CompilerGym
Reinforcement learning environments for compiler and program optimization tasks (by facebookresearch)
awesome-rl-competitions
List of competitions related to Reinforcement Learning (by seungjaeryanlee)
CompilerGym | awesome-rl-competitions | |
---|---|---|
7 | 2 | |
866 | 347 | |
0.8% | - | |
1.7 | 0.0 | |
9 months ago | 4 months ago | |
Python | ||
MIT License | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
CompilerGym
Posts with mentions or reviews of CompilerGym.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-25.
- Looking for upcoming RL competitions
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[P][N] CompilerGym Tutorial @ CGO
This weekend we (Hugh, Mostafa, and Chris from Meta AI) will be running a tutorial on Autotuning and Reinforcement Learning for compilers using CompilerGym at CGO’22. Join us for a hands-on session that takes you from “zero to RL” in three hours! The tutorial stats 1:30pm ET on Saturday April 2nd. Full schedule:
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Active and upcoming reinforcement learning competitions
CompilerGym is actually a toolkit for applying reinforcement learning to compiler optimizations, rather than a competition. However, users can submit algorithms to the public repo leaderboard with their write-up and results.
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[N] Facebook AI Releases ‘CompilerGym’: A Library of High-Performance, Easy-to-Use Reinforcement Learning Environments For Compiler Optimization Tasks
Code for https://arxiv.org/abs/2109.08267 found: https://github.com/facebookresearch/CompilerGym
- CompilerGym: A Reinforcement Learning Toolkit for Compiler Optimizations
awesome-rl-competitions
Posts with mentions or reviews of awesome-rl-competitions.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-25.
-
Looking for upcoming RL competitions
I'm looking for upcoming RL competitions, and hopefully some blog/site that updates this information regularly. I used to follow https://github.com/seungjaeryanlee/awesome-rl-competitions but it hasn't been updated in a while.
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[Project] Looking for hackathon collaborators
I follow this repo for RL
What are some alternatives?
When comparing CompilerGym and awesome-rl-competitions you can also consider the following projects:
dungeons-and-data-structures - Dungeons & Data Structures Game Environment for the AI Sports Challenge 2020