zheyuye
diff --git a/‎.codecov.yml
+3 b/‎.codecov.yml
+3
diff --git a/‎.github/ISSUE_TEMPLATE/bug_report.md
+1-1 b/‎.github/ISSUE_TEMPLATE/bug_report.md
+1-1
diff --git a/‎.github/ISSUE_TEMPLATE/config.yml
+8 b/‎.github/ISSUE_TEMPLATE/config.yml
+8
diff --git a/‎.gitignore
+4 b/‎.gitignore
+4
diff --git a/‎3rdparty/mkldnn b/‎3rdparty/mkldnn
diff --git a/‎3rdparty/mshadow/CMakeLists.txt
+4-2 b/‎3rdparty/mshadow/CMakeLists.txt
+4-2
diff --git a/‎3rdparty/mshadow/cmake/AutoDetectF16C.cmake
-4 b/‎3rdparty/mshadow/cmake/AutoDetectF16C.cmake
-4
diff --git a/‎CMakeLists.txt
+9-13 b/‎CMakeLists.txt
+9-13
diff --git a/‎KEYS
+58 b/‎KEYS
+58
diff --git a/‎LICENSE
+35-25 b/‎LICENSE
+35-25
@@ -4,6 +4,9 @@ codecov:
     require_ci_to_pass: yes
 
 coverage:
+  status:
+    project: off
+    patch: off
   precision: 2
   round: down
   range: "70...100"
 
@@ -2,7 +2,7 @@
 name: Bug report
 about: Create a report to help us improve
 title: ''
-labels: 'Bug'
+labels: 'Bug, needs triage'
 assignees: ''
 
 ---
 
@@ -0,0 +1,8 @@
+blank_issues_enabled: false
+contact_links:
+  - name: Ask a question
+    url: https://stackoverflow.com/questions/tagged/mxnet
+    about: Use Stack Overflow to ask and answer questions
+  - name: Discuss
+    url: https://discuss.mxnet.io/
+    about: Use Discuss forums for discussions [Stackoverflow alternative]
@@ -121,6 +121,10 @@ cmake_install.cmake
 # Mac OS X
 .DS_Store
 
+# Windows
+windows_package.7z
+windows_package
+
 #Notebook Automated Test
 !tests/nightly/test_tutorial_config.txt
 !tests/nightly/TestNotebook
 
@@ -4,8 +4,10 @@ project(mshadow C CXX)
 include(CMakeDependentOption)
 option(USE_CUDA "Build with CUDA support" ON)
 option(USE_CUDNN ON)
-cmake_dependent_option(USE_SSE "Build with x86 SSE instruction support" ON "NOT ARM" OFF)
-option(USE_F16C "Build with x86 F16C instruction support" ON) # autodetects support if ON
+cmake_dependent_option(USE_SSE "Build with x86 SSE instruction support" ON
+  "CMAKE_SYSTEM_PROCESSOR STREQUAL x86_64 OR CMAKE_SYSTEM_PROCESSOR STREQUAL amd64" OFF)
+cmake_dependent_option(USE_F16C "Build with x86 F16C instruction support" ON
+  "CMAKE_SYSTEM_PROCESSOR STREQUAL x86_64 OR CMAKE_SYSTEM_PROCESSOR STREQUAL amd64" OFF)   # autodetects support if ON
 option(USE_INT64_TENSOR_SIZE "Use int64_t to represent the total number of elements in a tensor" OFF)
 option(MSHADOW_IN_CXX11 ON)
 
 
@@ -26,10 +26,6 @@ if(AUTO_DETECT_F16_CMAKE_INCLUDED)
 endif()
 set(AUTO_DETECT_F16_CMAKE_INCLUDED True)
 set(SUPPORT_F16C False)
-if(ANDROID)
-    message("F16C instruction set is not yet supported for Andriod")
-    return()
-endif()
 if(MSVC)
     message("F16C instruction set is not yet supported for MSVC")
     return()
 
@@ -54,7 +54,8 @@ option(USE_OPENMP "Build with Openmp support" ON)
 cmake_dependent_option(USE_NVML "Build with nvml support if found" ON "USE_CUDA" OFF)
 cmake_dependent_option(USE_CUDNN "Build with cudnn support" ON "USE_CUDA" OFF) # one could set CUDNN_ROOT for search path
 cmake_dependent_option(USE_NVTX "Build with nvtx support if found" ON "USE_CUDA" OFF)
-cmake_dependent_option(USE_SSE "Build with x86 SSE instruction support" ON "NOT ARM" OFF)
+cmake_dependent_option(USE_SSE "Build with x86 SSE instruction support" ON
+  "CMAKE_SYSTEM_PROCESSOR STREQUAL x86_64 OR CMAKE_SYSTEM_PROCESSOR STREQUAL amd64" OFF)
 option(USE_F16C "Build with x86 F16C instruction support" ON) # autodetects support if ON
 option(USE_LAPACK "Build with lapack support" ON)
 option(USE_MKL_IF_AVAILABLE "Use MKL if found" ON)
@@ -385,7 +386,6 @@ endif()
 
 # ---[ OpenMP
 if(USE_OPENMP)
-
   function(load_omp)
     # Intel/llvm OpenMP: https://github.com/llvm-mirror/openmp
     set(OPENMP_STANDALONE_BUILD TRUE)
@@ -426,8 +426,12 @@ if(USE_OPENMP)
       add_definitions(-DMXNET_USE_OPENMP=1)
     endif()
   endif()
-elseif(UNIX AND NOT ANDROID)
-  list(APPEND mxnet_LINKER_LIBS pthread)
+elseif(UNIX)
+  # Prefer compiler pthread flag. This is the recommended way, but not backwards
+  # compatible and thus not the cmake default.
+  set(THREADS_PREFER_PTHREAD_FLAG ON)
+  find_package(Threads REQUIRED)
+  list(APPEND mxnet_LINKER_LIBS Threads::Threads)
 endif()
 
 
@@ -894,19 +898,11 @@ if(INSTALL_PYTHON_VERSIONS)
   endforeach()
 endif()
 
-if(USE_CPP_PACKAGE)
-  add_subdirectory(cpp-package)
-  target_compile_definitions(mxnet PUBLIC MXNET_USE_CPP_PACKAGE=1)
-  if(BUILD_CPP_EXAMPLES)
-    add_subdirectory(example/image-classification/predict-cpp)
-  endif()
-endif()
-
 add_subdirectory(tests)
 
 # ---[ Linter target
 find_package(Python3)
-set(LINT_DIRS "include src plugin cpp-package tests")
+set(LINT_DIRS "include src plugin tests")
 set(EXCLUDE_PATH "src/operator/contrib/ctc_include")
 add_custom_target(mxnet_lint COMMAND ${CMAKE_COMMAND} -DMSVC=${MSVC} -DPYTHON_EXECUTABLE=${Python3_EXECUTABLE} -DLINT_DIRS=${LINT_DIRS} -DPROJECT_SOURCE_DIR=${CMAKE_CURRENT_SOURCE_DIR} -DPROJECT_NAME=mxnet -DEXCLUDE_PATH=${EXCLUDE_PATH} -P ${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/dmlc-core/cmake/lint.cmake)
 
 
@@ -865,3 +865,61 @@ RC170UEAUfOS7AvNBUIjaA2yVHecufA/a5pJO8kap7BIDravf0FWC6b+fAOe4U7V
 G5Kq0VNdNBAZJNvKNAqRb+kDQuEm/D+HbiVxI9dWdIvL
 =m8Mt
 -----END PGP PUBLIC KEY BLOCK-----
+pub   4096R/DF20B044 2020-06-16
+uid                  Ciyong Chen (CODE SIGNING KEY) <[email protected]>
+sig 3        DF20B044 2020-06-16  Ciyong Chen (CODE SIGNING KEY) <[email protected]>
+sub   4096R/E918632E 2020-06-16
+sig          DF20B044 2020-06-16  Ciyong Chen (CODE SIGNING KEY) <[email protected]>
+
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+-----END PGP PUBLIC KEY BLOCK-----
@@ -216,7 +216,7 @@
     The following components are provided under an Apache 2.0 license.
 
     1. MXNet Cpp-package - For details, /cpp-package/LICENSE
-         Copyright (c) 2015-2016 by Contributors 
+         Copyright (c) 2015-2016 by Contributors
     2. MXNet rcnn - For details, see, example/rcnn/LICENSE
          Copyright (c) 2014, 2015, The Regents of the University of California (Regents)
     3. MXNet scala-package - For details, see, scala-package/LICENSE
@@ -226,9 +226,9 @@
     5. 3rdparty/dlpack - For details, see, 3rdparty/dlpack/LICENSE
          Copyright 2017 by Contributors
     6. 3rdparty/dmlc-core - For details, see, 3rdparty/dmlc-core/LICENSE
-         Copyright (c) 2015 by Contributors 
+         Copyright (c) 2015 by Contributors
          Copyright 2015 by dmlc-core developers
-         Copyright by Contributors 
+         Copyright by Contributors
     7. 3rdparty/mshadow - For details, see, 3rdparty/mshadow/LICENSE
          Copyright (c) 2014-2016 by Contributors
          Copyright by Contributors
@@ -237,7 +237,7 @@
          Copyright 2018 by Contributors
          Copyright (c) 2018 by Xilinx, Contributors
     9. 3rdparty/tvm/dmlc-core - For details, see, 3rdparty/tvm/3rdparty/dmlc-core/LICENSE
-         Copyright (c) 2015 by Contributors 
+         Copyright (c) 2015 by Contributors
     10. 3rdparty/tvm/dlpack - For details, see, 3rdparty/tvm/3rdparty/dlpack/LICENSE
          Copyright (c) 2015-2017 by Contributors
          Copyright by Contributors
@@ -343,6 +343,12 @@
     11. Numpy einsum operator - For details, see src/operator/numpy/np_einsum_op-inl.h
          Copyright (c) 2005-2019, NumPy Developers.
          Copyright (c) 2019, The Apache Software Foundation.
+    12. Numpy einsum operator - For details, see src/operator/numpy/np_einsum_path_op-inl.h
+         Copyright (c) 2005-2019, NumPy Developers.
+         Copyright (c) 2019, The Apache Software Foundation.
+    13. Numpy einsum operator - For details, see src/operator/numpy/np_einsum_op.cc
+         Copyright (c) 2005-2019, NumPy Developers.
+         Copyright (c) 2019, The Apache Software Foundation.
 
     =======================================================================================
     2-clause BSD licenses
@@ -385,14 +391,18 @@
     5. im2col.cuh - For details, see, src/operator/nn/im2col.cuh
          Copyright (c) 2014-2017 The Regents of the University of California (Regents)
          Copyright (c) 2014-2017, the respective contributors
-
     6. deformable_im2col.h - For details, see, src/operator/contrib/nn/deformable_im2col.h
          Copyright (c) 2014-2017 The Regents of the University of California (Regents)
          Copyright (c) 2014-2017, the respective contributors
-
     7. deformable_im2col.cuh - For details, see, src/operator/contrib/nn/deformable_im2col.cuh
          Copyright (c) 2014-2017 The Regents of the University of California (Regents)
          Copyright (c) 2014-2017, the respective contributors
+    8. modulated_deformable_im2col.h - For details, see, src/operator/contrib/nn/modulated_deformable_im2col.h
+         Copyright (c) 2014-2017 The Regents of the University of California (Regents)
+         Copyright (c) 2014-2017, the respective contributors
+    9. modulated_deformable_im2col.cuh - For details, see, src/operator/contrib/nn/modulated_deformable_im2col.cuh
+         Copyright (c) 2014-2017 The Regents of the University of California (Regents)
+         Copyright (c) 2014-2017, the respective contributors
 
 
     COPYRIGHT
@@ -667,7 +677,7 @@
     <none yet>
 
     =======================================================================================
-    
+
     13. FindJeMalloc.cmake
     For details, see cmake/Modules/FindJeMalloc.cmake
 
@@ -690,14 +700,14 @@
     # execute, and transmit the Software, and to prepare derivative works of the
     # Software, and to permit third-parties to whom the Software is furnished to
     # do so, all subject to the following:
-    # 
+    #
     # The copyright notices in the Software and this entire statement, including
     # the above license grant, this restriction and the following disclaimer,
     # must be included in all copies of the Software, in whole or in part, and
     # all derivative works of the Software, unless such copies or derivative
     # works are solely in the form of machine-executable object code generated by
     # a source language processor.
-    # 
+    #
     # 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, TITLE AND NON-INFRINGEMENT. IN NO EVENT
@@ -706,7 +716,7 @@
     # ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
     # DEALINGS IN THE SOFTWARE.
 
-    Now it has been changed by Apache MXNet project. Modifications have the following license: 
+    Now it has been changed by Apache MXNet project. Modifications have the following license:
 
     # Licensed to the Apache Software Foundation (ASF) under one
     # or more contributor license agreements.  See the NOTICE file
@@ -724,8 +734,8 @@
     # KIND, either express or implied.  See the License for the
     # specific language governing permissions and limitations
     # under the License.
-    
-    
+
+
     # Copyright (c)      2014 Thomas Heller
     # Copyright (c) 2007-2012 Hartmut Kaiser
     # Copyright (c) 2010-2011 Matt Anderson
@@ -848,28 +858,28 @@
     /*
      A C-program for MT19937, with initialization improved 2002/1/26.
      Coded by Takuji Nishimura and Makoto Matsumoto.
-    
+
      Before using, initialize the state by using init_genrand(seed)
      or init_by_array(init_key, key_length).
-    
+
      Copyright (C) 1997 - 2002, Makoto Matsumoto and Takuji Nishimura,
      All rights reserved.
-    
+
      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.
-    
+
      3. The names of its contributors may not 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
@@ -881,8 +891,8 @@
      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.
-    
-    
+
+
      Any feedback is very welcome.
      http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/emt.html
      email: m-mat @ math.sci.hiroshima-u.ac.jp (remove space)
@@ -922,28 +932,28 @@
     For details, see /3rdparty/tvm/3rdparty/rang/LICENSE
 
     This is free and unencumbered software released into the public domain.
-    
+
     Anyone is free to copy, modify, publish, use, compile, sell, or
     distribute this software, either in source code form or as a compiled
     binary, for any purpose, commercial or non-commercial, and by any
     means.
-    
+
     In jurisdictions that recognize copyright laws, the author or authors
     of this software dedicate any and all copyright interest in the
     software to the public domain. We make this dedication for the benefit
     of the public at large and to the detriment of our heirs and
     successors. We intend this dedication to be an overt act of
     relinquishment in perpetuity of all present and future rights to this
     software under copyright law.
-    
+
     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 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.
-    
+
     For more information, please refer to <http://unlicense.org>
 
     20. Font-Awesome, SIL Open Font License(OFL)