diff --git a/.licenserc.yaml b/.licenserc.yaml index 89a403a50d36..00fd91371d38 100644 --- a/.licenserc.yaml +++ b/.licenserc.yaml @@ -49,25 +49,30 @@ header: - 'cmake/Modules/FindJeMalloc.cmake' # files licensed under bsd 2-clause - 'example/ssd/dataset/pycocotools/coco.py' + # files licensed under bsd 2-clause + caffe + - 'src/operator/nn/pool.cuh' + - 'src/operator/nn/pool.h' + - 'src/operator/nn/im2col.cuh' + - 'src/operator/nn/im2col.h' + - 'src/operator/contrib/nn/deformable_im2col.cuh' + - 'src/operator/contrib/nn/deformable_im2col.h' + - 'src/operator/contrib/nn/modulated_deformable_im2col.cuh' + - 'src/operator/contrib/nn/modulated_deformable_im2col.h' # files licensed under bsd 3-clause - 'cmake/upstream/FindCUDAToolkit.cmake' - 'cmake/upstream/select_compute_arch.cmake' + - 'python/mxnet/onnx/mx2onnx/_export_onnx.py' + - 'python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset12.py' + - 'python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset13.py' - 'src/operator/contrib/erfinv-inl.h' - 'src/operator/numpy/np_einsum_op-inl.h' - 'src/operator/numpy/np_einsum_op.cc' - 'src/operator/numpy/np_einsum_path_op-inl.h' - # files licensed under caffe/mit license + # files licensed under mit license - 'src/operator/contrib/modulated_deformable_convolution-inl.h' - 'src/operator/contrib/modulated_deformable_convolution.cc' - 'src/operator/contrib/modulated_deformable_convolution.cu' - - 'src/operator/contrib/nn/deformable_im2col.cuh' - - 'src/operator/contrib/nn/deformable_im2col.h' - - 'src/operator/contrib/nn/modulated_deformable_im2col.cuh' - - 'src/operator/contrib/nn/modulated_deformable_im2col.h' - - 'src/operator/nn/im2col.cuh' - - 'src/operator/nn/im2col.h' - - 'src/operator/nn/pool.cuh' - - 'src/operator/nn/pool.h' + - 'src/operator/nn/layer_norm_cpu.h' # symlinks - 'include/dlpack' # symlink to 3rdparty/dlpack/include/dlpack - 'include/dmlc' # symlink to 3rdparty/dmlc-core/include/dmlc diff --git a/LICENSE b/LICENSE index c2005d8a5158..fecd6efdcfd9 100644 --- a/LICENSE +++ b/LICENSE @@ -207,8 +207,7 @@ The Apache MXNET (incubating) project contains subcomponents with separate copyright notices and license terms. Your use of the source code for the these subcomponents is subject to the terms and conditions of the following - licenses. If not stated otherwise, their copyright notices and license terms - are available at the path of the subcomponent. + licenses. See licenses/ for text of these licenses. If a folder hierarchy is listed as subcomponent, separate listings of further subcomponents (files or folder hierarchies) part of the hierarchy @@ -220,25 +219,24 @@ 3rdparty/ctc_include 3rdparty/dlpack - include/dlpack (header symlinks to 3rdparty/dlpack/include/dlpack) 3rdparty/dmlc-core - include/dmlc (header symlinks to 3rdparty/dmlc-core/include/dmlc) + 3rdparty/googletest/googlemock/scripts/generator 3rdparty/mshadow - include/mshadow (header symlinks to 3rdparty/mshadow/mshadow) - 3rdparty/tvm - 3rdparty/tvm/3rdparty/dmlc-core - 3rdparty/tvm/3rdparty/dlpack - include/nnvm (header symlinks to 3rdparty/tvm/nnvm/include/nnvm) - 3rdparty/ps-lite 3rdparty/mkldnn - include/mkldnn (header symlinks to 3rdparty/mkldnn) - 3rdparty/googletest/googlemock/scripts/generator + 3rdparty/mkldnn/doc/assets/mathjax + 3rdparty/mkldnn/tests/benchdnn 3rdparty/onnx-tensorrt/third_party/onnx/third_party/benchmark 3rdparty/onnx-tensorrt/third_party/onnx/tools/protoc-gen-mypy.py - 3rdparty/mkldnn/tests/benchdnn (Copy of the License available at top of current file) - src/operator/special_functions-inl.h Cephes Library Functions (Copy of the License available at top of current file) - 3rdparty/mkldnn/doc/assets/mathjax (Copy of the License available at top of current file) - 3rdparty/tvm/3rdparty/bfloat16/bfloat16.cc (Copy of the License available at top of current file) + 3rdparty/ps-lite + 3rdparty/tvm + 3rdparty/tvm/3rdparty/dlpack + 3rdparty/tvm/3rdparty/dmlc-core + 3rdparty/tvm/3rdparty/bfloat16/bfloat16.cc + include/dlpack (header symlinks to 3rdparty/dlpack/include/dlpack) + include/dmlc (header symlinks to 3rdparty/dmlc-core/include/dmlc) + include/mkldnn (header symlinks to 3rdparty/mkldnn) + include/mshadow (header symlinks to 3rdparty/mshadow/mshadow) + include/nnvm (header symlinks to 3rdparty/tvm/nnvm/include/nnvm) src/operator/contrib/deformable_convolution-inl.h src/operator/contrib/deformable_convolution.cc src/operator/contrib/deformable_convolution.cu @@ -251,29 +249,33 @@ src/operator/contrib/psroi_pooling.cc src/operator/contrib/psroi_pooling.cu src/operator/nn/mkldnn/mkldnn_base-inl.h + src/operator/special_functions-inl.h ======================================================================================= MIT license ======================================================================================= - example/gluon/tree_lstm - 3rdparty/tvm/3rdparty/cma + 3rdparty/intgemm 3rdparty/onnx-tensorrt 3rdparty/onnx-tensorrt/third_party/onnx - 3rdparty/intgemm + 3rdparty/tvm/3rdparty/cma 3rdparty/tvm/3rdparty/compiler-rt/builtin_fp16.h + example/gluon/tree_lstm src/operator/contrib/modulated_deformable_convolution-inl.h src/operator/contrib/modulated_deformable_convolution.cc src/operator/contrib/modulated_deformable_convolution.cu + src/operator/nn/layer_norm_cpu.h ======================================================================================= 3-clause BSD license ======================================================================================= - 3rdparty/mkldnn/src/cpu/x64/xbyak - 3rdparty/mkldnn/tests/gtests/gtest - 3rdparty/mkldnn/cmake/FindOpenCL.cmake (Copy of the License available at licenses/BSD3-cmake) - 3rdparty/mkldnn/src/cpu/x64/jit_utils/jitprofiling/ + 3rdparty/mkldnn/cmake/FindACL.cmake (see licenses/LICENSE.mkldnn.txt) + 3rdparty/mkldnn/cmake/FindBLAS.cmake (see licenses/LICENSE.mkldnn.txt) + 3rdparty/mkldnn/cmake/FindOpenCL.cmake (see licenses/LICENSE.mkldnn.txt) + 3rdparty/mkldnn/src/common/ittnotify (see licenses/LICENSE.mkldnn.txt) + 3rdparty/mkldnn/src/cpu/x64/xbyak (see licenses/LICENSE.mkldnn.txt) + 3rdparty/mkldnn/tests/gtests/gtest (see licenses/LICENSE.mkldnn.txt) 3rdparty/onnx-tensorrt/third_party/onnx/third_party/pybind11/tools/FindPythonLibsNew.cmake 3rdparty/ctc_include/contrib/moderngpu 3rdparty/nvidia_cub @@ -282,6 +284,9 @@ 3rdparty/googletest/googletest cmake/upstream/FindCUDAToolkit.cmake cmake/upstream/select_compute_arch.cmake + python/mxnet/onnx/mx2onnx/_export_onnx.py + python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset12.py + python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset13.py src/operator/contrib/erfinv-inl.h src/operator/numpy/np_einsum_op-inl.h src/operator/numpy/np_einsum_path_op-inl.h @@ -292,11 +297,10 @@ ======================================================================================= 3rdparty/dmlc-core/include/dmlc/concurrentqueue.h - include/dmlc/concurrentqueue.h (symlink to 3rdparty/dmlc-core/include/dmlc/concurrentqueue.h) - 3rdparty/onnx-tensorrt/third_party/onnx/third_party/pybind11/tools/FindEigen3.cmake (Copy of the License available at licenses/BSD2) - 3rdparty/onnx-tensorrt/third_party/onnx/third_party/pybind11/tools/FindPythonLibsNew.cmake + 3rdparty/onnx-tensorrt/third_party/onnx/third_party/pybind11/tools/FindEigen3.cmake 3rdparty/tvm/3rdparty/picojson/picojson.h example/ssd/dataset/pycocotools/coco.py + include/dmlc/concurrentqueue.h (symlink to 3rdparty/dmlc-core/include/dmlc/concurrentqueue.h) ======================================================================================= Apache-2.0 license + LLVM Exceptions @@ -305,7 +309,7 @@ 3rdparty/openmp ======================================================================================= - Caffe Licensing Model + 2-clause BSD license + Caffe Copyright Notice and Disclaimer ======================================================================================= src/operator/nn/pool.h @@ -324,26 +328,11 @@ 3rdparty/dmlc-core/include/dmlc/blockingconcurrentqueue.h include/dmlc/blockingconcurrentqueue.h (symlink to 3rdparty/dmlc-core/include/dmlc/blockingconcurrentqueue.h) - ======================================================================================= - Apache-2.0 license + 3-clause BSD license - ======================================================================================= - - python/mxnet/onnx/mx2onnx/_export_onnx.py - python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset12.py - python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset13.py - - ======================================================================================= - Apache-2.0 license + MIT License - ======================================================================================= - - src/operator/nn/layer_norm.cc (function LayerNormCPUKernel is adapated from MIT-licensed code) - ======================================================================================= Boost Software License, Version 1.0 ======================================================================================= - 3rdparty/intgemm/test/3rd_party/catch.hpp (Copy of the License available at licenses/BOOST1_0) - 3rdparty/mkldnn/src/common/primitive_hashing.hpp + 3rdparty/intgemm/test/3rd_party/catch.hpp cmake/Modules/FindJeMalloc.cmake ======================================================================================= diff --git a/licenses/LICENSE.bfloat16.txt b/licenses/LICENSE.bfloat16.txt new file mode 100644 index 000000000000..ce537b42dd80 --- /dev/null +++ b/licenses/LICENSE.bfloat16.txt @@ -0,0 +1,9 @@ +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. \ No newline at end of file diff --git a/licenses/LICENSE.blockingconcurrentqueue.txt b/licenses/LICENSE.blockingconcurrentqueue.txt new file mode 100644 index 000000000000..d08e53a3c518 --- /dev/null +++ b/licenses/LICENSE.blockingconcurrentqueue.txt @@ -0,0 +1,26 @@ +©2015-2016 Cameron Desrochers. Distributed under the terms of the simplified +BSD license, available at the top of concurrentqueue.h. + +Uses Jeff Preshing's semaphore implementation (under the terms of its +separate zlib license, embedded below). + + +zlib license +------------ +Copyright (c) 2015 Jeff Preshing + +This software is provided 'as-is', without any express or implied +warranty. In no event will the authors be held liable for any damages +arising from the use of this software. + +Permission is granted to anyone to use this software for any purpose, +including commercial applications, and to alter it and redistribute it +freely, subject to the following restrictions: + +1. The origin of this software must not be misrepresented; you must not + claim that you wrote the original software. If you use this software + in a product, an acknowledgement in the product documentation would be + appreciated but is not required. +2. Altered source versions must be plainly marked as such, and must not be + misrepresented as being the original software. +3. This notice may not be removed or altered from any source distribution. diff --git a/licenses/LICENSE.builtin_fp16.txt b/licenses/LICENSE.builtin_fp16.txt new file mode 100644 index 000000000000..508c7f7ba7cd --- /dev/null +++ b/licenses/LICENSE.builtin_fp16.txt @@ -0,0 +1,311 @@ +============================================================================== +The LLVM Project is under the Apache License v2.0 with LLVM Exceptions: +============================================================================== + + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. \ No newline at end of file diff --git a/licenses/LICENSE.cmakeincludes.txt b/licenses/LICENSE.cmakeincludes.txt new file mode 100644 index 000000000000..2a8edc906ae6 --- /dev/null +++ b/licenses/LICENSE.cmakeincludes.txt @@ -0,0 +1,30 @@ +Copyright 2000-2019 Kitware, Inc. and Contributors +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions +are met: + +* Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + +* Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + +* Neither the name of Kitware, Inc. nor the names of Contributors + may be used to endorse or promote products derived from this + software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + diff --git a/licenses/LICENSE.coco.txt b/licenses/LICENSE.coco.txt new file mode 100644 index 000000000000..2e9750807012 --- /dev/null +++ b/licenses/LICENSE.coco.txt @@ -0,0 +1,18 @@ +Redistribution and use in source and binary forms, with or without modification, +are permitted provided that the following conditions are met: + +- Redistributions of source code must retain the above copyright notice, this list of +conditions and the following disclaimer. +- Redistributions in binary form must reproduce the above copyright notice, this list of +conditions and the following disclaimer in the documentation and/or other materials +provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY +EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF +MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. 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IN NO EVENT SHALL +THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT +OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) +HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR +TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, +EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. \ No newline at end of file diff --git a/licenses/LICENSE.ctc_include.txt b/licenses/LICENSE.ctc_include.txt new file mode 100644 index 000000000000..4946875860dd --- /dev/null +++ b/licenses/LICENSE.ctc_include.txt @@ -0,0 +1,205 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. For the purposes of this definition, + "control" means (i) the power, direct or indirect, to cause the + direction or management of such entity, whether by contract or + otherwise, or (ii) ownership of fifty percent (50%) or more of the + outstanding shares, or (iii) beneficial ownership of such entity. + + "You" (or "Your") shall mean an individual or Legal Entity + exercising permissions granted by this License. + + "Source" form shall mean the preferred form for making modifications, + including but not limited to software source code, documentation + source, and configuration files. + + "Object" form shall mean any form resulting from mechanical + transformation or translation of a Source form, including but + not limited to compiled object code, generated documentation, + and conversions to other media types. + + "Work" shall mean the work of authorship, whether in Source or + Object form, made available under the License, as indicated by a + copyright notice that is included in or attached to the work + (an example is provided in the Appendix below). + + "Derivative Works" shall mean any work, whether in Source or Object + form, that is based on (or derived from) the Work and for which the + editorial revisions, annotations, elaborations, or other modifications + represent, as a whole, an original work of authorship. For the purposes + of this License, Derivative Works shall not include works that remain + separable from, or merely link (or bind by name) to the interfaces of, + the Work and Derivative Works thereof. + + "Contribution" shall mean any work of authorship, including + the original version of the Work and any modifications or additions + to that Work or Derivative Works thereof, that is intentionally + submitted to Licensor for inclusion in the Work by the copyright owner + or by an individual or Legal Entity authorized to submit on behalf of + the copyright owner. For the purposes of this definition, "submitted" + means any form of electronic, verbal, or written communication sent + to the Licensor or its representatives, including but not limited to + communication on electronic mailing lists, source code control systems, + and issue tracking systems that are managed by, or on behalf of, the + Licensor for the purpose of discussing and improving the Work, but + excluding communication that is conspicuously marked or otherwise + designated in writing by the copyright owner as "Not a Contribution." + + "Contributor" shall mean Licensor and any individual or Legal Entity + on behalf of whom a Contribution has been received by Licensor and + subsequently incorporated within the Work. + + 2. Grant of Copyright License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + copyright license to reproduce, prepare Derivative Works of, + publicly display, publicly perform, sublicense, and distribute the + Work and such Derivative Works in Source or Object form. + + 3. Grant of Patent License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + (except as stated in this section) patent license to make, have made, + use, offer to sell, sell, import, and otherwise transfer the Work, + where such license applies only to those patent claims licensable + by such Contributor that are necessarily infringed by their + Contribution(s) alone or by combination of their Contribution(s) + with the Work to which such Contribution(s) was submitted. If You + institute patent litigation against any entity (including a + cross-claim or counterclaim in a lawsuit) alleging that the Work + or a Contribution incorporated within the Work constitutes direct + or contributory patent infringement, then any patent licenses + granted to You under this License for that Work shall terminate + as of the date such litigation is filed. + + 4. Redistribution. You may reproduce and distribute copies of the + Work or Derivative Works thereof in any medium, with or without + modifications, and in Source or Object form, provided that You + meet the following conditions: + + (a) You must give any other recipients of the Work or + Derivative Works a copy of this License; and + + (b) You must cause any modified files to carry prominent notices + stating that You changed the files; and + + (c) You must retain, in the Source form of any Derivative Works + that You distribute, all copyright, patent, trademark, and + attribution notices from the Source form of the Work, + excluding those notices that do not pertain to any part of + the Derivative Works; and + + (d) If the Work includes a "NOTICE" text file as part of its + distribution, then any Derivative Works that You distribute must + include a readable copy of the attribution notices contained + within such NOTICE file, excluding those notices that do not + pertain to any part of the Derivative Works, in at least one + of the following places: within a NOTICE text file distributed + as part of the Derivative Works; within the Source form or + documentation, if provided along with the Derivative Works; or, + within a display generated by the Derivative Works, if and + wherever such third-party notices normally appear. The contents + of the NOTICE file are for informational purposes only and + do not modify the License. You may add Your own attribution + notices within Derivative Works that You distribute, alongside + or as an addendum to the NOTICE text from the Work, provided + that such additional attribution notices cannot be construed + as modifying the License. + + You may add Your own copyright statement to Your modifications and + may provide additional or different license terms and conditions + for use, reproduction, or distribution of Your modifications, or + for any such Derivative Works as a whole, provided Your use, + reproduction, and distribution of the Work otherwise complies with + the conditions stated in this License. + + 5. Submission of Contributions. Unless You explicitly state otherwise, + any Contribution intentionally submitted for inclusion in the Work + by You to the Licensor shall be under the terms and conditions of + this License, without any additional terms or conditions. + Notwithstanding the above, nothing herein shall supersede or modify + the terms of any separate license agreement you may have executed + with Licensor regarding such Contributions. + + 6. Trademarks. This License does not grant permission to use the trade + names, trademarks, service marks, or product names of the Licensor, + except as required for reasonable and customary use in describing the + origin of the Work and reproducing the content of the NOTICE file. + + 7. Disclaimer of Warranty. Unless required by applicable law or + agreed to in writing, Licensor provides the Work (and each + Contributor provides its Contributions) on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or + implied, including, without limitation, any warranties or conditions + of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A + PARTICULAR PURPOSE. You are solely responsible for determining the + appropriateness of using or redistributing the Work and assume any + risks associated with Your exercise of permissions under this License. + + 8. Limitation of Liability. In no event and under no legal theory, + whether in tort (including negligence), contract, or otherwise, + unless required by applicable law (such as deliberate and grossly + negligent acts) or agreed to in writing, shall any Contributor be + liable to You for damages, including any direct, indirect, special, + incidental, or consequential damages of any character arising as a + result of this License or out of the use or inability to use the + Work (including but not limited to damages for loss of goodwill, + work stoppage, computer failure or malfunction, or any and all + other commercial damages or losses), even if such Contributor + has been advised of the possibility of such damages. + + 9. Accepting Warranty or Additional Liability. While redistributing + the Work or Derivative Works thereof, You may choose to offer, + and charge a fee for, acceptance of support, warranty, indemnity, + or other liability obligations and/or rights consistent with this + License. However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. + + END OF TERMS AND CONDITIONS + + APPENDIX: How to apply the Apache License to your work. + + To apply the Apache License to your work, attach the following + boilerplate notice, with the fields enclosed by brackets "[]" + replaced with your own identifying information. (Don't include + the brackets!) The text should be enclosed in the appropriate + comment syntax for the file format. We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + 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. + + ---- + + Copyright 2015-2016, Baidu USA LLC. \ No newline at end of file diff --git a/licenses/LICENSE.deformable_im2col.txt b/licenses/LICENSE.deformable_im2col.txt new file mode 100644 index 000000000000..2b3073ee231a --- /dev/null +++ b/licenses/LICENSE.deformable_im2col.txt @@ -0,0 +1,52 @@ + ******************* BEGIN Caffe Copyright Notice and Disclaimer **************** + * + * COPYRIGHT + * + * All contributions by the University of California: + * Copyright (c) 2014-2017 The Regents of the University of California (Regents) + * All rights reserved. + * + * All other contributions: + * Copyright (c) 2014-2017, the respective contributors + * All rights reserved. + * + * Caffe uses a shared copyright model: each contributor holds copyright over + * their contributions to Caffe. The project versioning records all such + * contribution and copyright details. If a contributor wants to further mark + * their specific copyright on a particular contribution, they should indicate + * their copyright solely in the commit message of the change when it is + * committed. + * + * LICENSE + * + * Redistribution and use in source and binary forms, with or without + * modification, are permitted provided that the following conditions are met: + * + * 1. Redistributions of source code must retain the above copyright notice, this + * list of conditions and the following disclaimer. + * 2. Redistributions in binary form must reproduce the above copyright notice, + * this list of conditions and the following disclaimer in the documentation + * and/or other materials provided with the distribution. + * + * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND + * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED + * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE + * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR + * ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES + * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; + * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND + * ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT + * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + * + * CONTRIBUTION AGREEMENT + * + * By contributing to the BVLC/caffe repository through pull-request, comment, + * or otherwise, the contributor releases their content to the + * license and copyright terms herein. + * + ***************** END Caffe Copyright Notice and Disclaimer ******************** + * + * Copyright (c) 2017 Microsoft + * Licensed under The Apache-2.0 License [see LICENSE for details] + diff --git a/licenses/LICENSE.dlpack.txt b/licenses/LICENSE.dlpack.txt new file mode 100644 index 000000000000..20a9c8a7b4dc --- /dev/null +++ b/licenses/LICENSE.dlpack.txt @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. For the purposes of this definition, + "control" means (i) the power, direct or indirect, to cause the + direction or management of such entity, whether by contract or + otherwise, or (ii) ownership of fifty percent (50%) or more of the + outstanding shares, or (iii) beneficial ownership of such entity. + + "You" (or "Your") shall mean an individual or Legal Entity + exercising permissions granted by this License. + + "Source" form shall mean the preferred form for making modifications, + including but not limited to software source code, documentation + source, and configuration files. + + "Object" form shall mean any form resulting from mechanical + transformation or translation of a Source form, including but + not limited to compiled object code, generated documentation, + and conversions to other media types. + + "Work" shall mean the work of authorship, whether in Source or + Object form, made available under the License, as indicated by a + copyright notice that is included in or attached to the work + (an example is provided in the Appendix below). + + "Derivative Works" shall mean any work, whether in Source or Object + form, that is based on (or derived from) the Work and for which the + editorial revisions, annotations, elaborations, or other modifications + represent, as a whole, an original work of authorship. For the purposes + of this License, Derivative Works shall not include works that remain + separable from, or merely link (or bind by name) to the interfaces of, + the Work and Derivative Works thereof. + + "Contribution" shall mean any work of authorship, including + the original version of the Work and any modifications or additions + to that Work or Derivative Works thereof, that is intentionally + submitted to Licensor for inclusion in the Work by the copyright owner + or by an individual or Legal Entity authorized to submit on behalf of + the copyright owner. For the purposes of this definition, "submitted" + means any form of electronic, verbal, or written communication sent + to the Licensor or its representatives, including but not limited to + communication on electronic mailing lists, source code control systems, + and issue tracking systems that are managed by, or on behalf of, the + Licensor for the purpose of discussing and improving the Work, but + excluding communication that is conspicuously marked or otherwise + designated in writing by the copyright owner as "Not a Contribution." + + "Contributor" shall mean Licensor and any individual or Legal Entity + on behalf of whom a Contribution has been received by Licensor and + subsequently incorporated within the Work. + + 2. Grant of Copyright License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + copyright license to reproduce, prepare Derivative Works of, + publicly display, publicly perform, sublicense, and distribute the + Work and such Derivative Works in Source or Object form. + + 3. Grant of Patent License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + (except as stated in this section) patent license to make, have made, + use, offer to sell, sell, import, and otherwise transfer the Work, + where such license applies only to those patent claims licensable + by such Contributor that are necessarily infringed by their + Contribution(s) alone or by combination of their Contribution(s) + with the Work to which such Contribution(s) was submitted. If You + institute patent litigation against any entity (including a + cross-claim or counterclaim in a lawsuit) alleging that the Work + or a Contribution incorporated within the Work constitutes direct + or contributory patent infringement, then any patent licenses + granted to You under this License for that Work shall terminate + as of the date such litigation is filed. + + 4. Redistribution. You may reproduce and distribute copies of the + Work or Derivative Works thereof in any medium, with or without + modifications, and in Source or Object form, provided that You + meet the following conditions: + + (a) You must give any other recipients of the Work or + Derivative Works a copy of this License; and + + (b) You must cause any modified files to carry prominent notices + stating that You changed the files; and + + (c) You must retain, in the Source form of any Derivative Works + that You distribute, all copyright, patent, trademark, and + attribution notices from the Source form of the Work, + excluding those notices that do not pertain to any part of + the Derivative Works; and + + (d) If the Work includes a "NOTICE" text file as part of its + distribution, then any Derivative Works that You distribute must + include a readable copy of the attribution notices contained + within such NOTICE file, excluding those notices that do not + pertain to any part of the Derivative Works, in at least one + of the following places: within a NOTICE text file distributed + as part of the Derivative Works; within the Source form or + documentation, if provided along with the Derivative Works; or, + within a display generated by the Derivative Works, if and + wherever such third-party notices normally appear. The contents + of the NOTICE file are for informational purposes only and + do not modify the License. You may add Your own attribution + notices within Derivative Works that You distribute, alongside + or as an addendum to the NOTICE text from the Work, provided + that such additional attribution notices cannot be construed + as modifying the License. + + You may add Your own copyright statement to Your modifications and + may provide additional or different license terms and conditions + for use, reproduction, or distribution of Your modifications, or + for any such Derivative Works as a whole, provided Your use, + reproduction, and distribution of the Work otherwise complies with + the conditions stated in this License. + + 5. Submission of Contributions. Unless You explicitly state otherwise, + any Contribution intentionally submitted for inclusion in the Work + by You to the Licensor shall be under the terms and conditions of + this License, without any additional terms or conditions. + Notwithstanding the above, nothing herein shall supersede or modify + the terms of any separate license agreement you may have executed + with Licensor regarding such Contributions. + + 6. Trademarks. This License does not grant permission to use the trade + names, trademarks, service marks, or product names of the Licensor, + except as required for reasonable and customary use in describing the + origin of the Work and reproducing the content of the NOTICE file. + + 7. Disclaimer of Warranty. Unless required by applicable law or + agreed to in writing, Licensor provides the Work (and each + Contributor provides its Contributions) on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or + implied, including, without limitation, any warranties or conditions + of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A + PARTICULAR PURPOSE. You are solely responsible for determining the + appropriateness of using or redistributing the Work and assume any + risks associated with Your exercise of permissions under this License. + + 8. Limitation of Liability. In no event and under no legal theory, + whether in tort (including negligence), contract, or otherwise, + unless required by applicable law (such as deliberate and grossly + negligent acts) or agreed to in writing, shall any Contributor be + liable to You for damages, including any direct, indirect, special, + incidental, or consequential damages of any character arising as a + result of this License or out of the use or inability to use the + Work (including but not limited to damages for loss of goodwill, + work stoppage, computer failure or malfunction, or any and all + other commercial damages or losses), even if such Contributor + has been advised of the possibility of such damages. + + 9. Accepting Warranty or Additional Liability. While redistributing + the Work or Derivative Works thereof, You may choose to offer, + and charge a fee for, acceptance of support, warranty, indemnity, + or other liability obligations and/or rights consistent with this + License. However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. + + END OF TERMS AND CONDITIONS + + APPENDIX: How to apply the Apache License to your work. + + To apply the Apache License to your work, attach the following + boilerplate notice, with the fields enclosed by brackets "{}" + replaced with your own identifying information. (Don't include + the brackets!) The text should be enclosed in the appropriate + comment syntax for the file format. We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright 2017 by Contributors + + 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. diff --git a/licenses/LICENSE.erfinv.txt b/licenses/LICENSE.erfinv.txt new file mode 100644 index 000000000000..21b66ccfb88e --- /dev/null +++ b/licenses/LICENSE.erfinv.txt @@ -0,0 +1,31 @@ +Copyright (c) 2001-2002 Enthought, Inc. 2003-2019, SciPy Developers. +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + + * Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above + copyright notice, this list of conditions and the following + disclaimer in the documentation and/or other materials provided + with the distribution. + + * Neither the name of the copyright holder nor the names of its + contributors may be used to endorse or promote products derived + from this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. 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See licenses/ +for text of these licenses. + + +Apache Software Foundation License 2.0 +-------------------------------------- + +3rdparty/bfloat16/bfloat16.cc +3rdparty/dlpack +3rdparty/dmlc-core + + +BSD 2-clause License +-------------------- + +3rdparty/picojson +3rdparty/dmlc-core/include/dmlc/concurrentqueue.h + + +BSD 2-clause License + zlib License +----------------------------------- + +3rdparty/dmlc-core/include/dmlc/blockingconcurrentqueue.h + + +MIT License +----------- + +3rdparty/cma +3rdparty/compiler-rt/builtin_fp16.h + + +The Unlicense +------------- + +3rdparty/rang diff --git a/python/mxnet/onnx/mx2onnx/LICENSE b/python/mxnet/onnx/mx2onnx/LICENSE deleted file mode 100644 index 3abe1ee8a8ee..000000000000 --- a/python/mxnet/onnx/mx2onnx/LICENSE +++ /dev/null @@ -1,44 +0,0 @@ -# Licensed to the Apache Software Foundation (ASF) under one -# or more contributor license agreements. See the NOTICE file -# distributed with this work for additional information -# regarding copyright ownership. The ASF licenses this file -# to you 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. -# -# Based on -# https://github.com/NVIDIA/mxnet_to_onnx/blob/master/mx2onnx_converter/# -# Copyright (c) 2017, NVIDIA CORPORATION. All rights reserved. -# -# Redistribution and use in source and binary forms, with or without -# modification, are permitted provided that the following conditions -# are met: -# * Redistributions of source code must retain the above copyright -# notice, this list of conditions and the following disclaimer. -# * Redistributions in binary form must reproduce the above copyright -# notice, this list of conditions and the following disclaimer in the -# documentation and/or other materials provided with the distribution. -# * Neither the name of NVIDIA CORPORATION nor the names of its -# contributors may be used to endorse or promote products derived -# from this software without specific prior written permission. -# -# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY -# EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE -# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR -# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR -# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, -# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, -# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR -# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY -# OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT -# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE -# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. diff --git a/python/mxnet/onnx/mx2onnx/_export_onnx.py b/python/mxnet/onnx/mx2onnx/_export_onnx.py index 73843bd42b50..90f99628f8ea 100644 --- a/python/mxnet/onnx/mx2onnx/_export_onnx.py +++ b/python/mxnet/onnx/mx2onnx/_export_onnx.py @@ -1,22 +1,3 @@ -# Licensed to the Apache Software Foundation (ASF) under one -# or more contributor license agreements. See the NOTICE file -# distributed with this work for additional information -# regarding copyright ownership. The ASF licenses this file -# to you 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. -# -# Based on -# https://github.com/NVIDIA/mxnet_to_onnx/blob/master/mx2onnx_converter/mx2onnx_converter.py# # Copyright (c) 2017, NVIDIA CORPORATION. All rights reserved. # # Redistribution and use in source and binary forms, with or without @@ -43,6 +24,9 @@ # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +# Based on +# https://github.com/NVIDIA/mxnet_to_onnx/blob/master/mx2onnx_converter/mx2onnx_converter.py + # coding: utf-8 # pylint: disable=invalid-name,too-many-locals,no-self-use,too-many-arguments, # pylint: disable=maybe-no-member,too-many-nested-blocks,logging-not-lazy diff --git a/python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset12.py b/python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset12.py index c037ffa8ca0e..9e7f5a0e8383 100644 --- a/python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset12.py +++ b/python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset12.py @@ -1,23 +1,3 @@ -# Licensed to the Apache Software Foundation (ASF) under one -# or more contributor license agreements. See the NOTICE file -# distributed with this work for additional information -# regarding copyright ownership. The ASF licenses this file -# to you 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. -# -# Based on -# https://github.com/NVIDIA/mxnet_to_onnx/blob/master/mx2onnx_converter/ -# mx2onnx_converter_functions.py # Copyright (c) 2017, NVIDIA CORPORATION. All rights reserved. # # Redistribution and use in source and binary forms, with or without @@ -44,6 +24,10 @@ # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +# Based on +# https://github.com/NVIDIA/mxnet_to_onnx/blob/master/mx2onnx_converter/ +# mx2onnx_converter_functions.py + # coding: utf-8 # pylint: disable=too-many-locals,no-else-return,too-many-lines # pylint: disable=anomalous-backslash-in-string,eval-used diff --git a/python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset13.py b/python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset13.py index 9f2386f47b2a..06e9582047e4 100644 --- a/python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset13.py +++ b/python/mxnet/onnx/mx2onnx/_op_translations/_op_translations_opset13.py @@ -1,23 +1,3 @@ -# Licensed to the Apache Software Foundation (ASF) under one -# or more contributor license agreements. See the NOTICE file -# distributed with this work for additional information -# regarding copyright ownership. The ASF licenses this file -# to you 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. -# -# Based on -# https://github.com/NVIDIA/mxnet_to_onnx/blob/master/mx2onnx_converter/ -# mx2onnx_converter_functions.py # Copyright (c) 2017, NVIDIA CORPORATION. All rights reserved. # # Redistribution and use in source and binary forms, with or without @@ -44,6 +24,10 @@ # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +# Based on +# https://github.com/NVIDIA/mxnet_to_onnx/blob/master/mx2onnx_converter/ +# mx2onnx_converter_functions.py + # coding: utf-8 # pylint: disable=too-many-locals,no-else-return,too-many-lines # pylint: disable=anomalous-backslash-in-string,eval-used diff --git a/rat-excludes b/rat-excludes index 069d527a9b14..d9fe55b3f42f 100644 --- a/rat-excludes +++ b/rat-excludes @@ -120,6 +120,9 @@ CODEOWNERS .asf.yaml # Incorporated third-party source files that carry its own license, captured in licenses/ +_export_onnx.py +_op_translations_opset12.py +_op_translations_opset13.py pool.h pool.cuh erfinv-inl.h @@ -127,6 +130,9 @@ im2col.cuh im2col.h deformable_im2col.cuh deformable_im2col.h +modulated_deformable_convolution-inl.h +modulated_deformable_convolution.cc +modulated_deformable_convolution.cu modulated_deformable_im2col.cuh modulated_deformable_im2col.h FindCUDAToolkit.cmake diff --git a/src/operator/contrib/modulated_deformable_convolution-inl.h b/src/operator/contrib/modulated_deformable_convolution-inl.h index 6ec5d8861e01..3363b22c31da 100644 --- a/src/operator/contrib/modulated_deformable_convolution-inl.h +++ b/src/operator/contrib/modulated_deformable_convolution-inl.h @@ -1,22 +1,3 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you 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. - */ - /*! * Copyright (c) 2018 Microsoft * Licensed under The MIT License [see LICENSE for details] diff --git a/src/operator/contrib/modulated_deformable_convolution.cc b/src/operator/contrib/modulated_deformable_convolution.cc index 5fa25f797a7a..e5cb85c0ef72 100644 --- a/src/operator/contrib/modulated_deformable_convolution.cc +++ b/src/operator/contrib/modulated_deformable_convolution.cc @@ -1,22 +1,3 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you 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. - */ - /*! * Copyright (c) 2018 Microsoft * Licensed under The MIT License [see LICENSE for details] diff --git a/src/operator/contrib/modulated_deformable_convolution.cu b/src/operator/contrib/modulated_deformable_convolution.cu index 470d2c01b8da..dc61d5404199 100644 --- a/src/operator/contrib/modulated_deformable_convolution.cu +++ b/src/operator/contrib/modulated_deformable_convolution.cu @@ -1,22 +1,3 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you 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. - */ - /*! * Copyright (c) 2018 Microsoft * Licensed under The MIT License [see LICENSE for details] diff --git a/src/operator/nn/layer_norm.cc b/src/operator/nn/layer_norm.cc index 08bd1a3955ec..9847dae9c72f 100644 --- a/src/operator/nn/layer_norm.cc +++ b/src/operator/nn/layer_norm.cc @@ -15,41 +15,9 @@ * KIND, either express or implied. See the License for the * specific language governing permissions and limitations * under the License. - * - * Function LayerNormCPUKernel is adapated from Marian - * https://github.com/marian-nmt/marian-dev/blob/master/src/tensors/cpu/tensor_operators.cpp - * under the MIT license - * MIT License - * - * Copyright (c) 2016 Marcin Junczys-Dowmunt, the University of Edinburgh, Adam - * Mickiewicz University - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in - * all copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING - * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS - * IN THE SOFTWARE. - * - * All or part of this file was contributed by Intel under license: - * Copyright (C) 2017-2018 Intel Corporation - * SPDX-License-Identifier: MIT - * */ /*! - * Copyright (c) 2015 by Contributors * \file layer_norm.cc * \brief Implements Ba et. al, Layer Normalization (https://arxiv.org/abs/1607.06450). */ @@ -57,6 +25,7 @@ #include "layer_norm-inl.h" #include #include "../elemwise_op_common.h" +#include "layer_norm_cpu.h" namespace mxnet { namespace op { @@ -95,75 +64,6 @@ static bool LayerNormShape(const nnvm::NodeAttrs& attrs, return true; } -/* CPU optimized kernel for LayerNorm assuming axis = -1. - * Data is the underlying storage data type. - * Accum is the type to use for accumulation. - * Apparently there isn't a reduction operator for half_t and anyway it isn't - * efficient to use on the CPU, so use float for reduction of half_t. - * - * width is the number of values being summed to compute a mean. - * instances is how many independent layer normalization problems are packed into the tensors. - * - * Inputs: - * data is instances x width - * gamma is width - * beta is width - * - * Outputs: - * out is instances x width, can be same as data - * mean is instances: means of each problem - * std is instances: standard deviation of each problem - * - */ -template ::value, - float, - Data>::type> -void LayerNormCPUKernel(size_t width, - size_t instances, - Data eps, - const Data *data, - const Data *gamma, - const Data *beta, - Data *out, - Data *mean, - Data *std) { - // Parallelize over independent instances to normalize. - // MSVC says index variable in OpenMP 'for' statement must have signed integral type. - const mshadow::index_t signed_instances = static_cast(instances); -#pragma omp parallel for - for (nnvm::dim_t j = 0; j < signed_instances; ++j) { - const Data *from = data + j * width; - - // Sum the values to compute mean. - Accum sum = 0.f; -#pragma omp simd reduction(+ : sum) - for (size_t i = 0; i < width; ++i) { - sum += from[i]; - } - Accum mean_value = sum / width; - mean[j] = static_cast(mean_value); - - // Sum squares from mean to compute stddev. - Accum squares = 0.f; -#pragma omp simd reduction(+ : squares) - for (size_t i = 0; i < width; ++i) { - Accum off = from[i] - mean_value; - squares += off * off; - } - Accum sigma = std::sqrt(squares / width + eps); - std[j] = static_cast(sigma); - - // Write normalized values. - Data *to = out + j * width; -#pragma omp simd - for (size_t i = 0; i < width; ++i) { - to[i] = (from[i] - mean_value) * gamma[i] / sigma + beta[i]; - } - } -} - /* Wrap the above LayerNormCPUKernel in MXNet's API. Returns true if it * is able to run. */ diff --git a/src/operator/nn/layer_norm_cpu.h b/src/operator/nn/layer_norm_cpu.h new file mode 100644 index 000000000000..abd646b49fd5 --- /dev/null +++ b/src/operator/nn/layer_norm_cpu.h @@ -0,0 +1,109 @@ +/* + * Copyright (c) 2016 Marcin Junczys-Dowmunt, the University of Edinburgh, Adam + * Mickiewicz University + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to deal + * in the Software without restriction, including without limitation the rights + * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in + * all copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING + * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS + * IN THE SOFTWARE. + * + * All or part of this file was contributed by Intel under license: + * Copyright (C) 2017-2018 Intel Corporation + * SPDX-License-Identifier: MIT + * + * Function LayerNormCPUKernel is adapated from Marian + * https://github.com/marian-nmt/marian-dev/blob/master/src/tensors/cpu/tensor_operators.cpp + * + */ + +#ifndef MXNET_OPERATOR_NN_LAYER_NORM_CPU_H_ +#define MXNET_OPERATOR_NN_LAYER_NORM_CPU_H_ + +namespace mxnet { +namespace op { + +/* CPU optimized kernel for LayerNorm assuming axis = -1. + * Data is the underlying storage data type. + * Accum is the type to use for accumulation. + * Apparently there isn't a reduction operator for half_t and anyway it isn't + * efficient to use on the CPU, so use float for reduction of half_t. + * + * width is the number of values being summed to compute a mean. + * instances is how many independent layer normalization problems are packed into the tensors. + * + * Inputs: + * data is instances x width + * gamma is width + * beta is width + * + * Outputs: + * out is instances x width, can be same as data + * mean is instances: means of each problem + * std is instances: standard deviation of each problem + * + */ +template ::value, + float, + Data>::type> +void LayerNormCPUKernel(size_t width, + size_t instances, + Data eps, + const Data *data, + const Data *gamma, + const Data *beta, + Data *out, + Data *mean, + Data *std) { + // Parallelize over independent instances to normalize. + // MSVC says index variable in OpenMP 'for' statement must have signed integral type. + const mshadow::index_t signed_instances = static_cast(instances); +#pragma omp parallel for + for (nnvm::dim_t j = 0; j < signed_instances; ++j) { + const Data *from = data + j * width; + + // Sum the values to compute mean. + Accum sum = 0.f; +#pragma omp simd reduction(+ : sum) + for (size_t i = 0; i < width; ++i) { + sum += from[i]; + } + Accum mean_value = sum / width; + mean[j] = static_cast(mean_value); + + // Sum squares from mean to compute stddev. + Accum squares = 0.f; +#pragma omp simd reduction(+ : squares) + for (size_t i = 0; i < width; ++i) { + Accum off = from[i] - mean_value; + squares += off * off; + } + Accum sigma = std::sqrt(squares / width + eps); + std[j] = static_cast(sigma); + + // Write normalized values. + Data *to = out + j * width; +#pragma omp simd + for (size_t i = 0; i < width; ++i) { + to[i] = (from[i] - mean_value) * gamma[i] / sigma + beta[i]; + } + } +} + +} // namespace op +} // namespace mxnet +#endif // MXNET_OPERATOR_NN_LAYER_NORM_CPU_H_ diff --git a/src/operator/special_functions-inl.h b/src/operator/special_functions-inl.h index f51cfeec9f36..b9460a3e7f0f 100644 --- a/src/operator/special_functions-inl.h +++ b/src/operator/special_functions-inl.h @@ -18,7 +18,6 @@ */ /*! - * Copyright (c) 2015 by Contributors * \file special_functions-inl.h * \brief * \author Valentin Flunkert diff --git a/tools/license_header.py b/tools/license_header.py index c98ae66f2ea9..62c5d53d5d65 100755 --- a/tools/license_header.py +++ b/tools/license_header.py @@ -195,11 +195,8 @@ def file_have_valid_license(fname): if (_lines_have_apache_license(lines) and (not _lines_have_multiple_license(lines))): return True elif _lines_have_multiple_license(lines): - if _file_listed_in_top_level_license(fname): - return True - else: - logging.error("File %s has multiple license", fname) - return False + logging.error("File %s has multiple licenses", fname) + return False else: if _file_listed_in_top_level_license(fname): return True