Merge branch 'develop' into resnet50_partition

test/gpu/manage_host_buffer.cpp

@@ -53,7 +53,6 @@ TEST_CASE(host_same_buffer_copy)
     migraphx::parameter_map pp;
     std::vector<float> a_vec(ss.elements(), -1);
     std::vector<float> b_vec(ss.elements(), 2);
-    std::vector<float> c_vec(ss.elements(), 0);
     pp["a"] = migraphx::argument(ss, a_vec.data());
     pp["b"] = migraphx::argument(ss, b_vec.data());
     std::vector<float> gpu_result;
@@ -64,7 +63,8 @@ TEST_CASE(host_same_buffer_copy)
     auto result = p.eval(pp).back();
     std::vector<float> results_vector(ss.elements(), -1);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(c_vec, results_vector));
+    std::vector<float> gold_vec(ss.elements(), 0);
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold_vec));
 }
 
 TEST_CASE(arguments_lifetime)

test/gpu/mlir.cpp

@@ -133,7 +133,8 @@ bool verify_mlir(const migraphx::module& mmlir)
     auto inputs = generate_params(ref);
 
     auto mlir = create_program_from_mlir(mmlir);
-    return migraphx::verify_args("mlir", run_ref(ref, inputs), run_gpu(mlir, inputs));
+    return migraphx::verify_args_with_tolerance(
+        "mlir", run_gpu(mlir, inputs), migraphx::verify::expected{run_ref(ref, inputs)});
 }
 
 TEST_CASE(conv)

test/gpu/quantization.cpp

@@ -40,7 +40,6 @@
 TEST_CASE(gpu_target_copy)
 {
     migraphx::target gpu_t = migraphx::make_target("gpu");
-    migraphx::target ref_t = migraphx::make_target("ref");
     migraphx::shape s{migraphx::shape::int8_type, {2, 3, 4, 5}};
 
     auto ref_arg_orig  = migraphx::generate_argument(s, 0x123456L);
@@ -52,7 +51,7 @@ TEST_CASE(gpu_target_copy)
     std::vector<int8_t> val_final;
     ref_arg_final.visit([&](auto v) { val_final.assign(v.begin(), v.end()); });
 
-    EXPECT(migraphx::verify::verify_range(val_orig, val_final));
+    EXPECT(migraphx::verify::verify_rms_range(val_orig, val_final));
 }
 
 TEST_CASE(int8_quantization)
@@ -118,9 +117,12 @@ TEST_CASE(int8_quantization)
         // the regular pipeline uses the rewrite_quantization in the much
         // earlier stage.
         if(migraphx::gpu::mlir_enabled())
-            EXPECT(migraphx::verify::verify_range(ref_result, gpu_result, 1e5));
+            EXPECT(migraphx::verify::verify_range_with_tolerance(
+                gpu_result,
+                migraphx::verify::expected{ref_result},
+                migraphx::verify::tolerance{0.01}));
         else
-            EXPECT(migraphx::verify::verify_range(ref_result, gpu_result));
+            EXPECT(migraphx::verify::verify_rms_range(gpu_result, ref_result));
     }
 }
 

test/gpu/stream_sync.cpp

@@ -64,7 +64,7 @@ int main() {}
 
 migraphx::src_file make_src_file(const std::string& name, const std::string& content)
 {
-    return {name, std::make_pair(content.data(), content.data() + content.size())};
+    return {name, content};
 }
 
 hip_stream_ptr get_stream()

test/include/pointwise.hpp

@@ -24,16 +24,16 @@
 #ifndef MIGRAPHX_GUARD_TEST_INCLUDE_POINTWISE_HPP
 #define MIGRAPHX_GUARD_TEST_INCLUDE_POINTWISE_HPP
 
+#include <migraphx/instruction_ref.hpp>
 #include <migraphx/program.hpp>
 #include <migraphx/module.hpp>
 #include <migraphx/make_op.hpp>
 
 template <class F>
-migraphx::instruction_ref add_pointwise(migraphx::program& p,
-                                        migraphx::module_ref mm,
-                                        const std::string& name,
-                                        std::vector<migraphx::instruction_ref> inputs,
-                                        F f)
+migraphx::module_ref create_pointwise_module(migraphx::program& p,
+                                             const std::string& name,
+                                             std::vector<migraphx::instruction_ref> inputs,
+                                             F f)
 {
     auto* pm = p.create_module(name);
     pm->set_bypass();
@@ -44,6 +44,17 @@ migraphx::instruction_ref add_pointwise(migraphx::program& p,
     });
     auto r = f(pm, params);
     pm->add_return({r});
+    return pm;
+}
+
+template <class F>
+migraphx::instruction_ref add_pointwise(migraphx::program& p,
+                                        migraphx::module_ref mm,
+                                        const std::string& name,
+                                        std::vector<migraphx::instruction_ref> inputs,
+                                        F f)
+{
+    auto* pm = create_pointwise_module(p, name, inputs, f);
     return mm->add_instruction(migraphx::make_op("pointwise"), inputs, {pm});
 }
 

test/include/test.hpp

@@ -339,6 +339,8 @@ inline std::ostream& operator<<(std::ostream& os, const color& c)
     static const bool use_color = isatty(STDOUT_FILENO) != 0;
     if(use_color)
         return os << "\033[" << static_cast<std::size_t>(c) << "m";
+#else
+    (void)c;
 #endif
     return os;
 }

test/jit.cpp

@@ -48,9 +48,7 @@ compile_function(const std::string& src, const std::string& flags, const std::st
     migraphx::src_compiler compiler;
     compiler.flags  = flags + "-std=c++14 -fPIC -shared";
     compiler.output = "libsimple.so";
-    migraphx::src_file f;
-    f.path     = "main.cpp";
-    f.content  = std::make_pair(src.data(), src.data() + src.size());
+    migraphx::src_file f{"main.cpp", src};
     auto image = compiler.compile({f});
     return migraphx::dynamic_loader{image}.get_function<F>(fname);
 }

test/msgpack.cpp

@@ -97,9 +97,12 @@ TEST_CASE(test_msgpack_bool)
 
 TEST_CASE(test_msgpack_float)
 {
-    migraphx::value v = 3.0;
+    // changed all double values in this code to not end with .0 because on msgpack for Windows if
+    // input type is double and ends with .0 it could be converted to uint64_t or int64_t and the
+    // goal of these functions is to test double without conversions
+    migraphx::value v = 3.01;
     auto buffer       = migraphx::to_msgpack(v);
-    EXPECT(buffer == msgpack_buffer(3.0));
+    EXPECT(buffer == msgpack_buffer(3.01));
     EXPECT(migraphx::from_msgpack(buffer) == v);
 }
 
@@ -129,10 +132,10 @@ TEST_CASE(test_msgpack_empty_array)
 
 TEST_CASE(test_msgpack_object)
 {
-    migraphx::value v = {{"one", 1.0}, {"three", 3.0}, {"two", 2.0}};
+    migraphx::value v = {{"one", 1.01}, {"three", 3.01}, {"two", 2.01}};
     auto buffer       = migraphx::to_msgpack(v);
     EXPECT(buffer == msgpack_buffer(std::map<std::string, double>{
-                         {"one", 1.0}, {"three", 3.0}, {"two", 2.0}}));
+                         {"one", 1.01}, {"three", 3.01}, {"two", 2.01}}));
     EXPECT(migraphx::from_msgpack(buffer) == v);
 }
 
@@ -157,17 +160,17 @@ struct foo
 
 TEST_CASE(test_msgpack_object_class)
 {
-    migraphx::value v = {{"a", 1.0}, {"b", "abc"}};
+    migraphx::value v = {{"a", 1.01}, {"b", "abc"}};
     auto buffer       = migraphx::to_msgpack(v);
-    EXPECT(buffer == msgpack_buffer(foo{1.0, "abc"}));
+    EXPECT(buffer == msgpack_buffer(foo{1.01, "abc"}));
     EXPECT(migraphx::from_msgpack(buffer) == v);
 }
 
 TEST_CASE(test_msgpack_array_class)
 {
-    migraphx::value v = {{{"a", 1.0}, {"b", "abc"}}, {{"a", 3.0}, {"b", "xyz"}}};
+    migraphx::value v = {{{"a", 1.01}, {"b", "abc"}}, {{"a", 3.01}, {"b", "xyz"}}};
     auto buffer       = migraphx::to_msgpack(v);
-    EXPECT(buffer == msgpack_buffer(std::vector<foo>{foo{1.0, "abc"}, foo{3.0, "xyz"}}));
+    EXPECT(buffer == msgpack_buffer(std::vector<foo>{foo{1.01, "abc"}, foo{3.01, "xyz"}}));
     EXPECT(migraphx::from_msgpack(buffer) == v);
 }
 

test/multi_target/multitarget_test.cpp

@@ -37,7 +37,6 @@
 #include <migraphx/make_op.hpp>
 #include <migraphx/check_shapes.hpp>
 #include <migraphx/functional.hpp>
-#include <basic_ops.hpp>
 #include <migraphx/compile_options.hpp>
 #include <migraphx/register_target.hpp>
 #include <migraphx/generate.hpp>

test/onnx/.onnxrt-commit

-ae74a517b62baa6d973e46b5b51ac9a640512c46
+6d7bc2a097a1a08541cd0d4628831c79ab8092d5

test/onnx/castlike_error_test.onnx

+	castlike_error_test:M
+
+
0out"CastLikecastlike_error_testZ
+
0
+
+
+
+
+b
+out
+
+

+
+B
\ No newline at end of file

test/onnx/castlike_test.onnx

+	
castlike_test:[
+
+
0
+
1out"CastLike
castlike_testZ
+
0
+
+
+
+
+Z
+
1
+
+

+
+b
+out
+
+

+
+B
\ No newline at end of file

test/onnx/const_of_shape_default_test.onnx

+const_of_shape_default_test:

+6shape"Constant*#
+value*:Bshape_tensor

+
+shape
y"ConstantOfShapeconst_of_shape_default_testb
+
y
+
+
+
+B
\ No newline at end of file

test/onnx/const_of_shape_dyn_int64_test.onnx

+const_of_shape_dyn_int64_test:

+=
+output_dims
y"ConstantOfShape*
+value*
:

+Bvalue
const_of_shape_dyn_int64_testZ
+output_dims
+
+
+b
+
y
+
+
+
+B
\ No newline at end of file

test/onnx/const_of_shape_int64_test.onnx

-constant-of-shape:

+const_of_shape_int64_test:

 6shape"Constant*#
-value**Bshape_tensor 

+value*:Bshape_tensor

 7
 shape
y"ConstantOfShape*
 value*
:

-Bvalue 
constant_of_shapeb
+Bvalue
const_of_shape_int64_testb
 
y
-

+
 
 
-B
+B
\ No newline at end of file

test/onnx/const_of_shape_no_value_attr_test.onnx

-constant-of-shape:

+!const_of_shape_no_value_attr_test:

 6shape"Constant*#
-value**Bshape_tensor 

+value*:Bshape_tensor

 
-shape
y"ConstantOfShapeconstant_of_shapeb
+shape
y"ConstantOfShape!const_of_shape_no_value_attr_testb
 
y
 

 
 
-B
+B
\ No newline at end of file