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

1936 questions
0
votes
0 answers

The 1th argument dim does not have a specified value or default value

I'm trying to deploy an image to image model on Android. Model consists of encoder and decoder. The encoder works fine. But this issue comes in decoder. My model takes one tensor as input and it should return a tensor of size [1,3,1024,1024] as…
0
votes
0 answers

UseSuperWord turned off, and still getting vectorized code?

I am benchmarking some algorithms, wondering how much the JIT applies auto-vectorization. I set up a JMH project and am trying to turn auto-vectorization off. The code snipped and the results can be found in the following gist:…
Styp
  • 261
  • 3
  • 12
0
votes
0 answers

Conversion of PyTorch,pt model file into torchScript.ts file

I have a weight model named model.pt for brain segmentation from head CT scan. How can i convert this into torchscript file so that i can use the model for deployment, Network defn: 3dUNet, in channel: 1(image), out channel: 2(brain label and…
0
votes
1 answer

Unexpected results with parallel numba jit

I'm trying to parallelize this numba jitted function. I initially thought this would be trivial since it is an embarrassingly parallel problem, but it produces unexpected results (different output for the sequential and parallel 'implementations').…
Loïc Dutrieux
  • 381
  • 5
  • 16
0
votes
2 answers

OneLogin SCIM provisioning - proactive or on-demand?

Looking into capabilities of OneLogin provisioning with SCIM - would be a custom application for SCIM support wrapping around a third party app (JIRA/Confluence DC if it matters). The actual setup of provisioning looks like it will be…
Nathan Neulinger
  • 261
  • 1
  • 12
0
votes
0 answers

How to update existing Salesforce User details in Ping User Provisioning

We have Ping setup for Auto User Provisioning and its working for new users with configured User attributes as expected. Now, If I want to update existing salesforce users details, we changed Outbound Channel Attribute Mappings in Ping, and expected…
Sharath Jallu
  • 143
  • 1
  • 8
0
votes
0 answers

Is there a way to render Angular template on runtime?

I'm using Angular 16.0.3 and I'm trying to make a component that receives a template string and render it at runtime. The template string can contain Angular components in it and will probably be fetched from a server. I based myself on this…
0
votes
0 answers

Why does the risc-v doc 'snoop the instruction cache on data cache miss' instead of snooping the data cache?

In risc-v official doc 'Unprivileged Specification version 20191213', p31 says: The FENCE.I instruction was designed to support a wide variety of implementations. A sim- ple implementation can flush the local instruction cache and the instruction…
zg c
  • 113
  • 1
  • 1
  • 7
0
votes
0 answers

JAX MD: JIT compatible energy bond function with dynamic bond list

I am using JAX MD to simulate the bonded energies/forces between atoms. I have an energy function which computes the bond energy between two atoms. Using smap.bond I can promote this function to act on a system of atoms, where one can also pass a…
Anton B
  • 33
  • 4
0
votes
1 answer

Tailwind JIT not working with variables React

I try to translate y based on a variable, or hardcoded number, this doesn't work and idk why but this does
CatalinPCE
  • 21
  • 5
0
votes
1 answer

When the JIT Compiler for .Net 6.0 loads a .dll mid-execution, does it load the entire .dll in-memory, or only the methods needed?

Our programs are running in an environment where it is bad to be wasteful of RAM. There are a large number of large 3rd-party packages we could use in our code that would make writing the code somewhat easier, but only a few of the methods in those…
0
votes
0 answers

numba jitclass with dictionary key tuple

Below code works with @jit, but does not work with jitclass on Dict.empty. Is it that jitclass does not support the dictionary with tuple key while @jit supports it? from numba import types, njit from numba.experimental import jitclass from…
tompal18
  • 1,164
  • 2
  • 21
  • 39
0
votes
1 answer

Enabling YJIT on a Rails project (is rust required?)

I want to enable YJIT on a Rails project. I have moved the codebase to Ruby 3.2 and am trying to enable YJIT by setting the RUBY_YJIT_ENABLE to 1 in a canary release receiving 50% of the traffic so that I can see the two side by side. In the canary…
Markos Fragkakis
  • 7,499
  • 18
  • 65
  • 103
0
votes
0 answers

C2 JIT Thread takes a long time whilst consuming wast amounts of memory

So whilst debugging some peaks in memory usage on our prod environment, I started periodically dumping threaddumps, and have found the following part: "C2 CompilerThread0" #7 daemon prio=9 os_prio=0 cpu=208687.03ms elapsed=10057.72s…
Ricardo
  • 97
  • 9
0
votes
1 answer

How to vectorize JAX functions using jit compilation and vmap auto-vectorization

How can I use jit and vmap in JAX to vectorize and speed up the following computation: @jit def distance(X, Y): """Compute distance between two matrices X and Y. Args: X (jax.numpy.ndarray): matrix of shape (n, m) Y…