[CODEGEN] Fix vector element access in metal (#872)

apps/ios_rpc/tests/ios_rpc_test.py

@@ -59,6 +59,7 @@ def test_rpc_module():
     # Start RPC test server that contains the compiled library.
     server = xcode.popen_test_rpc(proxy_host, proxy_port, key,
                                   destination=destination,
+                                  options=['-quiet'],
                                   libs=[path_dso1, path_dso2])
 
     # connect to the proxy

python/tvm/contrib/xcode.py

@@ -201,5 +201,11 @@ def popen_test_rpc(host,
     if options:
         cmd += options
     cmd += ["test"]
+    if "-quiet" in options:
+        with open(os.devnull, 'w') as devnull:
+            proc = subprocess.Popen(cmd,
+                                    stderr=subprocess.STDOUT,
+                                    stdout=devnull)
+    else:
         proc = subprocess.Popen(cmd)
     return proc

python/tvm/target.py

@@ -117,7 +117,7 @@ class Target(object):
             self.keys += ("rocm", "gpu")
             self.max_num_threads = 256
         elif target_name in ("metal", "vulkan"):
-            self.keys += ("gpu",)
+            self.keys += (target_name, "gpu",)
             self.max_num_threads = 256
         elif target_name in ("opengl",):
             self.keys += ("opengl",)

src/codegen/codegen_metal.cc

@@ -186,6 +186,20 @@ void CodeGenMetal::PrintStorageSync(const Call* op) {
   }
 }
 
+void CodeGenMetal::PrintVecElemLoad(const std::string& vec,
+                                    Type t, int i,
+                                    std::ostream& os) {  // NOLINT(*)
+  os << vec << "[" << i << "]";
+}
+
+void CodeGenMetal::PrintVecElemStore(const std::string& vec,
+                                     Type t, int i,
+                                     const std::string& value) {
+  this->PrintIndent();
+  stream << vec << "[" << i << "]"
+         << " = " << value << ";\n";
+}
+
 void CodeGenMetal::PrintStorageScope(
     const std::string& scope, std::ostream& os) { // NOLINT(*)
   if (scope == "global") {

src/codegen/codegen_metal.h

@@ -25,6 +25,12 @@ class CodeGenMetal final : public CodeGenC {
   void PrintStorageSync(const Call* op) final;  // NOLINT(*)
   void PrintType(Type t, std::ostream& os) final; // NOLINT(*)
   void BindThreadIndex(const IterVar& iv) final;  // NOLINT(*)
+  // print load of single element
+  void PrintVecElemLoad(
+      const std::string& vec, Type t, int i, std::ostream& os) final;  // NOLINT(*)
+  // print store of single element.
+  void PrintVecElemStore(
+      const std::string& vec, Type t, int i, const std::string& value) final;
   // overload visitor
   void VisitExpr_(const Broadcast* op, std::ostream& os) final; // NOLINT(*)