Questions tagged [jit]

Just-In-Time compilation (JIT) is a technique used to improve the performance of interpreted code by translating it to machine code.

Introduction

From Wikipedia:

In computing, just-in-time compilation (JIT), also known as dynamic translation, is a method to improve the runtime performance of computer programs based on bytecode.

JIT compilers represent a hybrid approach, with translation occurring continuously, as with interpreters, but with caching of translated code to minimize performance degradation. They also offer handling of late-bound data types and the ability to enforce security guarantees.

In a bytecode-compiled system, source code is translated to an intermediate representation known as bytecode. The JIT compiler reads the bytecode and compiles it dynamically into machine language so the program can run faster.

Tag usage

Use the tag for questions about JIT compilers. Be sure to include other relevant tags as well. For example, if your JIT question is Java-specific, include the tag.

Further reading

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Clang compiler invocation from libraries

When my C++ application has access to the headers and libraries of a Clang/LLVM implementation, what is the proper, platform-invariant way of invoking that compiler through the API of headers. I simply want to have compiler paths and intermediate…
Anon232
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Numba how to initialize a decorator properly

Context: I have a large 3D array input_array (size: 1000 x 100 x 50) for which I want to do an operation on specific pixels (their indices are gathered in array idx_valid). Everytime I do an operation on one of the pixels, I grab the output and put…
Nihilum
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Danger of java code optimization for the usage of the weak references to strong references remembered in local variables?

I have faced the problem sometimes my weak reference to some object just disappeared, even if I had the strong reference remembered in the local variable. But it seems to me this can have something to do with the JIT optimization. Today with Java 11…
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Valgrind reports errors when asm writes/reads data too far from stack pointer

Good day! I'm writing JIT asm generation in C++ using Xbyak. The problem appears in prologue and epilogue. The last thing I'm doing in prologue is writing Xmms values to the stack. After this I don't use stack pointer till epilogue so I don't need…
FedyuninV
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Java, JIT and switching between execution modes

In Java HotSpot methods can be executed in different modes: Interpreter JITed C1 (different levels) JITed C2 Specific mode is determined by CallDispatcher, as it is presented here: https://youtu.be/oH4_unx8eJQ?t=1326. Where can I find…
Gilgamesz
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Is it possible to append to lists inside a pytorch jit function?

I have a function that makes a list and appends to it. I want to convert my function into a Pytorch jit function to both speed up the computation as well as fill the lists with parameters that I will eventually optimize over. I am not sure if lists…
Shep Bryan
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Dynamic styles using tailwind JIT compiler not working bit src tailwind environment

I have couple of react components created in bit src sope with tailwind environment.(bit src , tailwind environment ). Its working fine with following variations. built in classes i.e. w-0 w-1 w-2 w-4 ... Pre define values i.e. w-[24px]…
Dhruvin modi
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String Manipulation in Numba Cuda: Clip first k characters from a string array, k comes from another array

We have two arrays arr1 (which has string elements) and arr2 (which has integers). I want to clip first arr2[i] characters from arr[i]. These arrays are very large and so I want to implement this in Numba cuda. Pythonic implementation is as…
lasso45
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How to setup NextJs with tailwindcss.jit on April 2023?

I already watch tutorials on youtube and see some website about this problem, but i did not get a same result with them... i guess because the tutorial is 2 or 1 years ago. I use npx create-next-app -e with-tailwindcss my-project . Plis help me…
fyz 08
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Method was made not entrant but there is no visible reason for that - JIT Java

I am using OpenJDK 17 and I've run my program with option -XX:+LogCompilation. My output is: ... < task_queued compile_id='47746' method='my.Test.method ()V' bytes='126' count='2408' backedge_count='615531' …
Gilgamesz
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UnknownError: JIT compilation failed. [Op:Sub]

**UnknownError: JIT compilation failed. [Op:Sub] ** I am trying to make a lip reading model but it's giving me the following error: UnknownError Traceback (most recent call last) Cell In[16], line 1 ----> 1…
bob jeff
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How does async-profiler trace stack with jit-optimized methods?

The java profiling tool async-profiler could generate flamegraph even if some method in the call stack is jit optimized. How is that implemented? If one method is inlined or jit optimized, how could we fetch its origin info or call graph?
choxsword
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Traceable torch model with gaussian fit in preprocessing step

We are trying to export a model for inference on an iPad. To do this we are using the torch.jit.trace() function to create a Torch Script module that can be later compiled in C++. The model itself is rather simple, just a sequence of fully connected…
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Disable Java JIT compilation of specific functions

I am currently working on a c++ project that involves injecting a dll into the java process (minecraft), one major component of this project requires that any java function i specify must remain as interpreted and not become compiled. If I disable…
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.NET Core JIT - can it change native code in runtime?

I just saw this bizarre statement on reddit in theory, JIT will probably have better steady state performance for long running processes, because of things like dynamic profile guided optimization - the JIT compiler can optimize/change the native…
Boppity Bop
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