Merge andriy/lwpck-2243 into andriy/lwpck-2388.

CMakeLists.txt

@@ -186,6 +186,14 @@ if (GPU_TARGETS)
         add_definitions(-DCK_USE_WMMA)
         set(CK_USE_WMMA "ON")
     endif()
+    if (GPU_TARGETS MATCHES "gfx12" OR GPU_TARGETS MATCHES "gfx950")
+        add_definitions(-DCK_USE_OCP_FP8)
+        set(CK_USE_OCP_FP8 "ON")
+    endif()
+    if (GPU_TARGETS MATCHES "gfx90a" OR GPU_TARGETS MATCHES "gfx94")
+        add_definitions(-DCK_USE_FNUZ_FP8)
+        set(CK_USE_FNUZ_FP8 "ON")
+    endif()
 else()
     add_definitions(-DCK_USE_WMMA -DCK_USE_XDL)
     set(CK_USE_XDL "ON")

CMakePresets.json

+{
+    "version": 3,
+    "configurePresets": [
+        {
+            "name": "linux-debug",
+            "displayName": "Linux Debug",
+            "hidden": true,
+            "generator": "Unix Makefiles",
+            "binaryDir": "${sourceDir}/build/${presetName}",
+            "installDir": "${sourceDir}/build/install/${presetName}",
+            "cacheVariables": {
+                "CMAKE_BUILD_TYPE": "Debug",
+                "CMAKE_EXPORT_COMPILE_COMMANDS": "ON",
+                "GPU_TARGETS": "gfx950",
+                "BUILD_DEV": "ON",
+                "CMAKE_CXX_COMPILER": "/opt/rocm/llvm/bin/clang++",
+                "CMAKE_PREFIX_PATH": "/opt/rocm"
+
+            },
+            "condition": {
+                "type": "equals",
+                "lhs": "${hostSystemName}",
+                "rhs": "Linux"
+            }
+        },
+        {
+            "name": "MI355-debug",
+            "displayName": "MI355 Debug",
+            "inherits": "linux-debug",
+            "description": "Development Environment for MI355.",
+            "environment": {
+                "NONE": ""
+            },
+            "cacheVariables": {
+                "CMAKE_BUILD_TYPE": "Debug",
+                "CMAKE_CXX_FLAGS": "-O0 -ggdb"
+            }
+        },
+        {
+            "name": "MI355-release",
+            "displayName": "MI355 Release",
+            "inherits": "MI355-debug",
+            "cacheVariables": {
+                "CMAKE_BUILD_TYPE": "Release",
+                "CMAKE_CXX_FLAGS": "-O3"
+            }
+        }
+    ],
+    "buildPresets": [
+        {
+            "name": "Debug",
+            "hidden": true,
+            "configuration": "Debug"
+        },
+        {
+            "name": "Release",
+            "hidden": true,
+            "configuration": "Release"
+        },
+        {
+            "name": "MI355-debug",
+            "displayName": "MI355",
+            "configurePreset": "MI355-debug",
+            "description": "Build Environment for MI355 Debug.",
+            "inherits": [
+                "Debug"
+            ],
+            "jobs": 128
+        },
+        {
+            "name": "MI355-release",
+            "displayName": "MI355",
+            "configurePreset": "MI355-release",
+            "description": "Build Environment for MI355 Release.",
+            "inherits": [
+                "Release"
+            ],
+            "jobs": 128
+        }
+    ]
+}

include/ck/utility/random_gen.hpp

@@ -3,6 +3,8 @@
 
 #pragma once
 
+#include "ck/ck.hpp"
+
 namespace ck {
 
 // Pseudo random number generator
@@ -23,7 +25,7 @@ __host__ __device__ uint32_t prand_generator(index_t id, T val, uint32_t seed =
 }
 
 // version for fp16
-template <typename T, uint32_t seed_t, std::enable_if_t<std::is_same<half_t, T>{}, bool> = false>
+template <typename T, uint32_t seed_t, std::enable_if_t<std::is_same<_Float16, T>{}, bool> = false>
 __host__ __device__ uint32_t prand_generator(index_t id, T val, uint32_t seed = seed_t)
 {
     uint16_t x         = *(reinterpret_cast<uint16_t*>(&val));
@@ -38,9 +40,10 @@ __host__ __device__ uint32_t prand_generator(index_t id, T val, uint32_t seed =
 }
 
 // return 0 if data is not fp16 or fp32
-template <typename T,
+template <
+    typename T,
     uint32_t seed_t,
-          std::enable_if_t<!(std::is_same<float, T>{} || std::is_same<half_t, T>{}), bool> = false>
+    std::enable_if_t<!(std::is_same<float, T>{} || std::is_same<_Float16, T>{}), bool> = false>
 __host__ __device__ uint32_t prand_generator(int id, T val, uint32_t seed = seed_t)
 {
     std::ignore = id;

include/ck/utility/type_convert.hpp

@@ -100,6 +100,18 @@ inline __host__ __device__ constexpr bhalf_t type_convert<bhalf_t, int8_t>(int8_
     return type_convert<bhalf_t>(x_fp32);
 }
 
+template <>
+inline __host__ __device__ constexpr f8_ocp_t type_convert<f8_ocp_t, int>(int x)
+{
+    return f8_ocp_t{type_convert<f8_ocp_t::data_type>(x)};
+}
+
+template <>
+inline __host__ __device__ constexpr bf8_ocp_t type_convert<bf8_ocp_t, int>(int x)
+{
+    return bf8_ocp_t{type_convert<bf8_ocp_t::data_type>(x)};
+}
+
 // Convert X to Y
 template <typename Y, typename X>
 __host__ __device__ constexpr Y type_convert_sp(X x)
@@ -163,7 +175,7 @@ __host__ __device__ constexpr Y f8_convert_sr(X x);
 
 // convert fp32 to fp8 with stochastic rounding
 template <>
-inline __host__ __device__ f8_t f8_convert_sr<f8_t, float>(float x)
+inline __host__ __device__ f8_fnuz_t f8_convert_sr<f8_fnuz_t, float>(float x)
 {
     constexpr int seed = 1254739;
     uint32_t rng       = prand_generator<float, seed>(reinterpret_cast<uintptr_t>(&x), x);
@@ -189,33 +201,35 @@ inline __host__ __device__ f8_t f8_convert_sr<f8_t, float>(float x)
     constexpr bool clip              = true;
     constexpr f8_rounding_mode rm    = f8_rounding_mode::stochastic;
     return utils::
-        cast_to_f8<float, f8_t, negative_zero_nan, clip, (rm == f8_rounding_mode::stochastic)>(x,
-                                                                                               rng);
+        cast_to_f8<float, f8_fnuz_t, negative_zero_nan, clip, (rm == f8_rounding_mode::stochastic)>(
+            x, rng);
 #endif
 }
 
 // convert fp16 to fp8 with stochastic rounding
 template <>
-inline __host__ __device__ f8_t f8_convert_sr<f8_t, half_t>(half_t x)
+inline __host__ __device__ f8_fnuz_t f8_convert_sr<f8_fnuz_t, half_t>(half_t x)
 {
 #if defined(__gfx94__)
     // convert to float and use native converion
-    return f8_convert_sr<f8_t>(type_convert<float>(x));
+    return f8_convert_sr<f8_fnuz_t>(type_convert<float>(x));
 #else
     constexpr bool negative_zero_nan = true;
     constexpr bool clip              = true;
     constexpr f8_rounding_mode rm    = f8_rounding_mode::stochastic;
     constexpr int seed               = 1254739;
     uint32_t rng = prand_generator<half_t, seed>(reinterpret_cast<uintptr_t>(&x), x);
-    return utils::
-        cast_to_f8<half_t, f8_t, negative_zero_nan, clip, (rm == f8_rounding_mode::stochastic)>(
-            x, rng);
+    return utils::cast_to_f8<half_t,
+                             f8_fnuz_t,
+                             negative_zero_nan,
+                             clip,
+                             (rm == f8_rounding_mode::stochastic)>(x, rng);
 #endif
 }
 
 // convert fp32 to bf8 with stochastic rounding
 template <>
-inline __host__ __device__ bf8_t f8_convert_sr<bf8_t, float>(float x)
+inline __host__ __device__ bf8_fnuz_t f8_convert_sr<bf8_fnuz_t, float>(float x)
 {
     constexpr int seed = 1254739;
     uint32_t rng       = prand_generator<float, seed>(reinterpret_cast<uintptr_t>(&x), x);
@@ -240,28 +254,32 @@ inline __host__ __device__ bf8_t f8_convert_sr<bf8_t, float>(float x)
     constexpr bool negative_zero_nan = true;
     constexpr bool clip              = true;
     constexpr f8_rounding_mode rm    = f8_rounding_mode::stochastic;
-    return utils::
-        cast_to_f8<float, bf8_t, negative_zero_nan, clip, (rm == f8_rounding_mode::stochastic)>(
-            x, rng);
+    return utils::cast_to_f8<float,
+                             bf8_fnuz_t,
+                             negative_zero_nan,
+                             clip,
+                             (rm == f8_rounding_mode::stochastic)>(x, rng);
 #endif
 }
 
 // convert fp16 to bf8 with stochastic rounding
 template <>
-inline __host__ __device__ bf8_t f8_convert_sr<bf8_t, half_t>(half_t x)
+inline __host__ __device__ bf8_fnuz_t f8_convert_sr<bf8_fnuz_t, half_t>(half_t x)
 {
 #if defined(__gfx94__)
     // convert to float and use native converion
-    return f8_convert_sr<bf8_t>(type_convert<float>(x));
+    return f8_convert_sr<bf8_fnuz_t>(type_convert<float>(x));
 #else
     constexpr bool negative_zero_nan = true;
     constexpr bool clip              = true;
     constexpr f8_rounding_mode rm    = f8_rounding_mode::stochastic;
     constexpr int seed               = 1254739;
     uint32_t rng = prand_generator<half_t, seed>(reinterpret_cast<uintptr_t>(&x), x);
-    return utils::
-        cast_to_f8<half_t, bf8_t, negative_zero_nan, clip, (rm == f8_rounding_mode::stochastic)>(
-            x, rng);
+    return utils::cast_to_f8<half_t,
+                             bf8_fnuz_t,
+                             negative_zero_nan,
+                             clip,
+                             (rm == f8_rounding_mode::stochastic)>(x, rng);
 #endif
 }
 
@@ -271,7 +289,7 @@ __host__ __device__ constexpr Y f8_convert_rne(X x);
 
 // convert fp32 to fp8 with rounding to nearest even
 template <>
-inline __host__ __device__ f8_t f8_convert_rne<f8_t, float>(float x)
+inline __host__ __device__ f8_fnuz_t f8_convert_rne<f8_fnuz_t, float>(float x)
 {
 #if defined(__gfx94__)
     union
@@ -296,32 +314,34 @@ inline __host__ __device__ f8_t f8_convert_rne<f8_t, float>(float x)
     constexpr f8_rounding_mode rm    = f8_rounding_mode::standard;
     constexpr uint32_t rng           = 0;
     return utils::
-        cast_to_f8<float, f8_t, negative_zero_nan, clip, (rm == f8_rounding_mode::stochastic)>(x,
-                                                                                               rng);
+        cast_to_f8<float, f8_fnuz_t, negative_zero_nan, clip, (rm == f8_rounding_mode::stochastic)>(
+            x, rng);
 #endif
 }
 
 // convert fp16 to fp8 with rounding to nearest even
 template <>
-inline __host__ __device__ f8_t f8_convert_rne<f8_t, half_t>(half_t x)
+inline __host__ __device__ f8_fnuz_t f8_convert_rne<f8_fnuz_t, half_t>(half_t x)
 {
 #if defined(__gfx94__)
     // convert to float and use native converion
-    return f8_convert_rne<f8_t>(type_convert<float>(x));
+    return f8_convert_rne<f8_fnuz_t>(type_convert<float>(x));
 #else
     constexpr bool negative_zero_nan = true;
     constexpr bool clip              = true;
     constexpr f8_rounding_mode rm    = f8_rounding_mode::standard;
     constexpr uint32_t rng           = 0;
-    return utils::
-        cast_to_f8<half_t, f8_t, negative_zero_nan, clip, (rm == f8_rounding_mode::stochastic)>(
-            x, rng);
+    return utils::cast_to_f8<half_t,
+                             f8_fnuz_t,
+                             negative_zero_nan,
+                             clip,
+                             (rm == f8_rounding_mode::stochastic)>(x, rng);
 #endif
 }
 
 // convert fp32 to bf8 with rounding to nearest even
 template <>
-inline __host__ __device__ bf8_t f8_convert_rne<bf8_t, float>(float x)
+inline __host__ __device__ bf8_fnuz_t f8_convert_rne<bf8_fnuz_t, float>(float x)
 {
 #if defined(__gfx94__)
     union
@@ -345,44 +365,48 @@ inline __host__ __device__ bf8_t f8_convert_rne<bf8_t, float>(float x)
     constexpr bool clip              = true;
     constexpr f8_rounding_mode rm    = f8_rounding_mode::standard;
     constexpr uint32_t rng           = 0;
-    return utils::
-        cast_to_f8<float, bf8_t, negative_zero_nan, clip, (rm == f8_rounding_mode::stochastic)>(
-            x, rng);
+    return utils::cast_to_f8<float,
+                             bf8_fnuz_t,
+                             negative_zero_nan,
+                             clip,
+                             (rm == f8_rounding_mode::stochastic)>(x, rng);
 #endif
 }
 
 // convert fp16 to bf8 with rounding to nearest even
 template <>
-inline __host__ __device__ bf8_t f8_convert_rne<bf8_t, half_t>(half_t x)
+inline __host__ __device__ bf8_fnuz_t f8_convert_rne<bf8_fnuz_t, half_t>(half_t x)
 {
 #if defined(__gfx94__)
     // convert to float and use native converion
-    return f8_convert_rne<bf8_t>(type_convert<float>(x));
+    return f8_convert_rne<bf8_fnuz_t>(type_convert<float>(x));
 #else
     constexpr bool negative_zero_nan = true;
     constexpr bool clip              = true;
     constexpr f8_rounding_mode rm    = f8_rounding_mode::standard;
     constexpr uint32_t rng           = 0;
-    return utils::
-        cast_to_f8<half_t, bf8_t, negative_zero_nan, clip, (rm == f8_rounding_mode::stochastic)>(
-            x, rng);
+    return utils::cast_to_f8<half_t,
+                             bf8_fnuz_t,
+                             negative_zero_nan,
+                             clip,
+                             (rm == f8_rounding_mode::stochastic)>(x, rng);
 #endif
 }
 
 // convert fp32 to fp8
 template <>
-inline __host__ __device__ f8_t type_convert<f8_t, float>(float x)
+inline __host__ __device__ f8_fnuz_t type_convert<f8_fnuz_t, float>(float x)
 {
 #if CK_USE_SR_F8_CONVERSION
-    return f8_convert_sr<f8_t>(x);
+    return f8_convert_sr<f8_fnuz_t>(x);
 #else
-    return f8_convert_rne<f8_t>(x);
+    return f8_convert_rne<f8_fnuz_t>(x);
 #endif
 }
 
 // convert fp8 to fp32
 template <>
-inline __host__ __device__ float type_convert<float, f8_t>(f8_t x)
+inline __host__ __device__ float type_convert<float, f8_fnuz_t>(f8_fnuz_t x)
 {
 #if defined(__gfx94__)
     float fval;
@@ -392,26 +416,26 @@ inline __host__ __device__ float type_convert<float, f8_t>(f8_t x)
     return fval;
 #else
     constexpr bool negative_zero_nan = true;
-    return utils::cast_from_f8<f8_t, float, negative_zero_nan>(x);
+    return utils::cast_from_f8<f8_fnuz_t, float, negative_zero_nan>(x);
 #endif
 }
 
 template <>
-inline __host__ __device__ float2_t type_convert<float2_t, f8x2_t>(f8x2_t x)
+inline __host__ __device__ float2_t type_convert<float2_t, f8x2_fnuz_t>(f8x2_fnuz_t x)
 {
 #if defined(__gfx94__)
     const auto i16val = bit_cast<uint16_t>(x);
     return __builtin_amdgcn_cvt_pk_f32_fp8(i16val, 0);
 #else
     constexpr bool negative_zero_nan = true;
-    const auto f8x2_v                = vector_type<f8_t, 2>(x);
+    const auto f8x2_v                = vector_type<f8_fnuz_t, 2>(x);
     vector_type<float, 2> f32x2_v;
     f32x2_v.template AsType<float>()(Number<0>{}) =
-        utils::cast_from_f8<f8_t, float, negative_zero_nan>(
-            f8x2_v.template AsType<f8_t>()[Number<0>{}]);
+        utils::cast_from_f8<f8_fnuz_t, float, negative_zero_nan>(
+            f8x2_v.template AsType<f8_fnuz_t>()[Number<0>{}]);
     f32x2_v.template AsType<float>()(Number<1>{}) =
-        utils::cast_from_f8<f8_t, float, negative_zero_nan>(
-            f8x2_v.template AsType<f8_t>()[Number<1>{}]);
+        utils::cast_from_f8<f8_fnuz_t, float, negative_zero_nan>(
+            f8x2_v.template AsType<f8_fnuz_t>()[Number<1>{}]);
     return f32x2_v.template AsType<float2_t>()[Number<0>{}];
 #endif
 }
@@ -428,42 +452,42 @@ inline __host__ __device__ half2_t type_convert<half2_t, float2_t>(float2_t x)
 
 // convert fp16 to fp8
 template <>
-inline __host__ __device__ f8_t type_convert<f8_t, half_t>(half_t x)
+inline __host__ __device__ f8_fnuz_t type_convert<f8_fnuz_t, half_t>(half_t x)
 {
 #if CK_USE_SR_F8_CONVERSION
-    return f8_convert_sr<f8_t>(x);
+    return f8_convert_sr<f8_fnuz_t>(x);
 #else
-    return f8_convert_rne<f8_t>(x);
+    return f8_convert_rne<f8_fnuz_t>(x);
 #endif
 }
 
 // convert fp8 to fp16
 template <>
-inline __host__ __device__ half_t type_convert<half_t, f8_t>(f8_t x)
+inline __host__ __device__ half_t type_convert<half_t, f8_fnuz_t>(f8_fnuz_t x)
 {
 #if defined(__gfx94__)
     // use native conversion to float and convert to fp16
     return type_convert<half_t>(type_convert<float>(x));
 #else
     constexpr bool negative_zero_nan = true;
-    return utils::cast_from_f8<f8_t, half_t, negative_zero_nan>(x);
+    return utils::cast_from_f8<f8_fnuz_t, half_t, negative_zero_nan>(x);
 #endif
 }
 
 // convert fp32 to bf8
 template <>
-inline __host__ __device__ bf8_t type_convert<bf8_t, float>(float x)
+inline __host__ __device__ bf8_fnuz_t type_convert<bf8_fnuz_t, float>(float x)
 {
 #if CK_USE_SR_F8_CONVERSION
-    return f8_convert_sr<bf8_t>(x);
+    return f8_convert_sr<bf8_fnuz_t>(x);
 #else
-    return f8_convert_rne<bf8_t>(x);
+    return f8_convert_rne<bf8_fnuz_t>(x);
 #endif
 }
 
 // convert bf8 to fp32
 template <>
-inline __host__ __device__ float type_convert<float, bf8_t>(bf8_t x)
+inline __host__ __device__ float type_convert<float, bf8_fnuz_t>(bf8_fnuz_t x)
 {
 #if defined(__gfx94__)
     float fval;
@@ -473,31 +497,31 @@ inline __host__ __device__ float type_convert<float, bf8_t>(bf8_t x)
     return fval;
 #else
     constexpr bool negative_zero_nan = true;
-    return utils::cast_from_f8<bf8_t, float, negative_zero_nan>(x);
+    return utils::cast_from_f8<bf8_fnuz_t, float, negative_zero_nan>(x);
 #endif
 }
 
 // convert fp16 to bf8
 template <>
-inline __host__ __device__ bf8_t type_convert<bf8_t, half_t>(half_t x)
+inline __host__ __device__ bf8_fnuz_t type_convert<bf8_fnuz_t, half_t>(half_t x)
 {
 #if CK_USE_SR_F8_CONVERSION
-    return f8_convert_sr<bf8_t>(x);
+    return f8_convert_sr<bf8_fnuz_t>(x);
 #else
-    return f8_convert_rne<bf8_t>(x);
+    return f8_convert_rne<bf8_fnuz_t>(x);
 #endif
 }
 
 // convert bf8 to fp16
 template <>
-inline __host__ __device__ half_t type_convert<half_t, bf8_t>(bf8_t x)
+inline __host__ __device__ half_t type_convert<half_t, bf8_fnuz_t>(bf8_fnuz_t x)
 {
 #if defined(__gfx94__)
     // use native conversion to float and convert to fp16
     return type_convert<half_t>(type_convert<float>(x));
 #else
     constexpr bool negative_zero_nan = true;
-    return utils::cast_from_f8<bf8_t, half_t, negative_zero_nan>(x);
+    return utils::cast_from_f8<bf8_fnuz_t, half_t, negative_zero_nan>(x);
 #endif
 }
 

test/data_type/CMakeLists.txt

@@ -9,13 +9,32 @@ if (USE_BITINT_EXTENSION_INT4)
   endif()
 endif()
 
-add_gtest_executable(test_fp8 test_fp8.cpp)
-if(result EQUAL 0)
-  target_link_libraries(test_fp8 PRIVATE utility)
+if (CK_USE_OCP_FP8)
+  add_gtest_executable(test_fp8_ocp test_fp8_ocp.cpp)
+  if(result EQUAL 0)
+    target_link_libraries(test_fp8_ocp PRIVATE utility)
+    set_property(TARGET test_fp8_ocp PROPERTY LABELS "FP8")
+  endif()
+
+  add_gtest_executable(test_bf8_ocp test_bf8_ocp.cpp)
+  if(result EQUAL 0)
+    target_link_libraries(test_bf8_ocp PRIVATE utility)
+    set_property(TARGET test_bf8_ocp PROPERTY LABELS "FP8")
+  endif()
 endif()
-add_gtest_executable(test_bf8 test_bf8.cpp)
-if(result EQUAL 0)
-  target_link_libraries(test_bf8 PRIVATE utility)
+
+if (CK_USE_FNUZ_FP8)
+  add_gtest_executable(test_fp8_fnuz test_fp8_fnuz.cpp)
+  if(result EQUAL 0)
+    target_link_libraries(test_fp8_fnuz PRIVATE utility)
+    set_property(TARGET test_fp8_fnuz PROPERTY LABELS "FP8")
+  endif()
+
+  add_gtest_executable(test_bf8_fnuz test_bf8_fnuz.cpp)
+  if(result EQUAL 0)
+    target_link_libraries(test_bf8_fnuz PRIVATE utility)
+    set_property(TARGET test_bf8_fnuz PROPERTY LABELS "FP8")
+  endif()
 endif()
 
 add_gtest_executable(test_type_convert_const type_convert_const.cpp)

test/data_type/test_bf8.cpp → test/data_type/test_bf8_fnuz.cpp

@@ -5,158 +5,169 @@
 #include "ck/utility/data_type.hpp"
 #include "ck/utility/type_convert.hpp"
 
-using ck::bf8_t;
+using ck::bf8_fnuz_t;
 using ck::f8_convert_rne;
 using ck::f8_convert_sr;
 using ck::half_t;
 using ck::type_convert;
 
-TEST(BF8, NumericLimits)
+TEST(BF8FNUZ, NumericLimits)
 {
     // constants given for negative zero nan mode
-    EXPECT_EQ(ck::NumericLimits<bf8_t>::Min(), type_convert<bf8_t>(0x04));
-    EXPECT_EQ(ck::NumericLimits<bf8_t>::Max(), type_convert<bf8_t>(0x7F));
-    EXPECT_EQ(ck::NumericLimits<bf8_t>::Lowest(), type_convert<bf8_t>(0xFF));
-    EXPECT_EQ(ck::NumericLimits<bf8_t>::QuietNaN(), type_convert<bf8_t>(0x80));
+    EXPECT_EQ(ck::NumericLimits<bf8_fnuz_t>::Min(), type_convert<bf8_fnuz_t>(0x04));
+    EXPECT_EQ(ck::NumericLimits<bf8_fnuz_t>::Max(), type_convert<bf8_fnuz_t>(0x7F));
+    EXPECT_EQ(ck::NumericLimits<bf8_fnuz_t>::Lowest(), type_convert<bf8_fnuz_t>(0xFF));
+    EXPECT_EQ(ck::NumericLimits<bf8_fnuz_t>::QuietNaN(), type_convert<bf8_fnuz_t>(0x80));
 }
 
-TEST(BF8, ConvertFP32Nearest)
+TEST(BF8FNUZ, ConvertFP32Nearest)
 {
     // fix the tolerance value
     float abs_tol = 1e-6;
     // convert 0 float to bf8 and back, check if holds
-    ASSERT_NEAR(0.0f, type_convert<float>(f8_convert_rne<bf8_t>(0.0f)), abs_tol);
+    ASSERT_NEAR(0.0f, type_convert<float>(f8_convert_rne<bf8_fnuz_t>(0.0f)), abs_tol);
     // don't run the next test on gfx11 devices
 #ifndef CK_SKIP_FLAKY_F8_TEST
     // convert minimal float to bf8 and back, check if holds
     ASSERT_NEAR(std::numeric_limits<float>::min(),
-                type_convert<float>(f8_convert_rne<bf8_t>(std::numeric_limits<float>::min())),
+                type_convert<float>(f8_convert_rne<bf8_fnuz_t>(std::numeric_limits<float>::min())),
                 abs_tol);
 #endif
-    // convert maximal bf8_t to float and check if equal to 57344.0
-    ASSERT_NEAR(57344.0f, type_convert<float>(f8_convert_rne<bf8_t>(57344.0f)), abs_tol);
+
+    const auto max_bf8_t_float = type_convert<float>(ck::NumericLimits<bf8_fnuz_t>::Max());
+    // convert maximal bf8_fnuz_t to float and check if equal to 57344.0
+    ASSERT_NEAR(
+        max_bf8_t_float, type_convert<float>(f8_convert_rne<bf8_fnuz_t>(max_bf8_t_float)), abs_tol);
     // convert maximal float to bf8 and back, check if clipped to 57344.0
-    ASSERT_NEAR(57344.0f,
-                type_convert<float>(f8_convert_rne<bf8_t>(std::numeric_limits<float>::max())),
+    ASSERT_NEAR(max_bf8_t_float,
+                type_convert<float>(f8_convert_rne<bf8_fnuz_t>(std::numeric_limits<float>::max())),
                 abs_tol);
-    // convert inf float to bf8_t and check if it is qNan
-    ASSERT_NEAR(type_convert<bf8_t>(0x80),
-                f8_convert_rne<bf8_t>(std::numeric_limits<float>::infinity()),
+    // convert inf float to bf8_fnuz_t and check if it is qNan
+    ASSERT_NEAR(ck::NumericLimits<bf8_fnuz_t>::QuietNaN(),
+                f8_convert_rne<bf8_fnuz_t>(std::numeric_limits<float>::infinity()),
                 abs_tol);
     // positive norm float value to bf8 and back, check if holds
     float pos_float = 0.0000762939f;
-    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_rne<bf8_t>(pos_float)), abs_tol);
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_rne<bf8_fnuz_t>(pos_float)), abs_tol);
     // negative norm float value to bf8 and back, check if holds
     float neg_float = -0.0000610351f;
-    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_rne<bf8_t>(neg_float)), abs_tol);
+    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_rne<bf8_fnuz_t>(neg_float)), abs_tol);
     // positive subnorm float value to bf8 and back, check if holds
     pos_float = 0.0000305175f;
-    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_rne<bf8_t>(pos_float)), abs_tol);
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_rne<bf8_fnuz_t>(pos_float)), abs_tol);
     // negative subnorm float value to bf8 and back, check if holds
     neg_float = -0.0000152587f;
-    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_rne<bf8_t>(neg_float)), abs_tol);
+    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_rne<bf8_fnuz_t>(neg_float)), abs_tol);
 }
 
-TEST(BF8, ConvertFP32Stochastic)
+TEST(BF8FNUZ, ConvertFP32Stochastic)
 {
     // fix the tolerance value
     float abs_tol = 1e-6;
     // convert 0 float to bf8 and back, check if holds
-    ASSERT_NEAR(0.0f, type_convert<float>(f8_convert_sr<bf8_t>(0.0f)), abs_tol);
+    ASSERT_NEAR(0.0f, type_convert<float>(f8_convert_sr<bf8_fnuz_t>(0.0f)), abs_tol);
     // convert minimal float to bf8 and back, check if holds
     ASSERT_NEAR(std::numeric_limits<float>::min(),
-                type_convert<float>(f8_convert_sr<bf8_t>(std::numeric_limits<float>::min())),
+                type_convert<float>(f8_convert_sr<bf8_fnuz_t>(std::numeric_limits<float>::min())),
                 abs_tol);
-    // convert maximal bf8_t to float and check if equal to 57344.0
-    ASSERT_NEAR(57344.0f, type_convert<float>(f8_convert_sr<bf8_t>(57344.0f)), abs_tol);
+
+    const auto max_bf8_t_float = type_convert<float>(ck::NumericLimits<bf8_fnuz_t>::Max());
+    // convert maximal bf8_fnuz_t to float and check if equal to 57344.0
+    ASSERT_NEAR(
+        max_bf8_t_float, type_convert<float>(f8_convert_sr<bf8_fnuz_t>(max_bf8_t_float)), abs_tol);
     // convert maximal float to bf8 and back, check if clipped to 57344.0
-    ASSERT_NEAR(57344.0f,
-                type_convert<float>(f8_convert_sr<bf8_t>(std::numeric_limits<float>::max())),
+    ASSERT_NEAR(max_bf8_t_float,
+                type_convert<float>(f8_convert_sr<bf8_fnuz_t>(std::numeric_limits<float>::max())),
                 abs_tol);
-    // convert inf float to bf8_t and check if it is qNan
-    ASSERT_NEAR(type_convert<bf8_t>(0x80),
-                f8_convert_sr<bf8_t>(std::numeric_limits<float>::infinity()),
+    // convert inf float to bf8_fnuz_t and check if it is qNan
+    ASSERT_NEAR(ck::NumericLimits<bf8_fnuz_t>::QuietNaN(),
+                f8_convert_sr<bf8_fnuz_t>(std::numeric_limits<float>::infinity()),
                 abs_tol);
     // positive norm float value to bf8 and back, check if holds
     float pos_float = 0.0000762939f;
-    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_sr<bf8_t>(pos_float)), abs_tol);
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_sr<bf8_fnuz_t>(pos_float)), abs_tol);
     // negative norm float value to bf8 and back, check if holds
     float neg_float = -0.0000610351f;
-    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_sr<bf8_t>(neg_float)), abs_tol);
+    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_sr<bf8_fnuz_t>(neg_float)), abs_tol);
     // positive subnorm float value to bf8 and back, check if holds
     pos_float = 0.0000305175f;
-    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_sr<bf8_t>(pos_float)), abs_tol);
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_sr<bf8_fnuz_t>(pos_float)), abs_tol);
     // negative subnorm float value to bf8 and back, check if holds
     neg_float = -0.0000152587f;
-    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_sr<bf8_t>(neg_float)), abs_tol);
+    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_sr<bf8_fnuz_t>(neg_float)), abs_tol);
 }
 
-TEST(BF8, ConvertFP16Nearest)
+TEST(BF8FNUZ, ConvertFP16Nearest)
 {
     // fix the tolerance value
     float abs_tol = 1e-3;
     // convert 0 fp16 to bf8 and back, check if holds
-    ASSERT_NEAR(half_t{0.0}, type_convert<half_t>(f8_convert_rne<bf8_t>(half_t{0.0})), abs_tol);
+    ASSERT_NEAR(
+        half_t{0.0}, type_convert<half_t>(f8_convert_rne<bf8_fnuz_t>(half_t{0.0})), abs_tol);
     // convert minimal fp16 to bf8 and back, check if holds
     ASSERT_NEAR(ck::NumericLimits<half_t>::Min(),
-                type_convert<half_t>(f8_convert_rne<bf8_t>(ck::NumericLimits<half_t>::Min())),
+                type_convert<half_t>(f8_convert_rne<bf8_fnuz_t>(ck::NumericLimits<half_t>::Min())),
                 abs_tol);
-    // convert maximal bf8_t to fp16 and check if equal to 57344.0
+
+    const auto max_bf8_t_half = type_convert<half_t>(ck::NumericLimits<bf8_fnuz_t>::Max());
+    // convert maximal bf8_fnuz_t to fp16 and check if equal to 57344.0
     ASSERT_NEAR(
-        half_t{57344.0}, type_convert<half_t>(f8_convert_rne<bf8_t>(half_t{57344.0})), abs_tol);
+        max_bf8_t_half, type_convert<half_t>(f8_convert_rne<bf8_fnuz_t>(max_bf8_t_half)), abs_tol);
     // convert maximal fp16 to bf8 and back, check if clipped to 57344.0
-    ASSERT_NEAR(half_t{57344.0},
-                type_convert<half_t>(f8_convert_rne<bf8_t>(ck::NumericLimits<half_t>::Max())),
+    ASSERT_NEAR(max_bf8_t_half,
+                type_convert<half_t>(f8_convert_rne<bf8_fnuz_t>(ck::NumericLimits<half_t>::Max())),
                 abs_tol);
-    // convert QuietNaN fp16 to bf8_t and check if it is QuietNaN
-    ASSERT_NEAR(type_convert<bf8_t>(0x80),
-                f8_convert_rne<bf8_t>(ck::NumericLimits<half_t>::QuietNaN()),
+    // convert QuietNaN fp16 to bf8_fnuz_t and check if it is QuietNaN
+    ASSERT_NEAR(ck::NumericLimits<bf8_fnuz_t>::QuietNaN(),
+                f8_convert_rne<bf8_fnuz_t>(ck::NumericLimits<half_t>::QuietNaN()),
                 abs_tol);
     // positive norm fp16 value to bf8 and back, check if holds
     half_t pos_half = half_t{0.0000762939};
-    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_rne<bf8_t>(pos_half)), abs_tol);
+    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_rne<bf8_fnuz_t>(pos_half)), abs_tol);
     // negative norm fp16 value to bf8 and back, check if holds
     half_t neg_half = half_t{-0.0000610351};
-    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_rne<bf8_t>(neg_half)), abs_tol);
+    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_rne<bf8_fnuz_t>(neg_half)), abs_tol);
     // positive subnorm fp16 value to bf8 and back, check if holds
     pos_half = half_t{0.0000305175};
-    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_rne<bf8_t>(pos_half)), abs_tol);
+    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_rne<bf8_fnuz_t>(pos_half)), abs_tol);
     // negative subnorm fp16 value to bf8 and back, check if holds
     neg_half = half_t{-0.0000152587};
-    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_rne<bf8_t>(neg_half)), abs_tol);
+    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_rne<bf8_fnuz_t>(neg_half)), abs_tol);
 }
 
-TEST(BF8, ConvertFP16Stochastic)
+TEST(BF8FNUZ, ConvertFP16Stochastic)
 {
     // fix the tolerance value
     float abs_tol = 1e-3;
     // convert 0 fp16 to bf8 and back, check if holds
-    ASSERT_NEAR(half_t{0.0}, type_convert<half_t>(f8_convert_sr<bf8_t>(half_t{0.0})), abs_tol);
+    ASSERT_NEAR(half_t{0.0}, type_convert<half_t>(f8_convert_sr<bf8_fnuz_t>(half_t{0.0})), abs_tol);
     // convert minimal fp16 to bf8 and back, check if holds
     ASSERT_NEAR(ck::NumericLimits<half_t>::Min(),
-                type_convert<half_t>(f8_convert_sr<bf8_t>(ck::NumericLimits<half_t>::Min())),
+                type_convert<half_t>(f8_convert_sr<bf8_fnuz_t>(ck::NumericLimits<half_t>::Min())),
                 abs_tol);
-    // convert maximal bf8_t to fp16 and check if equal to 57344.0
+
+    const auto max_bf8_t_half = type_convert<half_t>(ck::NumericLimits<bf8_fnuz_t>::Max());
+    // convert maximal bf8_fnuz_t to fp16 and check if equal to 57344.0
     ASSERT_NEAR(
-        half_t{57344.0}, type_convert<half_t>(f8_convert_sr<bf8_t>(half_t{57344.0})), abs_tol);
+        max_bf8_t_half, type_convert<half_t>(f8_convert_sr<bf8_fnuz_t>(max_bf8_t_half)), abs_tol);
     // convert maximal fp16 to bf8 and back, check if clipped to 57344.0
-    ASSERT_NEAR(half_t{57344.0},
-                type_convert<half_t>(f8_convert_sr<bf8_t>(ck::NumericLimits<half_t>::Max())),
+    ASSERT_NEAR(max_bf8_t_half,
+                type_convert<half_t>(f8_convert_sr<bf8_fnuz_t>(ck::NumericLimits<half_t>::Max())),
                 abs_tol);
-    // convert QuietNaN fp16 to bf8_t and check if it is QuietNaN
-    ASSERT_NEAR(type_convert<bf8_t>(0x80),
-                f8_convert_sr<bf8_t>(ck::NumericLimits<half_t>::QuietNaN()),
+    // convert QuietNaN fp16 to bf8_fnuz_t and check if it is QuietNaN
+    ASSERT_NEAR(ck::NumericLimits<bf8_fnuz_t>::QuietNaN(),
+                f8_convert_sr<bf8_fnuz_t>(ck::NumericLimits<half_t>::QuietNaN()),
                 abs_tol);
     // positive norm fp16 value to bf8 and back, check if holds
     half_t pos_half = half_t{0.0000762939};
-    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_sr<bf8_t>(pos_half)), abs_tol);
+    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_sr<bf8_fnuz_t>(pos_half)), abs_tol);
     // negative norm fp16 value to bf8 and back, check if holds
     half_t neg_half = half_t{-0.0000610351};
-    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_sr<bf8_t>(neg_half)), abs_tol);
+    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_sr<bf8_fnuz_t>(neg_half)), abs_tol);
     // positive subnorm fp16 value to bf8 and back, check if holds
     pos_half = half_t{0.0000305175};
-    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_sr<bf8_t>(pos_half)), abs_tol);
+    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_sr<bf8_fnuz_t>(pos_half)), abs_tol);
     // negative subnorm fp16 value to bf8 and back, check if holds
     neg_half = half_t{-0.0000152587};
-    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_sr<bf8_t>(neg_half)), abs_tol);
+    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_sr<bf8_fnuz_t>(neg_half)), abs_tol);
 }

test/data_type/test_bf8_ocp.cpp

+// SPDX-License-Identifier: MIT
+// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
+
+#include "gtest/gtest.h"
+#include "ck/utility/data_type.hpp"
+#include "ck/utility/type_convert.hpp"
+
+using ck::bf8_ocp_t;
+using ck::f8_convert_rne;
+using ck::f8_convert_sr;
+using ck::half_t;
+using ck::type_convert;
+
+TEST(BF8OCP, NumericLimits)
+{ // constants given for OCP FP8
+    EXPECT_EQ(ck::NumericLimits<bf8_ocp_t>::Min(),
+              type_convert<bf8_ocp_t>(0x04)); // 0b00000100 = 2^-14
+    EXPECT_EQ(ck::NumericLimits<bf8_ocp_t>::Max(),
+              type_convert<bf8_ocp_t>(0x7B)); // 0b01111011 = 57344
+    EXPECT_EQ(ck::NumericLimits<bf8_ocp_t>::Lowest(),
+              type_convert<bf8_ocp_t>(0xFB)); // 0b11111011 = -57344
+    EXPECT_EQ(ck::NumericLimits<bf8_ocp_t>::QuietNaN().data,
+              type_convert<bf8_ocp_t>(0x7D).data); // 0b01111101
+    EXPECT_FALSE(ck::NumericLimits<bf8_ocp_t>::QuietNaN() ==
+                 ck::NumericLimits<bf8_ocp_t>::QuietNaN());
+    EXPECT_TRUE(ck::fp8_impl::fp8_is_inf(type_convert<bf8_ocp_t>(0xFC)) &&
+                ck::fp8_impl::fp8_is_inf(type_convert<bf8_ocp_t>(0x7C)));
+}
+
+TEST(BF8OCP, ConvertFP32Nearest)
+{
+    // fix the tolerance value
+    float abs_tol = 1e-6;
+
+    // convert 0 float to bfp8 and back, check if holds
+    ASSERT_NEAR(0.0f, type_convert<float>(f8_convert_rne<bf8_ocp_t>(0.0f)), 0.0f);
+
+    // convert minimal float to bf8 and back, check if holds
+    ASSERT_NEAR(std::numeric_limits<float>::min(),
+                type_convert<float>(f8_convert_rne<bf8_ocp_t>(std::numeric_limits<float>::min())),
+                abs_tol);
+
+    const auto max_bf8_t_float = type_convert<float>(ck::NumericLimits<bf8_ocp_t>::Max());
+
+    // convert maximal bf8_ocp_t to float and check if equal to bf8 max
+    ASSERT_NEAR(
+        max_bf8_t_float, type_convert<float>(f8_convert_rne<bf8_ocp_t>(max_bf8_t_float)), 0.0f);
+
+    // convert maximal float to bf8 and back, check if clipped to bf8 max (saturation to finite)
+    ASSERT_NEAR(max_bf8_t_float,
+                type_convert<float>(f8_convert_rne<bf8_ocp_t>(std::numeric_limits<float>::max())),
+                0.0f);
+
+    // convert float infinity to bf8_ocp_t and check if it is max value (saturation to finite)
+    ASSERT_EQ(ck::NumericLimits<bf8_ocp_t>::Max(),
+              f8_convert_rne<bf8_ocp_t>(std::numeric_limits<float>::infinity()));
+
+    // positive normal float value to bf8 and back, check if holds
+    float pos_float = 0.0000762939f; // 10*2^-17
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_rne<bf8_ocp_t>(pos_float)), abs_tol);
+
+    // negative smallest normal bf8 value to bf8 and back, check if holds
+    constexpr auto neg_min_bf8 = -0.00006103515625f; //-2^-14
+    ASSERT_NEAR(neg_min_bf8, type_convert<float>(f8_convert_rne<bf8_ocp_t>(neg_min_bf8)), 0.0f);
+
+    // positive subnorm float value to bf8 and back, check if holds
+    constexpr auto pos_subnorm_bf8 = 0.000030517578125f; // 2^-15
+    ASSERT_NEAR(
+        pos_subnorm_bf8, type_convert<float>(f8_convert_rne<bf8_ocp_t>(pos_subnorm_bf8)), 0.0f);
+
+    // min subnorm bf8 value to bf8 and back, check if holds
+    constexpr auto min_subnorm_bf8 = -0.0000152587890625f; //-2^-16
+    ASSERT_NEAR(
+        min_subnorm_bf8, type_convert<float>(f8_convert_rne<bf8_ocp_t>(min_subnorm_bf8)), 0.0f);
+
+    // smaller than min subnorm bf8 value to bf8 must be zero
+    constexpr auto less_than_min_subnorm = 0.00000762939453125f; // 2^-17
+    ASSERT_EQ(0.0f, type_convert<float>(f8_convert_rne<bf8_ocp_t>(less_than_min_subnorm)));
+
+    // convert quiet NaN to bf8_ocp_t and check if it is quiet NaN
+    const auto bf8_nan = f8_convert_rne<bf8_ocp_t>(std::numeric_limits<float>::quiet_NaN());
+    ASSERT_TRUE(ck::fp8_impl::ocp_bf8_is_nan(bf8_nan.data));
+}
+
+TEST(BF8OCP, ConvertFP32Stochastic)
+{
+    // fix the tolerance value
+    float abs_tol = 1e-6;
+
+    // convert 0 float to bfp8 and back, check if holds
+    ASSERT_NEAR(0.0f, type_convert<float>(f8_convert_sr<bf8_ocp_t>(0.0f)), 0.0f);
+
+    // convert minimal float to bf8 and back, check if holds
+    ASSERT_NEAR(std::numeric_limits<float>::min(),
+                type_convert<float>(f8_convert_sr<bf8_ocp_t>(std::numeric_limits<float>::min())),
+                abs_tol);
+
+    const auto max_bf8_t_float = type_convert<float>(ck::NumericLimits<bf8_ocp_t>::Max());
+
+    // convert maximal bf8_ocp_t to float and check if equal to bf8 max
+    ASSERT_NEAR(
+        max_bf8_t_float, type_convert<float>(f8_convert_sr<bf8_ocp_t>(max_bf8_t_float)), 0.0f);
+
+    // convert maximal float to bf8 and back, check if clipped to bf8 max (saturation to finite)
+    ASSERT_NEAR(max_bf8_t_float,
+                type_convert<float>(f8_convert_sr<bf8_ocp_t>(std::numeric_limits<float>::max())),
+                0.0f);
+
+    // convert float infinity to bf8_ocp_t and check if it is max value (saturation to finite)
+    ASSERT_EQ(ck::NumericLimits<bf8_ocp_t>::Max(),
+              f8_convert_sr<bf8_ocp_t>(std::numeric_limits<float>::infinity()));
+
+    // positive normal float value to bf8 and back, check if holds
+    float pos_float = 0.0000762939f; // 10*2^-17
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_sr<bf8_ocp_t>(pos_float)), abs_tol);
+
+    // negative smallest normal bf8 value to bf8 and back, check if holds
+    constexpr auto neg_min_bf8 = -0.00006103515625f; //-2^-14
+    ASSERT_NEAR(neg_min_bf8, type_convert<float>(f8_convert_sr<bf8_ocp_t>(neg_min_bf8)), 0.0f);
+
+    // positive subnorm float value to bf8 and back, check if holds
+    constexpr auto pos_subnorm_bf8 = 0.000030517578125f; // 2^-15
+    ASSERT_NEAR(
+        pos_subnorm_bf8, type_convert<float>(f8_convert_sr<bf8_ocp_t>(pos_subnorm_bf8)), 0.0f);
+
+    // min subnorm bf8 value to bf8 and back, check if holds
+    constexpr auto min_subnorm_bf8 = -0.0000152587890625f; //-2^-16
+    ASSERT_NEAR(
+        min_subnorm_bf8, type_convert<float>(f8_convert_sr<bf8_ocp_t>(min_subnorm_bf8)), 0.0f);
+
+    // smaller than min subnorm bf8 value to bf8  alternates between 0 and 2^-16
+    constexpr auto less_than_min_subnorm = 0.00000762939453125f; // 2^-17
+    ASSERT_NEAR(0.0f,
+                type_convert<float>(f8_convert_sr<bf8_ocp_t>(less_than_min_subnorm)),
+                0.0000152587890625f);
+
+    // convert quiet NaN to bf8_ocp_t and check if it is quiet NaN
+    const auto bf8_nan = f8_convert_sr<bf8_ocp_t>(std::numeric_limits<float>::quiet_NaN());
+    ASSERT_TRUE(ck::fp8_impl::ocp_bf8_is_nan(bf8_nan.data));
+}
+
+TEST(BF8OCP, ConvertFP16Nearest)
+{
+    // fix the tolerance value
+    constexpr half_t half_t_tol  = 1e-3;
+    constexpr half_t half_t_zero = 0.0;
+
+    // convert 0 half_t to bfp8 and back, check if holds
+    ASSERT_NEAR(
+        half_t_zero, type_convert<half_t>(f8_convert_rne<bf8_ocp_t>(half_t_zero)), half_t_zero);
+
+    // convert minimal half_t to bf8 and back, check if holds
+    ASSERT_NEAR(ck::NumericLimits<half_t>::Min(),
+                type_convert<half_t>(f8_convert_rne<bf8_ocp_t>(ck::NumericLimits<half_t>::Min())),
+                half_t_tol);
+
+    const auto max_bf8_t_half_t = type_convert<half_t>(ck::NumericLimits<bf8_ocp_t>::Max());
+
+    // convert maximal bf8_ocp_t to half_t and check if equal to bf8 max
+    ASSERT_NEAR(max_bf8_t_half_t,
+                type_convert<half_t>(f8_convert_rne<bf8_ocp_t>(max_bf8_t_half_t)),
+                half_t_zero);
+
+    // convert maximal half_t to bf8 and back, check if clipped to bf8 max (saturation to finite)
+    ASSERT_NEAR(max_bf8_t_half_t,
+                type_convert<half_t>(f8_convert_rne<bf8_ocp_t>(ck::NumericLimits<half_t>::Max())),
+                half_t_zero);
+
+    // convert half_t infinity to bf8_ocp_t and check if it is max value (saturation to finite)
+    ASSERT_EQ(
+        ck::NumericLimits<bf8_ocp_t>::Max(),
+        f8_convert_rne<bf8_ocp_t>(type_convert<half_t>(std::numeric_limits<float>::infinity())));
+
+    // positive normal bf8 value to bf8 and back, check if holds
+    constexpr half_t pos_norm_bf8{0.0000762939f}; // 10*2^-17
+    ASSERT_NEAR(
+        pos_norm_bf8, type_convert<half_t>(f8_convert_rne<bf8_ocp_t>(pos_norm_bf8)), half_t_tol);
+
+    // negative smallest normal bf8 value to bf8 and back, check if holds
+    constexpr half_t neg_min_bf8{-0.00006103515625f}; //-2^-14
+    ASSERT_NEAR(
+        neg_min_bf8, type_convert<half_t>(f8_convert_rne<bf8_ocp_t>(neg_min_bf8)), half_t_zero);
+
+    // positive subnorm bf8 value to bf8 and back, check if holds
+    constexpr half_t pos_subnorm_bf8{0.000030517578125f}; // 2^-15
+    ASSERT_NEAR(pos_subnorm_bf8,
+                type_convert<half_t>(f8_convert_rne<bf8_ocp_t>(pos_subnorm_bf8)),
+                half_t_zero);
+
+    // min subnorm bf8 value to bf8 and back, check if holds
+    constexpr half_t min_subnorm_bf8{-0.0000152587890625f}; //-2^-16
+    ASSERT_NEAR(min_subnorm_bf8,
+                type_convert<half_t>(f8_convert_rne<bf8_ocp_t>(min_subnorm_bf8)),
+                half_t_zero);
+
+    // smaller than min subnorm bf8 value to bf8 must be zero
+    constexpr half_t less_than_min_subnorm{0.00000762939453125f}; // 2^-17
+    ASSERT_EQ(half_t_zero, type_convert<half_t>(f8_convert_rne<bf8_ocp_t>(less_than_min_subnorm)));
+
+    // convert quiet NaN to bf8_ocp_t and check if it is quiet NaN
+    const auto bf8_nan = f8_convert_rne<bf8_ocp_t>(ck::NumericLimits<half_t>::QuietNaN());
+    ASSERT_TRUE(ck::fp8_impl::ocp_bf8_is_nan(bf8_nan.data));
+}
+
+TEST(BF8OCP, ConvertFP16Stochastic)
+{
+    // fix the tolerance value
+    constexpr half_t half_t_tol    = 1e-3;
+    constexpr half_t half_t_zero   = 0.0;
+    constexpr auto min_subnorm_bf8 = 0.0000152587890625f; // 2^-16
+
+    // convert 0 half_t to bfp8 and back, check if holds
+    ASSERT_NEAR(
+        half_t_zero, type_convert<half_t>(f8_convert_sr<bf8_ocp_t>(half_t_zero)), half_t_zero);
+
+    // convert minimal half_t (6.103515625e-05) to fp8 and back
+    ASSERT_NEAR(ck::NumericLimits<half_t>::Min(),
+                type_convert<half_t>(f8_convert_sr<bf8_ocp_t>(ck::NumericLimits<half_t>::Min())),
+                half_t_zero);
+
+    const auto max_bf8_t_half_t = type_convert<half_t>(ck::NumericLimits<bf8_ocp_t>::Max());
+
+    // convert maximal bf8_ocp_t to half_t and check if equal to bf8 max
+    ASSERT_NEAR(max_bf8_t_half_t,
+                type_convert<half_t>(f8_convert_sr<bf8_ocp_t>(max_bf8_t_half_t)),
+                half_t_zero);
+
+    // convert maximal half_t to bf8 and back, check if clipped to bf8 max (saturation to finite)
+    ASSERT_NEAR(max_bf8_t_half_t,
+                type_convert<half_t>(f8_convert_sr<bf8_ocp_t>(ck::NumericLimits<half_t>::Max())),
+                half_t_zero);
+
+    // convert half_t infinity to bf8_ocp_t and check if it is max value (saturation to finite)
+    ASSERT_EQ(
+        ck::NumericLimits<bf8_ocp_t>::Max(),
+        f8_convert_sr<bf8_ocp_t>(type_convert<half_t>(std::numeric_limits<float>::infinity())));
+
+    // positive normal bf8 value to bf8 and back, check if holds
+    constexpr half_t pos_norm_bf8{0.0000762939f}; // 10*2^-17
+    ASSERT_NEAR(
+        pos_norm_bf8, type_convert<half_t>(f8_convert_sr<bf8_ocp_t>(pos_norm_bf8)), half_t_tol);
+
+    // negative smallest normal bf8 value to bf8 and back, check if holds
+    constexpr half_t neg_min_bf8{-0.00006103515625f}; //-2^-14
+    ASSERT_NEAR(
+        neg_min_bf8, type_convert<half_t>(f8_convert_sr<bf8_ocp_t>(neg_min_bf8)), half_t_zero);
+
+    // positive subnorm bf8 value to bf8 and back, check if holds
+    constexpr half_t pos_subnorm_bf8{0.000030517578125f}; // 2^-15
+    ASSERT_NEAR(pos_subnorm_bf8,
+                type_convert<half_t>(f8_convert_sr<bf8_ocp_t>(pos_subnorm_bf8)),
+                half_t_zero);
+
+    // min subnorm bf8 value to bf8 and back, check if holds
+    ASSERT_NEAR(half_t{-min_subnorm_bf8},
+                type_convert<half_t>(f8_convert_sr<bf8_ocp_t>(half_t{-min_subnorm_bf8})),
+                half_t_zero);
+
+    // smaller than min subnorm bf8 value to bf8  alternates between 0 and 2^-16
+    constexpr half_t less_than_min_subnorm{0.00000762939453125f}; // 2^-17
+    ASSERT_NEAR(half_t_zero,
+                type_convert<half_t>(f8_convert_sr<bf8_ocp_t>(less_than_min_subnorm)),
+                half_t{min_subnorm_bf8});
+
+    // convert quiet NaN to bf8_ocp_t and check if it is quiet NaN
+    const auto bf8_nan = f8_convert_sr<bf8_ocp_t>(ck::NumericLimits<half_t>::QuietNaN());
+    ASSERT_TRUE(ck::fp8_impl::ocp_bf8_is_nan(bf8_nan.data));
+}

test/data_type/test_fp8.cpp → test/data_type/test_fp8_fnuz.cpp

@@ -7,154 +7,171 @@
 
 using ck::f8_convert_rne;
 using ck::f8_convert_sr;
-using ck::f8_t;
+using ck::f8_fnuz_t;
 using ck::half_t;
 using ck::type_convert;
 
-TEST(FP8, NumericLimits)
+TEST(FP8FNUZ, NumericLimits)
 {
     // constants given for negative zero nan mode
-    EXPECT_EQ(ck::NumericLimits<f8_t>::Min(), type_convert<f8_t>(0x08));
-    EXPECT_EQ(ck::NumericLimits<f8_t>::Max(), type_convert<f8_t>(0x7F));
-    EXPECT_EQ(ck::NumericLimits<f8_t>::Lowest(), type_convert<f8_t>(0xFF));
-    EXPECT_EQ(ck::NumericLimits<f8_t>::QuietNaN(), type_convert<f8_t>(0x80));
+    EXPECT_EQ(ck::NumericLimits<f8_fnuz_t>::Min(), type_convert<f8_fnuz_t>(0x08));
+    EXPECT_EQ(ck::NumericLimits<f8_fnuz_t>::Max(), type_convert<f8_fnuz_t>(0x7F));
+    EXPECT_EQ(ck::NumericLimits<f8_fnuz_t>::Lowest(), type_convert<f8_fnuz_t>(0xFF));
+    EXPECT_EQ(ck::NumericLimits<f8_fnuz_t>::QuietNaN(), type_convert<f8_fnuz_t>(0x80));
 }
 
-TEST(FP8, ConvertFP32Nearest)
+TEST(FP8FNUZ, ConvertFP32Nearest)
 {
     // fix the tolerance value
     float abs_tol = 1e-6;
     // convert 0 float to fp8 and back, check if holds
-    ASSERT_NEAR(0.0f, type_convert<float>(f8_convert_rne<f8_t>(0.0f)), abs_tol);
+    ASSERT_NEAR(0.0f, type_convert<float>(f8_convert_rne<f8_fnuz_t>(0.0f)), abs_tol);
     // don't run the next test on gfx11 devices
 #ifndef CK_SKIP_FLAKY_F8_TEST
     // convert minimal float to fp8 and back, check if holds
     ASSERT_NEAR(std::numeric_limits<float>::min(),
-                type_convert<float>(f8_convert_rne<f8_t>(std::numeric_limits<float>::min())),
+                type_convert<float>(f8_convert_rne<f8_fnuz_t>(std::numeric_limits<float>::min())),
                 abs_tol);
 #endif
-    // convert maximal f8_t to float and check if equal to 240.0
-    ASSERT_NEAR(240.0f, type_convert<float>(f8_convert_rne<f8_t>(240.0f)), abs_tol);
-    // convert maximal float to fp8 and back, check if clipped to 240.0
-    ASSERT_NEAR(240.0f,
-                type_convert<float>(f8_convert_rne<f8_t>(std::numeric_limits<float>::max())),
+
+    const auto max_f8_t_float = type_convert<float>(ck::NumericLimits<f8_fnuz_t>::Max());
+    // convert maximal f8_fnuz_t to float and check if equal to fp8 max
+    ASSERT_NEAR(
+        max_f8_t_float, type_convert<float>(f8_convert_rne<f8_fnuz_t>(max_f8_t_float)), abs_tol);
+
+    // XXX: FNUZ f8_convert_rne behavior is inconsistent.
+    // Clipping large values to fp8 max (saturation to finite) contradicts converting inf float to
+    // fp8 qNAN (no saturation).
+
+    // convert maximal float to fp8 and back, check if clipped to fp8 max
+    ASSERT_NEAR(max_f8_t_float,
+                type_convert<float>(f8_convert_rne<f8_fnuz_t>(std::numeric_limits<float>::max())),
                 abs_tol);
-    // convert inf float to f8_t and check if it is qNan
-    ASSERT_NEAR(type_convert<f8_t>(0x80),
-                f8_convert_rne<f8_t>(std::numeric_limits<float>::infinity()),
+    // convert inf float to f8_fnuz_t and check if it is qNan
+    ASSERT_NEAR(ck::NumericLimits<f8_fnuz_t>::QuietNaN(),
+                f8_convert_rne<f8_fnuz_t>(std::numeric_limits<float>::infinity()),
                 abs_tol);
     // positive norm float value to fp8 and back, check if holds
     float pos_float = 0.017578125f;
-    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_rne<f8_t>(pos_float)), abs_tol);
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_rne<f8_fnuz_t>(pos_float)), abs_tol);
     // negative norm float value to fp8 and back, check if holds
     float neg_float = -0.015625f;
-    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_rne<f8_t>(neg_float)), abs_tol);
+    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_rne<f8_fnuz_t>(neg_float)), abs_tol);
     // positive subnorm float value to fp8 and back, check if holds
     pos_float = 0.00390625f;
-    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_rne<f8_t>(pos_float)), abs_tol);
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_rne<f8_fnuz_t>(pos_float)), abs_tol);
     // negative subnorm float value to fp8 and back, check if holds
     neg_float = -0.001953125f;
-    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_rne<f8_t>(neg_float)), abs_tol);
+    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_rne<f8_fnuz_t>(neg_float)), abs_tol);
 }
 
-TEST(FP8, ConvertFP32Stochastic)
+TEST(FP8FNUZ, ConvertFP32Stochastic)
 {
     // fix the tolerance value
     float abs_tol = 1e-6;
     // convert 0 float to fp8 and back, check if holds
-    ASSERT_NEAR(0.0f, type_convert<float>(f8_convert_sr<f8_t>(0.0f)), abs_tol);
+    ASSERT_NEAR(0.0f, type_convert<float>(f8_convert_sr<f8_fnuz_t>(0.0f)), abs_tol);
     // convert minimal float to fp8 and back, check if holds
     ASSERT_NEAR(std::numeric_limits<float>::min(),
-                type_convert<float>(f8_convert_sr<f8_t>(std::numeric_limits<float>::min())),
+                type_convert<float>(f8_convert_sr<f8_fnuz_t>(std::numeric_limits<float>::min())),
                 abs_tol);
-    // convert maximal f8_t to float and check if equal to 240.0
-    ASSERT_NEAR(240.0f, type_convert<float>(f8_convert_sr<f8_t>(240.0f)), abs_tol);
-    // convert maximal float to fp8 and back, check if clipped to 240.0
-    ASSERT_NEAR(240.0f,
-                type_convert<float>(f8_convert_sr<f8_t>(std::numeric_limits<float>::max())),
+
+    const auto max_f8_t_float = type_convert<float>(ck::NumericLimits<f8_fnuz_t>::Max());
+    // convert maximal f8_fnuz_t to float and check if equal to fp8 max
+    ASSERT_NEAR(
+        max_f8_t_float, type_convert<float>(f8_convert_sr<f8_fnuz_t>(max_f8_t_float)), abs_tol);
+    // convert maximal float to fp8 and back, check if clipped to fp8 max
+    ASSERT_NEAR(max_f8_t_float,
+                type_convert<float>(f8_convert_sr<f8_fnuz_t>(std::numeric_limits<float>::max())),
                 abs_tol);
-    // convert inf float to f8_t and check if it is qNan
-    ASSERT_NEAR(type_convert<f8_t>(0x80),
-                f8_convert_sr<f8_t>(std::numeric_limits<float>::infinity()),
+    // convert inf float to f8_fnuz_t and check if it is qNan
+    ASSERT_NEAR(ck::NumericLimits<f8_fnuz_t>::QuietNaN(),
+                f8_convert_sr<f8_fnuz_t>(std::numeric_limits<float>::infinity()),
                 abs_tol);
     // positive norm float value to fp8 and back, check if holds
     float pos_float = 0.017578125f;
-    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_sr<f8_t>(pos_float)), abs_tol);
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_sr<f8_fnuz_t>(pos_float)), abs_tol);
     // negative norm float value to fp8 and back, check if holds
     float neg_float = -0.015625f;
-    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_sr<f8_t>(neg_float)), abs_tol);
+    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_sr<f8_fnuz_t>(neg_float)), abs_tol);
     // positive subnorm float value to fp8 and back, check if holds
     pos_float = 0.00390625f;
-    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_sr<f8_t>(pos_float)), abs_tol);
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_sr<f8_fnuz_t>(pos_float)), abs_tol);
     // negative subnorm float value to fp8 and back, check if holds
     neg_float = -0.001953125f;
-    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_sr<f8_t>(neg_float)), abs_tol);
+    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_sr<f8_fnuz_t>(neg_float)), abs_tol);
 }
 
-TEST(FP8, ConvertFP16Nearest)
+TEST(FP8FNUZ, ConvertFP16Nearest)
 {
     // fix the tolerance value
     float abs_tol = 1e-3;
     // convert 0 fp16 to fp8 and back, check if holds
-    ASSERT_NEAR(half_t{0.0}, type_convert<half_t>(f8_convert_rne<f8_t>(half_t{0.0})), abs_tol);
+    ASSERT_NEAR(half_t{0.0}, type_convert<half_t>(f8_convert_rne<f8_fnuz_t>(half_t{0.0})), abs_tol);
     // convert minimal fp16 to fp8 and back, check if holds
     ASSERT_NEAR(ck::NumericLimits<half_t>::Min(),
-                type_convert<half_t>(f8_convert_rne<f8_t>(ck::NumericLimits<half_t>::Min())),
+                type_convert<half_t>(f8_convert_rne<f8_fnuz_t>(ck::NumericLimits<half_t>::Min())),
                 abs_tol);
-    // convert maximal f8_t to fp16 and check if equal to 240.0
-    ASSERT_NEAR(half_t{240.0}, type_convert<half_t>(f8_convert_rne<f8_t>(half_t{240.0})), abs_tol);
-    // convert maximal fp16 to fp8 and back, check if clipped to 240.0
-    ASSERT_NEAR(half_t{240.0},
-                type_convert<half_t>(f8_convert_rne<f8_t>(ck::NumericLimits<half_t>::Max())),
+
+    const auto max_f8_t_half = type_convert<half_t>(ck::NumericLimits<f8_fnuz_t>::Max());
+    // convert maximal f8_fnuz_t to fp16 and check if equal to fp8 max
+    ASSERT_NEAR(
+        max_f8_t_half, type_convert<half_t>(f8_convert_rne<f8_fnuz_t>(max_f8_t_half)), abs_tol);
+    // convert maximal fp16 to fp8 and back, check if clipped to fp8 max
+    ASSERT_NEAR(max_f8_t_half,
+                type_convert<half_t>(f8_convert_rne<f8_fnuz_t>(ck::NumericLimits<half_t>::Max())),
                 abs_tol);
-    // convert QuietNaN fp16 to f8_t and check if it is QuietNaN
-    ASSERT_NEAR(type_convert<f8_t>(0x80),
-                f8_convert_rne<f8_t>(ck::NumericLimits<half_t>::QuietNaN()),
+    // convert QuietNaN fp16 to f8_fnuz_t and check if it is QuietNaN
+    ASSERT_NEAR(ck::NumericLimits<f8_fnuz_t>::QuietNaN(),
+                f8_convert_rne<f8_fnuz_t>(ck::NumericLimits<half_t>::QuietNaN()),
                 abs_tol);
     // positive norm fp16 value to fp8 and back, check if holds
     half_t pos_half = half_t{0.017578125};
-    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_rne<f8_t>(pos_half)), abs_tol);
+    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_rne<f8_fnuz_t>(pos_half)), abs_tol);
     // negative norm fp16 value to fp8 and back, check if holds
     half_t neg_half = half_t{-0.015625};
-    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_rne<f8_t>(neg_half)), abs_tol);
+    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_rne<f8_fnuz_t>(neg_half)), abs_tol);
     // positive subnorm fp16 value to fp8 and back, check if holds
     pos_half = half_t{0.00390625};
-    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_rne<f8_t>(pos_half)), abs_tol);
+    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_rne<f8_fnuz_t>(pos_half)), abs_tol);
     // negative subnorm fp16 value to fp8 and back, check if holds
     neg_half = half_t{-0.001953125};
-    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_rne<f8_t>(neg_half)), abs_tol);
+    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_rne<f8_fnuz_t>(neg_half)), abs_tol);
 }
 
-TEST(FP8, ConvertFP16Stochastic)
+TEST(FP8FNUZ, ConvertFP16Stochastic)
 {
     // fix the tolerance value
     float abs_tol = 1e-3;
     // convert 0 fp16 to fp8 and back, check if holds
-    ASSERT_NEAR(half_t{0.0}, type_convert<half_t>(f8_convert_sr<f8_t>(half_t{0.0})), abs_tol);
+    ASSERT_NEAR(half_t{0.0}, type_convert<half_t>(f8_convert_sr<f8_fnuz_t>(half_t{0.0})), abs_tol);
     // convert minimal fp16 to fp8 and back, check if holds
     ASSERT_NEAR(ck::NumericLimits<half_t>::Min(),
-                type_convert<half_t>(f8_convert_sr<f8_t>(ck::NumericLimits<half_t>::Min())),
+                type_convert<half_t>(f8_convert_sr<f8_fnuz_t>(ck::NumericLimits<half_t>::Min())),
                 abs_tol);
-    // convert maximal f8_t to fp16 and check if equal to 240.0
-    ASSERT_NEAR(half_t{240.0}, type_convert<half_t>(f8_convert_sr<f8_t>(half_t{240.0})), abs_tol);
-    // convert maximal fp16 to fp8 and back, check if clipped to 240.0
-    ASSERT_NEAR(half_t{240.0},
-                type_convert<half_t>(f8_convert_sr<f8_t>(ck::NumericLimits<half_t>::Max())),
+
+    const auto max_f8_t_half = type_convert<half_t>(ck::NumericLimits<f8_fnuz_t>::Max());
+    // convert maximal f8_fnuz_t to fp16 and check if equal to fp8 max
+    ASSERT_NEAR(
+        max_f8_t_half, type_convert<half_t>(f8_convert_sr<f8_fnuz_t>(max_f8_t_half)), abs_tol);
+    // convert maximal fp16 to fp8 and back, check if clipped to fp8 max
+    ASSERT_NEAR(max_f8_t_half,
+                type_convert<half_t>(f8_convert_sr<f8_fnuz_t>(ck::NumericLimits<half_t>::Max())),
                 abs_tol);
-    // convert QuietNaN fp16 to f8_t and check if it is QuietNaN
-    ASSERT_NEAR(type_convert<f8_t>(0x80),
-                f8_convert_sr<f8_t>(ck::NumericLimits<half_t>::QuietNaN()),
+    // convert QuietNaN fp16 to f8_fnuz_t and check if it is QuietNaN
+    ASSERT_NEAR(ck::NumericLimits<f8_fnuz_t>::QuietNaN(),
+                f8_convert_sr<f8_fnuz_t>(ck::NumericLimits<half_t>::QuietNaN()),
                 abs_tol);
     // positive norm fp16 value to fp8 and back, check if holds
     half_t pos_half = half_t{0.017578125};
-    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_sr<f8_t>(pos_half)), abs_tol);
+    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_sr<f8_fnuz_t>(pos_half)), abs_tol);
     // negative norm fp16 value to fp8 and back, check if holds
     half_t neg_half = half_t{-0.015625};
-    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_sr<f8_t>(neg_half)), abs_tol);
+    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_sr<f8_fnuz_t>(neg_half)), abs_tol);
     // positive subnorm fp16 value to fp8 and back, check if holds
     pos_half = half_t{0.00390625};
-    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_sr<f8_t>(pos_half)), abs_tol);
+    ASSERT_NEAR(pos_half, type_convert<half_t>(f8_convert_sr<f8_fnuz_t>(pos_half)), abs_tol);
     // negative subnorm fp16 value to fp8 and back, check if holds
     neg_half = half_t{-0.001953125};
-    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_sr<f8_t>(neg_half)), abs_tol);
+    ASSERT_NEAR(neg_half, type_convert<half_t>(f8_convert_sr<f8_fnuz_t>(neg_half)), abs_tol);
 }

test/data_type/test_fp8_ocp.cpp

+// SPDX-License-Identifier: MIT
+// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
+
+#include "gtest/gtest.h"
+#include "ck/utility/data_type.hpp"
+#include "ck/utility/type_convert.hpp"
+
+using ck::f8_convert_rne;
+using ck::f8_convert_sr;
+using ck::f8_ocp_t;
+using ck::half_t;
+using ck::type_convert;
+
+TEST(FP8OCP, NumericLimits)
+{
+    // constants given for OCP FP8
+    EXPECT_EQ(ck::NumericLimits<f8_ocp_t>::Min(),
+              type_convert<f8_ocp_t>(0x08)); // 0b00001000 = 2^-6
+    EXPECT_EQ(ck::NumericLimits<f8_ocp_t>::Max(), type_convert<f8_ocp_t>(0x7E)); // 0b01111110 = 448
+    EXPECT_EQ(ck::NumericLimits<f8_ocp_t>::Lowest(),
+              type_convert<f8_ocp_t>(0xFE)); // 0b11111110 = -448
+    EXPECT_EQ(ck::NumericLimits<f8_ocp_t>::QuietNaN().data,
+              type_convert<f8_ocp_t>(0x7F).data); // 0b01111111
+    EXPECT_FALSE(ck::NumericLimits<f8_ocp_t>::QuietNaN() ==
+                 ck::NumericLimits<f8_ocp_t>::QuietNaN());
+}
+
+TEST(FP8OCP, ConvertFP32Nearest)
+{
+    // fix the tolerance value
+    float abs_tol = 1e-6;
+    // convert 0 float to fp8 and back, check if holds
+    ASSERT_NEAR(0.0f, type_convert<float>(f8_convert_rne<f8_ocp_t>(0.0f)), 0.0f);
+
+    // convert minimal float to fp8 and back, check if holds
+    ASSERT_NEAR(std::numeric_limits<float>::min(),
+                type_convert<float>(f8_convert_rne<f8_ocp_t>(std::numeric_limits<float>::min())),
+                abs_tol);
+
+    const auto max_f8_t_float = type_convert<float>(ck::NumericLimits<f8_ocp_t>::Max());
+
+    // convert maximal f8_ocp_t to float and check if equal to fp8 max
+    ASSERT_NEAR(
+        max_f8_t_float, type_convert<float>(f8_convert_rne<f8_ocp_t>(max_f8_t_float)), 0.0f);
+
+    // convert maximal float to fp8 and back, check if clipped to fp8 max (saturation to finite)
+    ASSERT_NEAR(max_f8_t_float,
+                type_convert<float>(f8_convert_rne<f8_ocp_t>(std::numeric_limits<float>::max())),
+                0.0f);
+
+    // convert float infinity to f8_ocp_t and check if it is max value (saturation to finite)
+    ASSERT_EQ(ck::NumericLimits<f8_ocp_t>::Max(),
+              f8_convert_rne<f8_ocp_t>(std::numeric_limits<float>::infinity()));
+
+    // positive norm float value to fp8 and back, check if holds
+    float pos_float = 0.017578125f;
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_rne<f8_ocp_t>(pos_float)), abs_tol);
+
+    // smallest normal fp8 value to fp8 and back, check if holds
+    float neg_float = -0.015625f; //-2^-6
+    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_rne<f8_ocp_t>(neg_float)), 0.0f);
+
+    // positive subnorm float value to fp8 and back, check if holds
+    pos_float = 0.00390625f;
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_rne<f8_ocp_t>(pos_float)), abs_tol);
+
+    // min subnorm fp8 value to fp8 and back, check if holds
+    neg_float = -0.001953125f; //-2^-9
+    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_rne<f8_ocp_t>(neg_float)), 0.0f);
+
+    // smaller than min subnorm fp8 value to fp8 must be zero
+    auto less_than_min_subnorm = 0.0009765625f; // 2^-10
+    ASSERT_EQ(0.0f, type_convert<float>(f8_convert_rne<f8_ocp_t>(less_than_min_subnorm)));
+
+    // convert quiet NaN to f8_ocp_t and check if it is quiet NaN
+    auto f8_nan = f8_convert_rne<f8_ocp_t>(std::numeric_limits<float>::quiet_NaN());
+    ASSERT_TRUE((f8_nan.data & 0x7f) == 0x7f);
+}
+
+TEST(FP8OCP, ConvertFP32Stochastic)
+{
+    // fix the tolerance value
+    float abs_tol = 1e-6;
+    // convert 0 float to fp8 and back, check if holds
+    ASSERT_NEAR(0.0f, type_convert<float>(f8_convert_sr<f8_ocp_t>(0.0f)), 0.0f);
+
+    // convert minimal float to fp8 and back, check if holds
+    ASSERT_NEAR(std::numeric_limits<float>::min(),
+                type_convert<float>(f8_convert_sr<f8_ocp_t>(std::numeric_limits<float>::min())),
+                abs_tol);
+
+    const auto max_f8_t_float = type_convert<float>(ck::NumericLimits<f8_ocp_t>::Max());
+
+    // convert maximal f8_ocp_t to float and check if equal to fp8 max
+    ASSERT_NEAR(max_f8_t_float, type_convert<float>(f8_convert_sr<f8_ocp_t>(max_f8_t_float)), 0.0f);
+
+    // convert maximal float to fp8 and back, check if clipped to fp8 max (saturation to finite)
+    ASSERT_NEAR(max_f8_t_float,
+                type_convert<float>(f8_convert_sr<f8_ocp_t>(std::numeric_limits<float>::max())),
+                0.0f);
+
+    // convert float infinity to f8_ocp_t and check if it is max value (saturation to finite)
+    ASSERT_EQ(ck::NumericLimits<f8_ocp_t>::Max(),
+              f8_convert_sr<f8_ocp_t>(std::numeric_limits<float>::infinity()));
+
+    // positive norm float value to fp8 and back, check if holds
+    float pos_float = 0.017578125f;
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_sr<f8_ocp_t>(pos_float)), abs_tol);
+
+    // smallest normal fp8 value to fp8 and back, check if holds
+    float neg_float = -0.015625f; //-2^-6
+    ASSERT_NEAR(neg_float, type_convert<float>(f8_convert_sr<f8_ocp_t>(neg_float)), 0.0f);
+
+    // positive subnorm float value to fp8 and back, check if holds
+    pos_float = 0.00390625f;
+    ASSERT_NEAR(pos_float, type_convert<float>(f8_convert_sr<f8_ocp_t>(pos_float)), abs_tol);
+
+    // min subnorm fp8 value to fp8 and back, check if holds
+    constexpr auto min_subnorm_fp8 = -0.001953125f; //-2^-9
+    ASSERT_NEAR(
+        min_subnorm_fp8, type_convert<float>(f8_convert_sr<f8_ocp_t>(min_subnorm_fp8)), 0.0f);
+
+    // smaller than min subnorm fp8 value to fp8 alternates between 0 and 2^-9
+    auto less_than_min_subnorm = 0.0009765625f; // 2^-10
+    ASSERT_NEAR(
+        0.0f, type_convert<float>(f8_convert_sr<f8_ocp_t>(less_than_min_subnorm)), 0.001953125f);
+
+    // convert quiet NaN to f8_ocp_t and check if it is quiet NaN
+    auto f8_nan = f8_convert_sr<f8_ocp_t>(std::numeric_limits<float>::quiet_NaN());
+    ASSERT_TRUE((f8_nan.data & 0x7f) == 0x7f);
+}
+
+TEST(FP8OCP, ConvertFP16Nearest)
+{
+    // fix the tolerance value
+    constexpr half_t half_t_tol  = 1e-3;
+    constexpr half_t half_t_zero = 0.0;
+    // convert 0 half_t to fp8 and back, check if holds
+    ASSERT_NEAR(
+        half_t_zero, type_convert<half_t>(f8_convert_rne<f8_ocp_t>(half_t_zero)), half_t_zero);
+
+    // convert minimal half_t to fp8 and back, check if holds
+    ASSERT_NEAR(ck::NumericLimits<half_t>::Min(),
+                type_convert<half_t>(f8_convert_rne<f8_ocp_t>(ck::NumericLimits<half_t>::Min())),
+                half_t_tol);
+    const auto max_f8_t_half_t = type_convert<half_t>(ck::NumericLimits<f8_ocp_t>::Max());
+
+    // convert maximal f8_ocp_t to half_t and check if equal to fp8 max
+    ASSERT_NEAR(max_f8_t_half_t,
+                type_convert<half_t>(f8_convert_rne<f8_ocp_t>(max_f8_t_half_t)),
+                half_t_zero);
+
+    // convert maximal half_t to fp8 and back, check if clipped to fp8 max (saturation to finite)
+    ASSERT_NEAR(max_f8_t_half_t,
+                type_convert<half_t>(f8_convert_rne<f8_ocp_t>(ck::NumericLimits<half_t>::Max())),
+                half_t_zero);
+
+    // convert half_t infinity to f8_ocp_t and check if it is max value (saturation to finite)
+    ASSERT_EQ(
+        ck::NumericLimits<f8_ocp_t>::Max(),
+        f8_convert_rne<f8_ocp_t>(type_convert<half_t>(std::numeric_limits<float>::infinity())));
+
+    // positive norm half_t value to fp8 and back, check if holds
+    half_t pos_half_t{0.017578125f};
+    ASSERT_NEAR(pos_half_t, type_convert<half_t>(f8_convert_rne<f8_ocp_t>(pos_half_t)), half_t_tol);
+
+    // smallest normal fp8 value to fp8 and back, check if holds
+    half_t neg_half_t{-0.015625f}; //-2^-6
+    ASSERT_NEAR(
+        neg_half_t, type_convert<half_t>(f8_convert_rne<f8_ocp_t>(neg_half_t)), half_t_zero);
+
+    // positive subnorm half_t value to fp8 and back, check if holds
+    pos_half_t = half_t{0.00390625f};
+    ASSERT_NEAR(pos_half_t, type_convert<half_t>(f8_convert_rne<f8_ocp_t>(pos_half_t)), half_t_tol);
+
+    // min subnorm fp8 value to fp8 and back, check if holds
+    neg_half_t = half_t{-0.001953125f}; //-2^-9
+    ASSERT_NEAR(
+        neg_half_t, type_convert<half_t>(f8_convert_rne<f8_ocp_t>(neg_half_t)), half_t_zero);
+
+    // smaller than min subnorm fp8 value to fp8 must be zero
+    auto less_than_min_subnorm = half_t{0.0009765625f}; // 2^-10
+    ASSERT_EQ(half_t_zero, type_convert<half_t>(f8_convert_rne<f8_ocp_t>(less_than_min_subnorm)));
+
+    // convert quiet NaN to f8_ocp_t and check if it is quiet NaN
+    auto f8_nan = f8_convert_rne<f8_ocp_t>(ck::NumericLimits<half_t>::QuietNaN());
+    ASSERT_TRUE(ck::fp8_impl::ocp_f8_is_nan(f8_nan.data));
+}
+
+TEST(FP8OCP, ConvertFP16Stochastic)
+{
+    // fix the tolerance value
+    constexpr half_t half_t_tol    = 1e-3;
+    constexpr half_t half_t_zero   = 0.0;
+    constexpr auto min_subnorm_fp8 = 0.001953125f; // 2^-9
+
+    // convert 0 half_t to fp8 and back, check if holds
+    ASSERT_NEAR(
+        half_t_zero, type_convert<half_t>(f8_convert_sr<f8_ocp_t>(half_t_zero)), half_t_zero);
+
+    // convert minimal half_t (6.103515625e-05) to fp8 and back
+    // alternates between 0 and 2^-9 (0.001953125)
+    ASSERT_NEAR(ck::NumericLimits<half_t>::Min(),
+                type_convert<half_t>(f8_convert_sr<f8_ocp_t>(ck::NumericLimits<half_t>::Min())),
+                type_convert<half_t>(min_subnorm_fp8));
+
+    const auto max_f8_t_half_t = type_convert<half_t>(ck::NumericLimits<f8_ocp_t>::Max());
+
+    // convert maximal f8_ocp_t to half_t and check if equal to fp8 max
+    ASSERT_NEAR(max_f8_t_half_t,
+                type_convert<half_t>(f8_convert_sr<f8_ocp_t>(max_f8_t_half_t)),
+                half_t_zero);
+
+    // convert maximal half_t to fp8 and back, check if clipped to fp8 max (saturation to finite)
+    ASSERT_NEAR(max_f8_t_half_t,
+                type_convert<half_t>(f8_convert_sr<f8_ocp_t>(ck::NumericLimits<half_t>::Max())),
+                half_t_zero);
+
+    // convert half_t infinity to f8_ocp_t and check if it is max value (saturation to finite)
+    ASSERT_EQ(
+        ck::NumericLimits<f8_ocp_t>::Max(),
+        f8_convert_sr<f8_ocp_t>(type_convert<half_t>(std::numeric_limits<float>::infinity())));
+
+    // positive norm half_t value to fp8 and back, check if holds
+    half_t pos_half_t{0.017578125f};
+    ASSERT_NEAR(pos_half_t, type_convert<half_t>(f8_convert_sr<f8_ocp_t>(pos_half_t)), half_t_tol);
+
+    // smallest normal fp8 value to fp8 and back, check if holds
+    half_t neg_half_t{-0.015625f}; //-2^-6
+    ASSERT_NEAR(neg_half_t, type_convert<half_t>(f8_convert_sr<f8_ocp_t>(neg_half_t)), half_t_zero);
+
+    // positive subnorm half_t value to fp8 and back, check if holds
+    pos_half_t = half_t{0.00390625f};
+    ASSERT_NEAR(pos_half_t, type_convert<half_t>(f8_convert_sr<f8_ocp_t>(pos_half_t)), half_t_tol);
+
+    // min subnorm fp8 value to fp8 and back, check if holds
+    neg_half_t = half_t{-min_subnorm_fp8}; //-2^-9
+    ASSERT_NEAR(neg_half_t, type_convert<half_t>(f8_convert_sr<f8_ocp_t>(neg_half_t)), half_t_zero);
+
+    // smaller than min subnorm fp8 value to fp8 alternates between 0 and 2^-9
+    auto less_than_min_subnorm = half_t{0.0009765625f}; // 2^-10
+    ASSERT_NEAR(
+        type_convert<float>(half_t_zero),
+        type_convert<float>(type_convert<half_t>(f8_convert_sr<f8_ocp_t>(less_than_min_subnorm))),
+        min_subnorm_fp8);
+
+    // convert quiet NaN to f8_ocp_t and check if it is quiet NaN
+    auto f8_nan = f8_convert_sr<f8_ocp_t>(ck::NumericLimits<half_t>::QuietNaN());
+    ASSERT_TRUE(ck::fp8_impl::ocp_f8_is_nan(f8_nan.data));
+}