Merge branch 'develop' of https://github.com/ROCmSoftwarePlatform/AMDMIGraphX...

Merge branch 'develop' of https://github.com/ROCmSoftwarePlatform/AMDMIGraphX into conv_same_padding

src/env.cpp

@@ -21,6 +21,14 @@ bool disabled(const char* name)
     return contains({"0", "disable", "disabled", "no", "false"}, e.front());
 }
 
+std::size_t value_of(const char* name)
+{
+    auto e = env(name);
+    if(e.empty())
+        return 0;
+    return std::stoul(e.front());
+}
+
 std::vector<std::string> env(const char* name)
 {
     auto p = std::getenv(name);

src/include/migraphx/env.hpp

@@ -19,6 +19,8 @@ bool enabled(const char* name);
 bool disabled(const char* name);
 std::vector<std::string> env(const char* name);
 
+std::size_t value_of(const char* name);
+
 template <class T>
 bool enabled(T)
 {
@@ -33,6 +35,13 @@ bool disabled(T)
     return result;
 }
 
+template <class T>
+std::size_t value_of(T)
+{
+    static const std::size_t result = value_of(T::value());
+    return result;
+}
+
 } // namespace MIGRAPHX_INLINE_NS
 } // namespace migraphx
 

src/include/migraphx/raw_data.hpp

@@ -27,7 +27,8 @@ struct raw_data : raw_data_base
     template <class Stream>
     friend Stream& operator<<(Stream& os, const Derived& d)
     {
-        d.visit([&](auto x) { os << x; });
+        if(not d.empty())
+            d.visit([&](auto x) { os << x; });
         return os;
     }
 
@@ -40,8 +41,11 @@ struct raw_data : raw_data_base
     template <class Visitor>
     void visit_at(Visitor v, std::size_t n = 0) const
     {
-        auto&& s      = static_cast<const Derived&>(*this).get_shape();
-        auto&& buffer = static_cast<const Derived&>(*this).data();
+        auto&& derived = static_cast<const Derived&>(*this);
+        if(derived.empty())
+            MIGRAPHX_THROW("Visiting empty data!");
+        auto&& s      = derived.get_shape();
+        auto&& buffer = derived.data();
         s.visit_type([&](auto as) { v(*(as.from(buffer) + s.index(n))); });
     }
 
@@ -55,8 +59,11 @@ struct raw_data : raw_data_base
     template <class Visitor>
     void visit(Visitor v) const
     {
-        auto&& s      = static_cast<const Derived&>(*this).get_shape();
-        auto&& buffer = static_cast<const Derived&>(*this).data();
+        auto&& derived = static_cast<const Derived&>(*this);
+        if(derived.empty())
+            MIGRAPHX_THROW("Visiting empty data!");
+        auto&& s      = derived.get_shape();
+        auto&& buffer = derived.data();
         s.visit_type([&](auto as) { v(make_view(s, as.from(buffer))); });
     }
 

src/include/migraphx/tensor_view.hpp

@@ -12,6 +12,14 @@
 namespace migraphx {
 inline namespace MIGRAPHX_INLINE_NS {
 
+template <class T>
+T as_number(T x)
+{
+    return x;
+}
+inline int32_t as_number(int8_t x) { return static_cast<int32_t>(x); }
+inline uint32_t as_number(uint8_t x) { return static_cast<uint32_t>(x); }
+
 template <class T>
 struct tensor_view
 {
@@ -130,10 +138,10 @@ struct tensor_view
     {
         if(!x.empty())
         {
-            os << x.front();
+            os << as_number(x.front());
             for(std::size_t i = 1; i < x.m_shape.elements(); i++)
             {
-                os << ", " << x.m_data[x.m_shape.index(i)];
+                os << ", " << as_number(x.m_data[x.m_shape.index(i)]);
             }
         }
         return os;

src/program.cpp

@@ -437,13 +437,20 @@ argument program::eval(std::unordered_map<std::string, argument> params) const
 #else
     auto check_context = [](auto f) { return f(); };
 #endif
-    if(enabled(MIGRAPHX_TRACE_EVAL{}))
+
+    auto trace_level = value_of(MIGRAPHX_TRACE_EVAL{});
+
+    if(trace_level > 0)
     {
         return generic_eval(*this, ctx, std::move(params), [&](auto& ins, auto f) {
             ctx.finish();
             std::cout << "Run instruction: ";
             this->debug_print(ins);
-            return check_context(f);
+            auto result = check_context(f);
+            ctx.finish();
+            if(trace_level > 1 and ins->name().front() != '@' and ins->name() != "load")
+                std::cout << "Ouput: " << result << std::endl;
+            return result;
         });
     }
     else