sglang.0.4.8.post1/gdrcopy/tests/copylat.cpp

308 lines
11 KiB
C++

/*
* Copyright (c) 2021, NVIDIA CORPORATION. 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 <stdlib.h>
#include <getopt.h>
#include <memory.h>
#include <stdio.h>
#include <math.h>
#include <iostream>
#include <iomanip>
#include <cuda.h>
using namespace std;
#include "gdrapi.h"
#include "common.hpp"
using namespace gdrcopy::test;
// manually tuned...
int num_write_iters = 10000;
int num_read_iters = 100;
int dev_id = 0;
bool do_cumemcpy = false;
size_t _size = (size_t)1 << 24;
void print_usage(const char *path)
{
cout << "Usage: " << path << " [-h][-c][-s <size>][-d <gpu>][-w <iters>][-r <iters>][-a <fn>]" << endl;
cout << endl;
cout << "Options:" << endl;
cout << " -h Print this help text" << endl;
cout << " -c Also run cuMemcpy (default: no)" << endl;
cout << " -s <size> Buffer allocation size (default: " << _size << ")" << endl;
cout << " -d <gpu> GPU ID (default: " << dev_id << ")" << endl;
cout << " -w <iters> Number of write iterations (default: " << num_write_iters << ")" << endl;
cout << " -r <iters> Number of read iterations (default: " << num_read_iters << ")" << endl;
cout << " -a <fn> GPU buffer allocation function (default: cuMemAlloc)" << endl;
cout << " Choices: cuMemAlloc, cuMemCreate" << endl;
}
int main(int argc, char *argv[])
{
size_t copy_size = 1;
struct timespec beg, end;
double lat_us;
gpu_memalloc_fn_t galloc_fn = gpu_mem_alloc;
gpu_memfree_fn_t gfree_fn = gpu_mem_free;
while(1) {
int c;
c = getopt(argc, argv, "s:d:w:r:a:hc");
if (c == -1)
break;
switch (c) {
case 's':
_size = strtol(optarg, NULL, 0);
break;
case 'd':
dev_id = strtol(optarg, NULL, 0);
break;
case 'w':
num_write_iters = strtol(optarg, NULL, 0);
break;
case 'r':
num_read_iters = strtol(optarg, NULL, 0);
break;
case 'a':
if (strcmp(optarg, "cuMemAlloc") == 0) {
galloc_fn = gpu_mem_alloc;
gfree_fn = gpu_mem_free;
}
else if (strcmp(optarg, "cuMemCreate") == 0) {
galloc_fn = gpu_vmm_alloc;
gfree_fn = gpu_vmm_free;
}
else {
cerr << "Unrecognized fn argument" << endl;
exit(EXIT_FAILURE);
}
break;
case 'c':
do_cumemcpy = true;
break;
case 'h':
print_usage(argv[0]);
exit(EXIT_SUCCESS);
default:
printf("ERROR: invalid option\n");
exit(EXIT_FAILURE);
}
}
size_t size = PAGE_ROUND_UP(_size, GPU_PAGE_SIZE);
ASSERTDRV(cuInit(0));
int n_devices = 0;
ASSERTDRV(cuDeviceGetCount(&n_devices));
CUdevice dev;
for (int n=0; n<n_devices; ++n) {
char dev_name[256];
int dev_pci_domain_id;
int dev_pci_bus_id;
int dev_pci_device_id;
ASSERTDRV(cuDeviceGet(&dev, n));
ASSERTDRV(cuDeviceGetName(dev_name, sizeof(dev_name) / sizeof(dev_name[0]), dev));
ASSERTDRV(cuDeviceGetAttribute(&dev_pci_domain_id, CU_DEVICE_ATTRIBUTE_PCI_DOMAIN_ID, dev));
ASSERTDRV(cuDeviceGetAttribute(&dev_pci_bus_id, CU_DEVICE_ATTRIBUTE_PCI_BUS_ID, dev));
ASSERTDRV(cuDeviceGetAttribute(&dev_pci_device_id, CU_DEVICE_ATTRIBUTE_PCI_DEVICE_ID, dev));
cout << "GPU id:" << n << "; name: " << dev_name
<< "; Bus id: "
<< std::hex
<< std::setfill('0') << std::setw(4) << dev_pci_domain_id
<< ":" << std::setfill('0') << std::setw(2) << dev_pci_bus_id
<< ":" << std::setfill('0') << std::setw(2) << dev_pci_device_id
<< std::dec
<< endl;
}
cout << "selecting device " << dev_id << endl;
ASSERTDRV(cuDeviceGet(&dev, dev_id));
CUcontext dev_ctx;
ASSERTDRV(cuDevicePrimaryCtxRetain(&dev_ctx, dev));
ASSERTDRV(cuCtxSetCurrent(dev_ctx));
ASSERT_EQ(check_gdr_support(dev), true);
CUdeviceptr d_A;
gpu_mem_handle_t mhandle;
ASSERTDRV(galloc_fn(&mhandle, size, true, true));
d_A = mhandle.ptr;
cout << "device ptr: 0x" << hex << d_A << dec << endl;
cout << "allocated size: " << size << endl;
if (galloc_fn == gpu_mem_alloc)
cout << "gpu alloc fn: cuMemAlloc" << endl;
else
cout << "gpu alloc fn: cuMemCreate" << endl;
uint32_t *init_buf = NULL;
uint32_t *h_buf = NULL;
ASSERTDRV(cuMemAllocHost((void **)&init_buf, size));
ASSERT_NEQ(init_buf, (void*)0);
ASSERTDRV(cuMemAllocHost((void **)&h_buf, size));
ASSERT_NEQ(h_buf, (void*)0);
init_hbuf_walking_bit(init_buf, size);
if (do_cumemcpy) {
cout << endl;
cout << "cuMemcpy_H2D num iters for each size: " << num_write_iters << endl;
printf("Test \t\t Size(B) \t Avg.Time(us)\n");
BEGIN_CHECK {
// cuMemcpy H2D benchmark
copy_size = 1;
while (copy_size <= size) {
int iter = 0;
clock_gettime(MYCLOCK, &beg);
for (iter = 0; iter < num_write_iters; ++iter) {
ASSERTDRV(cuMemcpy(d_A, (CUdeviceptr)init_buf, copy_size));
}
clock_gettime(MYCLOCK, &end);
lat_us = ((end.tv_nsec-beg.tv_nsec)/1000.0 + (end.tv_sec-beg.tv_sec)*1000000.0) / (double)iter;
printf("cuMemcpy_H2D \t %8zu \t %11.4f\n", copy_size, lat_us);
copy_size <<= 1;
}
} END_CHECK;
cout << endl;
cout << "cuMemcpy_D2H num iters for each size: " << num_read_iters << endl;
printf("Test \t\t Size(B) \t Avg.Time(us)\n");
BEGIN_CHECK {
// cuMemcpy D2H benchmark
copy_size = 1;
while (copy_size <= size) {
int iter = 0;
clock_gettime(MYCLOCK, &beg);
for (iter = 0; iter < num_read_iters; ++iter) {
ASSERTDRV(cuMemcpy((CUdeviceptr)h_buf, d_A, copy_size));
}
clock_gettime(MYCLOCK, &end);
lat_us = ((end.tv_nsec-beg.tv_nsec)/1000.0 + (end.tv_sec-beg.tv_sec)*1000000.0) / (double)iter;
printf("cuMemcpy_D2H \t %8zu \t %11.4f\n", copy_size, lat_us);
copy_size <<= 1;
}
} END_CHECK;
cout << endl;
}
cout << endl;
gdr_t g = gdr_open_safe();
gdr_mh_t mh;
BEGIN_CHECK {
// tokens are optional in CUDA 6.0
ASSERT_EQ(gdr_pin_buffer(g, d_A, size, 0, 0, &mh), 0);
ASSERT_NEQ(mh, null_mh);
void *map_d_ptr = NULL;
ASSERT_EQ(gdr_map(g, mh, &map_d_ptr, size), 0);
cout << "map_d_ptr: " << map_d_ptr << endl;
gdr_info_t info;
ASSERT_EQ(gdr_get_info(g, mh, &info), 0);
cout << "info.va: " << hex << info.va << dec << endl;
cout << "info.mapped_size: " << info.mapped_size << endl;
cout << "info.page_size: " << info.page_size << endl;
cout << "info.mapped: " << info.mapped << endl;
cout << "info.wc_mapping: " << info.wc_mapping << endl;
// remember that mappings start on a 64KB boundary, so let's
// calculate the offset from the head of the mapping to the
// beginning of the buffer
int off = info.va - d_A;
cout << "page offset: " << off << endl;
uint32_t *buf_ptr = (uint32_t *)((char *)map_d_ptr + off);
cout << "user-space pointer: " << buf_ptr << endl;
// gdr_copy_to_mapping benchmark
cout << endl;
cout << "gdr_copy_to_mapping num iters for each size: " << num_write_iters << endl;
cout << "WARNING: Measuring the API invocation overhead as observed by the CPU. Data might not be ordered all the way to the GPU internal visibility." << endl;
// For more information, see
// https://docs.nvidia.com/cuda/gpudirect-rdma/index.html#sync-behavior
printf("Test \t\t\t Size(B) \t Avg.Time(us)\n");
copy_size = 1;
while (copy_size <= size) {
int iter = 0;
clock_gettime(MYCLOCK, &beg);
for (iter = 0; iter < num_write_iters; ++iter) {
gdr_copy_to_mapping(mh, buf_ptr, init_buf, copy_size);
}
clock_gettime(MYCLOCK, &end);
lat_us = ((end.tv_nsec-beg.tv_nsec)/1000.0 + (end.tv_sec-beg.tv_sec)*1000000.0) / (double)iter;
printf("gdr_copy_to_mapping \t %8zu \t %11.4f\n", copy_size, lat_us);
copy_size <<= 1;
}
MB();
// gdr_copy_from_mapping benchmark
cout << endl;
cout << "gdr_copy_from_mapping num iters for each size: " << num_read_iters << endl;
printf("Test \t\t\t Size(B) \t Avg.Time(us)\n");
copy_size = 1;
while (copy_size <= size) {
int iter = 0;
clock_gettime(MYCLOCK, &beg);
for (iter = 0; iter < num_read_iters; ++iter)
gdr_copy_from_mapping(mh, h_buf, buf_ptr, copy_size);
clock_gettime(MYCLOCK, &end);
lat_us = ((end.tv_nsec-beg.tv_nsec)/1000.0 + (end.tv_sec-beg.tv_sec)*1000000.0) / (double)iter;
printf("gdr_copy_from_mapping \t %8zu \t %11.4f\n", copy_size, lat_us);
copy_size <<= 1;
}
cout << "unmapping buffer" << endl;
ASSERT_EQ(gdr_unmap(g, mh, map_d_ptr, size), 0);
cout << "unpinning buffer" << endl;
ASSERT_EQ(gdr_unpin_buffer(g, mh), 0);
} END_CHECK;
cout << "closing gdrdrv" << endl;
ASSERT_EQ(gdr_close(g), 0);
ASSERTDRV(gfree_fn(&mhandle));
return 0;
}
/*
* Local variables:
* c-indent-level: 4
* c-basic-offset: 4
* tab-width: 4
* indent-tabs-mode: nil
* End:
*/