Start using the Intel® Distribution for GDB* for debugging Data Parallel C++ (DPC++) and OpenCL™ applications. Follow the instructions below to set up the debugger to debug applications with kernels offloaded to CPU and GPU devices.

Intel® Distribution for GDB* is available as part of the Intel® oneAPI Base Toolkit. For more information on oneAPI toolkits, visit the product page.

Visit the Release Notes page for the Known Issues and most up-to-date information.

You can use a DPC++ sample code, Array Transform, to get started with the Intel® Distribution for GDB*. The sample does not generate errors and aims to be minimal for illustrating debugger features. The code processes elements of the input array depending on whether they are even or odd, and produces an output array. You can use the sample to debug on both the CPU or GPU, specifying the chosen device through a command line argument. Note though that GPU debugging requires two machines and additional configuration for remote debugging.

Prerequisites

If you aim to debug on GPU, install the latest GPU drivers and configure your system to use them. Refer to the Installation Guide.

Set Up the GPU Debugger

To set up the GPU debugger, you must have root access.

Note: During kernel debugging, the GPU is halted and the video output is unavailable on your target machine. Connect to the machine via ssh.

  1. Check that you have installed and loaded the debug companion driver (igfxdcd). You can check whether the module is installed with: 

    modinfo igfxdcd

    If the module is not found, install it with:

    • For APT-based systems: 

      sudo dpkg -i $ONEAPI_ROOT/debugger/latest/igfxdcd-*-Linux.deb

    • For RPM-based systems: 

      sudo rpm -i $ONEAPI_ROOT/debugger/latest/igfxdcd-*-Linux.rpm

    where <install_dir> is the oneAPI install location.

    Load the debug companion driver with: 

    sudo modprobe igfxdcd

    Important: The host system does not recognize the igfxdcd signature if the public signature key is not installed on the system. You can download the key from the following locations:

  2. If you have not already done so, set up your CLI environment by sourcing the setvars script located in the root of your toolkit installation.

    Linux (sudo): 

    source /opt/intel/oneapi/setvars.sh

    Linux (user): 

    source ~/intel/oneapi/setvars.sh

  3. Test if you now can attach to the GPU and listen to debug events by executing the following command: 

    gdbserver-gt --attach --hostpid=999 :1234 1

    The output below indicates successful attachment: 

    intelgt: attached to device 1 of 1; id 0x5927 (Gen9)
Attached; pid = 1
Listening on port 1234

  4. To exit testing, press Ctrl+C.

    The output below indicates that the companion driver is not installed or loaded properly. Please, review the GPU installation and configuration instructions to ensure that you set up the device correctly. 

    no device '1' found, there are 0 devices

Exiting

Compile the Program with Debug Information

You can use the sample project, Array Transform, to quickly get started with the application debugger.

  1. To get the sample, choose any of the following ways:

  2. Navigate to the src of the sample project: 

    cd array-transform/src

  3. Compile the DPC++ application by enabling the debug info (-g flag) and turning off optimizations (-O0 flag).

    • Option 1. You can use the CMake file to configure and build the application. Refer to the README of the sample for the instructions.

      Note: The CMake file provided with the sample already passes the -g -O0 flags.

    • Option 2. To compile the array-transform.cpp sample application without the CMake file, issue the following commands: 

      dpcpp -g -O0 array-transform.cpp -o array-transform

      If compilation and linking is done separately, retain the -g -O0 flags at the link step. The link step is when dpcpp translates these flags to be passed to the device compiler at runtime. Example: 

      dpcpp -g -O0 -c array-transform.cpp
dpcpp -g -O0 array-transform.o -o array-transform

    • Option 3. Ahead-of-Time (AOT) compilation may help avoid longer just-in-time (JIT) compilation times at runtime. To use Ahead-of-Time compilation mode:

      • For debugging on GPU:

        Pass the -cl-opt-disable and -cl-kernel-debug-enable flags to the device compiler. For example: 

        dpcpp -g -O0 -fsycl-targets=spir64_gen-unknown-unknown-sycldevice \
-Xs "-device kbl -internal_options -cl-kernel-debug-enable -options -cl-opt-disable" \
array-transform.cpp -o array-transform

        Ahead-of-Time compilation requires the OpenCL™ Offline (OC Compiler LOC). For more information, refer the section "Install OpenCL™ Offline Compiler (OCLOC)" of the Installation Guide.

      • For debugging on CPU, no additional actions are required.

      For more information on AOT compilation, please refer to the Intel® oneAPI DPC++ Compiler Developer Guide and Reference.

Start a Debug Session

When the setup above is completed, start the debug session:

  1. Start Intel® Distribution for GDB* as follows: 
    gdb-oneapi array-transform

    You should see the (gdb) prompt.

  2. To make sure that the kernel is offloaded to the right device, do the following steps. When you execute the run command from the (gdb) prompt, pass the cpu, gpu or accelerator argument:
    • For debugging on the CPU: 
      run cpu

      Example output: 

      [SYCL] Using device: [Intel(R) Core(TM) i7-9750H CPU @ 2.60GHz] from [Intel(R) OpenCL]
    • For debugging on the GPU: 
      run gpu

      Example output: 

      [SYCL] Using device: [Intel(R) Graphics Gen9 [0x3e9b]] from [Intel(R) Level-Zero][New Thread 1073741824]
    • For debugging on the FPGA-emulator: 
      run accelerator
Walk through basic debugging scenarios to learn more about using Intel® Distribution for GDB*.

Learn More

Document

Description

Tutorial: Debugging with Intel® Distribution for GDB*

This document describes the basic scenarios to follow while debugging DPC++ and OpenCL with Intel® Distribution for GDB*.

Intel® Distribution for GDB* User Guide

This document describes all common tasks that you can complete with Intel® Distribution for GDB* and provides necessary technical details..

Intel® Distribution for GDB* Release Notes

The notes contain the most up-to-date information about Intel® Distribution for GDB* as part of the Intel® oneAPI Base Toolkit.

oneAPI product page

This page contains brief introduction on oneAPI toolkits and links to useful resources.

Intel® Distribution for GDB* Reference Sheet

The document briefly describes Intel® Distribution for GDB* prerequisites and useful commands.

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