.96s\tremaining: 2.56s\n227:\tlearn: 0.4566680\ttotal: 7.99s\tremaining: 2.52s\n228:\tlearn: 0.4565963\ttotal: 8.02s\tremaining: 2.49s\n229:\tlearn: 0.4565034\ttotal: 8.06s\tremaining: 2.45s\n230:\tlearn: 0.4564376\ttotal: 8.09s\tremaining: 2.42s\n231:\tlearn: 0.4563459\ttotal: 8.13s\tremaining: 2.38s\n232:\tlearn: 0.4562856\ttotal: 8.16s\tremaining: 2.35s\n233:\tlearn: 0.4562113\ttotal: 8.2s\tremaining: 2.31s\n234:\tlearn: 0.4561326\ttotal: 8.23s\tremaining: 2.28s\n235:\tlearn: 0.4560413\ttotal: 8.27s\tremaining: 2.24s\n236:\tlearn: 0.4559749\ttotal: 8.3s\tremaining: 2.21s\n237:\tlearn: 0.4559070\ttotal: 8.33s\tremaining: 2.17s\n238:\tlearn: 0.4558563\ttotal: 8.37s\tremaining: 2.14s\n239:\tlearn: 0.4557712\ttotal: 8.41s\tremaining: 2.1s\n240:\tlearn: 0.4556936\ttotal: 8.44s\tremaining: 2.07s\n241:\tlearn: 0.4556249\ttotal: 8.48s\tremaining: 2.03s\n242:\tlearn: 0.4555335\ttotal: 8.51s\tremaining: 2s\n243:\tlearn: 0.4554597\ttotal: 8.55s\tremaining: 1.96s\n244:\tlearn: 0.4553963\ttotal: 8.58s\tremaining: 1.93s\n245:\tlearn: 0.4553356\ttotal: 8.62s\tremaining: 1.89s\n246:\tlearn: 0.4552553\ttotal: 8.65s\tremaining: 1.86s\n247:\tlearn: 0.4552065\ttotal: 8.68s\tremaining: 1.82s\n248:\tlearn: 0.4551202\ttotal: 8.72s\tremaining: 1.79s\n249:\tlearn: 0.4550421\ttotal: 8.75s\tremaining: 1.75s\n250:\tlearn: 0.4549859\ttotal: 8.78s\tremaining: 1.71s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "251:\tlearn: 0.4549371\ttotal: 8.82s\tremaining: 1.68s\n252:\tlearn: 0.4548440\ttotal: 8.85s\tremaining: 1.64s\n253:\tlearn: 0.4547906\ttotal: 8.89s\tremaining: 1.61s\n254:\tlearn: 0.4547127\ttotal: 8.93s\tremaining: 1.57s\n255:\tlearn: 0.4546444\ttotal: 8.96s\tremaining: 1.54s\n256:\tlearn: 0.4545567\ttotal: 8.99s\tremaining: 1.5s\n257:\tlearn: 0.4544787\ttotal: 9.03s\tremaining: 1.47s\n258:\tlearn: 0.4543707\ttotal: 9.06s\tremaining: 1.43s\n259:\tlearn: 0.4542858\ttotal: 9.1s\tremaining: 1.4s\n260:\tlearn: 0.4542411\ttotal: 9.13s\tremaining: 1.36s\n261:\tlearn: 0.4541527\ttotal: 9.16s\tremaining: 1.33s\n262:\tlearn: 0.4540913\ttotal: 9.19s\tremaining: 1.29s\n263:\tlearn: 0.4540405\ttotal: 9.23s\tremaining: 1.26s\n264:\tlearn: 0.4539156\ttotal: 9.27s\tremaining: 1.22s\n265:\tlearn: 0.4538189\ttotal: 9.31s\tremaining: 1.19s\n266:\tlearn: 0.4537391\ttotal: 9.36s\tremaining: 1.16s\n267:\tlearn: 0.4536711\ttotal: 9.39s\tremaining: 1.12s\n268:\tlearn: 0.4535768\ttotal: 9.43s\tremaining: 1.09s\n269:\tlearn: 0.4535025\ttotal: 9.46s\tremaining: 1.05s\n270:\tlearn: 0.4534280\ttotal: 9.49s\tremaining: 1.02s\n271:\tlearn: 0.4533387\ttotal: 9.53s\tremaining: 981ms\n272:\tlearn: 0.4532282\ttotal: 9.57s\tremaining: 947ms\n273:\tlearn: 0.4531501\ttotal: 9.61s\tremaining: 912ms\n274:\tlearn: 0.4530724\ttotal: 9.64s\tremaining: 876ms\n275:\tlearn: 0.4529769\ttotal: 9.67s\tremaining: 841ms\n276:\tlearn: 0.4529068\ttotal: 9.71s\tremaining: 806ms\n277:\tlearn: 0.4528332\ttotal: 9.74s\tremaining: 771ms\n278:\tlearn: 0.4527507\ttotal: 9.77s\tremaining: 735ms\n279:\tlearn: 0.4526671\ttotal: 9.8s\tremaining: 700ms\n280:\tlearn: 0.4526171\ttotal: 9.83s\tremaining: 665ms\n281:\tlearn: 0.4525781\ttotal: 9.86s\tremaining: 629ms\n282:\tlearn: 0.4525032\ttotal: 9.88s\tremaining: 594ms\n283:\tlearn: 0.4524287\ttotal: 9.93s\tremaining: 559ms\n284:\tlearn: 0.4523603\ttotal: 9.96s\tremaining: 524ms\n285:\tlearn: 0.4522621\ttotal: 10s\tremaining: 490ms\n286:\tlearn: 0.4521759\ttotal: 10.1s\tremaining: 455ms\n287:\tlearn: 0.4521126\ttotal: 10.1s\tremaining: 421ms\n288:\tlearn: 0.4520667\ttotal: 10.1s\tremaining: 386ms\n289:\tlearn: 0.4519739\ttotal: 10.2s\tremaining: 351ms\n290:\tlearn: 0.4518982\ttotal: 10.2s\tremaining: 316ms\n291:\tlearn: 0.4518360\ttotal: 10.3s\tremaining: 281ms\n292:\tlearn: 0.4517746\ttotal: 10.3s\tremaining: 246ms\n293:\tlearn: 0.4517045\ttotal: 10.3s\tremaining: 211ms\n294:\tlearn: 0.4516502\ttotal: 10.4s\tremaining: 176ms\n295:\tlearn: 0.4515663\ttotal: 10.4s\tremaining: 140ms\n296:\tlearn: 0.4514874\ttotal: 10.4s\tremaining: 105ms\n297:\tlearn: 0.4513990\ttotal: 10.5s\tremaining: 70.2ms\n298:\tlearn: 0.4513459\ttotal: 10.5s\tremaining: 35.1ms\n299:\tlearn: 0.4512537\ttotal: 10.5s\tremaining: 0us\n0:\tlearn: 0.6370451\ttotal: 32.9ms\tremaining: 9.83s\n1:\tlearn: 0.5977919\ttotal: 62.5ms\tremaining: 9.31s\n2:\tlearn: 0.5697479\ttotal: 93.3ms\tremaining: 9.24s\n3:\tlearn: 0.5491072\ttotal: 122ms\tremaining: 9.03s\n4:\tlearn: 0.5348197\ttotal: 155ms\tremaining: 9.13s\n5:\tlearn: 0.5240661\ttotal: 183ms\tremaining: 8.96s\n6:\tlearn: 0.5155254\ttotal: 218ms\tremaining: 9.12s\n7:\tlearn: 0.5096156\ttotal: 249ms\tremaining: 9.1s\n8:\tlearn: 0.5057037\ttotal: 288ms\tremaining: 9.3s\n9:\tlearn: 0.5020848\ttotal: 319ms\tremaining: 9.24s\n10:\tlearn: 0.4996349\ttotal: 359ms\tremaining: 9.44s\n11:\tlearn: 0.4969869\ttotal: 394ms\tremaining: 9.46s\n12:\tlearn: 0.4954149\ttotal: 425ms\tremaining: 9.37s\n13:\tlearn: 0.4937957\ttotal: 457ms\tremaining: 9.33s\n14:\tlearn: 0.4926254\ttotal: 492ms\tremaining: 9.35s\n15:\tlearn: 0.4916525\ttotal: 529ms\tremaining: 9.38s\n16:\tlearn: 0.4906889\ttotal: 561ms\tremaining: 9.34s\n17:\tlearn: 0.4897887\ttotal: 593ms\tremaining: 9.29s\n18:\tlearn: 0.4887559\ttotal: 622ms\tremaining: 9.19s\n19:\tlearn: 0.4880973\ttotal: 657ms\tremaining: 9.19s\n20:\tlearn: 0.4873292\ttotal: 691ms\tremaining: 9.18s\n21:\tlearn: 0.4867960\ttotal: 724ms\tremaining: 9.14s\n22:\tlearn: 0.4862654\ttotal: 772ms\tremaining: 9.29s\n23:\tlearn: 0.4852909\ttotal: 809ms\tremaining: 9.31s\n24:\tlearn: 0.4847814\ttotal: 853ms\tremaining: 9.38s\n25:\tlearn: 0.4843020\ttotal: 887ms\tremaining: 9.35s\n26:\tlearn: 0.4836648\ttotal: 923ms\tremaining: 9.33s\n27:\tlearn: 0.4831146\ttotal: 959ms\tremaining: 9.32s\n28:\tlearn: 0.4826083\ttotal: 991ms\tremaining: 9.26s\n29:\tlearn: 0.4822086\ttotal: 1.02s\tremaining: 9.19s\n30:\tlearn: 0.4816351\ttotal: 1.05s\tremaining: 9.09s\n31:\tlearn: 0.4810892\ttotal: 1.08s\tremaining: 9.02s\n32:\tlearn: 0.4806106\ttotal: 1.11s\tremaining: 8.95s\n33:\tlearn: 0.4802988\ttotal: 1.14s\tremaining: 8.9s\n34:\tlearn: 0.4799062\ttotal: 1.17s\tremaining: 8.87s\n35:\tlearn: 0.4797000\ttotal: 1.21s\tremaining: 8.87s\n36:\tlearn: 0.4792282\ttotal: 1.25s\tremaining: 8.89s\n37:\tlearn: 0.4790177\ttotal: 1.29s\tremaining: 8.87s\n38:\tlearn: 0.4785062\ttotal: 1.32s\tremaining: 8.83s\n39:\tlearn: 0.4781957\ttotal: 1.35s\tremaining: 8.78s\n40:\tlearn: 0.4778790\ttotal: 1.38s\tremaining: 8.72s\n41:\tlearn: 0.4776446\ttotal: 1.41s\tremaining: 8.66s\n42:\tlearn: 0.4773652\ttotal: 1.44s\tremaining: 8.61s\n43:\tlearn: 0.4770735\ttotal: 1.47s\tremaining: 8.55s\n44:\tlearn: 0.4767611\ttotal: 1.49s\tremaining: 8.45s\n45:\tlearn: 0.4764044\ttotal: 1.51s\tremaining: 8.37s\n46:\tlearn: 0.4760544\ttotal: 1.55s\tremaining: 8.34s\n47:\tlearn: 0.4754938\ttotal: 1.58s\tremaining: 8.31s\n48:\tlearn: 0.4751952\ttotal: 1.62s\tremaining: 8.32s\n49:\tlearn: 0.4748034\ttotal: 1.66s\tremaining: 8.3s\n50:\tlearn: 0.4744891\ttotal: 1.69s\tremaining: 8.26s\n51:\tlearn: 0.4742230\ttotal: 1.73s\tremaining: 8.27s\n52:\tlearn: 0.4737986\ttotal: 1.77s\tremaining: 8.26s\n53:\tlearn: 0.4734025\ttotal: 1.81s\tremaining: 8.23s\n54:\tlearn: 0.4731619\ttotal: 1.84s\tremaining: 8.18s\n55:\tlearn: 0.4729492\ttotal: 1.87s\tremaining: 8.16s\n56:\tlearn: 0.4726122\ttotal: 1.91s\tremaining: 8.12s\n57:\tlearn: 0.4723085\ttotal: 1.94s\tremaining: 8.09s\n58:\tlearn: 0.4720741\ttotal: 1.97s\tremaining: 8.04s\n59:\tlearn: 0.4718322\ttotal: 2s\tremaining: 7.98s\n60:\tlearn: 0.4715752\ttotal: 2.03s\tremaining: 7.95s\n61:\tlearn: 0.4714035\ttotal: 2.07s\tremaining: 7.94s\n62:\tlearn: 0.4711637\ttotal: 2.11s\tremaining: 7.92s\n63:\tlearn: 0.4709136\ttotal: 2.14s\tremaining: 7.88s\n64:\tlearn: 0.4707380\ttotal: 2.17s\tremaining: 7.84s\n65:\tlearn: 0.4705221\ttotal: 2.2s\tremaining: 7.81s\n66:\tlearn: 0.4703364\ttotal: 2.23s\tremaining: 7.76s\n67:\tlearn: 0.4702169\ttotal: 2.26s\tremaining: 7.72s\n68:\tlearn: 0.4700919\ttotal: 2.3s\tremaining: 7.7s\n69:\tlearn: 0.4699118\ttotal: 2.33s\tremaining: 7.67s\n70:\tlearn: 0.4697155\ttotal: 2.37s\tremaining: 7.64s\n71:\tlearn: 0.4695079\ttotal: 2.4s\tremaining: 7.6s\n72:\tlearn: 0.4693062\ttotal: 2.43s\tremaining: 7.55s\n73:\tlearn: 0.4689791\ttotal: 2.46s\tremaining: 7.53s\n74:\tlearn: 0.4687589\ttotal: 2.5s\tremaining: 7.49s\n75:\tlearn: 0.4685380\ttotal: 2.52s\tremaining: 7.43s\n76:\tlearn: 0.4684127\ttotal: 2.55s\tremaining: 7.38s\n77:\tlearn: 0.4682533\ttotal: 2.58s\tremaining: 7.34s\n78:\tlearn: 0.4679981\ttotal: 2.61s\tremaining: 7.29s\n79:\tlearn: 0.4677776\ttotal: 2.63s\tremaining: 7.24s\n80:\tlearn: 0.4675368\ttotal: 2.66s\tremaining: 7.2s\n81:\tlearn: 0.4672439\ttotal: 2.69s\tremaining: 7.15s\n82:\tlearn: 0.4669952\ttotal: 2.73s\tremaining: 7.13s\n83:\tlearn: 0.4668605\ttotal: 2.75s\tremaining: 7.07s\n84:\tlearn: 0.4667366\ttotal: 2.78s\tremaining: 7.03s\n85:\tlearn: 0.4665685\ttotal: 2.81s\tremaining: 7s\n86:\tlearn: 0.4662929\ttotal: 2.85s\tremaining: 6.97s\n87:\tlearn: 0.4660621\ttotal: 2.88s\tremaining: 6.94s\n88:\tlearn: 0.4658558\ttotal: 2.94s\tremaining: 6.96s\n89:\tlearn: 0.4656623\ttotal: 2.97s\tremaining: 6.94s\n90:\tlearn: 0.4654947\ttotal: 3.01s\tremaining: 6.92s\n91:\tlearn: 0.4653801\ttotal: 3.05s\tremaining: 6.89s\n92:\tlearn: 0.4651917\ttotal: 3.08s\tremaining: 6.85s\n93:\tlearn: 0.4649648\ttotal: 3.11s\tremaining: 6.82s\n94:\tlearn: 0.4647318\ttotal: 3.14s\tremaining: 6.79s\n95:\tlearn: 0.4645095\ttotal: 3.18s\tremaining: 6.75s\n96:\tlearn: 0.4643211\ttotal: 3.21s\tremaining: 6.72s\n97:\tlearn: 0.4641090\ttotal: 3.24s\tremaining: 6.69s\n98:\tlearn: 0.4639278\ttotal: 3.28s\tremaining: 6.65s\n99:\tlearn: 0.4638146\ttotal: 3.31s\tremaining: 6.62s\n100:\tlearn: 0.4635959\ttotal: 3.34s\tremaining: 6.58s\n101:\tlearn: 0.4633348\ttotal: 3.37s\tremaining: 6.55s\n102:\tlearn: 0.4631477\ttotal: 3.41s\tremaining: 6.52s\n103:\tlearn: 0.4630135\ttotal: 3.44s\tremaining: 6.49s\n104:\tlearn: 0.4628906\ttotal: 3.48s\tremaining: 6.46s\n105:\tlearn: 0.4626886\ttotal: 3.51s\tremaining: 6.42s\n106:\tlearn: 0.4625314\ttotal: 3.54s\tremaining: 6.39s\n107:\tlearn: 0.4623722\ttotal: 3.58s\tremaining: 6.36s\n108:\tlearn: 0.4622612\ttotal: 3.6s\tremaining: 6.32s\n109:\tlearn: 0.4620943\ttotal: 3.64s\tremaining: 6.28s\n110:\tlearn: 0.4619652\ttotal: 3.67s\tremaining: 6.25s\n111:\tlearn: 0.4617790\ttotal: 3.7s\tremaining: 6.21s\n112:\tlearn: 0.4615974\ttotal: 3.73s\tremaining: 6.17s\n113:\tlearn: 0.4614595\ttotal: 3.75s\tremaining: 6.12s\n114:\tlearn: 0.4612821\ttotal: 3.78s\tremaining: 6.08s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "115:\tlearn: 0.4610394\ttotal: 3.81s\tremaining: 6.04s\n116:\tlearn: 0.4609253\ttotal: 3.84s\tremaining: 6s\n117:\tlearn: 0.4607880\ttotal: 3.86s\tremaining: 5.96s\n118:\tlearn: 0.4607108\ttotal: 3.89s\tremaining: 5.92s\n119:\tlearn: 0.4605369\ttotal: 3.92s\tremaining: 5.88s\n120:\tlearn: 0.4604112\ttotal: 3.95s\tremaining: 5.84s\n121:\tlearn: 0.4602341\ttotal: 3.98s\tremaining: 5.81s\n122:\tlearn: 0.4601205\ttotal: 4.01s\tremaining: 5.78s\n123:\tlearn: 0.4599702\ttotal: 4.04s\tremaining: 5.73s\n124:\tlearn: 0.4598683\ttotal: 4.06s\tremaining: 5.69s\n125:\tlearn: 0.4596917\ttotal: 4.09s\tremaining: 5.65s\n126:\tlearn: 0.4594639\ttotal: 4.12s\tremaining: 5.61s\n127:\tlearn: 0.4592966\ttotal: 4.14s\tremaining: 5.57s\n128:\tlearn: 0.4591308\ttotal: 4.17s\tremaining: 5.53s\n129:\tlearn: 0.4589278\ttotal: 4.2s\tremaining: 5.49s\n130:\tlearn: 0.4588348\ttotal: 4.23s\tremaining: 5.46s\n131:\tlearn: 0.4586869\ttotal: 4.26s\tremaining: 5.42s\n132:\tlearn: 0.4585196\ttotal: 4.29s\tremaining: 5.38s\n133:\tlearn: 0.4583899\ttotal: 4.32s\tremaining: 5.35s\n134:\tlearn: 0.4582975\ttotal: 4.35s\tremaining: 5.32s\n135:\tlearn: 0.4581961\ttotal: 4.39s\tremaining: 5.29s\n136:\tlearn: 0.4580493\ttotal: 4.42s\tremaining: 5.26s\n137:\tlearn: 0.4579265\ttotal: 4.45s\tremaining: 5.23s\n138:\tlearn: 0.4578066\ttotal: 4.48s\tremaining: 5.19s\n139:\tlearn: 0.4576994\ttotal: 4.51s\tremaining: 5.16s\n140:\tlearn: 0.4575525\ttotal: 4.55s\tremaining: 5.13s\n141:\tlearn: 0.4573654\ttotal: 4.58s\tremaining: 5.1s\n142:\tlearn: 0.4571828\ttotal: 4.61s\tremaining: 5.07s\n143:\tlearn: 0.4570759\ttotal: 4.65s\tremaining: 5.03s\n144:\tlearn: 0.4569456\ttotal: 4.68s\tremaining: 5s\n145:\tlearn: 0.4567891\ttotal: 4.71s\tremaining: 4.97s\n146:\tlearn: 0.4566347\ttotal: 4.74s\tremaining: 4.93s\n147:\tlearn: 0.4565198\ttotal: 4.77s\tremaining: 4.9s\n148:\tlearn: 0.4564079\ttotal: 4.8s\tremaining: 4.87s\n149:\tlearn: 0.4562723\ttotal: 4.83s\tremaining: 4.83s\n150:\tlearn: 0.4561550\ttotal: 4.87s\tremaining: 4.8s\n151:\tlearn: 0.4560701\ttotal: 4.9s\tremaining: 4.77s\n152:\tlearn: 0.4558912\ttotal: 4.94s\tremaining: 4.74s\n153:\tlearn: 0.4557250\ttotal: 4.97s\tremaining: 4.71s\n154:\tlearn: 0.4555585\ttotal: 5.01s\tremaining: 4.69s\n155:\tlearn: 0.4554610\ttotal: 5.04s\tremaining: 4.66s\n156:\tlearn: 0.4553213\ttotal: 5.08s\tremaining: 4.63s\n157:\tlearn: 0.4552244\ttotal: 5.12s\tremaining: 4.6s\n158:\tlearn: 0.4551136\ttotal: 5.16s\tremaining: 4.57s\n159:\tlearn: 0.4550153\ttotal: 5.19s\tremaining: 4.54s\n160:\tlearn: 0.4549381\ttotal: 5.22s\tremaining: 4.51s\n161:\tlearn: 0.4548677\ttotal: 5.26s\tremaining: 4.48s\n162:\tlearn: 0.4547521\ttotal: 5.29s\tremaining: 4.45s\n163:\tlearn: 0.4546101\ttotal: 5.32s\tremaining: 4.41s\n164:\tlearn: 0.4545262\ttotal: 5.35s\tremaining: 4.38s\n165:\tlearn: 0.4543880\ttotal: 5.38s\tremaining: 4.34s\n166:\tlearn: 0.4542995\ttotal: 5.41s\tremaining: 4.31s\n167:\tlearn: 0.4541840\ttotal: 5.45s\tremaining: 4.28s\n168:\tlearn: 0.4540572\ttotal: 5.48s\tremaining: 4.25s\n169:\tlearn: 0.4539358\ttotal: 5.5s\tremaining: 4.21s\n170:\tlearn: 0.4538077\ttotal: 5.53s\tremaining: 4.17s\n171:\tlearn: 0.4537473\ttotal: 5.56s\tremaining: 4.14s\n172:\tlearn: 0.4536239\ttotal: 5.59s\tremaining: 4.1s\n173:\tlearn: 0.4535353\ttotal: 5.61s\tremaining: 4.07s\n174:\tlearn: 0.4534149\ttotal: 5.64s\tremaining: 4.03s\n175:\tlearn: 0.4532722\ttotal: 5.68s\tremaining: 4s\n176:\tlearn: 0.4531740\ttotal: 5.71s\tremaining: 3.97s\n177:\tlearn: 0.4530426\ttotal: 5.75s\tremaining: 3.94s\n178:\tlearn: 0.4529636\ttotal: 5.78s\tremaining: 3.91s\n179:\tlearn: 0.4528690\ttotal: 5.81s\tremaining: 3.87s\n180:\tlearn: 0.4527522\ttotal: 5.84s\tremaining: 3.84s\n181:\tlearn: 0.4526501\ttotal: 5.87s\tremaining: 3.8s\n182:\tlearn: 0.4525155\ttotal: 5.9s\tremaining: 3.77s\n183:\tlearn: 0.4524190\ttotal: 5.93s\tremaining: 3.74s\n184:\tlearn: 0.4523098\ttotal: 5.97s\tremaining: 3.71s\n185:\tlearn: 0.4522359\ttotal: 6s\tremaining: 3.68s\n186:\tlearn: 0.4521227\ttotal: 6.03s\tremaining: 3.64s\n187:\tlearn: 0.4520700\ttotal: 6.06s\tremaining: 3.61s\n188:\tlearn: 0.4519111\ttotal: 6.08s\tremaining: 3.57s\n189:\tlearn: 0.4517983\ttotal: 6.11s\tremaining: 3.54s\n190:\tlearn: 0.4516643\ttotal: 6.14s\tremaining: 3.5s\n191:\tlearn: 0.4515027\ttotal: 6.17s\tremaining: 3.47s\n192:\tlearn: 0.4513765\ttotal: 6.2s\tremaining: 3.44s\n193:\tlearn: 0.4512545\ttotal: 6.22s\tremaining: 3.4s\n194:\tlearn: 0.4511284\ttotal: 6.25s\tremaining: 3.37s\n195:\tlearn: 0.4510111\ttotal: 6.28s\tremaining: 3.33s\n196:\tlearn: 0.4509074\ttotal: 6.31s\tremaining: 3.3s\n197:\tlearn: 0.4508057\ttotal: 6.35s\tremaining: 3.27s\n198:\tlearn: 0.4507050\ttotal: 6.38s\tremaining: 3.24s\n199:\tlearn: 0.4505989\ttotal: 6.41s\tremaining: 3.21s\n200:\tlearn: 0.4504669\ttotal: 6.44s\tremaining: 3.17s\n201:\tlearn: 0.4503871\ttotal: 6.47s\tremaining: 3.14s\n202:\tlearn: 0.4502979\ttotal: 6.5s\tremaining: 3.1s\n203:\tlearn: 0.4501645\ttotal: 6.53s\tremaining: 3.07s\n204:\tlearn: 0.4500465\ttotal: 6.56s\tremaining: 3.04s\n205:\tlearn: 0.4499365\ttotal: 6.59s\tremaining: 3.01s\n206:\tlearn: 0.4498497\ttotal: 6.62s\tremaining: 2.97s\n207:\tlearn: 0.4497565\ttotal: 6.65s\tremaining: 2.94s\n208:\tlearn: 0.4496687\ttotal: 6.68s\tremaining: 2.91s\n209:\tlearn: 0.4495726\ttotal: 6.71s\tremaining: 2.88s\n210:\tlearn: 0.4494894\ttotal: 6.75s\tremaining: 2.85s\n211:\tlearn: 0.4493775\ttotal: 6.78s\tremaining: 2.81s\n212:\tlearn: 0.4492970\ttotal: 6.81s\tremaining: 2.78s\n213:\tlearn: 0.4491858\ttotal: 6.84s\tremaining: 2.75s\n214:\tlearn: 0.4490594\ttotal: 6.88s\tremaining: 2.72s\n215:\tlearn: 0.4489782\ttotal: 6.91s\tremaining: 2.69s\n216:\tlearn: 0.4488927\ttotal: 6.94s\tremaining: 2.65s\n217:\tlearn: 0.4488289\ttotal: 6.97s\tremaining: 2.62s\n218:\tlearn: 0.4487417\ttotal: 7s\tremaining: 2.59s\n219:\tlearn: 0.4486189\ttotal: 7.03s\tremaining: 2.56s\n220:\tlearn: 0.4484980\ttotal: 7.06s\tremaining: 2.52s\n221:\tlearn: 0.4484317\ttotal: 7.09s\tremaining: 2.49s\n222:\tlearn: 0.4483259\ttotal: 7.13s\tremaining: 2.46s\n223:\tlearn: 0.4482256\ttotal: 7.16s\tremaining: 2.43s\n224:\tlearn: 0.4481097\ttotal: 7.19s\tremaining: 2.4s\n225:\tlearn: 0.4480476\ttotal: 7.22s\tremaining: 2.36s\n226:\tlearn: 0.4479083\ttotal: 7.25s\tremaining: 2.33s\n227:\tlearn: 0.4478457\ttotal: 7.28s\tremaining: 2.3s\n228:\tlearn: 0.4477848\ttotal: 7.31s\tremaining: 2.27s\n229:\tlearn: 0.4476910\ttotal: 7.35s\tremaining: 2.24s\n230:\tlearn: 0.4476342\ttotal: 7.39s\tremaining: 2.21s\n231:\tlearn: 0.4475275\ttotal: 7.42s\tremaining: 2.18s\n232:\tlearn: 0.4474524\ttotal: 7.46s\tremaining: 2.14s\n233:\tlearn: 0.4473450\ttotal: 7.49s\tremaining: 2.11s\n234:\tlearn: 0.4472786\ttotal: 7.52s\tremaining: 2.08s\n235:\tlearn: 0.4471950\ttotal: 7.55s\tremaining: 2.05s\n236:\tlearn: 0.4471004\ttotal: 7.58s\tremaining: 2.02s\n237:\tlearn: 0.4470234\ttotal: 7.62s\tremaining: 1.98s\n238:\tlearn: 0.4469719\ttotal: 7.65s\tremaining: 1.95s\n239:\tlearn: 0.4468610\ttotal: 7.69s\tremaining: 1.92s\n240:\tlearn: 0.4467470\ttotal: 7.72s\tremaining: 1.89s\n241:\tlearn: 0.4466758\ttotal: 7.76s\tremaining: 1.86s\n242:\tlearn: 0.4465613\ttotal: 7.79s\tremaining: 1.83s\n243:\tlearn: 0.4464812\ttotal: 7.82s\tremaining: 1.79s\n244:\tlearn: 0.4463592\ttotal: 7.85s\tremaining: 1.76s\n245:\tlearn: 0.4462753\ttotal: 7.89s\tremaining: 1.73s\n246:\tlearn: 0.4461812\ttotal: 7.92s\tremaining: 1.7s\n247:\tlearn: 0.4460962\ttotal: 7.96s\tremaining: 1.67s\n248:\tlearn: 0.4460108\ttotal: 7.99s\tremaining: 1.64s\n249:\tlearn: 0.4459456\ttotal: 8.01s\tremaining: 1.6s\n250:\tlearn: 0.4458942\ttotal: 8.04s\tremaining: 1.57s\n251:\tlearn: 0.4457857\ttotal: 8.08s\tremaining: 1.54s\n252:\tlearn: 0.4456956\ttotal: 8.11s\tremaining: 1.51s\n253:\tlearn: 0.4455758\ttotal: 8.15s\tremaining: 1.48s\n254:\tlearn: 0.4454897\ttotal: 8.18s\tremaining: 1.44s\n255:\tlearn: 0.4454375\ttotal: 8.21s\tremaining: 1.41s\n256:\tlearn: 0.4453654\ttotal: 8.25s\tremaining: 1.38s\n257:\tlearn: 0.4452315\ttotal: 8.29s\tremaining: 1.35s\n258:\tlearn: 0.4451093\ttotal: 8.34s\tremaining: 1.32s\n259:\tlearn: 0.4450187\ttotal: 8.38s\tremaining: 1.29s\n260:\tlearn: 0.4449166\ttotal: 8.42s\tremaining: 1.26s\n261:\tlearn: 0.4448456\ttotal: 8.45s\tremaining: 1.23s\n262:\tlearn: 0.4447717\ttotal: 8.48s\tremaining: 1.19s\n263:\tlearn: 0.4447139\ttotal: 8.51s\tremaining: 1.16s\n264:\tlearn: 0.4446628\ttotal: 8.54s\tremaining: 1.13s\n265:\tlearn: 0.4445968\ttotal: 8.58s\tremaining: 1.1s\n266:\tlearn: 0.4445133\ttotal: 8.61s\tremaining: 1.06s\n267:\tlearn: 0.4444324\ttotal: 8.64s\tremaining: 1.03s\n268:\tlearn: 0.4443119\ttotal: 8.67s\tremaining: 1000ms\n269:\tlearn: 0.4442314\ttotal: 8.71s\tremaining: 967ms\n270:\tlearn: 0.4441648\ttotal: 8.74s\tremaining: 935ms\n271:\tlearn: 0.4440843\ttotal: 8.78s\tremaining: 904ms\n272:\tlearn: 0.4439922\ttotal: 8.81s\tremaining: 872ms\n273:\tlearn: 0.4438779\ttotal: 8.85s\tremaining: 840ms\n274:\tlearn: 0.4438063\ttotal: 8.88s\tremaining: 808ms\n275:\tlearn: 0.4436926\ttotal: 8.91s\tremaining: 775ms\n276:\tlearn: 0.4436198\ttotal: 8.94s\tremaining: 742ms\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "277:\tlearn: 0.4435437\ttotal: 8.97s\tremaining: 710ms\n278:\tlearn: 0.4434459\ttotal: 9s\tremaining: 677ms\n279:\tlearn: 0.4433448\ttotal: 9.03s\tremaining: 645ms\n280:\tlearn: 0.4432826\ttotal: 9.05s\tremaining: 612ms\n281:\tlearn: 0.4431992\ttotal: 9.08s\tremaining: 580ms\n282:\tlearn: 0.4431475\ttotal: 9.11s\tremaining: 547ms\n283:\tlearn: 0.4430850\ttotal: 9.14s\tremaining: 515ms\n284:\tlearn: 0.4430213\ttotal: 9.17s\tremaining: 483ms\n285:\tlearn: 0.4429708\ttotal: 9.2s\tremaining: 451ms\n286:\tlearn: 0.4428922\ttotal: 9.23s\tremaining: 418ms\n287:\tlearn: 0.4427968\ttotal: 9.26s\tremaining: 386ms\n288:\tlearn: 0.4427030\ttotal: 9.29s\tremaining: 354ms\n289:\tlearn: 0.4426066\ttotal: 9.32s\tremaining: 321ms\n290:\tlearn: 0.4425583\ttotal: 9.35s\tremaining: 289ms\n291:\tlearn: 0.4424720\ttotal: 9.39s\tremaining: 257ms\n292:\tlearn: 0.4423938\ttotal: 9.42s\tremaining: 225ms\n293:\tlearn: 0.4423008\ttotal: 9.45s\tremaining: 193ms\n294:\tlearn: 0.4422042\ttotal: 9.47s\tremaining: 161ms\n295:\tlearn: 0.4421557\ttotal: 9.5s\tremaining: 128ms\n296:\tlearn: 0.4420856\ttotal: 9.53s\tremaining: 96.3ms\n297:\tlearn: 0.4419819\ttotal: 9.56s\tremaining: 64.2ms\n298:\tlearn: 0.4418977\ttotal: 9.59s\tremaining: 32.1ms\n299:\tlearn: 0.4417861\ttotal: 9.62s\tremaining: 0us\n0:\tlearn: 0.6370009\ttotal: 32.2ms\tremaining: 9.62s\n1:\tlearn: 0.5972182\ttotal: 61.1ms\tremaining: 9.1s\n2:\tlearn: 0.5694313\ttotal: 90.4ms\tremaining: 8.95s\n3:\tlearn: 0.5491295\ttotal: 115ms\tremaining: 8.48s\n4:\tlearn: 0.5359053\ttotal: 144ms\tremaining: 8.52s\n5:\tlearn: 0.5256315\ttotal: 172ms\tremaining: 8.44s\n6:\tlearn: 0.5182302\ttotal: 200ms\tremaining: 8.36s\n7:\tlearn: 0.5127465\ttotal: 235ms\tremaining: 8.6s\n8:\tlearn: 0.5083331\ttotal: 272ms\tremaining: 8.8s\n9:\tlearn: 0.5048748\ttotal: 308ms\tremaining: 8.92s\n10:\tlearn: 0.5026915\ttotal: 350ms\tremaining: 9.18s\n11:\tlearn: 0.5002519\ttotal: 386ms\tremaining: 9.27s\n12:\tlearn: 0.4986263\ttotal: 421ms\tremaining: 9.29s\n13:\tlearn: 0.4965809\ttotal: 448ms\tremaining: 9.15s\n14:\tlearn: 0.4949297\ttotal: 480ms\tremaining: 9.12s\n15:\tlearn: 0.4934620\ttotal: 509ms\tremaining: 9.04s\n16:\tlearn: 0.4922704\ttotal: 546ms\tremaining: 9.1s\n17:\tlearn: 0.4914491\ttotal: 580ms\tremaining: 9.08s\n18:\tlearn: 0.4902287\ttotal: 608ms\tremaining: 9s\n19:\tlearn: 0.4893538\ttotal: 634ms\tremaining: 8.88s\n20:\tlearn: 0.4887667\ttotal: 662ms\tremaining: 8.8s\n21:\tlearn: 0.4878952\ttotal: 692ms\tremaining: 8.74s\n22:\tlearn: 0.4873515\ttotal: 720ms\tremaining: 8.67s\n23:\tlearn: 0.4868607\ttotal: 751ms\tremaining: 8.64s\n24:\tlearn: 0.4864536\ttotal: 781ms\tremaining: 8.59s\n25:\tlearn: 0.4858208\ttotal: 811ms\tremaining: 8.55s\n26:\tlearn: 0.4853295\ttotal: 845ms\tremaining: 8.55s\n27:\tlearn: 0.4848577\ttotal: 873ms\tremaining: 8.48s\n28:\tlearn: 0.4842414\ttotal: 905ms\tremaining: 8.46s\n29:\tlearn: 0.4837275\ttotal: 936ms\tremaining: 8.42s\n30:\tlearn: 0.4830024\ttotal: 968ms\tremaining: 8.4s\n31:\tlearn: 0.4825697\ttotal: 999ms\tremaining: 8.37s\n32:\tlearn: 0.4820010\ttotal: 1.03s\tremaining: 8.34s\n33:\tlearn: 0.4814537\ttotal: 1.06s\tremaining: 8.3s\n34:\tlearn: 0.4811736\ttotal: 1.09s\tremaining: 8.29s\n35:\tlearn: 0.4807406\ttotal: 1.13s\tremaining: 8.29s\n36:\tlearn: 0.4803796\ttotal: 1.17s\tremaining: 8.29s\n37:\tlearn: 0.4797849\ttotal: 1.2s\tremaining: 8.29s\n38:\tlearn: 0.4793963\ttotal: 1.23s\tremaining: 8.25s\n39:\tlearn: 0.4791547\ttotal: 1.26s\tremaining: 8.21s\n40:\tlearn: 0.4788162\ttotal: 1.29s\tremaining: 8.17s\n41:\tlearn: 0.4785098\ttotal: 1.33s\tremaining: 8.15s\n42:\tlearn: 0.4780354\ttotal: 1.36s\tremaining: 8.12s\n43:\tlearn: 0.4777303\ttotal: 1.39s\tremaining: 8.09s\n44:\tlearn: 0.4773972\ttotal: 1.42s\tremaining: 8.07s\n45:\tlearn: 0.4770282\ttotal: 1.45s\tremaining: 8.03s\n46:\tlearn: 0.4765279\ttotal: 1.48s\tremaining: 7.99s\n47:\tlearn: 0.4761523\ttotal: 1.52s\tremaining: 8.01s\n48:\tlearn: 0.4759844\ttotal: 1.56s\tremaining: 7.99s\n49:\tlearn: 0.4756784\ttotal: 1.59s\tremaining: 7.98s\n50:\tlearn: 0.4754299\ttotal: 1.62s\tremaining: 7.91s\n51:\tlearn: 0.4751738\ttotal: 1.65s\tremaining: 7.87s\n52:\tlearn: 0.4749751\ttotal: 1.68s\tremaining: 7.84s\n53:\tlearn: 0.4748174\ttotal: 1.71s\tremaining: 7.8s\n54:\tlearn: 0.4745350\ttotal: 1.74s\tremaining: 7.76s\n55:\tlearn: 0.4743611\ttotal: 1.77s\tremaining: 7.71s\n56:\tlearn: 0.4740911\ttotal: 1.8s\tremaining: 7.67s\n57:\tlearn: 0.4738077\ttotal: 1.83s\tremaining: 7.63s\n58:\tlearn: 0.4734302\ttotal: 1.86s\tremaining: 7.6s\n59:\tlearn: 0.4732069\ttotal: 1.89s\tremaining: 7.56s\n60:\tlearn: 0.4730256\ttotal: 1.93s\tremaining: 7.54s\n61:\tlearn: 0.4726773\ttotal: 1.96s\tremaining: 7.53s\n62:\tlearn: 0.4724354\ttotal: 1.99s\tremaining: 7.49s\n63:\tlearn: 0.4721445\ttotal: 2.02s\tremaining: 7.46s\n64:\tlearn: 0.4718963\ttotal: 2.05s\tremaining: 7.42s\n65:\tlearn: 0.4715252\ttotal: 2.08s\tremaining: 7.39s\n66:\tlearn: 0.4713408\ttotal: 2.12s\tremaining: 7.36s\n67:\tlearn: 0.4711064\ttotal: 2.14s\tremaining: 7.31s\n68:\tlearn: 0.4708313\ttotal: 2.18s\tremaining: 7.3s\n69:\tlearn: 0.4707205\ttotal: 2.21s\tremaining: 7.28s\n70:\tlearn: 0.4705005\ttotal: 2.24s\tremaining: 7.24s\n71:\tlearn: 0.4703147\ttotal: 2.28s\tremaining: 7.21s\n72:\tlearn: 0.4700731\ttotal: 2.31s\tremaining: 7.18s\n73:\tlearn: 0.4698603\ttotal: 2.35s\tremaining: 7.16s\n74:\tlearn: 0.4696548\ttotal: 2.38s\tremaining: 7.15s\n75:\tlearn: 0.4694130\ttotal: 2.41s\tremaining: 7.12s\n76:\tlearn: 0.4692543\ttotal: 2.45s\tremaining: 7.1s\n77:\tlearn: 0.4691059\ttotal: 2.49s\tremaining: 7.08s\n78:\tlearn: 0.4688997\ttotal: 2.52s\tremaining: 7.06s\n79:\tlearn: 0.4685881\ttotal: 2.56s\tremaining: 7.05s\n80:\tlearn: 0.4684435\ttotal: 2.59s\tremaining: 7.01s\n81:\tlearn: 0.4681672\ttotal: 2.64s\tremaining: 7.01s\n82:\tlearn: 0.4679453\ttotal: 2.67s\tremaining: 6.98s\n83:\tlearn: 0.4676165\ttotal: 2.7s\tremaining: 6.95s\n84:\tlearn: 0.4674547\ttotal: 2.74s\tremaining: 6.94s\n85:\tlearn: 0.4671537\ttotal: 2.77s\tremaining: 6.91s\n86:\tlearn: 0.4669235\ttotal: 2.81s\tremaining: 6.88s\n87:\tlearn: 0.4667474\ttotal: 2.84s\tremaining: 6.84s\n88:\tlearn: 0.4665463\ttotal: 2.88s\tremaining: 6.82s\n89:\tlearn: 0.4663197\ttotal: 2.91s\tremaining: 6.79s\n90:\tlearn: 0.4661251\ttotal: 2.95s\tremaining: 6.77s\n91:\tlearn: 0.4659092\ttotal: 2.98s\tremaining: 6.73s\n92:\tlearn: 0.4657408\ttotal: 3.01s\tremaining: 6.69s\n93:\tlearn: 0.4656226\ttotal: 3.04s\tremaining: 6.66s\n94:\tlearn: 0.4654616\ttotal: 3.07s\tremaining: 6.63s\n95:\tlearn: 0.4652701\ttotal: 3.1s\tremaining: 6.59s\n96:\tlearn: 0.4651061\ttotal: 3.13s\tremaining: 6.56s\n97:\tlearn: 0.4648865\ttotal: 3.17s\tremaining: 6.53s\n98:\tlearn: 0.4646553\ttotal: 3.2s\tremaining: 6.5s\n99:\tlearn: 0.4644648\ttotal: 3.23s\tremaining: 6.47s\n100:\tlearn: 0.4643010\ttotal: 3.27s\tremaining: 6.43s\n101:\tlearn: 0.4641035\ttotal: 3.3s\tremaining: 6.4s\n102:\tlearn: 0.4639682\ttotal: 3.33s\tremaining: 6.37s\n103:\tlearn: 0.4638467\ttotal: 3.36s\tremaining: 6.33s\n104:\tlearn: 0.4636701\ttotal: 3.39s\tremaining: 6.3s\n105:\tlearn: 0.4635242\ttotal: 3.43s\tremaining: 6.27s\n106:\tlearn: 0.4633422\ttotal: 3.46s\tremaining: 6.24s\n107:\tlearn: 0.4631749\ttotal: 3.49s\tremaining: 6.2s\n108:\tlearn: 0.4630139\ttotal: 3.52s\tremaining: 6.17s\n109:\tlearn: 0.4627927\ttotal: 3.55s\tremaining: 6.13s\n110:\tlearn: 0.4626503\ttotal: 3.58s\tremaining: 6.1s\n111:\tlearn: 0.4624228\ttotal: 3.62s\tremaining: 6.07s\n112:\tlearn: 0.4622469\ttotal: 3.65s\tremaining: 6.04s\n113:\tlearn: 0.4621044\ttotal: 3.68s\tremaining: 6s\n114:\tlearn: 0.4619648\ttotal: 3.71s\tremaining: 5.97s\n115:\tlearn: 0.4618319\ttotal: 3.74s\tremaining: 5.94s\n116:\tlearn: 0.4616975\ttotal: 3.77s\tremaining: 5.9s\n117:\tlearn: 0.4616024\ttotal: 3.81s\tremaining: 5.88s\n118:\tlearn: 0.4614299\ttotal: 3.85s\tremaining: 5.85s\n119:\tlearn: 0.4613251\ttotal: 3.88s\tremaining: 5.81s\n120:\tlearn: 0.4611287\ttotal: 3.91s\tremaining: 5.78s\n121:\tlearn: 0.4609027\ttotal: 3.95s\tremaining: 5.76s\n122:\tlearn: 0.4606957\ttotal: 3.98s\tremaining: 5.73s\n123:\tlearn: 0.4605013\ttotal: 4.02s\tremaining: 5.7s\n124:\tlearn: 0.4603078\ttotal: 4.05s\tremaining: 5.67s\n125:\tlearn: 0.4601130\ttotal: 4.08s\tremaining: 5.64s\n126:\tlearn: 0.4599470\ttotal: 4.12s\tremaining: 5.61s\n127:\tlearn: 0.4598236\ttotal: 4.15s\tremaining: 5.57s\n128:\tlearn: 0.4596516\ttotal: 4.18s\tremaining: 5.54s\n129:\tlearn: 0.4595306\ttotal: 4.21s\tremaining: 5.5s\n130:\tlearn: 0.4594159\ttotal: 4.24s\tremaining: 5.47s\n131:\tlearn: 0.4592498\ttotal: 4.27s\tremaining: 5.43s\n132:\tlearn: 0.4591344\ttotal: 4.3s\tremaining: 5.4s\n133:\tlearn: 0.4590099\ttotal: 4.33s\tremaining: 5.37s\n134:\tlearn: 0.4589030\ttotal: 4.37s\tremaining: 5.33s\n135:\tlearn: 0.4587839\ttotal: 4.4s\tremaining: 5.31s\n136:\tlearn: 0.4586840\ttotal: 4.44s\tremaining: 5.28s\n137:\tlearn: 0.4585529\ttotal: 4.47s\tremaining: 5.25s\n138:\tlearn: 0.4584234\ttotal: 4.5s\tremaining: 5.22s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "139:\tlearn: 0.4583032\ttotal: 4.54s\tremaining: 5.19s\n140:\tlearn: 0.4581930\ttotal: 4.57s\tremaining: 5.15s\n141:\tlearn: 0.4580997\ttotal: 4.6s\tremaining: 5.12s\n142:\tlearn: 0.4580217\ttotal: 4.63s\tremaining: 5.09s\n143:\tlearn: 0.4579362\ttotal: 4.66s\tremaining: 5.05s\n144:\tlearn: 0.4578332\ttotal: 4.69s\tremaining: 5.02s\n145:\tlearn: 0.4576468\ttotal: 4.73s\tremaining: 4.99s\n146:\tlearn: 0.4574709\ttotal: 4.77s\tremaining: 4.96s\n147:\tlearn: 0.4573267\ttotal: 4.79s\tremaining: 4.92s\n148:\tlearn: 0.4571977\ttotal: 4.82s\tremaining: 4.88s\n149:\tlearn: 0.4569919\ttotal: 4.85s\tremaining: 4.85s\n150:\tlearn: 0.4568301\ttotal: 4.88s\tremaining: 4.81s\n151:\tlearn: 0.4566766\ttotal: 4.91s\tremaining: 4.78s\n152:\tlearn: 0.4565586\ttotal: 4.93s\tremaining: 4.74s\n153:\tlearn: 0.4564781\ttotal: 4.96s\tremaining: 4.7s\n154:\tlearn: 0.4564084\ttotal: 4.99s\tremaining: 4.67s\n155:\tlearn: 0.4562827\ttotal: 5.02s\tremaining: 4.63s\n156:\tlearn: 0.4561325\ttotal: 5.04s\tremaining: 4.59s\n157:\tlearn: 0.4560163\ttotal: 5.07s\tremaining: 4.55s\n158:\tlearn: 0.4558939\ttotal: 5.09s\tremaining: 4.52s\n159:\tlearn: 0.4557488\ttotal: 5.13s\tremaining: 4.48s\n160:\tlearn: 0.4556240\ttotal: 5.16s\tremaining: 4.45s\n161:\tlearn: 0.4555201\ttotal: 5.19s\tremaining: 4.42s\n162:\tlearn: 0.4553998\ttotal: 5.22s\tremaining: 4.39s\n163:\tlearn: 0.4553136\ttotal: 5.25s\tremaining: 4.35s\n164:\tlearn: 0.4551821\ttotal: 5.28s\tremaining: 4.32s\n165:\tlearn: 0.4550823\ttotal: 5.31s\tremaining: 4.29s\n166:\tlearn: 0.4549808\ttotal: 5.34s\tremaining: 4.26s\n167:\tlearn: 0.4548665\ttotal: 5.38s\tremaining: 4.22s\n168:\tlearn: 0.4547461\ttotal: 5.42s\tremaining: 4.2s\n169:\tlearn: 0.4546806\ttotal: 5.45s\tremaining: 4.17s\n170:\tlearn: 0.4545264\ttotal: 5.48s\tremaining: 4.13s\n171:\tlearn: 0.4544026\ttotal: 5.52s\tremaining: 4.11s\n172:\tlearn: 0.4543116\ttotal: 5.55s\tremaining: 4.08s\n173:\tlearn: 0.4541781\ttotal: 5.59s\tremaining: 4.04s\n174:\tlearn: 0.4540931\ttotal: 5.62s\tremaining: 4.01s\n175:\tlearn: 0.4539238\ttotal: 5.65s\tremaining: 3.98s\n176:\tlearn: 0.4537812\ttotal: 5.69s\tremaining: 3.95s\n177:\tlearn: 0.4536024\ttotal: 5.72s\tremaining: 3.92s\n178:\tlearn: 0.4535014\ttotal: 5.76s\tremaining: 3.89s\n179:\tlearn: 0.4534140\ttotal: 5.79s\tremaining: 3.86s\n180:\tlearn: 0.4533062\ttotal: 5.83s\tremaining: 3.83s\n181:\tlearn: 0.4531975\ttotal: 5.86s\tremaining: 3.8s\n182:\tlearn: 0.4530789\ttotal: 5.89s\tremaining: 3.77s\n183:\tlearn: 0.4529719\ttotal: 5.93s\tremaining: 3.74s\n184:\tlearn: 0.4528516\ttotal: 5.96s\tremaining: 3.71s\n185:\tlearn: 0.4527072\ttotal: 6s\tremaining: 3.67s\n186:\tlearn: 0.4525903\ttotal: 6.03s\tremaining: 3.64s\n187:\tlearn: 0.4524649\ttotal: 6.06s\tremaining: 3.61s\n188:\tlearn: 0.4523593\ttotal: 6.09s\tremaining: 3.58s\n189:\tlearn: 0.4522736\ttotal: 6.12s\tremaining: 3.54s\n190:\tlearn: 0.4521358\ttotal: 6.15s\tremaining: 3.51s\n191:\tlearn: 0.4520252\ttotal: 6.18s\tremaining: 3.48s\n192:\tlearn: 0.4519275\ttotal: 6.21s\tremaining: 3.44s\n193:\tlearn: 0.4518208\ttotal: 6.24s\tremaining: 3.41s\n194:\tlearn: 0.4517217\ttotal: 6.27s\tremaining: 3.38s\n195:\tlearn: 0.4516372\ttotal: 6.3s\tremaining: 3.34s\n196:\tlearn: 0.4515556\ttotal: 6.33s\tremaining: 3.31s\n197:\tlearn: 0.4514651\ttotal: 6.36s\tremaining: 3.28s\n198:\tlearn: 0.4513597\ttotal: 6.39s\tremaining: 3.24s\n199:\tlearn: 0.4512790\ttotal: 6.42s\tremaining: 3.21s\n200:\tlearn: 0.4511749\ttotal: 6.45s\tremaining: 3.17s\n201:\tlearn: 0.4510621\ttotal: 6.47s\tremaining: 3.14s\n202:\tlearn: 0.4509507\ttotal: 6.5s\tremaining: 3.11s\n203:\tlearn: 0.4508462\ttotal: 6.53s\tremaining: 3.07s\n204:\tlearn: 0.4507480\ttotal: 6.56s\tremaining: 3.04s\n205:\tlearn: 0.4506493\ttotal: 6.59s\tremaining: 3.01s\n206:\tlearn: 0.4505435\ttotal: 6.62s\tremaining: 2.98s\n207:\tlearn: 0.4504406\ttotal: 6.65s\tremaining: 2.94s\n208:\tlearn: 0.4503096\ttotal: 6.68s\tremaining: 2.91s\n209:\tlearn: 0.4502441\ttotal: 6.71s\tremaining: 2.88s\n210:\tlearn: 0.4501388\ttotal: 6.75s\tremaining: 2.85s\n211:\tlearn: 0.4500619\ttotal: 6.78s\tremaining: 2.81s\n212:\tlearn: 0.4499337\ttotal: 6.81s\tremaining: 2.78s\n213:\tlearn: 0.4498116\ttotal: 6.84s\tremaining: 2.75s\n214:\tlearn: 0.4497543\ttotal: 6.88s\tremaining: 2.72s\n215:\tlearn: 0.4496741\ttotal: 6.91s\tremaining: 2.69s\n216:\tlearn: 0.4495664\ttotal: 6.94s\tremaining: 2.65s\n217:\tlearn: 0.4494413\ttotal: 6.98s\tremaining: 2.62s\n218:\tlearn: 0.4493327\ttotal: 7s\tremaining: 2.59s\n219:\tlearn: 0.4492507\ttotal: 7.03s\tremaining: 2.56s\n220:\tlearn: 0.4491393\ttotal: 7.06s\tremaining: 2.52s\n221:\tlearn: 0.4490243\ttotal: 7.08s\tremaining: 2.49s\n222:\tlearn: 0.4489295\ttotal: 7.12s\tremaining: 2.46s\n223:\tlearn: 0.4488261\ttotal: 7.15s\tremaining: 2.42s\n224:\tlearn: 0.4487580\ttotal: 7.17s\tremaining: 2.39s\n225:\tlearn: 0.4486659\ttotal: 7.2s\tremaining: 2.36s\n226:\tlearn: 0.4485983\ttotal: 7.23s\tremaining: 2.32s\n227:\tlearn: 0.4484639\ttotal: 7.25s\tremaining: 2.29s\n228:\tlearn: 0.4484002\ttotal: 7.29s\tremaining: 2.26s\n229:\tlearn: 0.4483055\ttotal: 7.31s\tremaining: 2.23s\n230:\tlearn: 0.4482006\ttotal: 7.34s\tremaining: 2.19s\n231:\tlearn: 0.4481384\ttotal: 7.37s\tremaining: 2.16s\n232:\tlearn: 0.4480184\ttotal: 7.4s\tremaining: 2.13s\n233:\tlearn: 0.4479203\ttotal: 7.43s\tremaining: 2.1s\n234:\tlearn: 0.4478517\ttotal: 7.46s\tremaining: 2.06s\n235:\tlearn: 0.4477740\ttotal: 7.49s\tremaining: 2.03s\n236:\tlearn: 0.4476623\ttotal: 7.52s\tremaining: 2s\n237:\tlearn: 0.4475829\ttotal: 7.56s\tremaining: 1.97s\n238:\tlearn: 0.4474850\ttotal: 7.6s\tremaining: 1.94s\n239:\tlearn: 0.4473882\ttotal: 7.63s\tremaining: 1.91s\n240:\tlearn: 0.4472688\ttotal: 7.67s\tremaining: 1.88s\n241:\tlearn: 0.4471749\ttotal: 7.7s\tremaining: 1.85s\n242:\tlearn: 0.4470969\ttotal: 7.74s\tremaining: 1.81s\n243:\tlearn: 0.4470227\ttotal: 7.77s\tremaining: 1.78s\n244:\tlearn: 0.4469300\ttotal: 7.8s\tremaining: 1.75s\n245:\tlearn: 0.4468239\ttotal: 7.83s\tremaining: 1.72s\n246:\tlearn: 0.4466912\ttotal: 7.87s\tremaining: 1.69s\n247:\tlearn: 0.4466236\ttotal: 7.89s\tremaining: 1.66s\n248:\tlearn: 0.4465608\ttotal: 7.92s\tremaining: 1.62s\n249:\tlearn: 0.4464675\ttotal: 7.96s\tremaining: 1.59s\n250:\tlearn: 0.4463690\ttotal: 8s\tremaining: 1.56s\n251:\tlearn: 0.4462847\ttotal: 8.03s\tremaining: 1.53s\n252:\tlearn: 0.4462155\ttotal: 8.06s\tremaining: 1.5s\n253:\tlearn: 0.4461078\ttotal: 8.09s\tremaining: 1.47s\n254:\tlearn: 0.4460108\ttotal: 8.12s\tremaining: 1.43s\n255:\tlearn: 0.4459245\ttotal: 8.15s\tremaining: 1.4s\n256:\tlearn: 0.4458484\ttotal: 8.18s\tremaining: 1.37s\n257:\tlearn: 0.4457645\ttotal: 8.21s\tremaining: 1.34s\n258:\tlearn: 0.4456554\ttotal: 8.25s\tremaining: 1.3s\n259:\tlearn: 0.4455419\ttotal: 8.28s\tremaining: 1.27s\n260:\tlearn: 0.4454460\ttotal: 8.32s\tremaining: 1.24s\n261:\tlearn: 0.4453669\ttotal: 8.35s\tremaining: 1.21s\n262:\tlearn: 0.4452475\ttotal: 8.38s\tremaining: 1.18s\n263:\tlearn: 0.4451402\ttotal: 8.41s\tremaining: 1.15s\n264:\tlearn: 0.4450653\ttotal: 8.44s\tremaining: 1.11s\n265:\tlearn: 0.4449704\ttotal: 8.48s\tremaining: 1.08s\n266:\tlearn: 0.4449152\ttotal: 8.5s\tremaining: 1.05s\n267:\tlearn: 0.4448359\ttotal: 8.53s\tremaining: 1.02s\n268:\tlearn: 0.4447227\ttotal: 8.56s\tremaining: 987ms\n269:\tlearn: 0.4446588\ttotal: 8.59s\tremaining: 955ms\n270:\tlearn: 0.4445629\ttotal: 8.62s\tremaining: 923ms\n271:\tlearn: 0.4444699\ttotal: 8.65s\tremaining: 891ms\n272:\tlearn: 0.4443866\ttotal: 8.68s\tremaining: 859ms\n273:\tlearn: 0.4442975\ttotal: 8.71s\tremaining: 827ms\n274:\tlearn: 0.4442040\ttotal: 8.74s\tremaining: 795ms\n275:\tlearn: 0.4440929\ttotal: 8.77s\tremaining: 763ms\n276:\tlearn: 0.4440241\ttotal: 8.8s\tremaining: 731ms\n277:\tlearn: 0.4439176\ttotal: 8.82s\tremaining: 698ms\n278:\tlearn: 0.4438508\ttotal: 8.85s\tremaining: 666ms\n279:\tlearn: 0.4437291\ttotal: 8.88s\tremaining: 634ms\n280:\tlearn: 0.4436406\ttotal: 8.91s\tremaining: 602ms\n281:\tlearn: 0.4435577\ttotal: 8.94s\tremaining: 570ms\n282:\tlearn: 0.4435079\ttotal: 8.96s\tremaining: 538ms\n283:\tlearn: 0.4434438\ttotal: 8.99s\tremaining: 507ms\n284:\tlearn: 0.4433313\ttotal: 9.02s\tremaining: 475ms\n285:\tlearn: 0.4432597\ttotal: 9.05s\tremaining: 443ms\n286:\tlearn: 0.4431776\ttotal: 9.08s\tremaining: 411ms\n287:\tlearn: 0.4431218\ttotal: 9.11s\tremaining: 380ms\n288:\tlearn: 0.4430568\ttotal: 9.14s\tremaining: 348ms\n289:\tlearn: 0.4429628\ttotal: 9.17s\tremaining: 316ms\n290:\tlearn: 0.4428861\ttotal: 9.21s\tremaining: 285ms\n291:\tlearn: 0.4428062\ttotal: 9.23s\tremaining: 253ms\n292:\tlearn: 0.4427293\ttotal: 9.27s\tremaining: 221ms\n293:\tlearn: 0.4426675\ttotal: 9.29s\tremaining: 190ms\n294:\tlearn: 0.4425502\ttotal: 9.32s\tremaining: 158ms\n295:\tlearn: 0.4424728\ttotal: 9.35s\tremaining: 126ms\n296:\tlearn: 0.4423996\ttotal: 9.38s\tremaining: 94.8ms\n297:\tlearn: 0.4422991\ttotal: 9.41s\tremaining: 63.2ms\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "298:\tlearn: 0.4422232\ttotal: 9.44s\tremaining: 31.6ms\n299:\tlearn: 0.4421510\ttotal: 9.47s\tremaining: 0us\n0:\tlearn: 0.6369987\ttotal: 33.8ms\tremaining: 10.1s\n1:\tlearn: 0.5975948\ttotal: 64.1ms\tremaining: 9.56s\n2:\tlearn: 0.5695745\ttotal: 95.4ms\tremaining: 9.45s\n3:\tlearn: 0.5489654\ttotal: 123ms\tremaining: 9.14s\n4:\tlearn: 0.5345562\ttotal: 153ms\tremaining: 9.01s\n5:\tlearn: 0.5239999\ttotal: 177ms\tremaining: 8.65s\n6:\tlearn: 0.5169389\ttotal: 205ms\tremaining: 8.56s\n7:\tlearn: 0.5108555\ttotal: 233ms\tremaining: 8.51s\n8:\tlearn: 0.5061209\ttotal: 260ms\tremaining: 8.42s\n9:\tlearn: 0.5026221\ttotal: 289ms\tremaining: 8.37s\n10:\tlearn: 0.5001652\ttotal: 323ms\tremaining: 8.48s\n11:\tlearn: 0.4980841\ttotal: 364ms\tremaining: 8.73s\n12:\tlearn: 0.4966412\ttotal: 398ms\tremaining: 8.78s\n13:\tlearn: 0.4947610\ttotal: 432ms\tremaining: 8.83s\n14:\tlearn: 0.4936005\ttotal: 467ms\tremaining: 8.88s\n15:\tlearn: 0.4922653\ttotal: 497ms\tremaining: 8.83s\n16:\tlearn: 0.4914720\ttotal: 528ms\tremaining: 8.8s\n17:\tlearn: 0.4905445\ttotal: 557ms\tremaining: 8.73s\n18:\tlearn: 0.4895245\ttotal: 587ms\tremaining: 8.68s\n19:\tlearn: 0.4887456\ttotal: 616ms\tremaining: 8.62s\n20:\tlearn: 0.4880966\ttotal: 644ms\tremaining: 8.56s\n21:\tlearn: 0.4875560\ttotal: 672ms\tremaining: 8.5s\n22:\tlearn: 0.4868265\ttotal: 700ms\tremaining: 8.43s\n23:\tlearn: 0.4862961\ttotal: 732ms\tremaining: 8.42s\n24:\tlearn: 0.4858092\ttotal: 760ms\tremaining: 8.36s\n25:\tlearn: 0.4851349\ttotal: 802ms\tremaining: 8.45s\n26:\tlearn: 0.4846211\ttotal: 831ms\tremaining: 8.4s\n27:\tlearn: 0.4841207\ttotal: 864ms\tremaining: 8.39s\n28:\tlearn: 0.4837729\ttotal: 893ms\tremaining: 8.35s\n29:\tlearn: 0.4830280\ttotal: 921ms\tremaining: 8.29s\n30:\tlearn: 0.4824744\ttotal: 952ms\tremaining: 8.26s\n31:\tlearn: 0.4820578\ttotal: 985ms\tremaining: 8.25s\n32:\tlearn: 0.4815911\ttotal: 1.02s\tremaining: 8.22s\n33:\tlearn: 0.4811198\ttotal: 1.05s\tremaining: 8.23s\n34:\tlearn: 0.4807758\ttotal: 1.09s\tremaining: 8.23s\n35:\tlearn: 0.4804892\ttotal: 1.12s\tremaining: 8.25s\n36:\tlearn: 0.4801434\ttotal: 1.16s\tremaining: 8.23s\n37:\tlearn: 0.4797678\ttotal: 1.2s\tremaining: 8.24s\n38:\tlearn: 0.4792848\ttotal: 1.22s\tremaining: 8.19s\n39:\tlearn: 0.4789330\ttotal: 1.25s\tremaining: 8.14s\n40:\tlearn: 0.4786642\ttotal: 1.28s\tremaining: 8.08s\n41:\tlearn: 0.4783602\ttotal: 1.31s\tremaining: 8.07s\n42:\tlearn: 0.4779020\ttotal: 1.34s\tremaining: 8.04s\n43:\tlearn: 0.4776165\ttotal: 1.38s\tremaining: 8.01s\n44:\tlearn: 0.4772483\ttotal: 1.4s\tremaining: 7.94s\n45:\tlearn: 0.4768702\ttotal: 1.43s\tremaining: 7.89s\n46:\tlearn: 0.4765383\ttotal: 1.46s\tremaining: 7.85s\n47:\tlearn: 0.4762312\ttotal: 1.49s\tremaining: 7.85s\n48:\tlearn: 0.4760280\ttotal: 1.52s\tremaining: 7.79s\n49:\tlearn: 0.4758976\ttotal: 1.55s\tremaining: 7.74s\n50:\tlearn: 0.4756884\ttotal: 1.58s\tremaining: 7.72s\n51:\tlearn: 0.4755367\ttotal: 1.61s\tremaining: 7.69s\n52:\tlearn: 0.4752013\ttotal: 1.65s\tremaining: 7.69s\n53:\tlearn: 0.4748276\ttotal: 1.68s\tremaining: 7.64s\n54:\tlearn: 0.4745088\ttotal: 1.71s\tremaining: 7.63s\n55:\tlearn: 0.4743160\ttotal: 1.75s\tremaining: 7.63s\n56:\tlearn: 0.4740981\ttotal: 1.79s\tremaining: 7.63s\n57:\tlearn: 0.4739433\ttotal: 1.83s\tremaining: 7.65s\n58:\tlearn: 0.4735779\ttotal: 1.87s\tremaining: 7.63s\n59:\tlearn: 0.4731699\ttotal: 1.9s\tremaining: 7.61s\n60:\tlearn: 0.4729629\ttotal: 1.93s\tremaining: 7.58s\n61:\tlearn: 0.4726236\ttotal: 1.96s\tremaining: 7.54s\n62:\tlearn: 0.4722985\ttotal: 2s\tremaining: 7.51s\n63:\tlearn: 0.4720635\ttotal: 2.03s\tremaining: 7.47s\n64:\tlearn: 0.4717549\ttotal: 2.06s\tremaining: 7.43s\n65:\tlearn: 0.4714454\ttotal: 2.08s\tremaining: 7.39s\n66:\tlearn: 0.4712014\ttotal: 2.11s\tremaining: 7.35s\n67:\tlearn: 0.4709352\ttotal: 2.14s\tremaining: 7.32s\n68:\tlearn: 0.4706656\ttotal: 2.17s\tremaining: 7.27s\n69:\tlearn: 0.4705130\ttotal: 2.2s\tremaining: 7.24s\n70:\tlearn: 0.4703905\ttotal: 2.23s\tremaining: 7.2s\n71:\tlearn: 0.4702014\ttotal: 2.26s\tremaining: 7.16s\n72:\tlearn: 0.4700075\ttotal: 2.29s\tremaining: 7.12s\n73:\tlearn: 0.4697393\ttotal: 2.32s\tremaining: 7.1s\n74:\tlearn: 0.4694891\ttotal: 2.35s\tremaining: 7.05s\n75:\tlearn: 0.4693015\ttotal: 2.38s\tremaining: 7.01s\n76:\tlearn: 0.4691879\ttotal: 2.41s\tremaining: 6.97s\n77:\tlearn: 0.4690359\ttotal: 2.44s\tremaining: 6.93s\n78:\tlearn: 0.4687885\ttotal: 2.47s\tremaining: 6.9s\n79:\tlearn: 0.4685892\ttotal: 2.5s\tremaining: 6.88s\n80:\tlearn: 0.4684284\ttotal: 2.54s\tremaining: 6.88s\n81:\tlearn: 0.4682372\ttotal: 2.58s\tremaining: 6.85s\n82:\tlearn: 0.4679846\ttotal: 2.61s\tremaining: 6.82s\n83:\tlearn: 0.4677899\ttotal: 2.65s\tremaining: 6.8s\n84:\tlearn: 0.4675597\ttotal: 2.68s\tremaining: 6.79s\n85:\tlearn: 0.4674007\ttotal: 2.72s\tremaining: 6.78s\n86:\tlearn: 0.4671899\ttotal: 2.76s\tremaining: 6.75s\n87:\tlearn: 0.4670302\ttotal: 2.78s\tremaining: 6.71s\n88:\tlearn: 0.4667902\ttotal: 2.82s\tremaining: 6.68s\n89:\tlearn: 0.4666212\ttotal: 2.85s\tremaining: 6.65s\n90:\tlearn: 0.4664431\ttotal: 2.88s\tremaining: 6.63s\n91:\tlearn: 0.4662523\ttotal: 2.92s\tremaining: 6.6s\n92:\tlearn: 0.4659600\ttotal: 2.95s\tremaining: 6.57s\n93:\tlearn: 0.4658126\ttotal: 2.98s\tremaining: 6.54s\n94:\tlearn: 0.4656342\ttotal: 3.02s\tremaining: 6.51s\n95:\tlearn: 0.4653955\ttotal: 3.05s\tremaining: 6.49s\n96:\tlearn: 0.4652384\ttotal: 3.08s\tremaining: 6.44s\n97:\tlearn: 0.4650532\ttotal: 3.11s\tremaining: 6.4s\n98:\tlearn: 0.4648974\ttotal: 3.13s\tremaining: 6.37s\n99:\tlearn: 0.4647279\ttotal: 3.17s\tremaining: 6.33s\n100:\tlearn: 0.4645931\ttotal: 3.19s\tremaining: 6.29s\n101:\tlearn: 0.4644301\ttotal: 3.22s\tremaining: 6.25s\n102:\tlearn: 0.4643116\ttotal: 3.25s\tremaining: 6.21s\n103:\tlearn: 0.4641322\ttotal: 3.27s\tremaining: 6.17s\n104:\tlearn: 0.4639172\ttotal: 3.3s\tremaining: 6.13s\n105:\tlearn: 0.4637968\ttotal: 3.33s\tremaining: 6.09s\n106:\tlearn: 0.4636099\ttotal: 3.36s\tremaining: 6.05s\n107:\tlearn: 0.4634960\ttotal: 3.38s\tremaining: 6.02s\n108:\tlearn: 0.4633351\ttotal: 3.41s\tremaining: 5.98s\n109:\tlearn: 0.4632066\ttotal: 3.44s\tremaining: 5.94s\n110:\tlearn: 0.4630317\ttotal: 3.47s\tremaining: 5.91s\n111:\tlearn: 0.4628808\ttotal: 3.5s\tremaining: 5.87s\n112:\tlearn: 0.4626729\ttotal: 3.53s\tremaining: 5.84s\n113:\tlearn: 0.4624793\ttotal: 3.56s\tremaining: 5.82s\n114:\tlearn: 0.4623022\ttotal: 3.6s\tremaining: 5.79s\n115:\tlearn: 0.4620784\ttotal: 3.63s\tremaining: 5.76s\n116:\tlearn: 0.4619228\ttotal: 3.66s\tremaining: 5.73s\n117:\tlearn: 0.4617437\ttotal: 3.69s\tremaining: 5.7s\n118:\tlearn: 0.4616036\ttotal: 3.72s\tremaining: 5.66s\n119:\tlearn: 0.4614147\ttotal: 3.75s\tremaining: 5.63s\n120:\tlearn: 0.4612204\ttotal: 3.78s\tremaining: 5.59s\n121:\tlearn: 0.4610475\ttotal: 3.8s\tremaining: 5.55s\n122:\tlearn: 0.4609221\ttotal: 3.83s\tremaining: 5.51s\n123:\tlearn: 0.4607644\ttotal: 3.86s\tremaining: 5.48s\n124:\tlearn: 0.4606508\ttotal: 3.88s\tremaining: 5.44s\n125:\tlearn: 0.4604900\ttotal: 3.91s\tremaining: 5.4s\n126:\tlearn: 0.4603278\ttotal: 3.94s\tremaining: 5.37s\n127:\tlearn: 0.4601712\ttotal: 3.97s\tremaining: 5.34s\n128:\tlearn: 0.4599890\ttotal: 4s\tremaining: 5.31s\n129:\tlearn: 0.4598336\ttotal: 4.03s\tremaining: 5.27s\n130:\tlearn: 0.4596976\ttotal: 4.06s\tremaining: 5.23s\n131:\tlearn: 0.4595661\ttotal: 4.08s\tremaining: 5.2s\n132:\tlearn: 0.4594280\ttotal: 4.11s\tremaining: 5.16s\n133:\tlearn: 0.4593399\ttotal: 4.14s\tremaining: 5.13s\n134:\tlearn: 0.4591950\ttotal: 4.17s\tremaining: 5.09s\n135:\tlearn: 0.4590855\ttotal: 4.19s\tremaining: 5.06s\n136:\tlearn: 0.4589066\ttotal: 4.22s\tremaining: 5.02s\n137:\tlearn: 0.4587583\ttotal: 4.25s\tremaining: 4.98s\n138:\tlearn: 0.4585821\ttotal: 4.27s\tremaining: 4.95s\n139:\tlearn: 0.4584647\ttotal: 4.3s\tremaining: 4.91s\n140:\tlearn: 0.4583760\ttotal: 4.32s\tremaining: 4.88s\n141:\tlearn: 0.4582616\ttotal: 4.35s\tremaining: 4.84s\n142:\tlearn: 0.4580633\ttotal: 4.38s\tremaining: 4.8s\n143:\tlearn: 0.4579047\ttotal: 4.4s\tremaining: 4.77s\n144:\tlearn: 0.4577304\ttotal: 4.43s\tremaining: 4.74s\n145:\tlearn: 0.4575693\ttotal: 4.46s\tremaining: 4.7s\n146:\tlearn: 0.4574506\ttotal: 4.49s\tremaining: 4.67s\n147:\tlearn: 0.4572905\ttotal: 4.52s\tremaining: 4.64s\n148:\tlearn: 0.4571767\ttotal: 4.55s\tremaining: 4.61s\n149:\tlearn: 0.4570502\ttotal: 4.58s\tremaining: 4.58s\n150:\tlearn: 0.4569265\ttotal: 4.61s\tremaining: 4.55s\n151:\tlearn: 0.4568031\ttotal: 4.64s\tremaining: 4.52s\n152:\tlearn: 0.4567068\ttotal: 4.67s\tremaining: 4.49s\n153:\tlearn: 0.4566067\ttotal: 4.7s\tremaining: 4.45s\n154:\tlearn: 0.4564710\ttotal: 4.72s\tremaining: 4.42s\n155:\tlearn: 0.4562989\ttotal: 4.75s\tremaining: 4.39s\n156:\tlearn: 0.4561681\ttotal: 4.78s\tremaining: 4.36s\n157:\tlearn: 0.4560494\ttotal: 4.8s\tremaining: 4.32s\n158:\tlearn: 0.4559627\ttotal: 4.83s\tremaining: 4.28s\n159:\tlearn: 0.4558558\ttotal: 4.86s\tremaining: 4.25s\n160:\tlearn: 0.4557206\ttotal: 4.89s\tremaining: 4.22s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "161:\tlearn: 0.4556084\ttotal: 4.92s\tremaining: 4.19s\n162:\tlearn: 0.4555078\ttotal: 4.95s\tremaining: 4.16s\n163:\tlearn: 0.4554357\ttotal: 4.97s\tremaining: 4.13s\n164:\tlearn: 0.4552968\ttotal: 5s\tremaining: 4.09s\n165:\tlearn: 0.4551989\ttotal: 5.03s\tremaining: 4.06s\n166:\tlearn: 0.4550887\ttotal: 5.06s\tremaining: 4.03s\n167:\tlearn: 0.4549691\ttotal: 5.09s\tremaining: 4s\n168:\tlearn: 0.4548732\ttotal: 5.12s\tremaining: 3.97s\n169:\tlearn: 0.4547682\ttotal: 5.15s\tremaining: 3.94s\n170:\tlearn: 0.4546570\ttotal: 5.18s\tremaining: 3.9s\n171:\tlearn: 0.4545437\ttotal: 5.21s\tremaining: 3.87s\n172:\tlearn: 0.4544499\ttotal: 5.23s\tremaining: 3.84s\n173:\tlearn: 0.4543172\ttotal: 5.26s\tremaining: 3.81s\n174:\tlearn: 0.4541473\ttotal: 5.29s\tremaining: 3.78s\n175:\tlearn: 0.4540742\ttotal: 5.32s\tremaining: 3.75s\n176:\tlearn: 0.4539385\ttotal: 5.35s\tremaining: 3.72s\n177:\tlearn: 0.4537745\ttotal: 5.38s\tremaining: 3.69s\n178:\tlearn: 0.4536474\ttotal: 5.41s\tremaining: 3.65s\n179:\tlearn: 0.4535118\ttotal: 5.43s\tremaining: 3.62s\n180:\tlearn: 0.4533982\ttotal: 5.46s\tremaining: 3.59s\n181:\tlearn: 0.4532801\ttotal: 5.48s\tremaining: 3.56s\n182:\tlearn: 0.4532091\ttotal: 5.51s\tremaining: 3.52s\n183:\tlearn: 0.4530700\ttotal: 5.54s\tremaining: 3.49s\n184:\tlearn: 0.4529827\ttotal: 5.57s\tremaining: 3.46s\n185:\tlearn: 0.4529190\ttotal: 5.6s\tremaining: 3.43s\n186:\tlearn: 0.4527926\ttotal: 5.63s\tremaining: 3.4s\n187:\tlearn: 0.4526537\ttotal: 5.66s\tremaining: 3.37s\n188:\tlearn: 0.4525503\ttotal: 5.69s\tremaining: 3.34s\n189:\tlearn: 0.4524507\ttotal: 5.72s\tremaining: 3.31s\n190:\tlearn: 0.4523074\ttotal: 5.75s\tremaining: 3.28s\n191:\tlearn: 0.4522324\ttotal: 5.77s\tremaining: 3.25s\n192:\tlearn: 0.4521007\ttotal: 5.8s\tremaining: 3.22s\n193:\tlearn: 0.4520027\ttotal: 5.84s\tremaining: 3.19s\n194:\tlearn: 0.4518658\ttotal: 5.87s\tremaining: 3.16s\n195:\tlearn: 0.4517497\ttotal: 5.91s\tremaining: 3.13s\n196:\tlearn: 0.4516372\ttotal: 5.94s\tremaining: 3.1s\n197:\tlearn: 0.4515459\ttotal: 5.98s\tremaining: 3.08s\n198:\tlearn: 0.4514866\ttotal: 6.01s\tremaining: 3.05s\n199:\tlearn: 0.4513654\ttotal: 6.04s\tremaining: 3.02s\n200:\tlearn: 0.4512473\ttotal: 6.08s\tremaining: 2.99s\n201:\tlearn: 0.4511573\ttotal: 6.11s\tremaining: 2.96s\n202:\tlearn: 0.4510792\ttotal: 6.15s\tremaining: 2.94s\n203:\tlearn: 0.4509658\ttotal: 6.18s\tremaining: 2.91s\n204:\tlearn: 0.4508697\ttotal: 6.22s\tremaining: 2.88s\n205:\tlearn: 0.4507865\ttotal: 6.25s\tremaining: 2.85s\n206:\tlearn: 0.4506768\ttotal: 6.27s\tremaining: 2.82s\n207:\tlearn: 0.4505897\ttotal: 6.3s\tremaining: 2.79s\n208:\tlearn: 0.4504836\ttotal: 6.33s\tremaining: 2.75s\n209:\tlearn: 0.4503905\ttotal: 6.36s\tremaining: 2.72s\n210:\tlearn: 0.4502723\ttotal: 6.38s\tremaining: 2.69s\n211:\tlearn: 0.4501667\ttotal: 6.41s\tremaining: 2.66s\n212:\tlearn: 0.4500646\ttotal: 6.44s\tremaining: 2.63s\n213:\tlearn: 0.4499491\ttotal: 6.48s\tremaining: 2.6s\n214:\tlearn: 0.4498416\ttotal: 6.51s\tremaining: 2.57s\n215:\tlearn: 0.4497576\ttotal: 6.55s\tremaining: 2.55s\n216:\tlearn: 0.4496566\ttotal: 6.59s\tremaining: 2.52s\n217:\tlearn: 0.4495932\ttotal: 6.62s\tremaining: 2.49s\n218:\tlearn: 0.4495139\ttotal: 6.66s\tremaining: 2.46s\n219:\tlearn: 0.4494086\ttotal: 6.7s\tremaining: 2.43s\n220:\tlearn: 0.4493228\ttotal: 6.73s\tremaining: 2.41s\n221:\tlearn: 0.4492205\ttotal: 6.77s\tremaining: 2.38s\n222:\tlearn: 0.4491275\ttotal: 6.8s\tremaining: 2.35s\n223:\tlearn: 0.4489884\ttotal: 6.83s\tremaining: 2.32s\n224:\tlearn: 0.4489044\ttotal: 6.87s\tremaining: 2.29s\n225:\tlearn: 0.4488192\ttotal: 6.9s\tremaining: 2.26s\n226:\tlearn: 0.4487174\ttotal: 6.93s\tremaining: 2.23s\n227:\tlearn: 0.4485909\ttotal: 6.96s\tremaining: 2.2s\n228:\tlearn: 0.4485146\ttotal: 6.99s\tremaining: 2.17s\n229:\tlearn: 0.4484331\ttotal: 7.03s\tremaining: 2.14s\n230:\tlearn: 0.4483311\ttotal: 7.06s\tremaining: 2.11s\n231:\tlearn: 0.4482159\ttotal: 7.09s\tremaining: 2.08s\n232:\tlearn: 0.4481249\ttotal: 7.13s\tremaining: 2.05s\n233:\tlearn: 0.4480531\ttotal: 7.16s\tremaining: 2.02s\n234:\tlearn: 0.4479847\ttotal: 7.19s\tremaining: 1.99s\n235:\tlearn: 0.4479121\ttotal: 7.22s\tremaining: 1.96s\n236:\tlearn: 0.4478434\ttotal: 7.25s\tremaining: 1.93s\n237:\tlearn: 0.4477420\ttotal: 7.29s\tremaining: 1.9s\n238:\tlearn: 0.4476655\ttotal: 7.33s\tremaining: 1.87s\n239:\tlearn: 0.4475603\ttotal: 7.36s\tremaining: 1.84s\n240:\tlearn: 0.4474664\ttotal: 7.39s\tremaining: 1.81s\n241:\tlearn: 0.4473681\ttotal: 7.42s\tremaining: 1.78s\n242:\tlearn: 0.4472767\ttotal: 7.45s\tremaining: 1.75s\n243:\tlearn: 0.4471482\ttotal: 7.48s\tremaining: 1.72s\n244:\tlearn: 0.4470595\ttotal: 7.51s\tremaining: 1.69s\n245:\tlearn: 0.4469859\ttotal: 7.54s\tremaining: 1.65s\n246:\tlearn: 0.4469437\ttotal: 7.56s\tremaining: 1.62s\n247:\tlearn: 0.4468407\ttotal: 7.59s\tremaining: 1.59s\n248:\tlearn: 0.4467782\ttotal: 7.62s\tremaining: 1.56s\n249:\tlearn: 0.4466892\ttotal: 7.65s\tremaining: 1.53s\n250:\tlearn: 0.4465746\ttotal: 7.69s\tremaining: 1.5s\n251:\tlearn: 0.4464484\ttotal: 7.72s\tremaining: 1.47s\n252:\tlearn: 0.4463657\ttotal: 7.76s\tremaining: 1.44s\n253:\tlearn: 0.4462417\ttotal: 7.79s\tremaining: 1.41s\n254:\tlearn: 0.4461286\ttotal: 7.82s\tremaining: 1.38s\n255:\tlearn: 0.4460426\ttotal: 7.84s\tremaining: 1.35s\n256:\tlearn: 0.4459376\ttotal: 7.88s\tremaining: 1.32s\n257:\tlearn: 0.4458653\ttotal: 7.91s\tremaining: 1.29s\n258:\tlearn: 0.4457740\ttotal: 7.94s\tremaining: 1.26s\n259:\tlearn: 0.4457040\ttotal: 7.98s\tremaining: 1.23s\n260:\tlearn: 0.4455791\ttotal: 8.02s\tremaining: 1.2s\n261:\tlearn: 0.4454978\ttotal: 8.05s\tremaining: 1.17s\n262:\tlearn: 0.4454392\ttotal: 8.09s\tremaining: 1.14s\n263:\tlearn: 0.4453358\ttotal: 8.11s\tremaining: 1.11s\n264:\tlearn: 0.4452754\ttotal: 8.14s\tremaining: 1.07s\n265:\tlearn: 0.4452089\ttotal: 8.18s\tremaining: 1.05s\n266:\tlearn: 0.4451543\ttotal: 8.21s\tremaining: 1.01s\n267:\tlearn: 0.4450725\ttotal: 8.25s\tremaining: 985ms\n268:\tlearn: 0.4450082\ttotal: 8.28s\tremaining: 954ms\n269:\tlearn: 0.4449210\ttotal: 8.31s\tremaining: 924ms\n270:\tlearn: 0.4448476\ttotal: 8.35s\tremaining: 893ms\n271:\tlearn: 0.4447524\ttotal: 8.38s\tremaining: 862ms\n272:\tlearn: 0.4446823\ttotal: 8.4s\tremaining: 831ms\n273:\tlearn: 0.4445833\ttotal: 8.43s\tremaining: 800ms\n274:\tlearn: 0.4444991\ttotal: 8.46s\tremaining: 769ms\n275:\tlearn: 0.4444293\ttotal: 8.49s\tremaining: 738ms\n276:\tlearn: 0.4443843\ttotal: 8.52s\tremaining: 707ms\n277:\tlearn: 0.4443204\ttotal: 8.55s\tremaining: 676ms\n278:\tlearn: 0.4442409\ttotal: 8.58s\tremaining: 646ms\n279:\tlearn: 0.4441812\ttotal: 8.61s\tremaining: 615ms\n280:\tlearn: 0.4441311\ttotal: 8.63s\tremaining: 584ms\n281:\tlearn: 0.4440429\ttotal: 8.67s\tremaining: 554ms\n282:\tlearn: 0.4439649\ttotal: 8.71s\tremaining: 523ms\n283:\tlearn: 0.4438559\ttotal: 8.74s\tremaining: 493ms\n284:\tlearn: 0.4437670\ttotal: 8.78s\tremaining: 462ms\n285:\tlearn: 0.4436474\ttotal: 8.81s\tremaining: 431ms\n286:\tlearn: 0.4435845\ttotal: 8.84s\tremaining: 401ms\n287:\tlearn: 0.4434627\ttotal: 8.87s\tremaining: 370ms\n288:\tlearn: 0.4434067\ttotal: 8.89s\tremaining: 339ms\n289:\tlearn: 0.4433047\ttotal: 8.92s\tremaining: 308ms\n290:\tlearn: 0.4432399\ttotal: 8.95s\tremaining: 277ms\n291:\tlearn: 0.4431533\ttotal: 8.99s\tremaining: 246ms\n292:\tlearn: 0.4430634\ttotal: 9.02s\tremaining: 215ms\n293:\tlearn: 0.4429829\ttotal: 9.04s\tremaining: 185ms\n294:\tlearn: 0.4428719\ttotal: 9.07s\tremaining: 154ms\n295:\tlearn: 0.4427877\ttotal: 9.11s\tremaining: 123ms\n296:\tlearn: 0.4427051\ttotal: 9.13s\tremaining: 92.3ms\n297:\tlearn: 0.4426255\ttotal: 9.17s\tremaining: 61.5ms\n298:\tlearn: 0.4425645\ttotal: 9.2s\tremaining: 30.8ms\n299:\tlearn: 0.4424613\ttotal: 9.23s\tremaining: 0us\n0:\tlearn: 0.6810372\ttotal: 35.6ms\tremaining: 10.7s\n1:\tlearn: 0.6693931\ttotal: 63.5ms\tremaining: 9.46s\n2:\tlearn: 0.6587965\ttotal: 95.1ms\tremaining: 9.42s\n3:\tlearn: 0.6488824\ttotal: 126ms\tremaining: 9.29s\n4:\tlearn: 0.6395004\ttotal: 153ms\tremaining: 9.03s\n5:\tlearn: 0.6305917\ttotal: 182ms\tremaining: 8.91s\n6:\tlearn: 0.6224591\ttotal: 216ms\tremaining: 9.02s\n7:\tlearn: 0.6146468\ttotal: 246ms\tremaining: 8.97s\n8:\tlearn: 0.6076851\ttotal: 274ms\tremaining: 8.84s\n9:\tlearn: 0.6009439\ttotal: 301ms\tremaining: 8.73s\n10:\tlearn: 0.5944925\ttotal: 326ms\tremaining: 8.58s\n11:\tlearn: 0.5884643\ttotal: 353ms\tremaining: 8.48s\n12:\tlearn: 0.5826412\ttotal: 386ms\tremaining: 8.52s\n13:\tlearn: 0.5774523\ttotal: 415ms\tremaining: 8.48s\n14:\tlearn: 0.5725986\ttotal: 446ms\tremaining: 8.47s\n15:\tlearn: 0.5680626\ttotal: 477ms\tremaining: 8.47s\n16:\tlearn: 0.5638819\ttotal: 506ms\tremaining: 8.43s\n17:\tlearn: 0.5600022\ttotal: 537ms\tremaining: 8.41s\n18:\tlearn: 0.5562138\ttotal: 568ms\tremaining: 8.39s\n19:\tlearn: 0.5525727\ttotal: 595ms\tremaining: 8.33s\n20:\tlearn: 0.5492634\ttotal: 623ms\tremaining: 8.28s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "21:\tlearn: 0.5461703\ttotal: 652ms\tremaining: 8.24s\n22:\tlearn: 0.5432556\ttotal: 678ms\tremaining: 8.17s\n23:\tlearn: 0.5406129\ttotal: 706ms\tremaining: 8.12s\n24:\tlearn: 0.5379965\ttotal: 733ms\tremaining: 8.07s\n25:\tlearn: 0.5354451\ttotal: 761ms\tremaining: 8.02s\n26:\tlearn: 0.5332719\ttotal: 788ms\tremaining: 7.97s\n27:\tlearn: 0.5312155\ttotal: 817ms\tremaining: 7.93s\n28:\tlearn: 0.5291269\ttotal: 844ms\tremaining: 7.89s\n29:\tlearn: 0.5271928\ttotal: 872ms\tremaining: 7.85s\n30:\tlearn: 0.5254388\ttotal: 902ms\tremaining: 7.83s\n31:\tlearn: 0.5236910\ttotal: 932ms\tremaining: 7.8s\n32:\tlearn: 0.5222251\ttotal: 958ms\tremaining: 7.75s\n33:\tlearn: 0.5206040\ttotal: 993ms\tremaining: 7.77s\n34:\tlearn: 0.5192755\ttotal: 1.02s\tremaining: 7.74s\n35:\tlearn: 0.5179924\ttotal: 1.05s\tremaining: 7.7s\n36:\tlearn: 0.5165998\ttotal: 1.08s\tremaining: 7.67s\n37:\tlearn: 0.5153941\ttotal: 1.1s\tremaining: 7.62s\n38:\tlearn: 0.5142226\ttotal: 1.13s\tremaining: 7.59s\n39:\tlearn: 0.5130242\ttotal: 1.17s\tremaining: 7.59s\n40:\tlearn: 0.5118981\ttotal: 1.21s\tremaining: 7.62s\n41:\tlearn: 0.5110112\ttotal: 1.24s\tremaining: 7.63s\n42:\tlearn: 0.5101221\ttotal: 1.28s\tremaining: 7.63s\n43:\tlearn: 0.5092167\ttotal: 1.31s\tremaining: 7.63s\n44:\tlearn: 0.5084507\ttotal: 1.34s\tremaining: 7.6s\n45:\tlearn: 0.5076818\ttotal: 1.37s\tremaining: 7.55s\n46:\tlearn: 0.5068520\ttotal: 1.39s\tremaining: 7.51s\n47:\tlearn: 0.5060555\ttotal: 1.42s\tremaining: 7.47s\n48:\tlearn: 0.5052423\ttotal: 1.45s\tremaining: 7.42s\n49:\tlearn: 0.5045665\ttotal: 1.48s\tremaining: 7.38s\n50:\tlearn: 0.5038113\ttotal: 1.51s\tremaining: 7.36s\n51:\tlearn: 0.5032106\ttotal: 1.54s\tremaining: 7.37s\n52:\tlearn: 0.5025077\ttotal: 1.58s\tremaining: 7.37s\n53:\tlearn: 0.5018417\ttotal: 1.62s\tremaining: 7.38s\n54:\tlearn: 0.5012231\ttotal: 1.65s\tremaining: 7.35s\n55:\tlearn: 0.5007196\ttotal: 1.69s\tremaining: 7.36s\n56:\tlearn: 0.5002572\ttotal: 1.73s\tremaining: 7.35s\n57:\tlearn: 0.4998392\ttotal: 1.76s\tremaining: 7.33s\n58:\tlearn: 0.4993371\ttotal: 1.79s\tremaining: 7.31s\n59:\tlearn: 0.4988772\ttotal: 1.82s\tremaining: 7.29s\n60:\tlearn: 0.4984412\ttotal: 1.86s\tremaining: 7.29s\n61:\tlearn: 0.4979768\ttotal: 1.89s\tremaining: 7.27s\n62:\tlearn: 0.4975700\ttotal: 1.93s\tremaining: 7.28s\n63:\tlearn: 0.4971609\ttotal: 1.97s\tremaining: 7.27s\n64:\tlearn: 0.4967498\ttotal: 2s\tremaining: 7.23s\n65:\tlearn: 0.4964748\ttotal: 2.03s\tremaining: 7.2s\n66:\tlearn: 0.4961347\ttotal: 2.07s\tremaining: 7.19s\n67:\tlearn: 0.4958734\ttotal: 2.1s\tremaining: 7.17s\n68:\tlearn: 0.4955476\ttotal: 2.13s\tremaining: 7.14s\n69:\tlearn: 0.4952510\ttotal: 2.17s\tremaining: 7.14s\n70:\tlearn: 0.4950116\ttotal: 2.22s\tremaining: 7.15s\n71:\tlearn: 0.4947254\ttotal: 2.26s\tremaining: 7.16s\n72:\tlearn: 0.4943970\ttotal: 2.29s\tremaining: 7.13s\n73:\tlearn: 0.4941777\ttotal: 2.33s\tremaining: 7.11s\n74:\tlearn: 0.4938522\ttotal: 2.36s\tremaining: 7.08s\n75:\tlearn: 0.4935580\ttotal: 2.4s\tremaining: 7.06s\n76:\tlearn: 0.4932488\ttotal: 2.43s\tremaining: 7.03s\n77:\tlearn: 0.4929548\ttotal: 2.46s\tremaining: 7.02s\n78:\tlearn: 0.4927498\ttotal: 2.5s\tremaining: 6.99s\n79:\tlearn: 0.4924921\ttotal: 2.53s\tremaining: 6.97s\n80:\tlearn: 0.4922642\ttotal: 2.57s\tremaining: 6.95s\n81:\tlearn: 0.4921033\ttotal: 2.6s\tremaining: 6.92s\n82:\tlearn: 0.4919312\ttotal: 2.64s\tremaining: 6.89s\n83:\tlearn: 0.4916909\ttotal: 2.67s\tremaining: 6.86s\n84:\tlearn: 0.4914436\ttotal: 2.71s\tremaining: 6.84s\n85:\tlearn: 0.4912857\ttotal: 2.74s\tremaining: 6.82s\n86:\tlearn: 0.4910966\ttotal: 2.78s\tremaining: 6.8s\n87:\tlearn: 0.4908775\ttotal: 2.81s\tremaining: 6.77s\n88:\tlearn: 0.4905996\ttotal: 2.84s\tremaining: 6.73s\n89:\tlearn: 0.4904111\ttotal: 2.87s\tremaining: 6.71s\n90:\tlearn: 0.4902725\ttotal: 2.9s\tremaining: 6.67s\n91:\tlearn: 0.4901141\ttotal: 2.94s\tremaining: 6.65s\n92:\tlearn: 0.4899842\ttotal: 2.97s\tremaining: 6.62s\n93:\tlearn: 0.4897630\ttotal: 3.02s\tremaining: 6.61s\n94:\tlearn: 0.4895210\ttotal: 3.04s\tremaining: 6.57s\n95:\tlearn: 0.4893277\ttotal: 3.08s\tremaining: 6.54s\n96:\tlearn: 0.4891943\ttotal: 3.11s\tremaining: 6.52s\n97:\tlearn: 0.4890533\ttotal: 3.15s\tremaining: 6.49s\n98:\tlearn: 0.4888711\ttotal: 3.19s\tremaining: 6.47s\n99:\tlearn: 0.4887552\ttotal: 3.22s\tremaining: 6.44s\n100:\tlearn: 0.4885621\ttotal: 3.25s\tremaining: 6.4s\n101:\tlearn: 0.4884092\ttotal: 3.28s\tremaining: 6.37s\n102:\tlearn: 0.4882176\ttotal: 3.31s\tremaining: 6.34s\n103:\tlearn: 0.4880731\ttotal: 3.35s\tremaining: 6.32s\n104:\tlearn: 0.4879447\ttotal: 3.38s\tremaining: 6.28s\n105:\tlearn: 0.4878079\ttotal: 3.41s\tremaining: 6.24s\n106:\tlearn: 0.4876290\ttotal: 3.44s\tremaining: 6.2s\n107:\tlearn: 0.4875321\ttotal: 3.47s\tremaining: 6.16s\n108:\tlearn: 0.4874308\ttotal: 3.5s\tremaining: 6.13s\n109:\tlearn: 0.4872846\ttotal: 3.53s\tremaining: 6.1s\n110:\tlearn: 0.4871405\ttotal: 3.56s\tremaining: 6.06s\n111:\tlearn: 0.4870338\ttotal: 3.59s\tremaining: 6.03s\n112:\tlearn: 0.4869381\ttotal: 3.62s\tremaining: 5.99s\n113:\tlearn: 0.4868169\ttotal: 3.65s\tremaining: 5.95s\n114:\tlearn: 0.4867297\ttotal: 3.68s\tremaining: 5.93s\n115:\tlearn: 0.4866139\ttotal: 3.71s\tremaining: 5.89s\n116:\tlearn: 0.4864713\ttotal: 3.75s\tremaining: 5.86s\n117:\tlearn: 0.4863514\ttotal: 3.79s\tremaining: 5.84s\n118:\tlearn: 0.4862709\ttotal: 3.82s\tremaining: 5.81s\n119:\tlearn: 0.4860958\ttotal: 3.85s\tremaining: 5.77s\n120:\tlearn: 0.4859247\ttotal: 3.88s\tremaining: 5.74s\n121:\tlearn: 0.4858020\ttotal: 3.91s\tremaining: 5.71s\n122:\tlearn: 0.4856883\ttotal: 3.94s\tremaining: 5.67s\n123:\tlearn: 0.4855865\ttotal: 3.98s\tremaining: 5.64s\n124:\tlearn: 0.4854567\ttotal: 4.01s\tremaining: 5.61s\n125:\tlearn: 0.4853059\ttotal: 4.04s\tremaining: 5.57s\n126:\tlearn: 0.4851729\ttotal: 4.07s\tremaining: 5.54s\n127:\tlearn: 0.4850978\ttotal: 4.11s\tremaining: 5.52s\n128:\tlearn: 0.4850081\ttotal: 4.14s\tremaining: 5.49s\n129:\tlearn: 0.4849232\ttotal: 4.18s\tremaining: 5.46s\n130:\tlearn: 0.4848345\ttotal: 4.21s\tremaining: 5.43s\n131:\tlearn: 0.4847058\ttotal: 4.24s\tremaining: 5.4s\n132:\tlearn: 0.4846463\ttotal: 4.28s\tremaining: 5.37s\n133:\tlearn: 0.4845302\ttotal: 4.32s\tremaining: 5.35s\n134:\tlearn: 0.4844458\ttotal: 4.37s\tremaining: 5.34s\n135:\tlearn: 0.4843231\ttotal: 4.42s\tremaining: 5.33s\n136:\tlearn: 0.4841993\ttotal: 4.46s\tremaining: 5.31s\n137:\tlearn: 0.4841177\ttotal: 4.5s\tremaining: 5.29s\n138:\tlearn: 0.4840273\ttotal: 4.54s\tremaining: 5.26s\n139:\tlearn: 0.4839195\ttotal: 4.58s\tremaining: 5.23s\n140:\tlearn: 0.4838360\ttotal: 4.62s\tremaining: 5.21s\n141:\tlearn: 0.4837228\ttotal: 4.66s\tremaining: 5.18s\n142:\tlearn: 0.4836221\ttotal: 4.69s\tremaining: 5.15s\n143:\tlearn: 0.4835286\ttotal: 4.72s\tremaining: 5.12s\n144:\tlearn: 0.4834127\ttotal: 4.76s\tremaining: 5.09s\n145:\tlearn: 0.4832666\ttotal: 4.79s\tremaining: 5.05s\n146:\tlearn: 0.4832028\ttotal: 4.83s\tremaining: 5.03s\n147:\tlearn: 0.4831341\ttotal: 4.87s\tremaining: 5s\n148:\tlearn: 0.4830025\ttotal: 4.92s\tremaining: 4.98s\n149:\tlearn: 0.4828948\ttotal: 4.97s\tremaining: 4.97s\n150:\tlearn: 0.4827811\ttotal: 5.01s\tremaining: 4.94s\n151:\tlearn: 0.4827245\ttotal: 5.05s\tremaining: 4.91s\n152:\tlearn: 0.4825992\ttotal: 5.08s\tremaining: 4.88s\n153:\tlearn: 0.4825032\ttotal: 5.12s\tremaining: 4.85s\n154:\tlearn: 0.4823918\ttotal: 5.15s\tremaining: 4.82s\n155:\tlearn: 0.4823276\ttotal: 5.2s\tremaining: 4.79s\n156:\tlearn: 0.4822435\ttotal: 5.22s\tremaining: 4.76s\n157:\tlearn: 0.4821569\ttotal: 5.27s\tremaining: 4.73s\n158:\tlearn: 0.4820886\ttotal: 5.31s\tremaining: 4.71s\n159:\tlearn: 0.4819970\ttotal: 5.35s\tremaining: 4.68s\n160:\tlearn: 0.4819083\ttotal: 5.38s\tremaining: 4.65s\n161:\tlearn: 0.4817563\ttotal: 5.42s\tremaining: 4.61s\n162:\tlearn: 0.4816258\ttotal: 5.46s\tremaining: 4.59s\n163:\tlearn: 0.4815094\ttotal: 5.49s\tremaining: 4.55s\n164:\tlearn: 0.4814156\ttotal: 5.53s\tremaining: 4.52s\n165:\tlearn: 0.4812966\ttotal: 5.56s\tremaining: 4.49s\n166:\tlearn: 0.4811824\ttotal: 5.6s\tremaining: 4.46s\n167:\tlearn: 0.4811018\ttotal: 5.63s\tremaining: 4.42s\n168:\tlearn: 0.4810429\ttotal: 5.67s\tremaining: 4.39s\n169:\tlearn: 0.4809752\ttotal: 5.7s\tremaining: 4.36s\n170:\tlearn: 0.4808829\ttotal: 5.73s\tremaining: 4.32s\n171:\tlearn: 0.4808270\ttotal: 5.76s\tremaining: 4.29s\n172:\tlearn: 0.4807496\ttotal: 5.8s\tremaining: 4.26s\n173:\tlearn: 0.4806845\ttotal: 5.84s\tremaining: 4.23s\n174:\tlearn: 0.4806252\ttotal: 5.87s\tremaining: 4.19s\n175:\tlearn: 0.4805223\ttotal: 5.91s\tremaining: 4.16s\n176:\tlearn: 0.4803996\ttotal: 5.96s\tremaining: 4.14s\n177:\tlearn: 0.4803319\ttotal: 6s\tremaining: 4.12s\n178:\tlearn: 0.4802681\ttotal: 6.04s\tremaining: 4.08s\n179:\tlearn: 0.4801613\ttotal: 6.07s\tremaining: 4.04s\n180:\tlearn: 0.4801119\ttotal: 6.1s\tremaining: 4.01s\n181:\tlearn: 0.4800637\ttotal: 6.13s\tremaining: 3.98s\n182:\tlearn: 0.4799919\ttotal: 6.16s\tremaining: 3.94s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "183:\tlearn: 0.4798884\ttotal: 6.19s\tremaining: 3.9s\n184:\tlearn: 0.4798354\ttotal: 6.23s\tremaining: 3.87s\n185:\tlearn: 0.4797859\ttotal: 6.26s\tremaining: 3.83s\n186:\tlearn: 0.4797169\ttotal: 6.29s\tremaining: 3.8s\n187:\tlearn: 0.4796252\ttotal: 6.33s\tremaining: 3.77s\n188:\tlearn: 0.4795151\ttotal: 6.35s\tremaining: 3.73s\n189:\tlearn: 0.4794585\ttotal: 6.39s\tremaining: 3.7s\n190:\tlearn: 0.4793733\ttotal: 6.42s\tremaining: 3.66s\n191:\tlearn: 0.4792871\ttotal: 6.44s\tremaining: 3.62s\n192:\tlearn: 0.4791950\ttotal: 6.47s\tremaining: 3.59s\n193:\tlearn: 0.4790944\ttotal: 6.5s\tremaining: 3.55s\n194:\tlearn: 0.4790004\ttotal: 6.53s\tremaining: 3.52s\n195:\tlearn: 0.4789251\ttotal: 6.56s\tremaining: 3.48s\n196:\tlearn: 0.4788323\ttotal: 6.6s\tremaining: 3.45s\n197:\tlearn: 0.4787759\ttotal: 6.64s\tremaining: 3.42s\n198:\tlearn: 0.4787099\ttotal: 6.67s\tremaining: 3.38s\n199:\tlearn: 0.4786065\ttotal: 6.7s\tremaining: 3.35s\n200:\tlearn: 0.4785516\ttotal: 6.74s\tremaining: 3.32s\n201:\tlearn: 0.4784633\ttotal: 6.78s\tremaining: 3.29s\n202:\tlearn: 0.4783960\ttotal: 6.81s\tremaining: 3.25s\n203:\tlearn: 0.4783476\ttotal: 6.84s\tremaining: 3.22s\n204:\tlearn: 0.4782575\ttotal: 6.87s\tremaining: 3.18s\n205:\tlearn: 0.4781695\ttotal: 6.9s\tremaining: 3.15s\n206:\tlearn: 0.4780972\ttotal: 6.92s\tremaining: 3.11s\n207:\tlearn: 0.4780421\ttotal: 6.95s\tremaining: 3.08s\n208:\tlearn: 0.4779747\ttotal: 6.98s\tremaining: 3.04s\n209:\tlearn: 0.4779129\ttotal: 7.02s\tremaining: 3.01s\n210:\tlearn: 0.4778237\ttotal: 7.04s\tremaining: 2.97s\n211:\tlearn: 0.4777615\ttotal: 7.07s\tremaining: 2.94s\n212:\tlearn: 0.4777145\ttotal: 7.1s\tremaining: 2.9s\n213:\tlearn: 0.4776549\ttotal: 7.13s\tremaining: 2.87s\n214:\tlearn: 0.4775695\ttotal: 7.16s\tremaining: 2.83s\n215:\tlearn: 0.4774980\ttotal: 7.19s\tremaining: 2.8s\n216:\tlearn: 0.4774109\ttotal: 7.22s\tremaining: 2.76s\n217:\tlearn: 0.4773188\ttotal: 7.25s\tremaining: 2.73s\n218:\tlearn: 0.4772703\ttotal: 7.28s\tremaining: 2.69s\n219:\tlearn: 0.4772078\ttotal: 7.31s\tremaining: 2.66s\n220:\tlearn: 0.4771707\ttotal: 7.34s\tremaining: 2.63s\n221:\tlearn: 0.4770922\ttotal: 7.38s\tremaining: 2.59s\n222:\tlearn: 0.4770051\ttotal: 7.41s\tremaining: 2.56s\n223:\tlearn: 0.4769604\ttotal: 7.44s\tremaining: 2.52s\n224:\tlearn: 0.4769261\ttotal: 7.47s\tremaining: 2.49s\n225:\tlearn: 0.4768819\ttotal: 7.51s\tremaining: 2.46s\n226:\tlearn: 0.4768307\ttotal: 7.54s\tremaining: 2.42s\n227:\tlearn: 0.4767779\ttotal: 7.58s\tremaining: 2.39s\n228:\tlearn: 0.4767312\ttotal: 7.61s\tremaining: 2.36s\n229:\tlearn: 0.4766943\ttotal: 7.64s\tremaining: 2.33s\n230:\tlearn: 0.4766522\ttotal: 7.68s\tremaining: 2.29s\n231:\tlearn: 0.4765731\ttotal: 7.71s\tremaining: 2.26s\n232:\tlearn: 0.4764946\ttotal: 7.75s\tremaining: 2.23s\n233:\tlearn: 0.4764397\ttotal: 7.77s\tremaining: 2.19s\n234:\tlearn: 0.4763909\ttotal: 7.8s\tremaining: 2.16s\n235:\tlearn: 0.4763037\ttotal: 7.83s\tremaining: 2.12s\n236:\tlearn: 0.4762254\ttotal: 7.87s\tremaining: 2.09s\n237:\tlearn: 0.4761504\ttotal: 7.9s\tremaining: 2.06s\n238:\tlearn: 0.4760770\ttotal: 7.93s\tremaining: 2.02s\n239:\tlearn: 0.4760166\ttotal: 7.96s\tremaining: 1.99s\n240:\tlearn: 0.4759253\ttotal: 7.99s\tremaining: 1.96s\n241:\tlearn: 0.4758628\ttotal: 8.02s\tremaining: 1.92s\n242:\tlearn: 0.4758008\ttotal: 8.06s\tremaining: 1.89s\n243:\tlearn: 0.4757352\ttotal: 8.1s\tremaining: 1.86s\n244:\tlearn: 0.4756685\ttotal: 8.13s\tremaining: 1.82s\n245:\tlearn: 0.4755907\ttotal: 8.16s\tremaining: 1.79s\n246:\tlearn: 0.4755048\ttotal: 8.2s\tremaining: 1.76s\n247:\tlearn: 0.4754028\ttotal: 8.23s\tremaining: 1.73s\n248:\tlearn: 0.4753415\ttotal: 8.26s\tremaining: 1.69s\n249:\tlearn: 0.4752377\ttotal: 8.29s\tremaining: 1.66s\n250:\tlearn: 0.4751911\ttotal: 8.33s\tremaining: 1.63s\n251:\tlearn: 0.4751438\ttotal: 8.36s\tremaining: 1.59s\n252:\tlearn: 0.4750649\ttotal: 8.4s\tremaining: 1.56s\n253:\tlearn: 0.4750105\ttotal: 8.44s\tremaining: 1.53s\n254:\tlearn: 0.4749558\ttotal: 8.47s\tremaining: 1.49s\n255:\tlearn: 0.4749035\ttotal: 8.51s\tremaining: 1.46s\n256:\tlearn: 0.4748183\ttotal: 8.54s\tremaining: 1.43s\n257:\tlearn: 0.4747595\ttotal: 8.57s\tremaining: 1.4s\n258:\tlearn: 0.4747069\ttotal: 8.62s\tremaining: 1.36s\n259:\tlearn: 0.4746581\ttotal: 8.65s\tremaining: 1.33s\n260:\tlearn: 0.4746086\ttotal: 8.69s\tremaining: 1.3s\n261:\tlearn: 0.4745716\ttotal: 8.73s\tremaining: 1.26s\n262:\tlearn: 0.4745276\ttotal: 8.76s\tremaining: 1.23s\n263:\tlearn: 0.4744944\ttotal: 8.8s\tremaining: 1.2s\n264:\tlearn: 0.4744424\ttotal: 8.83s\tremaining: 1.17s\n265:\tlearn: 0.4743682\ttotal: 8.86s\tremaining: 1.13s\n266:\tlearn: 0.4743003\ttotal: 8.89s\tremaining: 1.1s\n267:\tlearn: 0.4742377\ttotal: 8.91s\tremaining: 1.06s\n268:\tlearn: 0.4741903\ttotal: 8.95s\tremaining: 1.03s\n269:\tlearn: 0.4741386\ttotal: 8.98s\tremaining: 998ms\n270:\tlearn: 0.4740717\ttotal: 9.01s\tremaining: 964ms\n271:\tlearn: 0.4740356\ttotal: 9.04s\tremaining: 931ms\n272:\tlearn: 0.4739527\ttotal: 9.07s\tremaining: 898ms\n273:\tlearn: 0.4738861\ttotal: 9.11s\tremaining: 864ms\n274:\tlearn: 0.4738525\ttotal: 9.14s\tremaining: 831ms\n275:\tlearn: 0.4737876\ttotal: 9.17s\tremaining: 798ms\n276:\tlearn: 0.4737383\ttotal: 9.21s\tremaining: 765ms\n277:\tlearn: 0.4736825\ttotal: 9.24s\tremaining: 732ms\n278:\tlearn: 0.4735987\ttotal: 9.28s\tremaining: 699ms\n279:\tlearn: 0.4735299\ttotal: 9.31s\tremaining: 665ms\n280:\tlearn: 0.4734809\ttotal: 9.35s\tremaining: 632ms\n281:\tlearn: 0.4734304\ttotal: 9.38s\tremaining: 599ms\n282:\tlearn: 0.4733953\ttotal: 9.41s\tremaining: 566ms\n283:\tlearn: 0.4733409\ttotal: 9.45s\tremaining: 532ms\n284:\tlearn: 0.4732860\ttotal: 9.48s\tremaining: 499ms\n285:\tlearn: 0.4732166\ttotal: 9.51s\tremaining: 466ms\n286:\tlearn: 0.4731697\ttotal: 9.54s\tremaining: 432ms\n287:\tlearn: 0.4731068\ttotal: 9.57s\tremaining: 399ms\n288:\tlearn: 0.4730354\ttotal: 9.6s\tremaining: 365ms\n289:\tlearn: 0.4730023\ttotal: 9.64s\tremaining: 332ms\n290:\tlearn: 0.4729424\ttotal: 9.67s\tremaining: 299ms\n291:\tlearn: 0.4728936\ttotal: 9.7s\tremaining: 266ms\n292:\tlearn: 0.4728199\ttotal: 9.73s\tremaining: 232ms\n293:\tlearn: 0.4727726\ttotal: 9.76s\tremaining: 199ms\n294:\tlearn: 0.4727092\ttotal: 9.8s\tremaining: 166ms\n295:\tlearn: 0.4726555\ttotal: 9.84s\tremaining: 133ms\n296:\tlearn: 0.4726035\ttotal: 9.86s\tremaining: 99.6ms\n297:\tlearn: 0.4725697\ttotal: 9.89s\tremaining: 66.4ms\n298:\tlearn: 0.4725264\ttotal: 9.92s\tremaining: 33.2ms\n299:\tlearn: 0.4724867\ttotal: 9.95s\tremaining: 0us\n0:\tlearn: 0.6810261\ttotal: 41.3ms\tremaining: 12.3s\n1:\tlearn: 0.6693711\ttotal: 72ms\tremaining: 10.7s\n2:\tlearn: 0.6586901\ttotal: 103ms\tremaining: 10.2s\n3:\tlearn: 0.6485554\ttotal: 140ms\tremaining: 10.4s\n4:\tlearn: 0.6390546\ttotal: 165ms\tremaining: 9.75s\n5:\tlearn: 0.6301848\ttotal: 191ms\tremaining: 9.37s\n6:\tlearn: 0.6222244\ttotal: 220ms\tremaining: 9.22s\n7:\tlearn: 0.6145403\ttotal: 248ms\tremaining: 9.06s\n8:\tlearn: 0.6073164\ttotal: 283ms\tremaining: 9.15s\n9:\tlearn: 0.6005368\ttotal: 319ms\tremaining: 9.25s\n10:\tlearn: 0.5941186\ttotal: 350ms\tremaining: 9.19s\n11:\tlearn: 0.5882683\ttotal: 383ms\tremaining: 9.19s\n12:\tlearn: 0.5825157\ttotal: 423ms\tremaining: 9.33s\n13:\tlearn: 0.5773389\ttotal: 460ms\tremaining: 9.39s\n14:\tlearn: 0.5724563\ttotal: 492ms\tremaining: 9.36s\n15:\tlearn: 0.5679054\ttotal: 518ms\tremaining: 9.2s\n16:\tlearn: 0.5635699\ttotal: 549ms\tremaining: 9.13s\n17:\tlearn: 0.5596485\ttotal: 579ms\tremaining: 9.07s\n18:\tlearn: 0.5560135\ttotal: 615ms\tremaining: 9.1s\n19:\tlearn: 0.5523074\ttotal: 649ms\tremaining: 9.09s\n20:\tlearn: 0.5490046\ttotal: 681ms\tremaining: 9.04s\n21:\tlearn: 0.5459162\ttotal: 709ms\tremaining: 8.96s\n22:\tlearn: 0.5430017\ttotal: 742ms\tremaining: 8.94s\n23:\tlearn: 0.5403083\ttotal: 775ms\tremaining: 8.91s\n24:\tlearn: 0.5377305\ttotal: 811ms\tremaining: 8.92s\n25:\tlearn: 0.5353749\ttotal: 842ms\tremaining: 8.87s\n26:\tlearn: 0.5332741\ttotal: 876ms\tremaining: 8.86s\n27:\tlearn: 0.5311982\ttotal: 908ms\tremaining: 8.82s\n28:\tlearn: 0.5290546\ttotal: 936ms\tremaining: 8.74s\n29:\tlearn: 0.5271937\ttotal: 966ms\tremaining: 8.7s\n30:\tlearn: 0.5255853\ttotal: 996ms\tremaining: 8.64s\n31:\tlearn: 0.5238030\ttotal: 1.02s\tremaining: 8.58s\n32:\tlearn: 0.5220966\ttotal: 1.05s\tremaining: 8.54s\n33:\tlearn: 0.5205309\ttotal: 1.09s\tremaining: 8.51s\n34:\tlearn: 0.5192142\ttotal: 1.11s\tremaining: 8.45s\n35:\tlearn: 0.5178304\ttotal: 1.14s\tremaining: 8.39s\n36:\tlearn: 0.5164780\ttotal: 1.17s\tremaining: 8.33s\n37:\tlearn: 0.5152679\ttotal: 1.2s\tremaining: 8.29s\n38:\tlearn: 0.5140472\ttotal: 1.23s\tremaining: 8.24s\n39:\tlearn: 0.5129906\ttotal: 1.26s\tremaining: 8.2s\n40:\tlearn: 0.5118615\ttotal: 1.29s\tremaining: 8.16s\n41:\tlearn: 0.5108574\ttotal: 1.32s\tremaining: 8.14s\n42:\tlearn: 0.5099446\ttotal: 1.35s\tremaining: 8.09s\n43:\tlearn: 0.5090224\ttotal: 1.39s\tremaining: 8.06s\n44:\tlearn: 0.5081287\ttotal: 1.41s\tremaining: 8.01s\n"
},
{
"name": "stdout",
"output_type": "stream",
"text": "45:\tlearn: 0.5073663\ttotal: 1.45s\tremaining: 7.99s\n46:\tlearn: 0.5065886\ttotal: 1.48s\tremaining: 7.96s\n47:\tlearn: 0.5058013\ttotal: 1.51s\tremaining: 7.94s\n48:\tlearn: 0.5051215\ttotal: 1.55s\tremaining: 7.93s\n49:\tlearn: 0.5044447\ttotal: 1.58s\tremaining: 7.91s\n50:\tlearn: 0.5038795\ttotal: 1.62s\tremaining: 7.89s\n51:\tlearn: 0.5032244\ttotal: 1.65s\tremaining: 7.87s\n52:\tlearn: 0.5026384\ttotal: 1.68s\tremaining: 7.84s\n53:\tlearn: 0.5020889\ttotal: 1.71s\tremaining: 7.81s\n54:\tlearn: 0.5016591\ttotal: 1.74s\tremaining: 7.77s\n55:\tlearn: 0.5013101\ttotal: 1.76s\tremaining: 7.68s\n56:\tlearn: 0.5007400\ttotal: 1.79s\tremaining: 7.63s\n57:\tlearn: 0.5002844\ttotal: 1.82s\tremaining: 7.58s\n58:\tlearn: 0.4997699\ttotal: 1.85s\tremaining: 7.55s\n59:\tlearn: 0.4993375\ttotal: 1.88s\tremaining: 7.51s\n60:\tlearn: 0.4989076\ttotal: 1.9s\tremaining: 7.46s\n61:\tlearn: 0.4985513\ttotal: 1.93s\tremaining: 7.41s\n62:\tlearn: 0.4981872\ttotal: 1.96s\tremaining: 7.37s\n63:\tlearn: 0.4977544\ttotal: 1.98s\tremaining: 7.32s\n64:\tlearn: 0.4973941\ttotal: 2.01s\tremaining: 7.28s\n65:\tlearn: 0.4970174\ttotal: 2.04s\tremaining: 7.24s\n66:\tlearn: 0.4967409\ttotal: 2.07s\tremaining: 7.2s\n67:\tlearn: 0.4963968\ttotal: 2.1s\tremaining: 7.17s\n68:\tlearn: 0.4960837\ttotal: 2.13s\tremaining: 7.12s\n69:\tlearn: 0.4957168\ttotal: 2.15s\tremaining: 7.08s\n70:\tlearn: 0.4954328\ttotal: 2.18s\tremaining: 7.04s\n71:\tlearn: 0.4951516\ttotal: 2.21s\tremaining: 7.01s\n72:\tlearn: 0.4949642\ttotal: 2.25s\tremaining: 6.98s\n73:\tlearn: 0.4946629\ttotal: 2.28s\tremaining: 6.95s\n74:\tlearn: 0.4943539\ttotal: 2.31s\tremaining: 6.92s\n75:\tlearn: 0.4940784\ttotal: 2.33s\tremaining: 6.88s\n76:\tlearn: 0.4938301\ttotal: 2.36s\tremaining: 6.84s\n77:\tlearn: 0.4935481\ttotal: 2.39s\tremaining: 6.8s\n78:\tlearn: 0.4932745\ttotal: 2.42s\tremaining: 6.76s\n79:\tlearn: 0.4930275\ttotal: 2.44s\tremaining: 6.72s\n80:\tlearn: 0.4927375\ttotal: 2.47s\tremaining: 6.69s\n81:\tlearn: 0.4925774\ttotal: 2.5s\tremaining: 6.65s\n82:\tlearn: 0.4923728\ttotal: 2.53s\tremaining: 6.61s\n83:\tlearn: 0.4922400\ttotal: 2.55s\tremaining: 6.57s\n84:\tlearn: 0.4919599\ttotal: 2.58s\tremaining: 6.53s\n85:\tlearn: 0.4917242\ttotal: 2.61s\tremaining: 6.5s\n86:\tlearn: 0.4915900\ttotal: 2.64s\tremaining: 6.47s\n87:\tlearn: 0.4913092\ttotal: 2.67s\tremaining: 6.43s\n88:\tlearn: 0.4911244\ttotal: 2.69s\tremaining: 6.39s\n89:\tlearn: 0.4909965\ttotal: 2.72s\tremaining: 6.35s\n90:\tlearn: 0.4908223\ttotal: 2.75s\tremaining: 6.32s\n91:\tlearn: 0.4906693\ttotal: 2.78s\tremaining: 6.29s\n92:\tlearn: 0.4905114\ttotal: 2.81s\tremaining: 6.26s\n93:\tlearn: 0.4903400\ttotal: 2.85s\tremaining: 6.24s\n94:\tlearn: 0.4901442\ttotal: 2.88s\tremaining: 6.21s\n95:\tlearn: 0.4900079\ttotal: 2.91s\tremaining: 6.19s\n96:\tlearn: 0.4897934\ttotal: 2.94s\tremaining: 6.16s\n97:\tlearn: 0.4896273\ttotal: 2.98s\tremaining: 6.13s\n98:\tlearn: 0.4894919\ttotal: 3.01s\tremaining: 6.11s\n99:\tlearn: 0.4893546\ttotal: 3.04s\tremaining: 6.08s\n100:\tlearn: 0.4892416\ttotal: 3.07s\tremaining: 6.05s\n101:\tlearn: 0.4891064\ttotal: 3.1s\tremaining: 6.03s\n102:\tlearn: 0.4889217\ttotal: 3.14s\tremaining: 6s\n103:\tlearn: 0.4887009\ttotal: 3.17s\tremaining: 5.97s\n104:\tlearn: 0.4885640\ttotal: 3.2s\tremaining: 5.94s\n105:\tlearn: 0.4884450\ttotal: 3.23s\tremaining: 5.91s\n106:\tlearn: 0.4883131\ttotal: 3.27s\tremaining: 5.89s\n107:\tlearn: 0.4881372\ttotal: 3.3s\tremaining: 5.87s\n108:\tlearn: 0.4880192\ttotal: 3.33s\tremaining: 5.84s\n109:\tlearn: 0.4878487\ttotal: 3.37s\tremaining: 5.82s\n110:\tlearn: 0.4877261\ttotal: 3.4s\tremaining: 5.79s\n111:\tlearn: 0.4875838\ttotal: 3.43s\tremaining: 5.76s\n112:\tlearn: 0.4874748\ttotal: 3.46s\tremaining: 5.73s\n113:\tlearn: 0.4873727\ttotal: 3.5s\tremaining: 5.71s\n114:\tlearn: 0.4872255\ttotal: 3.53s\tremaining: 5.69s\n115:\tlearn: 0.4871375\ttotal: 3.57s\tremaining: 5.67s\n116:\tlearn: 0.4870582\ttotal: 3.61s\tremaining: 5.65s\n117:\tlearn: 0.4868873\ttotal: 3.64s\tremaining: 5.62s\n118:\tlearn: 0.4867618\ttotal: 3.67s\tremaining: 5.59s\n119:\tlearn: 0.4866274\ttotal: 3.7s\tremaining: 5.55s\n120:\tlearn: 0.4864809\ttotal: 3.73s\tremaining: 5.52s\n121:\tlearn: 0.4863322\ttotal: 3.77s\tremaining: 5.5s\n122:\tlearn: 0.4861928\ttotal: 3.79s\tremaining: 5.46s\n123:\tlearn: 0.4860724\ttotal: 3.83s\tremaining: 5.43s\n124:\tlearn: 0.4859272\ttotal: 3.86s\tremaining: 5.41s\n125:\tlearn: 0.4858430\ttotal: 3.9s\tremaining: 5.38s\n126:\tlearn: 0.4856784\ttotal: 3.92s\tremaining: 5.35s\n127:\tlearn: 0.4855615\ttotal: 3.96s\tremaining: 5.32s\n128:\tlearn: 0.4854786\ttotal: 3.99s\tremaining: 5.29s\n129:\tlearn: 0.4853793\ttotal: 4.02s\tremaining: 5.26s\n130:\tlearn: 0.4852818\ttotal: 4.06s\tremaining: 5.23s\n131:\tlearn: 0.4851280\ttotal: 4.09s\tremaining: 5.2s\n132:\tlearn: 0.4850471\ttotal: 4.12s\tremaining: 5.17s\n133:\tlearn: 0.4849421\ttotal: 4.15s\tremaining: 5.14s\n134:\tlearn: 0.4848441\ttotal: 4.18s\tremaining: 5.11s\n135:\tlearn: 0.4847371\ttotal: 4.22s\tremaining: 5.09s\n136:\tlearn: 0.4846505\ttotal: 4.26s\tremaining: 5.07s\n137:\tlearn: 0.4845447\ttotal: 4.3s\tremaining: 5.05s\n138:\tlearn: 0.4844498\ttotal: 4.34s\tremaining: 5.03s\n139:\tlearn: 0.4843457\ttotal: 4.38s\tremaining: 5s\n140:\tlearn: 0.4842508\ttotal: 4.42s\tremaining: 4.98s\n141:\tlearn: 0.4841656\ttotal: 4.44s\tremaining: 4.95s\n142:\tlearn: 0.4839998\ttotal: 4.47s\tremaining: 4.91s\n143:\tlearn: 0.4838942\ttotal: 4.5s\tremaining: 4.88s\n144:\tlearn: 0.4838274\ttotal: 4.53s\tremaining: 4.84s\n145:\tlearn: 0.4837778\ttotal: 4.56s\tremaining: 4.81s\n146:\tlearn: 0.4837088\ttotal: 4.59s\tremaining: 4.78s\n147:\tlearn: 0.4835828\ttotal: 4.62s\tremaining: 4.74s\n148:\tlearn: 0.4834892\ttotal: 4.65s\tremaining: 4.71s\n149:\tlearn: 0.4833356\ttotal: 4.68s\tremaining: 4.68s\n150:\tlearn: 0.4832175\ttotal: 4.71s\tremaining: 4.65s\n151:\tlearn: 0.4831074\ttotal: 4.74s\tremaining: 4.62s\n152:\tlearn: 0.4830329\ttotal: 4.77s\tremaining: 4.58s\n153:\tlearn: 0.4829164\ttotal: 4.8s\tremaining: 4.55s\n154:\tlearn: 0.4827850\ttotal: 4.86s\tremaining: 4.54s\n155:\tlearn: 0.4826870\ttotal: 4.89s\tremaining: 4.52s\n156:\tlearn: 0.4826057\ttotal: 4.93s\tremaining: 4.49s\n157:\tlearn: 0.4824795\ttotal: 4.96s\tremaining: 4.46s\n158:\tlearn: 0.4824289\ttotal: 5s\tremaining: 4.43s\n159:\tlearn: 0.4823305\ttotal: 5.03s\tremaining: 4.4s\n160:\tlearn: 0.4822334\ttotal: 5.05s\tremaining: 4.36s\n161:\tlearn: 0.4821803\ttotal: 5.08s\tremaining: 4.33s\n162:\tlearn: 0.4821203\ttotal: 5.12s\tremaining: 4.3s\n163:\tlearn: 0.4820073\ttotal: 5.15s\tremaining: 4.27s\n164:\tlearn: 0.4818973\ttotal: 5.18s\tremaining: 4.24s\n165:\tlearn: 0.4817920\ttotal: 5.21s\tremaining: 4.2s\n166:\tlearn: 0.4817087\ttotal: 5.24s\tremaining: 4.17s\n167:\tlearn: 0.4816470\ttotal: 5.27s\tremaining: 4.14s\n168:\tlearn: 0.4815979\ttotal: 5.3s\tremaining: 4.11s\n169:\tlearn: 0.4815195\ttotal: 5.33s\tremaining: 4.08s\n170:\tlearn: 0.4814341\ttotal: 5.37s\tremaining: 4.05s\n171:\tlearn: 0.4813661\ttotal: 5.4s\tremaining: 4.02s\n172:\tlearn: 0.4812256\ttotal: 5.44s\tremaining: 3.99s\n173:\tlearn: 0.4811408\ttotal: 5.47s\tremaining: 3.96s\n174:\tlearn: 0.4810552\ttotal: 5.5s\tremaining: 3.93s\n175:\tlearn: 0.4810035\ttotal: 5.53s\tremaining: 3.9s\n176:\tlearn: 0.4808885\ttotal: 5.56s\tremaining: 3.87s\n177:\tlearn: 0.4807925\ttotal: 5.59s\tremaining: 3.83s\n178:\tlearn: 0.4806996\ttotal: 5.62s\tremaining: 3.8s\n179:\tlearn: 0.4806400\ttotal: 5.65s\tremaining: 3.77s\n180:\tlearn: 0.4805679\ttotal: 5.68s\tremaining: 3.73s\n181:\tlearn: 0.4804917\ttotal: 5.71s\tremaining: 3.7s\n182:\tlearn: 0.4804291\ttotal: 5.74s\tremaining: 3.67s\n183:\tlearn: 0.4803724\ttotal: 5.77s\tremaining: 3.64s\n184:\tlearn: 0.4803042\ttotal: 5.81s\tremaining: 3.61s\n185:\tlearn: 0.4802102\ttotal: 5.84s\tremaining: 3.58s\n186:\tlearn: 0.4801138\ttotal: 5.88s\tremaining: 3.55s\n187:\tlearn: 0.4800390\ttotal: 5.91s\tremaini