I am running a script that animates a plot (simulation of a water flow). After a while, I kill the loop by doing ctrl-c.
After doing this several times I get the error:
??? Error: Out of memory.
And after I start receiving that error, every call to my script will generate it.
Now, it happens before anything inside the function that I am calling is executed, i.e even if I add the line a=1 as the first line of the function I am calling, I still get the error and no printout, so the code inside the function doesn't even get executed.
What could be causing this?
There are several possible reasons.
Most likely your script creates some variables that are filling up the memory. Run
clear all
before restarting the script, so that all the variables are cleared, or change your script to a function (which will automatically erase all temporary variables after the function returns). Note that this also clears all loaded functions, so your next execution of the script has to load them again which will slow down the next execution by a (usually tiny) bit. It may be sufficient to call clear only.
Maybe you're animating by plotting several plots over one another (without clearing the axes first). Thus you might run out of Java heap space. You can close the open figures individually, or run
close all
You can also increase the amount of Java Memory Matlab uses on your system (see instructions here) - note that the limit is generally rather low, annoyingly so if you want to tons of figures.
Especially if you're running an older version of Windows, you may get your memory fragmented. Matlab needs contiguous blocks of free space to assign variables. To check for memory fragmentation, run
memory
and look at the number for the maximum possible variable size. If this is much smaller than the size available for all arrays, it's time to restart Matlab (I guess if you use a Windows version that would require a reboot to fix the problem, you may want to look into getting a new computer with Win7).
You can also try the pack command, eg:
close all;
clear all;
pack;
to clear memory. Although after a recent mathworks seminar I asked one of the mathworks guru's and he also conformed #Andrew Janke's comment regarding memory fragmentation. Usually quitting and restarting matlab sorts this out for me (on XP).
clear all close all are straight-forward ways to free memory, which are known by all non-beginners.
The main issue is that when you have done some data large data processing, and cleared/closed everything off - there is still significant memory used by matlab.
This is a currently major problem with matlab, and to my knowledge there is no solution rather than restarting matlab, which is a pity.
It sounds like you are not clearing any of your variables. You should either provide a way to stop the loop without hitting ctrl-c (write a simple GUI with a "Stop" button and your display) and then clean up your workspace in the script or clear your variables at the start of the script.
Are you intentionally storing all the data (or some large component) on each iteration of your loop?
Related
I want to improve the running time of some code.
In order to that I first time the running time of all relevant code, using code like this:
before:= rdtsc;
myobject.run;
after:= rdtsc;
Then I zoom in and time a relevant part, like so:
procedure myobject.part;
begin
StartTime:= rdtsc;
...
EndTime:= rdtsc;
inc(TotalTime, (EndTime- StartTime));
end;
I have some code to copy paste the timings into Excel, a typical outcome would look like:
(the 89.8% and 10.2% adding up to 100% is a coincidence and has nothing to do with the data or the question)
(when the data shows 1 it means 0 to avoid divide by zero errors)
Note the difference between run A and run B.
I have not changed anything yet so run A and B should give the same running time.
Further note that I know that on both runs procedure part was invoked exactly the same number of times (the data is the same and the algorithm is deterministic).
The running time of procedure part is very short (it is just called many times).
If there was some way to block out other processes during these short bursts of runtime (less than 700 CPU cycles) my timings would be much more accurate.
How do I get these timings to be more reliable?
Is there a way to monopolize the CPU to only run my task when timing and nothing else?
Note that I'm not looking for obvious answers like:
- Close other running programs
- Disable the virusscanner etc...
I've tagged the question Delphi because I'm using Delphi right now (and there may be some Delphi specific option to achieve this result).
I've also tagged it language-agnostic because there may be some more general way.
Update
Because I'm using the CPU instruction RDTSC I'm not affected by CPU throttling. If the CPU slows down, the number of cycles stays the same.
Update2
I have 2 answers, but neither answers the question...
The question is how do I prevent these changes in running time?
Do I have to run the code 20x and always compare the lowest running time out of the 20 runs?
Or to I set my program priority to realtime?
Or is there some other trick to use so my code sample does not get interrupted?
To want to improve the running time of some code.
In order to that I first time the running time of all relevant code, ...
OK, I'm a bit of a stuck record on this subject, but lots of people think that to improve running time requires first measuring it accurately.
Not So.
Improving running time requires finding out what's taking a large fraction of time (the exact fraction does not matter) and doing it differently or maybe not at all.
What it's doing is often not revealed by timing individual routines.
Here's the method I use,
and here's a very amateur video of it.
The problem with profiling your code like that, by sticking special statements into it, is that those special statements themselves take time to run. And since the things taking the most time are likely to be things happening in tight loops, the more they run, the more they distort your timings. What you need for good information is something that will observe your program from outside, without modifying the executing code.
In other words, you need a sampling profiler. And there just happens to be a very good one for Delphi available for free, by the rather descriptive name of Sampling Profiler. It runs your program and watches what it's doing, then correlates that against the map file (make sure to set up your project options to generate a Detailed map file) to give you an intelligible readout on what your program is spending its time on.
And if you want to narrow things down, you can use OutputDebugString to output profiling commands to make it only pay attention to specific parts of your code. It's got instructions in the help file.
I've used a lot of different methods, and this is the most useful way I've found to figure out what Delphi programs are spending their time on. And it's free. Give it a try.
When I run my code through the debugger, after a series of steps it eventually gets lost and executes commands out of order. I'm not sure if the stack is overflowing or what.
This is the error I usually get:
MSP430: Trouble Reading Memory Block at 0xffe2e on Page 0 of Length 0x1d2: Invalid parameter(s)
Any suggestions on what it could be? I read briefly about possible issues with not handling some interrupts.
Also, I'm trying to fill my RAM with a specific value so that I can tell if the stack is overflowing, any suggestions on how to fill the entire RAM with, say a value of 0x1234?
Thanks!
What debugger and compiler are you using? I've found that msp430-gcc and msp430-gdb/gdbproxy can get very confused with GCC optimizations turned on. However, broken code is sometimes is emitted without them turned on (its a quality product, really).
The easiest way to fill memory is to modify you crt0.s startup file and link it yourself. When memory is set to 0, you can change the pattern there.
Which device are you using? On 16-bit devices, 0xffe2e is outside of the address space of the processor, likely an array index or similar which has gone negative.
I have seen this error as well when using code composer studio and TI's USBFET programmer although I have not been able to nail down a single, definite cause.
Assuming you are using CCS, here are some tips:
1) Catch ACCV (UNMI) and VMA (SYSNMI) interrupts and set a break point within the handlers. If one of these trips, examine the stack for clues as to what triggered the interrupt.
2) If you have any interrupt handlers which re-enable interrupts (GIE bit), make sure they are not being retriggered repeatedly.
3) I have seen this error (inexplicably) when stepping through optimized code; so it may help to turn off optimizations.
If you are using code composer studio, as an alternative to initializing your RAM, you can set a breakpoint on stack overflow. Also, with a paused debug session, CCS gives you the option to fill a portion of memory with any value you choose via the "Memory" sub-window.
In error reports from some end users of our game I have quite often seen following behaviour: IDirect3DVertexBuffer9::Lock fails, returned error code is D3DERR_NOTAVAILABLE.
Once this happens, quite frequently (but not always) it is followed by the CreateTexture or CreateVertexBuffer call failing with error D3DERR_OUTOFVIDEOMEMORY.
What are possible reasons for a vertex buffer lock failure? Could the virtual memory address space be exhausted, or what?
Based on the DIRECTXDEV response by Chuck Walbourn from Microsoft, besides of "out of address space" another cause could be "out of page pool".
Alternatively, on Windows XP this could indicate you have hit the limits of paged pool kernel memory. Typically this happens when you create a lot of Direct3D resources (textures, etc.)
We DO create a lot of Direct3D resources.
This is what I posted to DirectXDev: ;)
Have you checked how much memory your
application is using? (Be sure to
select the Virtual Memory column in
Task Manager!). My guess would be
memory fragmentation based issues
causing you to, as you suggest, run
out of address space.
It could, however, be a driver bug ...
Does the debug runtime provide any useful information?
Edit: The only other thing I can think of is that the aperture memory has run out. I don't know how this works with PCIExpress but on AGP you can set the aperture size. I've no idea how to check if it is full however. I suspect the error you are seeing is reporting that its full. Are you doing lots of locks with the Discard flag? If so its possible that these are creating tonnes of new allocations in the aperture and is causing you to run out of memory there. This is pure guess work however.
I'd guess that if this is happening with only some of your users it is those on the lower end machines. If things run slowly then you can end up with a lot of data buffered in the command buffer. This will make control laggy and "could", at a guess, lead to the problem you are seeing. You may want to try making sure the command buffer never gets too long. If you make sure the first lock of every frame is done without the discard flag (ie flag set to 0) then this will cause the pipeline to stall until the vertex buffer has been rendered and bring the command buffer back in sync with you. This will cause a slow down as the command buffering will not be able to smooth out frame rate spikes as easily ...
Anyway ... thats just a guess!
The raised issue about out of memory is valid. We need some details on the Lock() call to be sure, but for example if it is in the DEFAULT pool and if it's dynamic (D3DLOCK_DISCARD flag passed), it's very well possible that your driver tries to find an unused piece of memory to return (because it double or triple buffers internally) and fails because, as you discover yourself soon after, video memory is exhausted.
Question:
Is there an easy way to get a list of types of resources that leak in a running application? IOW by connecting to an application ?
I know memproof can do it, but it slows down so much that the application won't even last a minute. Most taskmanager likes can show the number, but not the type.
It is not a problem that the check itself is catastrophic (halts the app process), since I can check with a taskmgr if I'm getting close (or at least I hope)
Any other insights on resource leak hunting (so not memory) is also welcomed.
Background:
I've an Delphi 7/2006/2009 app (compiles with all three) and after about a few week it starts acting funny. However only on one of the places it runs, on several other systems it runs till the power goes out.
I've tried to put in some debug code to narrow the problem down. and found out that the exception is EOutofResources on a save of a file. (the file save can happen thousands of times a day).
I have tried to reason out memory leaks (with fastmm), but since the dataflow is quite high (60MByte/s from gigabit industrial camera's), I can only rule out "creeping" memory leaks with fastmm, not quick flashes of memoryleaks that exhaust memory around the time it happens. If something goes wrong, the app fills memory in under half a minute.,
Main suspects are filehandles that are somehow left on some error and TMetafiles (which are streamed to these files). Minor suspects are VST, popupmenu and tframes
Updates:
Another possible tip: It ran fine for two years with D7, and now the problems are with Turbo Explorer (which I use for stable projects not converted to D2009 ).
Paul-Jan: Since it only happens once a week (and that can happen at night), information acquisition is slow. Which is why I ask this question, need to combine stuff for when I'm there thursday. In short: no I don't know 100% sure. I intend to bring the entire Systemtools collection to see if I can find something (because then it will be running for days). There is also a chance that I see open files. (maybe should try to find some mingw lsof and schedule it)
But the app sees very little GUI action (it is an machine vision inspection app), except screen refresh +/- 15/s which is tbitmap stretchdraw + tmetafile, but I get this error when saving to disk (TFileStream) handles are probably really exhausted. However in the same stream, TMetafile is also savetostreamed, something which later apps don't have anymore, and they can run from months.
------------------- UPDATE
I've searched and searched and searched, and managed to reproduce the problems in-vitro two or three times. The problems happened when memusage was +/- 256MB (the systems have 2GB), user objects 200, gdi objects 500, not one file more open than expected ).
This is not really exceptional. I do notice that I leak small amounts of handles, probably due to reparenting frames (something in the VCL seems to leak HPalette's), but I suspect the core cause is a different problem. I reuse TMetafile, and .clear it inbetween. I think clearing the metafile doesn't really (always?) resize the resource, eventually each metafile in the entire pool of tmetafile at maximum size, and with 20-40+ tmetafiles (which can be several 100ks each) this will hit the desktop heap limit.
That's theory, but I'll try to verify this by setting the desktop limit to 10MB at the customers, but it will be several weeks before I have confirmation if this changes anything. This theory also confirms why this machine is special (it's possible that this machine naturally has slightly larger metafiles on average). Occasionally freeing and recreating a tmetafile in the pool might also help.
Luckily all these problems (both tmetafile and reparenting) have already been designed out in newer generations of the apps.
Due to the special circumstances (and the fact that I have very limited test windows), this is going to be a while, but I decided to accept the desktop heap as an example for now (though the GDILeaks stuff was also somewhat useful).
Another thing that the audit revealed GDI-types usage in a thread (though only saving tmetafiles (that weren't used or connected otherwise) to streams.
------------- Update 2.
Increasing the desktop limit only seemed to minorly increase the time till the problem occurred.
Unfortunately, I won't be able to follow up on this further, since the machines were updated to a newer version of the framework that doesn't have the problem.
In summary I can only state what the three core modifications were going from the old to the new framework:
I no longer change screens by reparenting frames. I now work with forms that I hide and show. I changed this since I also had very rare crashes or exceptions (that could be clicked away) due to this. The crashes were all while operating the GUI though, not spontaneously like the main problem
The routine where the crash happened dealt with TMetafile. TMetafile has been designed out, and replace by a simpler own made format. (basically arrays with Opengl vertices)
Drawing no longer happened with tbitmap with a tmetafile overlay strechdrawn over it, but using OpenGL.
Of course it could be something else too, that got changed in the rewrite of the above parts, fixing some very nasty detail bug. It would have to be an extremely bad one, since I analysed the above system as much as I could.
Updated nov 2012 after some private mail discussion: In retrospect, the next step would have been adding a counter to the metafiles objects, and simply reinstantiate them every x * 1000 uses or so, and see if that changes anything. If you have similar problems, try to see if you can somewhat regularly destroy and reinitialize long living resources that are dynamically allocated.
There is a slim chance that the error is misleading. The VCL naively reports EOutOfResources if it is unable to obtain a DC for a window (see TWinControl.GetDeviceContext in Controls.pas).
I say "naively" because there are other reasons why GetDC() might return a NULL handle and the VCL should report the OS error, not assume an out of resources condition (there is a Windows version check required for this to be reliably possible, but the VCL could and should take of that too).
I had a situation where I was getting the EOutOfResources error as the result of a window handle becoming invalid. Once I'd discovered the true problem, finding the cause and fixing it was simple, but I wasted many, many hours trying to find a non-existent resource leak.
If possible I would examine the stack trace leading to this exception - if it is coming from TWinControl.GetDeviceContext then the problem may not be what you think (it's impossible to say what it might be of course, but eliminating the impossible is always the first step toward discovering the solution, no matter how improbable).
If they are GDI handle leaks you can have a look at MSDN Magazine January 2003 which uses the tool GDILeaks. Other tools are GDIObj or GDIView. Also see here.
Another source of EOutOfResources could be that the Desktop Heap is full. I've had that issue on busy terminal servers with large screens.
If there are lots of file handles you are leaking you could check out Process Explorer and have a look at the open file handles of your process and see any out of the ordinary. Or use WinDbg with the !htrace command.
I've run into this problem before. From what I've been able to tell, Delphi may throw an EOutOfResources any time the Windows API returns ERROR_NOT_ENOUGH_MEMORY, and (as the other answers here discuss) Windows may return ERROR_NOT_ENOUGH_MEMORY for a variety of conditions.
In my case, EOutOfResources was being caused by a TBitmap - in particular, TBitmap's call to CreateCompatibleBitmap, which it uses with its default PixelFormat of pfDevice. Apparently Windows may enforce fairly strict systemwide limits on the memory available for device-dependent bitmaps (see, e.g, this discussion), even if your system otherwise has plenty of memory and plenty of GDI resources. (These systemwide limits are apparently because Windows may allocate device-dependent bitmaps in the video card's memory.)
The solution is simply to use device-independent bitmaps (DIBs) instead (although these may not offer quite as good of a performance). To do this in Delphi, set TBitmap.PixelFormat to anything other than pfDevice. This KB article describes how to pick the optimal DIB format for a device, although I generally just use pf32Bit instead of trying to determine the optimal format for each of the monitors the application is displayed on.
Most of the times I saw EOutOfResources, it was some sort of handle leak.
Did you try something like MadExcept?
--jeroen
"I've tried to put in some debug code to narrow the problem down. and found out that the exception is EOutofResources on a save of a file. (the file save can happen thousands of times a day)."
I'm shooting in the dark here, but could it be that you're using the Windows API to (GetTempFileName) create a temp file and you're blowing out some file system indexes or forgetting to close a file handle?
Either way, I do agree that with your supposition about it being a file handle problem. That seems to be the most likely thing given your symptoms and diagnosis.
Also try to check handle count for the application with Process Explorer from SysInternals. Handle leaks can be very dangerous and they build slowly through time.
I am currently having this problem, in software that is clearly not leaking any handles in my own code, so if there are leaks they could be happening in a component's source code or the VCL sourcecode itself.
The handle count and GDI and user object counts are not increasing, nor is anything being created. Deltic's answer shows corner cases where the message is kind of a red-herring, and Allen suggests that even a file write can cause this error.
So far, The best strategy I have found for hunting them down is to use either JCL JCLDEBUG stack tracebacks, or the exception report save features in MadExcept to generate the context information to find out what is actually failing.
Secondly, AQTime contains many tools to help you, including a resource profiler that can keep the links between where the code that created the resources is, and how it was called, along with counts of the total numbers of handles. It can grab results MID RUN and so it is not limited to detecting unfreed resources after you exit. So, run AQTime, do a results capture in mid run, wait several hours, and capture again, and you should have two points in time to compare handle counts. Just in case it is the obvious thing. But as Deltics wisely points out, this exception class is raised in cases where it probably shouldn't have been.
I spent all of today chasing this issue down. I found plenty of helpful resources pointing me in the direction of GDI, with the fact that I'm using GDI+ to produce high-speed animations directly onto the main form via timer/invalidate/onpaint (animation performed in separate thread). I also have a panel in this form with some dynamically created controls for the user to make changes to the animation.
It was extremely random and spontaneous. It wouldn't break anywhere in my code, and when the error dialog appeared, the animation on the main form would continue to work. At one point, two of these errors popped up at the same time (as opposed to sequential).
I carefully observed my code and made sure I wasn't leaking any handles related to GDI. In fact, my entire application tends to keep less than 300 handles, according to Task Manager. Regardless, this error would randomly pop up. And it would always correspond with the simplest UI related action, such as just moving the mouse over a standard VCL control.
Solution
I believe I have solved it by changing the logic to performing the drawing within a custom control, rather than directly to the main form as I had been doing before. I think the fact that I was rapidly drawing on the same form canvas which shared other controls, somehow they interfered. Now that it has its own dedicated canvas to draw on, it seems to be perfectly fixed.
That is with about 1 hour of vigorous testing at least.
[Fingers crossed]
I have detected a memory corruption in my embedded environment (my program is running on a set top box with a proprietary OS ). but I couldn't get the root cause of it.
the memory corruption , itself, is detected after a stress test of launching and exiting an application multiple times. giving that I couldn't set a memory break point because the corruptued variable is changing it's address every time that the application is launched, is there any idea to catch the root cause of this corruption?
(A memory break point is break point launched when the environment change the value of a giving memory address)
note also that all my software is developed using C language.
Thanks for your help.
These are always difficult problems on embedded systems and there is no easy answer. Some tips:
Look at the value the memory gets corrupted with. This can give a clear hint.
Look at datastructures next to your memory corruption.
See if there is a pattern in the memory corruption. Is it always at a similar address?
See if you can set up the memory breakpoint at run-time.
Does the embedded system allow memory areas to be sandboxed? Set-up sandboxes to safeguard your data memory.
Good luck!
Where is the data stored and how is it accessed by the two processes involved?
If the structure was allocated off the heap, try allocating a much larger block and putting large guard areas before and after the structure. This should give you an idea of whether it is one of the surrounding heap allocations which has overrun into the same allocation as your structure. If you find that the memory surrounding your structure is untouched, and only the structure itself is corrupted then this indicates that the corruption is being caused by something which has some knowledge of your structure's location rather than a random memory stomp.
If the structure is in a data section, check your linker map output to determine what other data exists in the vicinity of your structure. Check whether those have also been corrupted, introduce guard areas, and check whether the problem follows the structure if you force it to move to a different location. Again this indicates whether the corruption is caused by something with knowledge of your structure's location.
You can also test this by switching data from the heap into a data section or visa versa.
If you find that the structure is no longer corrupted after moving it elsewhere or introducing guard areas, you should check the linker map or track the heap to determine what other data is in the vicinity, and check accesses to those areas for buffer overflows.
You may find, though, that the problem does follow the structure wherever it is located. If this is the case then audit all of the code surrounding references to the structure. Check the contents before and after every access.
To check whether the corruption is being caused by another process or interrupt handler, add hooks to each task switch and before and after each ISR is called. The hook should check whether the contents have been corrupted. If they have, you will be able to identify which process or ISR was responsible.
If the structure is ever read onto a local process stack, try increasing the process stack and check that no array overruns etc have occurred. Even if not read onto the stack, it's likely that you will have a pointer to it on the stack at some point. Check all sub-functions called in the vicinity for stack issues or similar that could result in the pointer being used erroneously by unrelated blocks of code.
Also consider whether the compiler or RTOS may be at fault. Try turning off compiler optimisation, and failing that inspect the code generated. Similarly consider whether it could be due to a faulty context switch in your proprietary RTOS.
Finally, if you are sharing the memory with another hardware device or CPU and you have data cache enabled, make sure you take care of this through using uncached accesses or similar strategies.
Yes these problems can be tough to track down with a debugger.
A few ideas:
Do regular code reviews (not fast at tracking down a specific bug, but valuable for catching such problems in general)
Comment-out or #if 0 out sections of code, then run the cut-down application. Try commenting-out different sections to try to narrow down in which section of the code the bug occurs.
If your architecture allows you to easily disable certain processes/tasks from running, by the process of elimination perhaps you can narrow down which process is causing the bug.
If your OS is a cooperative multitasking e.g. round robin (this would be too hard I think for preemptive multitasking): Add code to the end of the task that "owns" the structure, to save a "check" of the structure. That check could be a memcpy (if you have the time and space), or a CRC. Then after every other task runs, add some code to verify the structure compared to the saved check. This will detect any changes.
I'm assuming by your question you mean that you suspect some part of the proprietary code is causing the problem.
I have dealt with a similar issue in the past using what a colleague so tastefully calls a "suicide note". I would allocate a buffer capable of storing a number of copies of the structure that is being corrupted. I would use this buffer like a circular list, storing a copy of the current state of the structure at regular intervals. If corruption was detected, the "suicide note" would be dumped to a file or to serial output. This would give me a good picture of what was changed and how, and by increasing the logging frequency I was able to narrow down the corrupting action.
Depending on your OS, you may be able to react to detected corruption by looking at all running processes and seeing which ones are currently holding a semaphore (you are using some kind of access control mechanism with shared memory, right?). By taking snapshots of this data too, you perhaps can log the culprit grabbing the lock before corrupting your data. Along the same lines, try holding the lock to the shared memory region for an absurd length of time and see if the offending program complains. Sometimes they will give an error message that has important information that can help your investigation (for example, line numbers, function names, or code offsets for the offending program).
If you feel up to doing a little linker kung fu, you can most likely specify the address of any statically-allocated data with respect to the program's starting address. This might give you a consistent-enough memory address to set a memory breakpoint.
Unfortunately, this sort of problem is not easy to debug, especially if you don't have the source for one or more of the programs involved. If you can get enough information to understand just how your data is being corrupted, you may be able to adjust your structure to anticipate and expect the corruption (sometimes needed when working with code that doesn't fully comply with a specification or a standard).
You detect memory corruption. Could you be more specific how? Is it a crash with a core dump, for example?
Normally the OS will completely free all resources and handles your program has when the program exits, gracefully or otherwise. Even proprietary OSes manage to get this right, although its not a given.
So an intermittent problem could seem to be triggered after stress but just be chance, or could be in the initialisation of drivers or other processes the program communicates with, or could be bad error handling around say memory allocations that fail when the OS itself is under stress e.g. lazy tidying up of the closed programs.
Printfs in custom malloc/realloc/free proxy functions, or even an Electric Fence -style custom allocator might help if its as simple as a buffer overflow.
Use memory-allocation debugging tools like ElectricFence, dmalloc, etc - at minimum they can catch simple errors and most moderately-complex ones (overruns, underruns, even in some cases write (or read) after free), etc. My personal favorite is dmalloc.
A proprietary OS might limit your options a bit. One thing you might be able to do is run the problem code on a desktop machine (assuming you can stub out the hardware-specific code), and use the more-sophisticated tools available there (i.e. guardmalloc, electric fence).
The C library that you're using may include some routines for detecting heap corruption (glibc does, for instance). Turn those on, along with whatever tracing facilities you have, so you can see what was happening when the heap was corrupted.
First I am assuming you are on a baremetal chip that isn't running Linux or some other POSIX-capable OS (if you are there are much better techniques such as Valgrind and ASan).
Here's a couple tips for tracking down embedded memory corruption:
Use JTAG or similar to set a memory watchpoint on the area of memory that is being corrupted, you might be able to catch the moment when memory being is accidentally being written there vs a correct write, many JTAG debuggers include plugins for IDEs that allow you to get stack traces as well
In your hard fault handler try to generate a call stack that you can print so you can get a rough idea of where the code is crashing, note that since memory corruption can occur some time before the crash actually occurs the stack traces you get are unlikely to be helpful now but with better techniques mentioned below the stack traces will help, generating a backtrace on baremetal can be a very difficult task though, if you so happen to be using a Cortex-M line processor check this out https://github.com/armink/CmBacktrace or try searching the web for advice on generating a back/stack trace for your particular chip
If your compiler supports it use stack canaries to detect and immediately crash if something writes over the stack, for details search the web for "Stack Protector" for GCC or Clang
If you are running on a chip that has an MPU such as an ARM Cortex-M3 then you can use the MPU to write-protect the region of memory that is being corrupted or a small region of memory right before the region being corrupted, this will cause the chip to crash at the moment of the corruption rather than much later