wehub-resource-sync
227 lines
12 KiB
C++
227 lines
12 KiB
C++
/*
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* ******************************************************************************
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* *
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* *
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* * This program and the accompanying materials are made available under the
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* * terms of the Apache License, Version 2.0 which is available at
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* * https://www.apache.org/licenses/LICENSE-2.0.
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* *
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* * See the NOTICE file distributed with this work for additional
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* * information regarding copyright ownership.
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* * Unless required by applicable law or agreed to in writing, software
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* * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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* * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* * License for the specific language governing permissions and limitations
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* * under the License.
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* *
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* * SPDX-License-Identifier: Apache-2.0
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* *****************************************************************************
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*/
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//
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// Created by raver119 on 2018-09-16.
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// @author Oleg Semeniv <oleg.semeniv@gmail.com>
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// @author Abdelrauf
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#ifndef DEV_TESTS_NDARRAYFACTORY_H
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#define DEV_TESTS_NDARRAYFACTORY_H
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#include <array/NDArray.h>
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#include <initializer_list>
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#include <vector>
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#include <execution/LaunchContext.h>
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#include <string>
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namespace sd {
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class SD_LIB_EXPORT NDArrayFactory {
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private:
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template <typename T>
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static void memcpyFromVector(void *ptr, const std::vector<T> &vector);
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public:
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template <typename T>
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static NDArray *empty_(LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray *empty_(DataType dataType, LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray empty(LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray empty(DataType dataType, LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray *valueOf(const std::initializer_list<LongType> &shape, T value, char order = 'c',
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LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray *valueOf(std::vector<LongType> &shape, T value, const char order = 'c',
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LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray *valueOf(std::vector<LongType> &shape, NDArray&value, const char order = 'c',
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LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray *linspace(T from, T to, LongType numElements);
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static NDArray create(ShapeDescriptor *shapeDescriptor, LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray create(DataType dtype, LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray *create_(const T value, LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray *create_(DataType dtype, LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray create(const T value, LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray create(DataType type, const T scalar, LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray *vector(LongType length, T startingValue = (T)0,
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LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray *create_(const char order, std::vector<LongType> &shape,
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LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray *create_(const char order, std::vector<LongType> &shape, DataType dataType,
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LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray *create_(char order, const std::vector<LongType> &shape, const std::vector<T> &data,
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LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray create(char order, const std::vector<LongType> &shape, const std::vector<T> &data,
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LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray create(char order, const std::vector<LongType> &shape,
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LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray create(char order, const std::vector<LongType> &shape, DataType dtype,
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LaunchContext *context = LaunchContext ::defaultContext());
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template <typename T>
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static NDArray create(const std::vector<T> &values, LaunchContext *context = LaunchContext ::defaultContext());
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#ifndef __JAVACPP_HACK__
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// this method only available out of javacpp
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template <typename T>
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static NDArray create(T *buffer, char order, const std::initializer_list<LongType> &shape,
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LaunchContext *context = LaunchContext ::defaultContext());
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/**
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* This method creates NDArray from .npy file
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* @param fileName
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* @return
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*/
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static NDArray fromNpyFile(const char *fileName);
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#if defined(HAS_UTF8)
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/**
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* This factory create array from utf8 string
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* @return NDArray default dataType UTF8
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*/
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static NDArray string(const char *string, DataType dtype = UTF8,
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LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray *string_(const char *string, DataType dtype = UTF8,
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LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray *string_(const std::string &string, DataType dtype = UTF8,
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LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray string(const std::string &string, DataType dtype = UTF8,
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LaunchContext *context = LaunchContext::defaultContext());
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static NDArray string(std::vector<LongType> &shape, const std::vector<const char *> &strings,
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DataType dataType = UTF8, LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray string(std::vector<LongType> &shape, const std::vector<std::string> &string,
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DataType dataType = UTF8, LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray *string_(std::vector<LongType> &shape, const std::vector<const char *> &strings,
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DataType dataType = UTF8, LaunchContext *context = LaunchContext ::defaultContext());
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static NDArray *string_(std::vector<LongType> &shape, const std::vector<std::string> &string,
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DataType dataType = UTF8, LaunchContext *context = LaunchContext ::defaultContext());
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#endif
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#if defined(HAS_UTF16)
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/**
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* This factory create array from utf16 string
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* @return NDArray default dataType UTF16
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*/
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static NDArray string(const char16_t *u16string, DataType dtype = UTF16,
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LaunchContext *context = LaunchContext::defaultContext());
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static NDArray *string_(const char16_t *u16string, DataType dtype = UTF16,
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LaunchContext *context = LaunchContext::defaultContext());
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static NDArray *string_(const std::u16string &u16string, DataType dtype = UTF16,
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LaunchContext *context = LaunchContext::defaultContext());
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static NDArray string(const std::u16string &u16string, DataType dtype = UTF16,
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LaunchContext *context = LaunchContext::defaultContext());
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/**
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* This factory create array from vector of utf16 strings
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* @return NDArray default dataType UTF16
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*/
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static NDArray string(std::vector<LongType> &shape, const std::initializer_list<const char16_t *> &strings,
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DataType dataType = UTF16, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray string(std::vector<LongType> &shape, const std::initializer_list<std::u16string> &string,
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DataType dataType = UTF16, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray string(std::vector<LongType> &shape, const std::vector<const char16_t *> &strings,
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DataType dataType = UTF16, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray string(std::vector<LongType> &shape, const std::vector<std::u16string> &string,
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DataType dtype = UTF16, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray *string_(std::vector<LongType> &shape,
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const std::initializer_list<const char16_t *> &strings,
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DataType dataType = UTF16, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray *string_(std::vector<LongType> &shape, const std::initializer_list<std::u16string> &string,
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DataType dataType = UTF16, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray *string_(std::vector<LongType> &shape, const std::vector<const char16_t *> &strings,
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DataType dataType = UTF16, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray *string_(std::vector<LongType> &shape, const std::vector<std::u16string> &string,
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DataType dataType = UTF16, LaunchContext *context = LaunchContext::defaultContext());
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#endif
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#if defined(HAS_UTF32)
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/**
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* This factory create array from utf32 string
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* @return NDArray default dataType UTF32
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*/
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static NDArray string(const char32_t *u32string, DataType dtype = UTF32,
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LaunchContext *context = LaunchContext::defaultContext());
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static NDArray *string_(const char32_t *u32string, DataType dtype = UTF32,
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LaunchContext *context = LaunchContext::defaultContext());
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static NDArray *string_(const std::u32string &u32string, DataType dtype = UTF32,
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LaunchContext *context = LaunchContext::defaultContext());
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static NDArray string(const std::u32string &u32string, DataType dtype = UTF32,
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LaunchContext *context = LaunchContext::defaultContext());
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/**
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* This factory create array from vector of utf32 strings
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* @return NDArray default dataType UTF32
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*/
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static NDArray string(std::vector<LongType> &shape, const std::initializer_list<const char32_t *> &strings,
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DataType dataType = UTF32, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray string(std::vector<LongType> &shape, const std::initializer_list<std::u32string> &string,
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DataType dataType = UTF32, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray string(std::vector<LongType> &shape, const std::vector<const char32_t *> &strings, DataType dtype,
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LaunchContext *context);
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static NDArray string(std::vector<LongType> &shape, const std::vector<std::u32string> &string,
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DataType dtype = UTF32, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray *string_(std::vector<LongType> &shape,
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const std::initializer_list<const char32_t *> &strings,
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DataType dataType = UTF32, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray *string_(std::vector<LongType> &shape, const std::initializer_list<std::u32string> &string,
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DataType dataType = UTF32, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray *string_(std::vector<LongType> &shape, const std::vector<const char32_t *> &strings,
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DataType dataType = UTF32, LaunchContext *context = LaunchContext::defaultContext());
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static NDArray *string_(std::vector<LongType> &shape, const std::vector<std::u32string> &string,
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DataType dataType = UTF32, LaunchContext *context = LaunchContext::defaultContext());
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#endif
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#endif
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};
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} // namespace sd
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#endif // DEV_TESTS_NDARRAYFACTORY_H
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