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Learning how to lock a thread to a CPU core

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  • zauberflote1Z Offline
    zauberflote1Z Offline
    zauberflote1
    ModalAI Team
    wrote on last edited by
    #1

    Hello,
    If you are developing your own custom pipelines, applications, and modifying existing source code from ModalAI, this may be applicable to you.

    Motivation: Control which CPU core is responsible for a certain thread in your custom application.

    Background: It all started when I was observing the htop behavior. Sometimes the dynamic core allocation, overloads a particular core instead of keeping the effort evenly distributed, potentially causing issues if you have a "real-time" sensitive application. -- Assuming you have already set the priority and scheduler properly...

    Tackling the issue: If you look in the qvio-server source files, you will find that a particular computer vision thread is locked to CPU core 7 -- known to be the fastest VOXL2 core. Then, what if we use the same idea in a custom application (potentially for a different core), would it work? YES.

    How to do it:
    PS1: I rather use ROS over modalpipes, so the full example linked is a for a modified IMU server that controls the driver entirely via ROS, but you can do the same for a modalpipe implementation WLOG.

    Using the heavenly chosen language, C++, and ROS syntax

    void _set_affinity_to_core_7() {
        cpu_set_t cpuset;
        pthread_t thread = pthread_self();
    
        //SET IT UP TO CORE 7
        CPU_ZERO(&cpuset);
    //change this to the core you want
        CPU_SET(7, &cpuset); 
        if (pthread_setaffinity_np(thread, sizeof(cpu_set_t), &cpuset)) {
            perror("pthread_setaffinity_np");
        }
    
        //CHECK IF IT WAS SET UP
        if (pthread_getaffinity_np(thread, sizeof(cpu_set_t), &cpuset)) {
            perror("pthread_getaffinity_np");
        }
    
        ROS_INFO("IMU read thread is now locked to core: ");
        for (int j = 0; j < CPU_SETSIZE; j++) {
            if (CPU_ISSET(j, &cpuset)) {
                ROS_INFO(" %d", j);
            }
        }
        ROS_INFO("\n");
    }
    

    In the main() and using boost, define the lambda as follows:

        std::vector<boost::thread> threads;
        for (int i = 0; i < 1; ++i) {
            if (imu_enable[i]) {
                //IF YOU DONT WANT TO LOCK A SPECIFIC CORE, THEN 
                // threads.push_back(boost::thread(boost::bind(&readThreadFunc, i)));
    
                threads.push_back(boost::thread([i]() {
                _set_affinity_to_core_7();  
                readThreadFunc(i);
                }));
    
            }
        }
    

    PS2: Full Example can be found here:
    https://github.com/zauberflote1/voxlSyncVINS/blob/91d74b57cacd78db87c6bd48ac03f14ca36874ab/imu_ros/src/voxl_imu_ros/server/src/node.cpp#L43C32-L43C33

    Final Remarks:
    Only do this if you know what you are doing as you may overload a core by accident.

    All the best,
    ZBFT

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