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vlad-perevezentsevvlad-perevezentsev
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Move _tensor_impl extensions and use it for dpnp (#2755)
This PR proposes introducing `dpctl_ext` as a new internal extension module (temporarily renamed from `dpctl` to avoid conflicts), adding CMake/packaging support for building `_tensor_impl` via pybind11 and switching dpnp to use `dpctl_ext.tensor. _tensor_impl` The migrated `_tensor_impl` currently supports the following functions: > '_array_overlap', > '_as_c_contig', > '_as_f_contig', > '_contract_iter', > '_contract_iter2', > '_contract_iter3', > '_contract_iter4', > '_copy_usm_ndarray_into_usm_ndarray', > '_ravel_multi_index', > '_same_logical_tensors', > '_unravel_index', > 'default_device_bool_type', > 'default_device_complex_type', > 'default_device_fp_type', > 'default_device_index_type', > 'default_device_int_type', > 'default_device_uint_type' Files in `dpnp` that explicitly `import dpctl.tensor._tensor_impl`
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‎.gitignore‎

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@@ -32,3 +32,7 @@ dpnp/**/*.cpython*.so
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dpnp/**/*.pyd
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*~
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core
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# TODO: revert to `dpctl/`
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# when dpnp fully migrates dpctl/tensor
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dpctl_ext/**/*.cpython*.so

‎CMakeLists.txt‎

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@@ -345,3 +345,4 @@ if(DEFINED SKBUILD)
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endif()
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add_subdirectory(dpnp)
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add_subdirectory(dpctl_ext)

‎dpctl_ext/CMakeLists.txt‎

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# -*- coding: utf-8 -*-
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# *****************************************************************************
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# Copyright (c) 2026, Intel Corporation
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# All rights reserved.
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#
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# Redistribution and use in source and binary forms, with or without
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# modification, are permitted provided that the following conditions are met:
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# - Redistributions of source code must retain the above copyright notice,
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# this list of conditions and the following disclaimer.
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# - Redistributions in binary form must reproduce the above copyright notice,
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# this list of conditions and the following disclaimer in the documentation
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# and/or other materials provided with the distribution.
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# - Neither the name of the copyright holder nor the names of its contributors
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# may be used to endorse or promote products derived from this software
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# without specific prior written permission.
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#
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# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
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# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
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# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
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# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
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# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
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# THE POSSIBILITY OF SUCH DAMAGE.
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# *****************************************************************************
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# TODO: rework this logic to remove current duplication
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if(WIN32)
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string(
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CONCAT WARNING_FLAGS
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"-Wall "
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"-Wextra "
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"-Winit-self "
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"-Wunused-function "
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"-Wuninitialized "
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"-Wmissing-declarations "
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"-Wstrict-prototypes "
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"-Wno-unused-parameter "
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)
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string(CONCAT SDL_FLAGS "/GS " "/DynamicBase ")
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set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} /Ox ${WARNING_FLAGS} ${SDL_FLAGS}")
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set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /Ox ${WARNING_FLAGS} ${SDL_FLAGS}")
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set(CMAKE_C_FLAGS_DEBUG
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"${CMAKE_C_FLAGS_DEBUG} ${WARNING_FLAGS} ${SDL_FLAGS} -O0 -g1 -DDEBUG -Xsycl-target-frontend=spir64 \"-g0\""
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)
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set(CMAKE_CXX_FLAGS_DEBUG
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"${CMAKE_CXX_FLAGS_DEBUG} ${WARNING_FLAGS} ${SDL_FLAGS} -O0 -g1 -DDEBUG -Xsycl-target-frontend=spir64 \"-g0\""
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)
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set(CMAKE_C_FLAGS_COVERAGE
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"${CMAKE_C_FLAGS_DEBUG} ${WARNING_FLAGS} ${SDL_FLAGS} -O1 -g1 -DDEBUG"
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)
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set(CMAKE_CXX_FLAGS_COVERAGE
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"${CMAKE_CXX_FLAGS_DEBUG} ${WARNING_FLAGS} ${SDL_FLAGS} -O1 -g1 -DDEBUG"
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)
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set(CMAKE_MODULE_LINKER_FLAGS_COVERAGE "${CMAKE_MODULE_LINKER_FLAGS_DEBUG}")
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set(DPCTL_LDFLAGS "/NXCompat;/DynamicBase")
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mark_as_advanced(
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CMAKE_CXX_FLAGS_COVERAGE
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CMAKE_C_FLAGS_COVERAGE
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CMAKE_MODULE_LINKER_FLAGS_COVERAGE
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)
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elseif(UNIX)
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string(
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CONCAT WARNING_FLAGS
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"-Wall "
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"-Wextra "
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"-Winit-self "
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"-Wunused-function "
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"-Wuninitialized "
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"-Wmissing-declarations "
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"-Wstrict-prototypes "
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"-Wno-unused-parameter "
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"-fdiagnostics-color=auto "
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)
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string(
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CONCAT SDL_FLAGS
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"-fstack-protector "
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"-fstack-protector-all "
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"-fpic "
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"-fPIC "
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"-D_FORTIFY_SOURCE=2 "
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"-Wformat "
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"-Wformat-security "
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# "-fno-strict-overflow " # no-strict-overflow is implied by -fwrapv
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"-fno-delete-null-pointer-checks "
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"-fwrapv "
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)
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string(CONCAT CFLAGS "${WARNING_FLAGS}" "${SDL_FLAGS}")
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string(CONCAT CXXFLAGS "${WARNING_FLAGS}" "${SDL_FLAGS}")
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set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -O3 ${CFLAGS}")
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set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -O3 ${CXXFLAGS}")
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set(CMAKE_C_FLAGS_DEBUG
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"${CMAKE_C_FLAGS_DEBUG} ${CFLAGS} -O0 -g -DDEBUG -Xsycl-target-frontend=spir64 \"-g0\""
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)
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set(CMAKE_CXX_FLAGS_DEBUG
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"${CMAKE_CXX_FLAGS_DEBUG} ${CXXFLAGS} -O0 -g -DDEBUG -Xsycl-target-frontend=spir64 \"-g0\""
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)
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set(CMAKE_C_FLAGS_COVERAGE "${CMAKE_C_FLAGS_DEBUG} ${CFLAGS} -O1 -g1 -DDEBUG")
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set(CMAKE_CXX_FLAGS_COVERAGE "${CMAKE_CXX_FLAGS_DEBUG} ${CXXFLAGS} -O1 -g1 -DDEBUG")
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set(CMAKE_MODULE_LINKER_FLAGS_COVERAGE "${CMAKE_MODULE_LINKER_FLAGS_DEBUG}")
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set(DPCTL_LDFLAGS "-z,noexecstack,-z,relro,-z,now")
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mark_as_advanced(
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CMAKE_CXX_FLAGS_COVERAGE
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CMAKE_C_FLAGS_COVERAGE
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CMAKE_MODULE_LINKER_FLAGS_COVERAGE
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)
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else()
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message(FATAL_ERROR "Unsupported system.")
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endif()
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# at build time create include/ directory and copy header files over
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# set(DPCTL_INCLUDE_DIR ${CMAKE_CURRENT_SOURCE_DIR}/include)
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set(CMAKE_INSTALL_RPATH "$ORIGIN")
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add_subdirectory(tensor)

‎dpctl_ext/__init__.py‎

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# *****************************************************************************
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# Copyright (c) 2026, Intel Corporation
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# All rights reserved.
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#
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# Redistribution and use in source and binary forms, with or without
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# modification, are permitted provided that the following conditions are met:
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# - Redistributions of source code must retain the above copyright notice,
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# this list of conditions and the following disclaimer.
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# - Redistributions in binary form must reproduce the above copyright notice,
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# this list of conditions and the following disclaimer in the documentation
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# and/or other materials provided with the distribution.
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# - Neither the name of the copyright holder nor the names of its contributors
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# may be used to endorse or promote products derived from this software
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# without specific prior written permission.
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#
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# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
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# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
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# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
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# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
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# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
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# THE POSSIBILITY OF SUCH DAMAGE.
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# *****************************************************************************

‎dpctl_ext/tensor/CMakeLists.txt‎

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# -*- coding: utf-8 -*-
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# *****************************************************************************
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# Copyright (c) 2026, Intel Corporation
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# All rights reserved.
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#
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# Redistribution and use in source and binary forms, with or without
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# modification, are permitted provided that the following conditions are met:
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# - Redistributions of source code must retain the above copyright notice,
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# this list of conditions and the following disclaimer.
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# - Redistributions in binary form must reproduce the above copyright notice,
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# this list of conditions and the following disclaimer in the documentation
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# and/or other materials provided with the distribution.
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# - Neither the name of the copyright holder nor the names of its contributors
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# may be used to endorse or promote products derived from this software
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# without specific prior written permission.
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#
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# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
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# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
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# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
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# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
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# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
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# THE POSSIBILITY OF SUCH DAMAGE.
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# *****************************************************************************
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find_package(Python COMPONENTS Development.Module)
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if(WIN32)
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if(${CMAKE_VERSION} VERSION_LESS "3.27")
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# this is a work-around for target_link_options inserting option after -link option, cause
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# linker to ignore it.
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set(CMAKE_CXX_LINK_FLAGS
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"${CMAKE_CXX_LINK_FLAGS} -fsycl-device-code-split=per_kernel"
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)
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endif()
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endif()
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# TODO: reuse this library for dpnp ufunc extension build
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set(_static_lib_sources
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${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/simplify_iteration_space.cpp
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)
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set(_tensor_impl_sources
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${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/tensor_ctors.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/accumulators.cpp
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${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/copy_and_cast_usm_to_usm.cpp
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${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/copy_as_contig.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/copy_numpy_ndarray_into_usm_ndarray.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/copy_for_reshape.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/copy_for_roll.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/linear_sequences.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/integer_advanced_indexing.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/boolean_advanced_indexing.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/eye_ctor.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/full_ctor.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/zeros_ctor.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/triul_ctor.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/where.cpp
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${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/device_support_queries.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/repeat.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/clip.cpp
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)
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set(_static_lib_trgt simplify_iteration_space)
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add_library(${_static_lib_trgt} STATIC ${_static_lib_sources})
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target_include_directories(
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${_static_lib_trgt}
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PRIVATE
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# ${Python_INCLUDE_DIRS}
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# ${Dpctl_INCLUDE_DIR}
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${CMAKE_CURRENT_SOURCE_DIR}/libtensor/include
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)
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target_link_libraries(${_static_lib_trgt} PRIVATE pybind11::headers Python::Module)
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set_target_properties(${_static_lib_trgt} PROPERTIES POSITION_INDEPENDENT_CODE ON)
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set(_py_trgts)
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set(python_module_name _tensor_impl)
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pybind11_add_module(${python_module_name} MODULE ${_tensor_impl_sources})
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add_sycl_to_target(TARGET ${python_module_name} SOURCES ${_tensor_impl_sources})
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target_link_libraries(${python_module_name} PRIVATE ${_static_lib_trgt})
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list(APPEND _py_trgts ${python_module_name})
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set(_clang_prefix "")
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if(WIN32)
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set(_clang_prefix "/clang:")
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endif()
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set(_no_fast_math_sources
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${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/copy_and_cast_usm_to_usm.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/full_ctor.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/linear_sequences.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/clip.cpp
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# ${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/where.cpp
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)
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#list(
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#APPEND _no_fast_math_sources
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# ${_elementwise_sources}
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# ${_reduction_sources}
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# ${_sorting_sources}
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# ${_linalg_sources}
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# ${_accumulator_sources}
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#)
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foreach(_src_fn ${_no_fast_math_sources})
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get_source_file_property(_cmpl_options_prop ${_src_fn} COMPILE_OPTIONS)
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set(_combined_options_prop ${_cmpl_options_prop} "${_clang_prefix}-fno-fast-math")
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set_source_files_properties(
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${_src_fn}
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PROPERTIES COMPILE_OPTIONS "${_combined_options_prop}"
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)
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endforeach()
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set(_compiler_definitions "")
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set(_linker_options "LINKER:${DPNP_LDFLAGS}")
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foreach(python_module_name ${_py_trgts})
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target_compile_options(
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${python_module_name}
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PRIVATE -fno-sycl-id-queries-fit-in-int
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)
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target_link_options(
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${python_module_name}
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PRIVATE -fsycl-device-code-split=per_kernel
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)
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# TODO: expand DPCTL_OFFLOAD_COMPRESS to the whole dpnp level
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if(DPCTL_OFFLOAD_COMPRESS)
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target_link_options(${python_module_name} PRIVATE --offload-compress)
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endif()
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target_include_directories(
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${python_module_name}
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PRIVATE
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${CMAKE_SOURCE_DIR}/dpnp/backend/include
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${Dpctl_INCLUDE_DIR}
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${CMAKE_CURRENT_SOURCE_DIR}/libtensor/include
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${CMAKE_CURRENT_SOURCE_DIR}/libtensor/source/
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)
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target_link_options(${python_module_name} PRIVATE ${_linker_options})
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if(DPCTL_GENERATE_COVERAGE)
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if(DPCTL_GENERATE_COVERAGE_FOR_PYBIND11_EXTENSIONS)
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target_compile_options(
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${python_module_name}
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PRIVATE -fprofile-instr-generate -fcoverage-mapping
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)
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endif()
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target_link_options(
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${python_module_name}
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PRIVATE -fprofile-instr-generate -fcoverage-mapping
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)
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endif()
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if(_dpnp_sycl_targets)
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# make fat binary
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target_compile_options(
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${python_module_name}
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PRIVATE ${_dpnp_sycl_target_compile_options}
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)
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target_link_options(
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${python_module_name}
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PRIVATE ${_dpnp_sycl_target_link_options}
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)
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endif()
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# TODO: update source so they reference individual libraries instead of
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# dpctl4pybind11.hpp. It will allow to simplify dependency tree
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# NOTE: dpctl C-API is resolved at runtime via Python
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# target_link_libraries(${python_module_name} PRIVATE DpctlCAPI)
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if(DPNP_WITH_REDIST)
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set_target_properties(
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${python_module_name}
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PROPERTIES INSTALL_RPATH "$ORIGIN/../../../.."
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)
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endif()
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# TODO: revert to `DESTINATION "dpctl/tensor"`
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install(TARGETS ${python_module_name} DESTINATION "dpctl_ext/tensor")
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endforeach()

‎dpctl_ext/tensor/__init__.py‎

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# *****************************************************************************
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# Copyright (c) 2026, Intel Corporation
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# All rights reserved.
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#
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# Redistribution and use in source and binary forms, with or without
6+
# modification, are permitted provided that the following conditions are met:
7+
# - Redistributions of source code must retain the above copyright notice,
8+
# this list of conditions and the following disclaimer.
9+
# - Redistributions in binary form must reproduce the above copyright notice,
10+
# this list of conditions and the following disclaimer in the documentation
11+
# and/or other materials provided with the distribution.
12+
# - Neither the name of the copyright holder nor the names of its contributors
13+
# may be used to endorse or promote products derived from this software
14+
# without specific prior written permission.
15+
#
16+
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
17+
# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
18+
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
19+
# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
20+
# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
21+
# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
22+
# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
23+
# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
24+
# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
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# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
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# THE POSSIBILITY OF SUCH DAMAGE.
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# *****************************************************************************

dpctl/tensor/libtensor/include/kernels/alignment.hpp renamed to dpctl_ext/tensor/libtensor/include/kernels/alignment.hpp

File renamed without changes.

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