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Any plan to test on MineRL?

Open ZHZisZZ opened this issue 1 year ago • 9 comments

Thanks for your great contribution to this reimplementation. Is there any plan to test this implementation on MineRL? Also is there any plan to release the results of crafter and memory-maze compared with the JAX version?

ZHZisZZ avatar Jun 25 '23 02:06 ZHZisZZ

Thanks for asking. Unfortunately, I don't have the machine capable to run model size XL which is needed for testing MineRL and Crafter. If someone can run the test on these environments instead, I will implement the code for MineRL environment.

NM512 avatar Jun 25 '23 12:06 NM512

I am willing to help. I can run the test and do some preliminary experiments. I can also contribute to the implementation (let me know if needed) although I can not guarantee when I'll finish.

ZHZisZZ avatar Jun 25 '23 13:06 ZHZisZZ

Thanks a lot! Could you confirm that your machine is capable of running the model size XL first by running the following line. Please freely ask me if you are stuck at setup of this repo.

python3 dreamer.py --configs crafter --logdir ./logdir/crafter

You might see the error of lacking GPU memory.

NM512 avatar Jun 25 '23 13:06 NM512

Sure. I will have a try by early next week.

ZHZisZZ avatar Jun 25 '23 14:06 ZHZisZZ

image

zdx3578 avatar Jun 26 '23 12:06 zdx3578

Thanks a lot! Could you confirm that your machine is capable of running the model size XL first by running the following line. Please freely ask me if you are stuck at setup of this repo.

python3 dreamer.py --configs crafter --logdir ./logdir/crafter

You might see the error of lacking GPU memory.

I have no problem running XL on my GPU.

ZHZisZZ avatar Jun 28 '23 13:06 ZHZisZZ

@ZHZisZZ Thank you so much! Could you wait until I prepare the code for MineRL? I guess it doesn't take so much time.

NM512 avatar Jun 28 '23 15:06 NM512

@zdx3578 Can you help us test benchmarks?

NM512 avatar Jun 28 '23 15:06 NM512

@ZHZisZZ

Hello,

Apologies for the delay in my update. I've successfully prepared a prototype of the Minecraft environment. Additionally, to address the issue of time-consuming environmental steps using only a single core, I have introduced a parallelization.

I'll now focus on refining the environment further, so I kindly ask for your patience while I work on it.

NM512 avatar Jul 23 '23 13:07 NM512

MineRL is now ready!

NM512 avatar Sep 26 '24 14:09 NM512