add macro in CMakeLists.txt to differ backend d and gpu, add modification statement

CMakeLists.txt

@@ -98,6 +98,9 @@ add_definitions(-DDMLC_LOG_CUSTOMIZE=1)
 if(USE_AKG_LOG)
   add_definitions(-DUSE_AKG_LOG=1)
 endif()
+if(NOT USE_CUDA)
+  add_definitions("-DBACKEND_D")
+endif()
 
 # Generic compilation options
 include(CheckCXXCompilerFlag)

third_party/incubator-tvm/src/pass/split_host_device.cc

@@ -234,33 +234,32 @@ class HostDeviceSplitter : public IRMutator {
       }
     }
 
-    const char* mode = getenv("RUNTIME_MODE");
-    if (mode) {
-      std::shared_ptr<LoweredFuncNode> na = std::make_shared<LoweredFuncNode>();
-      for (unsigned i = 0; i < (unsigned)args_real.size(); i++) {
-        bool match = false;
-        for (unsigned j = 0; j < (unsigned)n->args.size(); j++) {
-          if (strcmp(args_real[i].get()->name_hint.c_str(), n->args[j].get()->name_hint.c_str()) == 0) {
-            na->args.push_back(n->args[j]);
-            match = true;
-            break;
-          } else {
-            continue;
-          }
+#ifdef BACKEND_D
+    std::shared_ptr<LoweredFuncNode> na = std::make_shared<LoweredFuncNode>();
+    for (unsigned i = 0; i < (unsigned)args_real.size(); i++) {
+      bool match = false;
+      for (unsigned j = 0; j < (unsigned)n->args.size(); j++) {
+        if (strcmp(args_real[i].get()->name_hint.c_str(), n->args[j].get()->name_hint.c_str()) == 0) {
+          na->args.push_back(n->args[j]);
+          match = true;
+          break;
+        } else {
+          continue;
         }
+      }
 
-        if (!match) {
-          na->args.push_back(args_real[i]);
-          // mark handle data type.
-          for (auto kv : handle_data_type_) {
-            if (strcmp(args_real[i].get()->name_hint.c_str(), kv.first->name_hint.c_str()) == 0) {
-              n->handle_data_type.Set(args_real[i], kv.second);
-            }
+      if (!match) {
+        na->args.push_back(args_real[i]);
+        // mark handle data type.
+        for (auto kv : handle_data_type_) {
+          if (strcmp(args_real[i].get()->name_hint.c_str(), kv.first->name_hint.c_str()) == 0) {
+            n->handle_data_type.Set(args_real[i], kv.second);
           }
         }
       }
-      n->args = na->args;
     }
+    n->args = na->args;
+#endif
     
     LoweredFunc f_device(n);
     Array<Expr> call_args;

third_party/patch/incubator-tvm/incubator-tvm.patch

-diff -uprN tvm_orig/python/tvm/_ffi/base.py tvm/python/tvm/_ffi/base.py
---- tvm_orig/python/tvm/_ffi/base.py	2020-04-13 20:18:09.519984547 +0800
-+++ tvm/python/tvm/_ffi/base.py	2020-04-13 20:14:21.510253128 +0800
-@@ -48,7 +48,18 @@ else:
+diff -Npur tvm_orig/python/tvm/_ffi/base.py tvm/python/tvm/_ffi/base.py
+--- tvm_orig/python/tvm/_ffi/base.py	2020-07-16 14:39:28.859033775 +0800
++++ tvm/python/tvm/_ffi/base.py	2020-07-16 14:42:26.594223690 +0800
+@@ -16,6 +16,11 @@
+ # under the License.
+ # coding: utf-8
+ # pylint: disable=invalid-name
++
++#
++# 2020.7.16 - Modify _load_lib function to find the correct library.
++#
++
+ """Base library for TVM FFI."""
+ from __future__ import absolute_import
+
+@@ -48,7 +53,18 @@ else:
  
  def _load_lib():
      """Load libary by searching possible path."""
@@ -21,10 +33,22 @@ diff -uprN tvm_orig/python/tvm/_ffi/base.py tvm/python/tvm/_ffi/base.py
      lib = ctypes.CDLL(lib_path[0], ctypes.RTLD_GLOBAL)
      # DMatrix functions
      lib.TVMGetLastError.restype = ctypes.c_char_p
-diff -uprN tvm_orig/topi/python/topi/cpp/impl.py tvm/topi/python/topi/cpp/impl.py
---- tvm_orig/topi/python/topi/cpp/impl.py	2020-04-13 20:18:09.535984509 +0800
-+++ tvm/topi/python/topi/cpp/impl.py	2020-04-13 20:16:41.784427200 +0800
-@@ -31,11 +31,18 @@ def _get_lib_names():
+diff -Npur tvm_orig/topi/python/topi/cpp/impl.py tvm/topi/python/topi/cpp/impl.py
+--- tvm_orig/topi/python/topi/cpp/impl.py	2020-07-16 14:40:07.754722324 +0800
++++ tvm/topi/python/topi/cpp/impl.py	2020-07-16 14:42:56.638225874 +0800
+@@ -14,6 +14,11 @@
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
++
++#
++# 2020.7.16 - Modify _load_lib function to find the correct library.
++#
++
+ """Load Lib for C++ TOPI ops and schedules"""
+ import sys
+ import os
+@@ -31,11 +36,18 @@ def _get_lib_names():
  
  def _load_lib():
      """Load libary by searching possible path."""