glm_api.h

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/*
 * Copyright (c) 2019-2024, NVIDIA CORPORATION.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
#pragma once
 
#include <cuml/cuml_api.h>
#include <cuml/linear_model/qn.h>
 
#include <stdbool.h>
 
#ifdef __cplusplus
namespace ML::GLM {
extern "C" {
#endif
 
cumlError_t cumlSpQnFit(cumlHandle_t cuml_handle,
                        const qn_params* pams,
                        float* X,
                        float* y,
                        int N,
                        int D,
                        int C,
                        float* w0,
                        float* f,
                        int* num_iters,
                        bool X_col_major);
 
cumlError_t cumlDpQnFit(cumlHandle_t cuml_handle,
                        const qn_params* pams,
                        double* X,
                        double* y,
                        int N,
                        int D,
                        int C,
                        double* w0,
                        double* f,
                        int* num_iters,
                        bool X_col_major);
 
#ifdef __cplusplus
}
}
#endif