| # Emergent Communication at Scale | |
| - If running experiments, familiarize yourself with `helper.py` at the very | |
| least as this defines the hyperparameters for each config as provides useful | |
| options like skipping training and doing eval only. | |
| - For changing hyperparameters, please see | |
| `emergent_communication_at_scale/configs/lewis_config.py` for the list of | |
| hyperparameters (and their defaults). | |
| - We are not able to replicate the 50x50 experiment even with an A100 80 GiB | |
| possibly because the original experiment were run on a TPU. | |
| - If using conda/mamba, create the environment with `--channel-priority | |
| flexible`. This is needed due to conda-forge not having all of the necessary | |
| packages and the nvidia channel not specifying dependencies correctly. | |