state-machine

State-machine's group workspace

Group: xland-single-task-test-v1

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of 49

Tags

Notes

Author

state-machine

State

Finished

Start time

April 15th, 2024 9:32:25 AM

Runtime

1h 50m 54s

Tracked hours

1h 50m 49s

Run path

state-machine/xminigrid/6220348

Linux-5.4.0-171-generic-x86_64-with-glibc2.35

Python version

3.10.12

Git repository

git clone git@github.com:Howuhh/xland-minigrid-datasets.git

Git state

git checkout -b "single-task-ppo" c73e0877778ea20093d092576534d83f81e12d15

Command

/workspace/xminigrid-datasets/src/xminigrid_datasets/collection/train.py --group=xland-single-task-test-v1 --name=single-task-ppo --env_id=XLand-MiniGrid-R1-13x13 --benchmark_id=medium-1m --ruleset_id=6 --total_timesteps=4_000_000_000 --seed=0 --num_steps=256 --num_minibatches=16 --gae_lambda=0.999 --gamma=0.999 --head_hidden_dim=64 --rnn_hidden_dim=1024 --lr=0.001 --ent_coef=0.001

System Hardware

CPU count	64
Logical CPU count	128
GPU count	1
GPU type	NVIDIA A100-PCIE-40GB

W&B CLI Version

0.16.6

Group

xland-single-task-test-v1

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 27 keys
- action_emb_dim:
  16
- benchmark_id:
  "medium-1m"
- clip_eps:
  0.2
- dataset_path:
  null
- ent_coef:
  0.001
- env_id:
  "XLand-MiniGrid-R1-13x13"
- eval_episodes:
  80
- gae_lambda:
  0.999
- gamma:
  0.999
- group:
  "xland-single-task-test-v1"
- head_hidden_dim:
  64
- lr:
  0.001
- max_grad_norm:
  0.5
- name:
  "single-task-ppo"
- num_envs:
  16,384
- num_minibatches:
  16
- num_steps:
  256
- obs_emb_dim:
  16
- project:
  "xminigrid"
- rnn_hidden_dim:
  1,024
- rnn_num_layers:
  1
- ruleset_id:
  6
- seed:
  0
- total_timesteps:
  4,000,000,000
- update_epochs:
  1
- vf_coef:
  0.5
- wandb_logging:
  true

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 10 keys
- actor_loss:
  0.00000012267264537513
- entropy:
  1.5919820070266724
- eval/lengths:
  507
- eval/returns:
  0
- lr:
  0.00000104939942957571
- steps_per_second:
  605,234.1091219598
- total_loss:
  -0.001588613144122064
- training_time:
  6,609.012842655182
- transitions:
  3,992,977,408
- value_loss:
  0.00000649259800411528

This run consumed these artifacts as inputs. Learn more

job

job-git_github.com_Howuhh_xland-minigrid-datasets.git_src_xminigrid_datasets_collection_train.py:v58

This run produced these artifacts as outputs. Total: 1. Learn more

wandb-history

run-6220348-history:v0