LoaderLock MDA

This post isn't really about accelerated image processing, but the topic is related to deployment of DLLs of any type.  I hope this helps somebody save some time if they encounter this issue.  Whilst developing a C# demo app for one of my CUDA libraries, I encountered a strange error:

LoaderLock was detected
Message: DLL 'Cephalon.dll' is attempting managed execution inside OS Loader lock. Do not attempt to run managed code inside a DllMain or image initialization function since doing so can cause the application to hang.

It took me a while to figure out what was going on, and it was related to how I build CUDA libraries.  

When I make a CUDA enabled library, I wrap up the compiled kernel cubin files as a resource compiled into the DLL itself.  An alternative simpler method is to supply a cubin text file along with each dll and load it directly using the CUDA function:

cuModuleLoad(&cuModule, pszModulePath) 

 

but having two files can lead to version control and maintainance issues. Plus, I try and make a living doing this, and dont really want people reading my precious kernel code that took four months to write too easily. 



So I wrap up the compiled code string neatly inside the DLL as a resource, then get that resource string and compile it on-the-fly (or just-in-time) using the alternative CUDA function:

cuModuleLoadDataEx( &cuModule,pCubinStr,3,&jitOptions[0],&jitOptVals[0]);

This is great but in order to get the string resource from inside the DLL I need to call a varient of LoadResource. And I need to call FindResource to find that resource first.  And I need to call GetModuleHandle("LibraryName.dll") before any of those.  The problem is that GetModuleHandle is a prohibited function to call even indirectly from LoadLibrary when the DLL is first loaded and mapped into the process address space.  

The C# application was loading the DLL when it first encountered one of the functions, this then tried to initialise the CUDA module and load the resource automatically from the dll entry point.  Ultimately, the call to GetModuleHandle raised an alarm back in the managed code.  Not easy to spot.


More on the LoaderLock MDA can be found here





Vision Experts

Proper Work

I can barely believe that it's nearly that time of year when I pack up my Laptop and go to Stuttgart for the Vision show to catch up with the latest news and technology in the Machine Vision industry. Last year I returned feeling enthusiastic and determined to produce some quality software algorithm of my own using my newly found CUDA skills. Now that an entire year has passed I have been struggling to remember what exactly I have achieved towards that goal. It appears that I have been doing alot of WORK, which pays the bills, but hardly any work.

Emanuel Derman spoke about WORK and work which captured the essence of what I think many talented engineers feel every day. There is always alot of WORK to be done, things like paperwork and meetings and bug fixes and presentations and little tasks which get you through the day and pay your bills. But the number of days in which real work gets done, stuff which will last more than a day and which feels like rewarding constructive activity... well that doesn't seem to happen enough.

The only solution I have found is to do some work after a full day of WORK. Unfortunatley an hour or two of typing in the evening, propped up by strong coffee and hungry for food is not the environment which germinates really good blue-sky development.

So I'm taking out a few days next week, turning off the mobile and shutting down outlook, and doing some work.