Merge branch 'main' into aluo/support-negative-indices

* main: (80 commits)
  Introduce centralised name transformation functions (apache#9088)
  [OpenCL] Add vectorization to cuda conv2d_nhwc schedule (apache#8636)
  [6/6] Arm(R) Ethos(TM)-U NPU codegen integration with `tvmc` (apache#8854)
  [microTVM] Add wrapper for creating project using a MLF (apache#9090)
  Fix typo (apache#9156)
  [Hotfix][Testing] Wait for RPCServer to be established (apache#9150)
  Update find cublas so it search default path if needed. (apache#9149)
  [TIR][LowerMatchBuffer] Fix lowering strides when source region has higher dimension than the buffer (apache#9145)
  Fix flaky NMS test by making sure scores are unique (apache#9140)
  [Relay] Merge analysis/context_analysis.cc and transforms/device_annotation.cc (apache#9038)
  [LLVM] Make changes needed for opaque pointers (apache#9138)
  Arm(R) Ethos(TM)-U NPU codegen integration (apache#8849)
  [CI] Split Integration tests out of first phase of pipeline (apache#9128)
  [Meta Schedule][M3b] Runner (apache#9111)
  Fix Google Mock differences between Ubuntu 18.04 and 16.04 (apache#9141)
  [TIR] add loop partition hint pragma (apache#9121)
  fix things (apache#9146)
  [Meta Schedule][M3a] SearchStrategy (apache#9132)
  [Frontend][PyTorch] support for quantized conv_transpose2d op (apache#9133)
  [UnitTest] Parametrized test_conv2d_int8_intrinsics (apache#9143)
  ...

Author: AndrewZhaoLuo

.github/workflows/main.yml

@@ -42,11 +42,6 @@ jobs:
     - uses: actions/checkout@v2
     - name: Initialize submodules
       run: git submodule update --recursive --init
-    - name: Lint Python
-      if: startsWith(matrix.os, 'macOS')
-      run: |
-        python3 -m pip install flake8
-        python3 -m flake8 . --count --select=E9,F63,F7 --show-source --statistics
     - uses: actions/cache@v1
       env:
         CACHE_NUMBER: 0

CMakeLists.txt

@@ -586,7 +586,7 @@ endif()
 # Create the `cpptest` target if we can find GTest.  If not, we create dummy
 # targets that give the user an informative error message.
 if(GTEST_INCLUDE_DIR AND GTEST_LIB)
-  file(GLOB TEST_SRCS tests/cpp/*.cc)
+  file(GLOB_RECURSE TEST_SRCS tests/cpp/*.cc)
   add_executable(cpptest ${TEST_SRCS})
   target_include_directories(cpptest SYSTEM PUBLIC ${GTEST_INCLUDE_DIR})
   target_link_libraries(cpptest PRIVATE ${TVM_TEST_LIBRARY_NAME} ${GTEST_LIB} gtest_main pthread dl)

CONTRIBUTORS.md

@@ -136,6 +136,7 @@ We do encourage everyone to work anything they are interested in.
 - [Jon Soifer](https://github.com/soiferj): @soiferj
 - [Zhixun Tan](https://github.com/phisiart): @phisiart
 - [Andrew Tulloch](https://github.com/ajtulloch): @ajtulloch
+- [Jorn Tuyls](https://github.com/jtuyls): @jtuyls
 - [Luis Vega](https://github.com/vegaluisjose): @vegaluisjose
 - [Thomas Viehmann](https://github.com/t-vi): @t-vi
 - [Yao Wang](https://github.com/kevinthesun): @kevinthesun

Jenkinsfile

@@ -209,7 +209,7 @@ stage('Build') {
         make(ci_gpu, 'build', '-j2')
         pack_lib('gpu', tvm_multilib)
         // compiler test
-        sh "${docker_run} ${ci_gpu} ./tests/scripts/task_config_build_gpu_vulkan.sh"
+        sh "${docker_run} ${ci_gpu} ./tests/scripts/task_config_build_gpu_other.sh"
         make(ci_gpu, 'build2', '-j2')
       }
     }
@@ -224,7 +224,6 @@ stage('Build') {
         timeout(time: max_time, unit: 'MINUTES') {
           sh "${docker_run} ${ci_cpu} ./tests/scripts/task_ci_setup.sh"
           sh "${docker_run} ${ci_cpu} ./tests/scripts/task_python_unittest.sh"
-          sh "${docker_run} ${ci_cpu} ./tests/scripts/task_python_integration.sh"
           sh "${docker_run} ${ci_cpu} ./tests/scripts/task_python_vta_fsim.sh"
           sh "${docker_run} ${ci_cpu} ./tests/scripts/task_python_vta_tsim.sh"
           // sh "${docker_run} ${ci_cpu} ./tests/scripts/task_golang.sh"
@@ -300,6 +299,19 @@ stage('Unit Test') {
       }
     }
   },
+  'python3: CPU': {
+    node('CPU') {
+      ws(per_exec_ws("tvm/ut-python-cpu")) {
+        init_git()
+        unpack_lib('cpu', tvm_multilib_tsim)
+        timeout(time: max_time, unit: 'MINUTES') {
+          sh "${docker_run} ${ci_cpu} ./tests/scripts/task_ci_setup.sh"
+          sh "${docker_run} ${ci_cpu} ./tests/scripts/task_python_integration.sh"
+          junit "build/pytest-results/*.xml"
+        }
+      }
+    }
+  },
   'python3: i386': {
     node('CPU') {
       ws(per_exec_ws("tvm/ut-python-i386")) {

apps/ios_rpc/CMakeLists.txt

@@ -39,7 +39,7 @@ endif()
 # It is required to load unsigned shared modules on real iOS devices
 ExternalProject_Add(custom_dso_loader
         GIT_REPOSITORY https://github.com/octoml/macho-dyld.git
-        GIT_TAG 48d1e8b5c40c7f5b744cb089634af17dd86125b2
+        GIT_TAG 0742b8129de7df1130be355b74faa8c036265bfc
         PREFIX custom_dso_loader
         LOG_DOWNLOAD TRUE
         LOG_CONFIGURE TRUE
@@ -54,24 +54,30 @@ ExternalProject_Add(custom_dso_loader
             -DCMAKE_BUILD_WITH_INSTALL_NAME_DIR=${CMAKE_BUILD_WITH_INSTALL_NAME_DIR}
         )
 
+if(NOT CMAKE_IOS_RPC_BUNDLE)
+    set(CMAKE_IOS_RPC_BUNDLE org.apache.tvmrpc)
+endif()
+
 # iOS RPC Xcode project wrapper to integrate into Cmake
 ExternalProject_Add(ios_rpc
         PREFIX ios_rpc
-        DEPENDS custom_dso_loader
+        DEPENDS custom_dso_loader tvm_runtime
         SOURCE_DIR ${CMAKE_CURRENT_LIST_DIR}
         CONFIGURE_COMMAND ""
         INSTALL_COMMAND ""
         BUILD_COMMAND xcodebuild
-            -scheme tvmrpc
+            -target tvmrpc
             -configuration ${CMAKE_BUILD_TYPE}
             -project <SOURCE_DIR>/tvmrpc.xcodeproj
-            -derivedDataPath <BINARY_DIR>
             -sdk ${CMAKE_OSX_SYSROOT}
             -arch ${CMAKE_OSX_ARCHITECTURES}
             -hideShellScriptEnvironment
+            -allowProvisioningUpdates
             build
+                SYMROOT=<BINARY_DIR>
                 IPHONEOS_DEPLOYMENT_TARGET=${CMAKE_OSX_DEPLOYMENT_TARGET}
                 DEVELOPMENT_TEAM=${CMAKE_XCODE_ATTRIBUTE_DEVELOPMENT_TEAM}
                 TVM_BUILD_DIR=${CMAKE_BINARY_DIR}
-                USE_CUSTOM_DSO_LOADER=YES
+                USE_CUSTOM_DSO_LOADER=1
+                PRODUCT_BUNDLE_IDENTIFIER=${CMAKE_IOS_RPC_BUNDLE}
         )