Add eval function to instruction

src/include/migraphx/instruction.hpp

@@ -71,6 +71,8 @@ struct instruction
     static void
     replace(instruction_ref ins, operation o, const shape& r, std::vector<instruction_ref> args);
 
+    argument eval() const;
+
     static instruction_ref get_output_alias(instruction_ref ins);
 
     private:

src/include/migraphx/operation.hpp

@@ -53,6 +53,9 @@ struct operation
     friend std::ostream& operator<<(std::ostream& os, const operation& op);
 };
 
+/// Returns true if operation does not require a context to run compute
+bool is_context_free(const operation& x);
+
 #else
 
 namespace operation_stream {
@@ -89,7 +92,7 @@ auto operator==(const T& x, const U& y) -> decltype(x.name() == y.name())
 } // namespace operation_equal
 
 template <class T>
-auto compute_op(rank<1>,
+auto compute_op(rank<2>,
                 const T& x,
                 context& ctx,
                 const shape& output_shape,
@@ -99,6 +102,14 @@ auto compute_op(rank<1>,
     return x.compute(auto_any_cast(ctx), output_shape, input);
 }
 
+template <class T>
+auto compute_op(
+    rank<1>, const T& x, context&, const shape& output_shape, const std::vector<argument>& input)
+    -> decltype(x.compute(output_shape, input))
+{
+    return x.compute(output_shape, input);
+}
+
 template <class T>
 argument compute_op(rank<0>, const T& x, context&, const shape&, const std::vector<argument>&)
 {
@@ -110,7 +121,53 @@ template <class T>
 argument
 compute_op(const T& x, context& ctx, const shape& output_shape, const std::vector<argument>& input)
 {
-    return compute_op(rank<1>{}, x, ctx, output_shape, input);
+    return compute_op(rank<2>{}, x, ctx, output_shape, input);
+}
+
+template <class T>
+auto compute_op(rank<2>, const T& x, const shape& output_shape, const std::vector<argument>& input)
+    -> decltype(x.compute(output_shape, input))
+{
+    return x.compute(output_shape, input);
+}
+
+template <class T>
+auto compute_op(rank<1>, const T& x, const shape& output_shape, const std::vector<argument>& input)
+    -> decltype(x.compute(auto_any_cast(std::declval<context&>()), output_shape, input))
+{
+    std::string name = x.name();
+    MIGRAPHX_THROW("Not computable without a context: " + name);
+}
+
+template <class T>
+argument compute_op(rank<0>, const T& x, const shape&, const std::vector<argument>&)
+{
+    std::string name = x.name();
+    MIGRAPHX_THROW("Not computable: " + name);
+}
+
+template <class T>
+argument compute_op(const T& x, const shape& output_shape, const std::vector<argument>& input)
+{
+    return compute_op(rank<2>{}, x, output_shape, input);
+}
+
+template <class T>
+auto is_context_free_op(rank<1>,
+                        const T& x,
+                        const shape& output_shape,
+                        const std::vector<argument>& input)
+    -> decltype(x.compute(output_shape, input), std::true_type{});
+
+template <class T>
+auto is_context_free_op(rank<0>, const T&, const shape&, const std::vector<argument>&)
+    -> std::false_type;
+
+template <class T>
+auto is_context_free_op(const T& x) -> decltype(is_context_free_op(
+    rank<1>{}, x, std::declval<const shape&>(), std::declval<std::vector<argument>>()))
+{
+    return {};
 }
 
 template <class T>
@@ -138,9 +195,11 @@ int output_alias_op(const T& x, const std::vector<shape>& shapes)
  * struct operation
  * {
  *      std::string name() const;
+ *      bool is_context_free() const;
  *      int output_alias(const std::vector<shape>& input) const;
  *      shape compute_shape(const std::vector<shape>& input) const;
  *      argument compute(context& ctx,const shape& output,const std::vector<argument>& input) const;
+ *      argument compute(const shape& output,const std::vector<argument>& input) const;
  *     friend std::ostream & operator<<(std::ostream & os,const operation & op) ;
  *     friend bool operator==(const operation & x,const operation & y) ;
  * };
@@ -210,6 +269,12 @@ struct operation
         return (*this).private_detail_te_get_handle().name();
     }
 
+    bool is_context_free() const
+    {
+        assert((*this).private_detail_te_handle_mem_var);
+        return (*this).private_detail_te_get_handle().is_context_free();
+    }
+
     int output_alias(const std::vector<shape>& input) const
     {
         assert((*this).private_detail_te_handle_mem_var);
@@ -228,6 +293,12 @@ struct operation
         return (*this).private_detail_te_get_handle().compute(ctx, output, input);
     }
 
+    argument compute(const shape& output, const std::vector<argument>& input) const
+    {
+        assert((*this).private_detail_te_handle_mem_var);
+        return (*this).private_detail_te_get_handle().compute(output, input);
+    }
+
     friend std::ostream& operator<<(std::ostream& os, const operation& op)
     {
         assert(op.private_detail_te_handle_mem_var);
@@ -248,10 +319,12 @@ struct operation
         virtual const std::type_info& type() const                                = 0;
 
         virtual std::string name() const                                   = 0;
+        virtual bool is_context_free() const                               = 0;
         virtual int output_alias(const std::vector<shape>& input) const    = 0;
         virtual shape compute_shape(const std::vector<shape>& input) const = 0;
         virtual argument
         compute(context& ctx, const shape& output, const std::vector<argument>& input) const    = 0;
+        virtual argument compute(const shape& output, const std::vector<argument>& input) const = 0;
         virtual std::ostream& operator_shift_left(std::ostream& os) const                       = 0;
         virtual bool operator==(const operation& y) const                                       = 0;
     };
@@ -286,6 +359,12 @@ struct operation
 
         std::string name() const override { return private_detail_te_value.name(); }
 
+        bool is_context_free() const override
+        {
+
+            return is_context_free_op(private_detail_te_value);
+        }
+
         int output_alias(const std::vector<shape>& input) const override
         {
 
@@ -306,6 +385,12 @@ struct operation
             return compute_op(private_detail_te_value, ctx, output, input);
         }
 
+        argument compute(const shape& output, const std::vector<argument>& input) const override
+        {
+
+            return compute_op(private_detail_te_value, output, input);
+        }
+
         std::ostream& operator_shift_left(std::ostream& os) const override
         {
             using migraphx::operation_stream::operator<<;
@@ -385,6 +470,14 @@ inline const ValueType& any_cast(const operation& x)
 
 inline bool operator!=(const operation& x, const operation& y) { return !(x == y); }
 
+inline bool is_context_free(const operation& op) { return op.is_context_free(); }
+
+template <class T>
+bool is_context_free(const T& x)
+{
+    return is_context_free_op(x);
+}
+
 #endif
 
 } // namespace MIGRAPHX_INLINE_NS

src/include/migraphx/operators.hpp

@@ -16,7 +16,7 @@ namespace op {
 
 struct not_computable
 {
-    argument compute(context&, const shape&, const std::vector<argument>&) const
+    argument compute(const shape&, const std::vector<argument>&) const
     {
         MIGRAPHX_THROW("not computable");
     }
@@ -296,7 +296,7 @@ struct transpose
         }
         return {t, output_lens, output_strides};
     }
-    argument compute(context&, shape output_shape, std::vector<argument> args) const
+    argument compute(shape output_shape, std::vector<argument> args) const
     {
         return {std::move(output_shape), std::move(args.front().data)};
     }
@@ -437,7 +437,7 @@ struct slice
         }
         return shape{t, new_lens, old_strides};
     }
-    argument compute(context&, shape output_shape, std::vector<argument> args) const
+    argument compute(shape output_shape, std::vector<argument> args) const
     {
         auto input  = args[0];
         auto offset = compute_offset(input.get_shape()) * output_shape.type_size();
@@ -487,7 +487,7 @@ struct squeeze
         }
         return shape{type, new_lens};
     }
-    argument compute(context&, shape output_shape, std::vector<argument> args) const
+    argument compute(shape output_shape, std::vector<argument> args) const
     {
         return {std::move(output_shape), std::move(args.front().data)};
     }
@@ -526,7 +526,7 @@ struct unsqueeze
         }
         return shape{type, new_lens};
     }
-    argument compute(context&, shape output_shape, std::vector<argument> args) const
+    argument compute(shape output_shape, std::vector<argument> args) const
     {
         return {std::move(output_shape), std::move(args.front().data)};
     }
@@ -578,7 +578,7 @@ struct reshape
             MIGRAPHX_THROW("Wrong number of elements for reshape");
         return s;
     }
-    argument compute(context&, shape output_shape, std::vector<argument> args) const
+    argument compute(shape output_shape, std::vector<argument> args) const
     {
         return {std::move(output_shape), std::move(args.front().data)};
     }
@@ -624,7 +624,7 @@ struct identity
 {
     std::string name() const { return "identity"; }
     shape compute_shape(std::vector<shape> inputs) const { return inputs.at(0); }
-    argument compute(context&, shape output_shape, std::vector<argument> args) const
+    argument compute(shape output_shape, std::vector<argument> args) const
     {
         return {std::move(output_shape), std::move(args.at(0).data)};
     }
@@ -742,7 +742,7 @@ struct flatten
             std::accumulate(lens.begin() + axis, lens.end(), std::size_t{1}, std::multiplies<>{});
         return {inputs.at(0).type(), {x, y}};
     }
-    argument compute(context&, shape output_shape, std::vector<argument> args) const
+    argument compute(shape output_shape, std::vector<argument> args) const
     {
         return {std::move(output_shape), std::move(args.front().data)};
     }
@@ -794,7 +794,7 @@ struct broadcast
             return {t, broadcast_shape.lens(), std::move(bcast_strides)};
         }
     }
-    argument compute(context&, shape output_shape, std::vector<argument> args) const
+    argument compute(shape output_shape, std::vector<argument> args) const
     {
         return {std::move(output_shape), std::move(args.at(0).data)};
     }
@@ -836,7 +836,7 @@ struct multibroadcast
         }
         return {t, output_lens, bcast_strides};
     }
-    argument compute(context&, shape output_shape, std::vector<argument> args) const
+    argument compute(shape output_shape, std::vector<argument> args) const
     {
         return {std::move(output_shape), std::move(args.at(0).data)};
     }
@@ -858,7 +858,7 @@ struct scalar
         return {t, scalar_bcast.lens(), strides};
     }
 
-    argument compute(context&, shape output_shape, std::vector<argument> args) const
+    argument compute(shape output_shape, std::vector<argument> args) const
     {
         return {std::move(output_shape), std::move(args.at(0).data)};
     }
@@ -923,7 +923,7 @@ struct load
         check_shapes{inputs}.has(1);
         return s;
     }
-    argument compute(context&, const shape&, const std::vector<argument>& args) const
+    argument compute(const shape&, const std::vector<argument>& args) const
     {
         return {s, args[0].data() + offset};
     }
@@ -946,7 +946,7 @@ struct outline
         check_shapes{inputs, *this}.has(0);
         return s;
     }
-    argument compute(context&, const shape&, const std::vector<argument>&) const
+    argument compute(const shape&, const std::vector<argument>&) const
     {
         return {s, nullptr};
     }

src/instruction.cpp

@@ -170,6 +170,26 @@ std::vector<shape> compute_shapes(const std::vector<instruction_ref>& args)
     return shapes;
 }
 
+argument instruction::eval() const
+{
+    if(op.name() == "@literal")
+    {
+        return this->get_literal().get_argument();
+    }
+    if(is_context_free(op))
+    {
+        std::vector<argument> args;
+        for(auto&& arg : this->inputs())
+        {
+            argument a = arg->eval();
+            if(a.empty()) return {};
+            args.push_back(a);
+        }
+        return op.compute(result, args);
+    }
+    return {};
+}
+
 instruction_ref instruction::get_output_alias(instruction_ref ins)
 {
     auto i = ins->get_operator().output_alias(compute_shapes(ins->inputs()));

tools/include/operation.hpp

@@ -53,6 +53,9 @@ struct operation
     friend std::ostream& operator<<(std::ostream& os, const operation& op);
 };
 
+/// Returns true if operation does not require a context to run compute
+bool is_context_free(const operation& x);
+
 #else
 
 namespace operation_stream {
@@ -89,7 +92,7 @@ auto operator==(const T& x, const U& y) -> decltype(x.name() == y.name())
 } // namespace operation_equal
 
 template <class T>
-auto compute_op(rank<1>,
+auto compute_op(rank<2>,
                 const T& x,
                 context& ctx,
                 const shape& output_shape,
@@ -99,6 +102,17 @@ auto compute_op(rank<1>,
     return x.compute(auto_any_cast(ctx), output_shape, input);
 }
 
+template <class T>
+auto compute_op(rank<1>,
+                const T& x,
+                context&,
+                const shape& output_shape,
+                const std::vector<argument>& input)
+    -> decltype(x.compute(output_shape, input))
+{
+    return x.compute(output_shape, input);
+}
+
 template <class T>
 argument compute_op(rank<0>, const T& x, context&, const shape&, const std::vector<argument>&)
 {
@@ -110,7 +124,54 @@ template <class T>
 argument
 compute_op(const T& x, context& ctx, const shape& output_shape, const std::vector<argument>& input)
 {
-    return compute_op(rank<1>{}, x, ctx, output_shape, input);
+    return compute_op(rank<2>{}, x, ctx, output_shape, input);
+}
+
+template <class T>
+auto compute_op(rank<2>,
+                const T& x,
+                const shape& output_shape,
+                const std::vector<argument>& input)
+    -> decltype(x.compute(output_shape, input))
+{
+    return x.compute(output_shape, input);
+}
+
+template <class T>
+auto compute_op(rank<1>,
+                const T& x,
+                const shape& output_shape,
+                const std::vector<argument>& input)
+    -> decltype(x.compute(auto_any_cast(std::declval<context&>()), output_shape, input))
+{
+    std::string name = x.name();
+    MIGRAPHX_THROW("Not computable without a context: " + name);
+}
+
+template <class T>
+argument compute_op(rank<0>, const T& x, const shape&, const std::vector<argument>&)
+{
+    std::string name = x.name();
+    MIGRAPHX_THROW("Not computable: " + name);
+}
+
+template <class T>
+argument
+compute_op(const T& x, const shape& output_shape, const std::vector<argument>& input)
+{
+    return compute_op(rank<2>{}, x, output_shape, input);
+}
+
+template <class T>
+auto is_context_free_op(rank<1>, const T& x, const shape& output_shape, const std::vector<argument>& input) -> decltype(x.compute(output_shape, input), std::true_type{});
+
+template <class T>
+auto is_context_free_op(rank<0>, const T&, const shape&, const std::vector<argument>&) -> std::false_type;
+
+template <class T>
+auto is_context_free_op(const T& x) -> decltype(is_context_free_op(rank<1>{}, x, std::declval<const shape&>(), std::declval<std::vector<argument>>()))
+{
+    return {};
 }
 
 template <class T>
@@ -136,6 +197,7 @@ int output_alias_op(const T& x, const std::vector<shape>& shapes)
  interface(
      'operation',
      virtual('name', returns = 'std::string', const = True),
+     virtual('is_context_free', returns = 'bool', const = True, default = 'is_context_free_op'),
      virtual('output_alias',
              returns = 'int',
              input   = 'const std::vector<shape>&',
@@ -149,6 +211,12 @@ int output_alias_op(const T& x, const std::vector<shape>& shapes)
              input   = 'const std::vector<argument>&',
              const   = True,
              default = 'compute_op'),
+     virtual('compute',
+             returns = 'argument',
+             output  = 'const shape&',
+             input   = 'const std::vector<argument>&',
+             const   = True,
+             default = 'compute_op'),
      friend('operator<<',
             returns = 'std::ostream &',
             os      = 'std::ostream &',
@@ -165,6 +233,17 @@ int output_alias_op(const T& x, const std::vector<shape>& shapes)
     return !(x == y);
 }
 
+inline bool is_context_free(const operation& op)
+{
+    return op.is_context_free();
+}
+
+template<class T>
+bool is_context_free(const T& x)
+{
+    return is_context_free_op(x);
+}
+
 #endif
 
 } // namespace MIGRAPHX_INLINE_NS