680a92769c
* Fixing aqlprofile ASM statement * Removing f16 tests
418 rivejä
13 KiB
C++
418 rivejä
13 KiB
C++
// MIT License
|
|
//
|
|
// Copyright (c) 2023-2025 Advanced Micro Devices, Inc. All rights reserved.
|
|
//
|
|
// Permission is hereby granted, free of charge, to any person obtaining a copy
|
|
// of this software and associated documentation files (the "Software"), to deal
|
|
// in the Software without restriction, including without limitation the rights
|
|
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
|
// copies of the Software, and to permit persons to whom the Software is
|
|
// furnished to do so, subject to the following conditions:
|
|
//
|
|
// The above copyright notice and this permission notice shall be included in all
|
|
// copies or substantial portions of the Software.
|
|
//
|
|
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
|
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
|
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
|
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
|
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
|
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
|
// SOFTWARE.
|
|
|
|
#include <assert.h>
|
|
#include <stdlib.h>
|
|
#include <unistd.h>
|
|
#include <atomic>
|
|
#include <chrono>
|
|
#include <csignal>
|
|
#include <cstddef>
|
|
#include <cstdio>
|
|
#include <iostream>
|
|
#include <vector>
|
|
#include <map>
|
|
#include <atomic>
|
|
#include <future>
|
|
#include "counter.hpp"
|
|
#include "workload.hpp"
|
|
#include "hip/hip_runtime.h"
|
|
|
|
// Helper macro to detect RDNA3 (gfx11xx) architectures
|
|
// These architectures default to Real16 mode and require .set fake16 for legacy F16 instructions
|
|
#if defined(__gfx1100__) || defined(__gfx1101__) || defined(__gfx1102__) || defined(__gfx1103__) || \
|
|
defined(__gfx1150__) || defined(__gfx1151__) || defined(__gfx1152__) || defined(__gfx1153__) || \
|
|
defined(__gfx1200__) || defined(__gfx1201__)
|
|
#define GFX11_RDNA3_ARCH 1
|
|
#endif
|
|
|
|
#define DATA_SIZE (64*4)
|
|
|
|
#define HIP_API_CALL(CALL) do { if ((CALL) != hipSuccess) abort(); } while(0)
|
|
|
|
|
|
//#define ATTEMPT_GMI
|
|
#define DOT2_ARCH
|
|
|
|
class hipMemory
|
|
{
|
|
public:
|
|
hipMemory(size_t size)
|
|
{
|
|
HIP_API_CALL(hipMalloc(&ptr, size * sizeof(float)));
|
|
HIP_API_CALL(hipMemset(ptr, 0, size * sizeof(float)));
|
|
}
|
|
~hipMemory()
|
|
{
|
|
if(ptr) HIP_API_CALL(hipFree(ptr));
|
|
}
|
|
|
|
hipMemory(hipMemory& other) = delete;
|
|
hipMemory& operator=(hipMemory& other) = delete;
|
|
|
|
float* ptr = nullptr;
|
|
};
|
|
|
|
class Stream
|
|
{
|
|
public:
|
|
Stream() { HIP_API_CALL(hipStreamCreateWithFlags(&stream, hipStreamNonBlocking)); }
|
|
~Stream() { HIP_API_CALL(hipStreamDestroy(stream)); }
|
|
|
|
Stream(Stream& other) = delete;
|
|
Stream& operator=(Stream& other) = delete;
|
|
|
|
void synchronize() { HIP_API_CALL(hipStreamSynchronize(stream)); }
|
|
|
|
hipStream_t stream;
|
|
};
|
|
|
|
class HIPWorkload : public IWorkload
|
|
{
|
|
public:
|
|
HIPWorkload(AgentInfo& agent, const std::vector<std::string>& counters)
|
|
{
|
|
col = std::make_unique<Collection>(agent, counters);
|
|
}
|
|
virtual ~HIPWorkload() {};
|
|
virtual std::string_view name() = 0;
|
|
|
|
std::map<std::string, int64_t> collect(Queue& queue)
|
|
{
|
|
assert(col);
|
|
return col->iterate(queue, *this);
|
|
}
|
|
|
|
void printcounters(Queue& queue)
|
|
{
|
|
std::cout << "Name: " << name() << std::endl;
|
|
for (auto& [name, v] : collect(queue)) std::cout << " - " << name << ": " << v << std::endl;
|
|
}
|
|
|
|
std::unique_ptr<Collection> col{nullptr};
|
|
hipMemory src{DATA_SIZE};
|
|
hipMemory dst{DATA_SIZE};
|
|
Stream stream{};
|
|
};
|
|
|
|
|
|
__global__ void copy_kernel(float* a, const float* b)
|
|
{
|
|
int idx = threadIdx.x + blockIdx.x*blockDim.x;
|
|
if (idx < DATA_SIZE)
|
|
a[idx] = b[idx];
|
|
}
|
|
|
|
__global__ void atomic_kernel(float* a, const float* b)
|
|
{
|
|
int idx = threadIdx.x + blockIdx.x*blockDim.x;
|
|
if (idx < DATA_SIZE)
|
|
atomicAdd(a+threadIdx.x, b[idx]);
|
|
}
|
|
|
|
__global__ void iops_kernel_trans()
|
|
{
|
|
// 2 F32 Trans OPS
|
|
asm volatile("v_cos_f32 v3, v3; v_cos_f32 v4, v4");
|
|
}
|
|
|
|
__global__ void iops_kernel1()
|
|
{
|
|
asm volatile("v_fma_f32 v3, v1, v2, v3"); // 2 F32 OPs
|
|
|
|
asm volatile("v_add_f64 v[0:1], v[2:3], v[4:5]"); // 1 F64 OP
|
|
asm volatile("v_fma_f64 v[0:1], v[2:3], v[4:5], v[6:7]"); // 2 F64 OP
|
|
asm volatile("v_fma_f64 v[0:1], v[2:3], v[4:5], v[6:7]"); // 2 F64 OP
|
|
}
|
|
|
|
__global__ void iops_kernel2()
|
|
{
|
|
// Fallback - removed dot2_f32_f16 instruction
|
|
asm volatile("v_add_f32 v4, v5, v6"); // 1 F32 OP
|
|
asm volatile("v_fma_f64 v[0:1], v[0:1], v[2:3], v[4:5]"); // 2 F64 OPs
|
|
|
|
}
|
|
|
|
class CopyWorkload : public HIPWorkload
|
|
{
|
|
public:
|
|
CopyWorkload(AgentInfo& agent, const std::vector<std::string>& counters): HIPWorkload(agent, counters) {}
|
|
virtual void run() override
|
|
{
|
|
copy_kernel<<<DATA_SIZE/64,64,0,stream.stream>>>(dst.ptr, src.ptr);
|
|
stream.synchronize();
|
|
}
|
|
virtual std::string_view name() override { return "CopyWorkload"; };
|
|
};
|
|
|
|
class AtomicWorkload : public HIPWorkload
|
|
{
|
|
public:
|
|
AtomicWorkload(AgentInfo& agent, const std::vector<std::string>& counters): HIPWorkload(agent, counters) {}
|
|
virtual void run() override
|
|
{
|
|
atomic_kernel<<<DATA_SIZE/64,64,0,stream.stream>>>(dst.ptr, src.ptr);
|
|
stream.synchronize();
|
|
}
|
|
virtual std::string_view name() override { return "AtomicWorkload"; };
|
|
};
|
|
|
|
class IOPSWorkload1 : public HIPWorkload
|
|
{
|
|
public:
|
|
IOPSWorkload1(AgentInfo& agent, const std::vector<std::string>& counters): HIPWorkload(agent, counters) {}
|
|
virtual void run() override
|
|
{
|
|
iops_kernel1<<<DATA_SIZE/64,64,0,stream.stream>>>();
|
|
stream.synchronize();
|
|
}
|
|
virtual std::string_view name() override { return "IOPSWorkload1"; };
|
|
};
|
|
|
|
class IOPSWorkload2 : public HIPWorkload
|
|
{
|
|
public:
|
|
IOPSWorkload2(AgentInfo& agent, const std::vector<std::string>& counters): HIPWorkload(agent, counters) {}
|
|
virtual void run() override
|
|
{
|
|
iops_kernel2<<<DATA_SIZE/64,64,0,stream.stream>>>();
|
|
stream.synchronize();
|
|
}
|
|
virtual std::string_view name() override { return "IOPSWorkload2"; };
|
|
};
|
|
|
|
class IOPSWorkload3 : public HIPWorkload
|
|
{
|
|
public:
|
|
IOPSWorkload3(AgentInfo& agent, const std::vector<std::string>& counters): HIPWorkload(agent, counters) {}
|
|
virtual void run() override
|
|
{
|
|
iops_kernel_trans<<<DATA_SIZE/64,64,0,stream.stream>>>();
|
|
stream.synchronize();
|
|
}
|
|
virtual std::string_view name() override { return "Trans IOPSWorkload"; };
|
|
};
|
|
|
|
class GMIWorkload : public HIPWorkload
|
|
{
|
|
public:
|
|
GMIWorkload(AgentInfo& agent, const std::vector<std::string>& counters): HIPWorkload(agent, counters) {}
|
|
virtual void run() override
|
|
{
|
|
auto policies = std::vector<unsigned>{hipHostMallocDefault, hipHostMallocCoherent, hipHostMallocNonCoherent};
|
|
for (auto& policy : policies)
|
|
{
|
|
float* srchost;
|
|
float* dsthost;
|
|
HIP_API_CALL(hipHostMalloc(&srchost, DATA_SIZE * sizeof(float), policy));
|
|
HIP_API_CALL(hipHostMalloc(&dsthost, DATA_SIZE * sizeof(float), policy));
|
|
|
|
for (size_t i=0; i<DATA_SIZE; i++)
|
|
srchost[i] = float(i);
|
|
|
|
copy_kernel<<<DATA_SIZE/64,64,0,stream.stream>>>(dsthost, srchost);
|
|
stream.synchronize();
|
|
atomic_kernel<<<DATA_SIZE/64,64,0,stream.stream>>>(srchost, dsthost);
|
|
stream.synchronize();
|
|
copy_kernel<<<DATA_SIZE/64,64,0,stream.stream>>>(dst.ptr, src.ptr);
|
|
stream.synchronize();
|
|
|
|
HIP_API_CALL(hipHostFree(srchost));
|
|
HIP_API_CALL(hipHostFree(dsthost));
|
|
}
|
|
}
|
|
virtual std::string_view name() override { return "GMIWorkload"; };
|
|
};
|
|
|
|
auto tcp1_counters(std::string_view gfxip)
|
|
{
|
|
std::vector<std::string> counters = {"GRBM_COUNT", "SQ_WAVES", "SQ_INSTS_VALU"};
|
|
|
|
if (gfxip.find("gfx95") == 0)
|
|
{
|
|
counters.push_back("TCP_CACHE_ACCESS");
|
|
counters.push_back("TCP_CACHE_MISS");
|
|
counters.push_back("TCP_READ");
|
|
counters.push_back("TCP_WRITE");
|
|
counters.push_back("TCC_EA0_WRREQ_DRAM");
|
|
counters.push_back("TCC_EA0_WRREQ_WRITE_DRAM");
|
|
counters.push_back("TCC_EA0_WRREQ_WRITE_DRAM_32B");
|
|
counters.push_back("TCC_EA0_WRREQ_ATOMIC_DRAM");
|
|
}
|
|
else if (gfxip.find("gfx94") == 0)
|
|
{
|
|
counters.push_back("TCP_READ");
|
|
counters.push_back("TCP_WRITE");
|
|
counters.push_back("TCC_REQ");
|
|
counters.push_back("TCC_EA0_RDREQ");
|
|
counters.push_back("TCC_ATOMIC");
|
|
counters.push_back("TCC_EA0_ATOMIC");
|
|
}
|
|
return counters;
|
|
}
|
|
|
|
auto tcp2_counters(std::string_view gfxip)
|
|
{
|
|
std::vector<std::string> counters = {"GRBM_COUNT", "SQ_WAVES", "SQ_INSTS_VALU"};
|
|
|
|
if (gfxip.find("gfx95") == 0)
|
|
{
|
|
counters.push_back("TCP_CACHE_MISS_TG0");
|
|
counters.push_back("TCP_CACHE_MISS_TG1");
|
|
counters.push_back("TCP_CACHE_MISS_TG2");
|
|
counters.push_back("TCP_CACHE_MISS_TG3");
|
|
}
|
|
else if (gfxip.find("gfx94") == 0)
|
|
{
|
|
counters.push_back("TCP_READ");
|
|
counters.push_back("TCP_WRITE");
|
|
counters.push_back("TCC_REQ");
|
|
counters.push_back("TCC_EA0_RDREQ");
|
|
counters.push_back("TCC_ATOMIC");
|
|
counters.push_back("TCC_EA0_ATOMIC");
|
|
}
|
|
return counters;
|
|
}
|
|
|
|
auto atomic_counters(std::string_view gfxip)
|
|
{
|
|
std::vector<std::string> counters = {"GRBM_COUNT", "SQ_WAVES", "SQ_INSTS_VALU"};
|
|
|
|
if (gfxip.find("gfx95") == 0)
|
|
{
|
|
counters.push_back("TCC_EA0_WRREQ_ATOMIC_DRAM");
|
|
counters.push_back("TCC_EA0_WRREQ_ATOMIC_DRAM_32B");
|
|
counters.push_back("TCC_EA0_WRREQ_DRAM");
|
|
counters.push_back("TCC_EA0_WRREQ_WRITE_DRAM");
|
|
}
|
|
else if (gfxip.find("gfx94") == 0)
|
|
{
|
|
counters.push_back("TCP_READ");
|
|
counters.push_back("TCP_WRITE");
|
|
counters.push_back("TCC_REQ");
|
|
counters.push_back("TCC_EA0_RDREQ");
|
|
counters.push_back("TCC_ATOMIC");
|
|
counters.push_back("TCC_EA0_ATOMIC");
|
|
}
|
|
return counters;
|
|
}
|
|
|
|
auto iops_counters(std::string_view gfxip)
|
|
{
|
|
std::vector<std::string> counters = {"GRBM_COUNT", "SQ_WAVES", "SQ_INSTS_VALU"};
|
|
|
|
if (gfxip.find("gfx95") == 0)
|
|
{
|
|
counters.push_back("SQ_INSTS_VALU_FLOPS_FP32");
|
|
counters.push_back("SQ_INSTS_VALU_FLOPS_FP64");
|
|
counters.push_back("SQ_INSTS_VALU_FLOPS_FP32_TRANS");
|
|
counters.push_back("SQ_INSTS_VALU_FLOPS_FP64_TRANS");
|
|
}
|
|
return counters;
|
|
}
|
|
|
|
auto gmi_counters(std::string_view gfxip)
|
|
{
|
|
std::vector<std::string> counters = {"GRBM_COUNT", "SQ_WAVES", "SQ_INSTS_VALU"};
|
|
|
|
if (gfxip.find("gfx95") == 0)
|
|
{
|
|
counters.push_back("TCC_EA0_RDREQ");
|
|
counters.push_back("TCC_EA0_RDREQ_GMI_32B");
|
|
counters.push_back("TCC_EA0_WRREQ_GMI_32B");
|
|
counters.push_back("TCC_EA0_ATOMIC_GMI_32B");
|
|
}
|
|
else if (gfxip.find("gfx94") == 0)
|
|
{
|
|
counters.push_back("TCC_EA0_WRREQ_CREDIT_STALL");
|
|
counters.push_back("TCC_EA0_WRREQ_IO_CREDIT_STALL");
|
|
counters.push_back("TCC_EA0_WRREQ_GMI_CREDIT_STALL");
|
|
counters.push_back("TCC_EA0_WRREQ_DRAM_CREDIT_STALL");
|
|
}
|
|
return counters;
|
|
}
|
|
|
|
auto io_counters(std::string_view gfxip)
|
|
{
|
|
std::vector<std::string> counters = {"GRBM_COUNT", "SQ_WAVES", "SQ_INSTS_VALU"};
|
|
|
|
if (gfxip.find("gfx95") == 0)
|
|
{
|
|
counters.push_back("TCC_EA0_RDREQ");
|
|
counters.push_back("TCC_EA0_RDREQ_IO_32B");
|
|
counters.push_back("TCC_EA0_WRREQ_IO_32B");
|
|
counters.push_back("TCC_EA0_ATOMIC_IO_32B");
|
|
}
|
|
else if (gfxip.find("gfx94") == 0)
|
|
{
|
|
counters.push_back("TCC_EA0_RDREQ");
|
|
counters.push_back("TCC_EA0_RDREQ_IO_CREDIT_STALL");
|
|
counters.push_back("TCC_EA0_RDREQ_GMI_CREDIT_STALL");
|
|
counters.push_back("TCC_EA0_RDREQ_DRAM_CREDIT_STALL");
|
|
}
|
|
return counters;
|
|
}
|
|
|
|
void printcounters(const std::map<std::string, int64_t>& map)
|
|
{
|
|
for (auto& [name, v] : map) std::cout << " - " << name << ": " << v << std::endl;
|
|
}
|
|
|
|
int main()
|
|
{
|
|
CHECK_HSA(hsa_init());
|
|
AgentInfo::iterate_agents();
|
|
|
|
auto agent = AgentInfo::gpu_agents.at(0);
|
|
|
|
{
|
|
Queue queue(agent);
|
|
CopyWorkload tcp1(*agent, tcp1_counters(agent->gfxip));
|
|
CopyWorkload tcp2(*agent, tcp2_counters(agent->gfxip));
|
|
AtomicWorkload atomic(*agent, atomic_counters(agent->gfxip));
|
|
IOPSWorkload1 iops1(*agent, iops_counters(agent->gfxip));
|
|
IOPSWorkload2 iops2(*agent, iops_counters(agent->gfxip));
|
|
IOPSWorkload3 iops3(*agent, iops_counters(agent->gfxip));
|
|
|
|
// warmup
|
|
tcp1.run();
|
|
tcp2.run();
|
|
atomic.run();
|
|
|
|
// Test
|
|
tcp1.printcounters(queue);
|
|
tcp2.printcounters(queue);
|
|
atomic.printcounters(queue);
|
|
iops1.printcounters(queue);
|
|
iops2.printcounters(queue);
|
|
iops3.printcounters(queue);
|
|
|
|
#ifdef ATTEMPT_GMI
|
|
GMIWorkload(*agent, gmi_counters(agent->gfxip)).printcounters(queue);
|
|
GMIWorkload(*agent, io_counters(agent->gfxip)).printcounters(queue);
|
|
#endif
|
|
}
|
|
|
|
CHECK_HSA(hsa_shut_down());
|
|
return 0;
|
|
}
|