srivatsankrishnan/oss-arch-gym

Open source version of ArchGym project.

oss-arch-gym's Issues

Vizier package version issue

I followed the archgym installation setup on a linux machine but I am facing the following issue with vizier when running vizier_dse.py after editing it, any ideas for why could this be the problem?

Add ArchGym Figure to index.html as well

It would be nice if we could add the arch gym figure to this page as well since it is the landing read the docs page:
https://oss-archgym.readthedocs.io/en/latest/index.html

Asking for requirement.txt which has detailed version of dependencies

following the process here

After installing by Docker, there are sorts of conflicts


I assume that some packages are installed by default with higher version. However there exists many packages, it's hard to detect the error.
So if it's possible to update all the requirement.txt with detailed version of dependencies. Thank You!

Estimated timeline of CFU-Playground integration

Hi,

Congratulations for this well-needed contribution. I would like to know if you have an estimated timeline about when the CFU-Playground is supposed to be integrated? Also, do you welcome contributions in this area?

Add AstraSim to install.sh

Let's add AstraSim to the install_sim.sh script so that we can simply have folks run install_sim.sh astrasim and everything is installed for them out of the box.

Then we can clean up the documentation in Astrasim for setup/install to simply be:
Run the following command from the oss-arch-gym repository root

install_sim.sh astrasim

Multiple custom gym sample envs

We have multiple example dummy environments under arch_gym/envs/. Let's just keep the example we like the best to clean it up.

Misc clean up tasks

Let's have all train scripts follow the same naming convention to clean things up:
train_[algo]_[sim].py

Verify all agents for all sims working

It appears many agents are not working out of the box. We should verify all of them and add the necessary documentation,

Add vizier test script

We should update this section's documentation to have a standalone script for them to run in arch gym rather than asking them to do these steps:

-Make a copy of this script vizier_dse.py

-Remove line 10

-Replace line 40 to return random int ; for example: cycles, cells = 1, 1

-Run this file, sample output should look something like this: EXITING DSE…

which looks messy for us to ask of them.

TimeLoopSim: python train_ga_timeloop.py error

I think I have well installed the environment, with python train_bo_timeloop.py running successfully.

But while running train_ga_timeloop.py, there exists an error: IndexError: invalid index to scalar variable.

DRAMSys Agents

All agents work out of the box except for the following:
-train_brute_force.py
-train_ppo.py
-train_single_agent.py
-train_simpleEnv.py

CustomEnv Agents Not Working

@ShravaniKode I was testing the custom env agents again from scratch and they are not working out of the box. Can you please resolve this?

@aadyapipersenia04 @shreyasgrampurohit I am not sure where the CustomEnv went?

arch_gym_configs.py missing

We need to port over arch_gym_configs.py under configs dir to run our previous agents:

(arch-gym) ~/oss-arch-gym/sims/DRAM$ python train_bo_DRAMSys.py 
Traceback (most recent call last):
  File "/home/oss-arch-gym/sims/DRAM/train_bo_DRAMSys.py", line 8, in <module>
    from  bo.DRAMSysEstimator import DRAMSysEstimator
  File "/home/oss-arch-gym/bo/DRAMSysEstimator.py", line 4, in <module>
    from configs import arch_gym_configs
ImportError: cannot import name 'arch_gym_configs' from 'configs' (unknown location)

Was this intentional or we just forgot?

Add CFU documentation

@manan-garg1504 @ShravaniKode Can you guys add and close the CFU documentation thread?
Please work with @ShvetankPrakash on the structure. I think we can reuse some of the stuff from the CFU materials itself.

Conda Install Package Not Found

I am trying to run our step by step here on a fresh VM instance in preparation for tutorial to make sure everything works properly based on our documentation but am getting the following issue:

(base) ~/oss-arch-gym$ conda env create -f environment.yml
Collecting package metadata (repodata.json): done
Solving environment: failed

ResolvePackageNotFound: 
  - torch
  - qhoptim

This may just be an issue with this VM setup since it has worked previously but I am adding this issue to see if it is reproducible by others so we can resolve it if it is.

Verify ArchGym install with test train script example (standalone from vizier install)

After this section in the documentation we should have them run like a working example (i.e. train*.py) to verify install is working before going on to the vizier installation. Also the vizier installation should be on a separate page I think cause the setup page feels kind of cluttered at the moment.