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dmitrii-kriukovdmitrii-kriukov
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Add size lables for xpu configs (#111)
* sizes in configs * test config * revert changing skl config * sizes for df_clsf * update help info * sizes for xpu configs
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9 files changed

+146
-10
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9 files changed

+146
-10
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‎configs/xpu/dbscan.json

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}
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}
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],
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"workload-size": "small",
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"eps": 5,
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"min-samples": 3
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},
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}
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}
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],
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"workload-size": "medium",
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"eps": 1.7e3,
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"min-samples": 3
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},
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}
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}
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],
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"workload-size": "small",
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"eps": 1.0e3,
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"min-samples": 220
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}

‎configs/xpu/df_regr.json

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}
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}
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],
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"num-trees": [10, 100],
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"workload-size": "medium",
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"num-trees": 10,
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"max-depth": 5
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},
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{
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}
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}
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],
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"num-trees": [100, 20],
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"workload-size": "large",
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"num-trees": 10,
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"max-depth": 5
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},
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{
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"dataset": [
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{
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"source": "npy",
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"name": "year_prediction_msd",
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"training":
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{
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"x": "data/year_prediction_msd_x_train.npy",
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"y": "data/year_prediction_msd_y_train.npy"
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},
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"testing":
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{
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"x": "data/year_prediction_msd_x_test.npy",
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"y": "data/year_prediction_msd_y_test.npy"
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}
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}
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],
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"workload-size": "medium",
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"num-trees": 20,
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"max-depth": 8
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},
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{
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"dataset": [
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{
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"source": "npy",
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"name": "year_prediction_msd",
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"training":
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{
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"x": "data/year_prediction_msd_x_train.npy",
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"y": "data/year_prediction_msd_y_train.npy"
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},
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"testing":
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{
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"x": "data/year_prediction_msd_x_test.npy",
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"y": "data/year_prediction_msd_y_test.npy"
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}
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}
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],
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"workload-size": "large",
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"num-trees": 100,
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"max-depth": 8
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},
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{
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}
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}
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],
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"workload-size": "large",
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"num-trees": 20,
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"max-depth": 16
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},
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}
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}
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],
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"num-trees": [15, 20, 100],
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"workload-size": "medium",
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"num-trees": [15, 20],
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"max-depth": 8
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},
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{
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"dataset": [
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{
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"source": "npy",
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"name": "higgs1m",
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"training":
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{
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"x": "data/higgs1m_x_train.npy",
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"y": "data/higgs1m_y_train.npy"
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},
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"testing":
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{
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"x": "data/higgs1m_x_test.npy",
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"y": "data/higgs1m_y_test.npy"
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}
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}
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],
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"workload-size": "large",
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"num-trees": 100,
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"max-depth": 8
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},
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{
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}
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}
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],
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"workload-size": "large",
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"num-trees": 100,
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"max-depth": 8
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},
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}
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}
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],
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"workload-size": "large",
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"num-trees": 20,
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"max-depth": 16
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}

‎configs/xpu/kmeans.json

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}
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}
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],
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"workload-size": "medium",
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"n-clusters": 10,
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"maxiter": 100
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},
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}
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}
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],
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"n-clusters": [100, 250],
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"workload-size": "small",
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"n-clusters": 100,
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"maxiter": 10
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},
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{
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"dataset": [
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{
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"source": "npy",
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"name": "higgs_one_m_clustering",
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"training":
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{
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"x": "data/higgs_one_m_clustering.npy"
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}
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}
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],
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"workload-size": "medium",
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"n-clusters": 250,
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"maxiter": 10
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},
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{
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}
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}
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],
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"workload-size": "medium",
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"n-clusters": [512, 1024, 2048],
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"maxiter": 10
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},
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}
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}
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],
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"n-clusters": [100, 250],
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"workload-size": "small",
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"n-clusters": 100,
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"maxiter": 10
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},
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{
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"dataset": [
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{
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"source": "npy",
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"name": "hepmass_1M_cluster",
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"training":
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{
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"x": "data/hepmass_1M_cluster.npy"
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}
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}
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],
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"workload-size": "medium",
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"n-clusters": 250,
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"maxiter": 10
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},
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{
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}
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}
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],
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"workload-size": "medium",
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"n-clusters": 10,
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"maxiter": 100
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},
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}
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}
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],
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"workload-size": "medium",
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"n-clusters": 10,
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"maxiter": 100
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},
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}
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}
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],
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"workload-size": "medium",
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"n-clusters": [100 , 250],
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"maxiter": 10
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},
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}
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}
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],
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"workload-size": "medium",
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"n-clusters": [512, 1024, 2048],
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"maxiter": 10
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}

‎configs/xpu/knn_clsf.json

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}
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}
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],
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"workload-size": "medium",
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"n-neighbors": [2, 100]
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},
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{
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}
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}
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],
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"workload-size": "medium",
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"n-neighbors": [5, 100]
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},
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{
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}
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}
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],
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"workload-size": "medium",
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"n-neighbors": 7
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},
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{
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}
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}
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],
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"workload-size": "medium",
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"n-neighbors": 5
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},
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{
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}
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}
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],
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"workload-size": "medium",
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"task": "search",
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"n-neighbors": 2
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},
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}
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}
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],
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"workload-size": "medium",
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"task": "search",
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"n-neighbors": 5
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},
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}
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}
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],
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"workload-size": "medium",
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"task": "search",
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"n-neighbors": 7
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}

‎configs/xpu/knn_regr.json

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}
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}
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],
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"workload-size": "medium",
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"n-neighbors": 2
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},
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{
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}
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}
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],
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"workload-size": "medium",
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"n-neighbors": 5
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},
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{
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}
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}
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],
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"workload-size": "medium",
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"n-neighbors": 7
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}
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]

‎configs/xpu/linear.json

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"y": "data/year_prediction_msd_y_test.npy"
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}
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}
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]
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],
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"workload-size": "small"
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},
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{
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"dataset": [
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"y": "data/higgs1m_y_test.npy"
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}
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}
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]
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],
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"workload-size": "small"
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}
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]
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}

‎configs/xpu/log_reg.json

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}
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}
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],
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"workload-size": "medium",
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"maxiter": "20"
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},
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{
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}
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}
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],
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"workload-size": "medium",
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"maxiter": "10"
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},
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{
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}
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}
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],
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"workload-size": "small",
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"no-fit-intercept": "",
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"maxiter": "50"
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},
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}
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}
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],
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"workload-size": "medium",
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"maxiter": "500"
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}
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]

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