Commit d1499dd8 authored by Rostyslav Geyyer's avatar Rostyslav Geyyer
Browse files

Add a repro test

parent bec4968e
...@@ -81,6 +81,12 @@ if(GPU_TARGETS MATCHES "gfx950") ...@@ -81,6 +81,12 @@ if(GPU_TARGETS MATCHES "gfx950")
endif() endif()
add_dependencies(test_mx_data_types test_mx_fp4) add_dependencies(test_mx_data_types test_mx_fp4)
add_gtest_executable(test_mx_fp4_repro test_mx_fp4_repro.cpp)
if(result EQUAL 0)
target_link_libraries(test_mx_fp4_repro PRIVATE utility)
endif()
add_dependencies(test_mx_data_types test_mx_fp4_repro)
add_gtest_executable(test_e8m0 test_e8m0.cpp) add_gtest_executable(test_e8m0 test_e8m0.cpp)
if(result EQUAL 0) if(result EQUAL 0)
target_link_libraries(test_e8m0 PRIVATE utility) target_link_libraries(test_e8m0 PRIVATE utility)
......
// SPDX-License-Identifier: MIT
// Copyright (c) 2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/library/utility/device_memory.hpp"
#include "ck/utility/scaled_type_convert.hpp"
using ck::e8m0_bexp_t;
using ck::float16_t;
using ck::float2_t;
using ck::float32_t;
using ck::scaled_type_convert;
using ck::type_convert;
using ck::f4_convert_rne;
using ck::f4_convert_sr;
using ck::f4_t;
using ck::f4x16_t;
using ck::f4x2_pk_t;
using ck::f4x2_t;
using ck::f4x32_t;
__host__ __device__ void test_mx_fp4_to_fp32(float* p_test)
{
/// Test vector conversions
// f4x2 -> f32x2
f4x2_t f4x2{f4x2_t::data_v{0b00011100}}; // 0b0001(=0.5) and 0b1100(=-2.0)
auto scale2 = e8m0_bexp_t(2.0f);
float2_t f32x2 = scaled_type_convert<float2_t>(scale2, f4x2);
p_test[0] = f32x2[0];
p_test[1] = f32x2[1];
}
__global__ void run_test_mx_fp4_to_fp32(float* p_test) { test_mx_fp4_to_fp32(p_test); }
__host__ __device__ void test_mx_fp32_to_fp4_rne(float* p_test)
{
// f32x2 -> f4x2
float2_t f32x2 = {1.0f, -4.0f};
auto scale2 = e8m0_bexp_t(2.0f);
f4x2_t f4x2 = f4_convert_rne(f32x2, type_convert<float>(scale2)); // expect {0.5, -2}
p_test[0] = type_convert<float>(
f4_t(f4x2.AsType<f4x2_pk_t>()(ck::Number<0>{}).unpack<>(ck::Number<0>{}))); // 0.5f
p_test[1] = type_convert<float>(
f4_t(f4x2.AsType<f4x2_pk_t>()(ck::Number<0>{}).unpack<>(ck::Number<1>{}))); // -2.0f
}
__global__ void run_test_mx_fp32_to_fp4_rne(float* p_test) { test_mx_fp32_to_fp4_rne(p_test); }
__host__ __device__ void test_mx_fp32_to_fp4_sr(float* p_test)
{
float2_t f32x2 = {1.0f, -4.0f};
auto scale2 = e8m0_bexp_t(2.0f);
f4x2_t f4x2 = f4_convert_sr(f32x2, type_convert<float>(scale2)); // expect {0.5, -2}
p_test[0] = type_convert<float>(
f4_t(f4x2.AsType<f4x2_pk_t>()(ck::Number<0>{}).unpack<>(ck::Number<0>{}))); // 0.5f
p_test[1] = type_convert<float>(
f4_t(f4x2.AsType<f4x2_pk_t>()(ck::Number<0>{}).unpack<>(ck::Number<1>{}))); // -2.0f
}
__global__ void run_test_mx_fp32_to_fp4_sr(float* p_test) { test_mx_fp32_to_fp4_sr(p_test); }
TEST(MXFP4, FP4ToFP32)
{
std::vector<float> out(2, -1.0f);
DeviceMem device_out(2 * sizeof(float));
// DeviceMem device_completed(sizeof(uint64_t));
// device_out.SetValue(-21.0f);
// device_completed.SetValue(-21.0f);
run_test_mx_fp4_to_fp32<<<1, 1>>>(static_cast<float*>(device_out.GetDeviceBuffer()));
// uint64_t completed = 0;
// device_completed.FromDevice(&completed);
device_out.FromDevice(out.data());
// f4x2 -> f32x2
EXPECT_EQ(out[0], 1.0f);
EXPECT_EQ(out[1], -4.0f);
}
TEST(MXFP4, FP32ToFP4RNE)
{
std::vector<float> out(2, -1.0f);
DeviceMem device_out(2 * sizeof(float));
// DeviceMem device_completed(sizeof(uint64_t));
run_test_mx_fp32_to_fp4_rne<<<1, 1>>>(static_cast<float*>(device_out.GetDeviceBuffer()));
// uint64_t completed = 0;
// device_completed.FromDevice(&completed);
device_out.FromDevice(out.data());
// f32x2 -> f4x2
// RNE
EXPECT_EQ(out[0], 0.5f);
EXPECT_EQ(out[1], -2.0f);
}
TEST(MXFP4, FP32ToFP4SR)
{
std::vector<float> out(2, -1.0f);
DeviceMem device_out(2 * sizeof(float));
// DeviceMem device_completed(sizeof(uint64_t));
run_test_mx_fp32_to_fp4_sr<<<1, 1>>>(static_cast<float*>(device_out.GetDeviceBuffer()));
// uint64_t completed = 0;
// device_completed.FromDevice(&completed);
device_out.FromDevice(out.data());
// SR
EXPECT_EQ(out[0], 0.5f);
EXPECT_EQ(out[1], -2.0f);
}
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