diff --git a/python/tvm/contrib/rocm.py b/python/tvm/contrib/rocm.py
index ee956c85e0ed..0f72a4694a82 100644
--- a/python/tvm/contrib/rocm.py
+++ b/python/tvm/contrib/rocm.py
@@ -1,7 +1,8 @@
 """Utility for ROCm backend"""
 import subprocess
+from os.path import join
 from . import util
-from ..api import register_func
+from ..api import register_func, convert
 
 def rocm_link(in_file, out_file):
     """Link relocatable ELF object to shared ELF object using lld
@@ -49,3 +50,32 @@ def callback_rocm_link(obj_bin):
     rocm_link(tmp_obj, tmp_cobj)
     cobj_bin = bytearray(open(tmp_cobj, "rb").read())
     return cobj_bin
+
+@register_func("tvm_callback_rocm_bitcode_path")
+def callback_rocm_bitcode_path(rocdl_dir="/opt/rocm/lib/"):
+    """Utility function to find ROCm device library bitcodes
+
+    Parameters
+    ----------
+    rocdl_dir : str
+        The path to rocm library directory
+        The default value is the standard location
+    """
+    # seems link order matters.
+    bitcode_files = [
+        "oclc_daz_opt_on.amdgcn.bc",
+        "ocml.amdgcn.bc",
+        "hc.amdgcn.bc",
+        "irif.amdgcn.bc",
+        "ockl.amdgcn.bc",
+        "oclc_correctly_rounded_sqrt_off.amdgcn.bc",
+        "oclc_correctly_rounded_sqrt_on.amdgcn.bc",
+        "oclc_daz_opt_off.amdgcn.bc",
+        "oclc_finite_only_off.amdgcn.bc",
+        "oclc_finite_only_on.amdgcn.bc",
+        "oclc_isa_version_803.amdgcn.bc",
+        "oclc_isa_version_900.amdgcn.bc",
+        "oclc_unsafe_math_off.amdgcn.bc",
+        "oclc_unsafe_math_on.amdgcn.bc"
+    ]
+    return convert([join(rocdl_dir, bitcode) for bitcode in bitcode_files])
diff --git a/src/codegen/llvm/codegen_amdgpu.cc b/src/codegen/llvm/codegen_amdgpu.cc
index f3d9d811eec1..f49f2283210f 100644
--- a/src/codegen/llvm/codegen_amdgpu.cc
+++ b/src/codegen/llvm/codegen_amdgpu.cc
@@ -161,6 +161,24 @@ runtime::Module BuildAMDGPU(Array<LoweredFunc> funcs, std::string target) {
     cg->AddFunction(f);
   }
 
+  const auto *find_rocm_bitcodes =
+      tvm::runtime::Registry::Get("tvm_callback_rocm_bitcode_path");
+  Array<Expr> bitcode_files = (*find_rocm_bitcodes)();
+
+  for (auto &bitcode : bitcode_files) {
+    std::string path = bitcode.as<StringImm>()->value;
+    llvm::SMDiagnostic err;
+    std::unique_ptr<llvm::Module> mlib = llvm::parseIRFile(path, err, *ctx);
+    if (mlib.get() == nullptr) {
+      std::string msg = err.getMessage();
+      LOG(FATAL) << "Fail to load bitcode file " << path << "\n"
+                 << "line " << err.getLineNo() << ":" << msg;
+    }
+    mlib->setTargetTriple(tm->getTargetTriple().str());
+    mlib->setDataLayout(tm->createDataLayout());
+    cg->AddLinkModule(std::move(mlib));
+  }
+
   std::unique_ptr<llvm::Module> module = cg->Finish();
   llvm::SmallString<8> dataObj, data_ll, dataAsm;
   llvm::raw_svector_ostream destObj(dataObj), dest_ll(data_ll), destAsm(dataAsm);
diff --git a/src/codegen/llvm/codegen_llvm.cc b/src/codegen/llvm/codegen_llvm.cc
index cb2eae40eaeb..2654dee0f7e5 100644
--- a/src/codegen/llvm/codegen_llvm.cc
+++ b/src/codegen/llvm/codegen_llvm.cc
@@ -516,11 +516,10 @@ llvm::Value* CodeGenLLVM::GetVarValue(const Variable* v) const {
 }
 
 llvm::Value* CodeGenLLVM::CreateCallExtern(const Call* op) {
-  CHECK_GE(op->args.size(), 1U);
   std::vector<llvm::Value*> arg_value;
   std::vector<llvm::Type*> arg_type;
-  for (size_t i = 1; i < op->args.size(); ++i) {
-    arg_value.push_back(MakeValue(op->args[i + 1]));
+  for (size_t i = 0; i < op->args.size(); ++i) {
+    arg_value.push_back(MakeValue(op->args[i]));
     arg_type.push_back(arg_value.back()->getType());
   }
   llvm::FunctionType* ftype = llvm::FunctionType::get(
diff --git a/src/codegen/llvm/intrin_rule_rocm.cc b/src/codegen/llvm/intrin_rule_rocm.cc
new file mode 100644
index 000000000000..e64a4fce4f27
--- /dev/null
+++ b/src/codegen/llvm/intrin_rule_rocm.cc
@@ -0,0 +1,48 @@
+/*!
+ *  Copyright (c) 2017 by Contributors
+ * \file intrin_rule_llvm.cc
+ */
+#ifdef TVM_LLVM_VERSION
+
+#include "./intrin_rule_llvm.h"
+#include <tvm/ir.h>
+#include <tvm/expr.h>
+#include <tvm/api_registry.h>
+#include <sstream>
+
+namespace tvm {
+namespace codegen {
+
+inline void DispatchExternOCML(const TVMArgs& args, TVMRetValue* rv) {
+  Expr e = args[0];
+  using namespace ir;
+  const Call* call = e.as<Call>();
+  CHECK(call != nullptr);
+  std::ostringstream intrinsic_name;
+  intrinsic_name << "__ocml_" << call->name << "_f" << call->type.bits();
+  *rv = Call::make(call->type, intrinsic_name.str(), call->args,
+                   Call::PureExtern);
+}
+
+namespace llvm {
+
+TVM_REGISTER_GLOBAL("tvm.intrin.rule.rocm.exp")
+.set_body(DispatchExternOCML);
+
+TVM_REGISTER_GLOBAL("tvm.intrin.rule.rocm.fma")
+.set_body(DispatchExternOCML);
+
+TVM_REGISTER_GLOBAL("tvm.intrin.rule.rocm.log")
+.set_body(DispatchExternOCML);
+
+TVM_REGISTER_GLOBAL("tvm.intrin.rule.rocm.sqrt")
+.set_body(DispatchExternOCML);
+
+TVM_REGISTER_GLOBAL("tvm.intrin.rule.rocm.pow")
+.set_body(DispatchExternOCML);
+
+}  // namespace llvm
+}  // namespace codegen
+}  // namespace tvm
+
+#endif  // LLVM_VERSION