cuda-gdb 基本功能

太过爱你忘了你带给我的痛 2022-10-12 14:59 181阅读 0赞

[官方文档][Link 1]

## kernel之间切换 ##

1.  查看当前所在的kernel

(cuda-gdb) cuda device sm warp lane block thread
    block (0,0,0), thread (0,0,0), device 0, sm 0, warp 0, lane 0 
    (cuda-gdb) cuda kernel block thread
    kernel 1, block (0,0,0), thread (0,0,0)
    (cuda-gdb) cuda kernel
    kernel 1

1.  切换kernel

(cuda-gdb) cuda device 0 sm 1 warp 2 lane 3
    [Switching focus to CUDA kernel 1, grid 2, block (8,0,0), thread
    (67,0,0), device 0, sm 1, warp 2, lane 3]
    374 int totalThreads = gridDim.x * blockDim.x;
    
    (cuda-gdb) cuda thread (15)
    [Switching focus to CUDA kernel 1, grid 2, block (8,0,0), thread
    (15,0,0), device 0, sm 1, warp 0, lane 15]
    374 int totalThreads = gridDim.x * blockDim.x;
    
    (cuda-gdb) cuda block 1 thread 3
    [Switching focus to CUDA kernel 1, grid 2, block (1,0,0), thread (3,0,0), 
    device 0, sm 3, warp 0, lane 3]
    374 int totalThreads = gridDim.x * blockDim.

## 设置断点 ##

1.根据symbolic

(cuda-gdb) break my_function
    (cuda-gdb) break my_class::my_method

对于模版函数，类型信息必须提供

(cuda-gdb) break int my_templatized_function<int>(int)

可以使用下面的方法找到函数名

(cuda-gdb) set demangle-style none
    (cuda-gdb) info function my_function_name
    (cuda-gdb) set demangle-style auto

2.根据文件行数

(cuda-gdb) break my_file.cu:185

3, 程序开始执行的时设置断点

(cuda-gdb) set cuda break_on_launch application

## 查看程序状态 ##

参数类型和内容

(cuda-gdb) print &array
    $1 = (@shared int (*)[0]) 0x20 
    (cuda-gdb) print array[0]@4
    $2 = {0, 128, 64, 192}

也可以通过指针访问+偏移打印内容

(cuda-gdb) print *(@shared int*)0x20
    $3 = 0
    (cuda-gdb) print *(@shared int*)0x24
    $4 = 128
    (cuda-gdb) print *(@shared int*)0x28
    $5 = 64

查看当前设备的状态

info cuda devices or …
    info cuda sms SM
    info cuda threads
    info cuda threads breakpoint all
    info cuda thredas breakpoint 2 lane 1
    
    
    # 设备
    devices
    
    # sm
    sms
    
    # warps
    warps
    
    # lanes
    lanes
    
    # kernels
    查看当前激活的kernel
    
    blocks
    当前kernel 所有激活的block
    
    threads
    当前kernel所有激活的线程
    
    launch trace
    查看当前kernel的父亲kernel
    
    launch children
    查看当前kernel的子kernel
    
    
    contexts
    查看所有的context

查看汇编

(cuda-gdb) x/4i $pc-32
       0xa689a8 <acos_main(acosParams)+824>: MOV R0, c[0x0][0x34]
       0xa689b8 <acos_main(acosParams)+840>: MOV R3, c[0x0][0x28]
       0xa689c0 <acos_main(acosParams)+848>: IMUL R2, R0, R3
    => 0xa689c8 <acos_main(acosParams)+856>: MOV R0, c[0x0][0x28]

查看寄存器

(cuda-gdb) info registers $R0 $R1 $R2 $R3
    R0             0xf0     240
    R1             0xfffc48 16776264
    R2             0x7800   30720
    R3             0x80     128

## 调试MPI程序 ##

在代码的开始加入：

{
        int i = 0;
        char host[256];
        printf("PID %d on node %s is ready for attach\n",
                getpid(), host);
        fflush(stdout);
        while (0 == i) {
            sleep(5);
        }
    }

执行mpi程序

mpirun -np 2 -host nv1,nv2 a.out

使用cuda-gdb

cuda-gdb --pid 5488

[Link 1]: https://link.zhihu.com/?target=https%3A//docs.nvidia.com/cuda/cuda-gdb/index.html