state-machine

State-machine's group workspace

Group: xland-single-task

1-4

of 4

Tags

Notes

Author

state-machine

State

Finished

Start time

March 24th, 2024 6:03:17 PM

Runtime

2m 17s

Tracked hours

2m 7s

Run path

state-machine/xminigrid/5649418

Linux-5.4.0-171-generic-x86_64-with-glibc2.31

Python version

3.10.11

Git repository

git clone git@github.com:corl-team/xland-minigrid.git

Git state

git checkout -b "single-task-ppo" a68aa982f8b8e1a6f6be62bbec49329cd3e7ba6b

Command

/workspace/xminigrid/training/train_single_task.py --group=xland-single-task --env_id=XLand-MiniGrid-R1-9x9 --benchmark_id=trivial-1m --ruleset_id=0 --total_timesteps=50_000_000 --seed=5

System Hardware

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

W&B CLI Version

0.15.10

Group

xland-single-task

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 25 keys
- action_emb_dim:
  16
- benchmark_id:
  "trivial-1m"
- clip_eps:
  0.2
- ent_coef:
  0.01
- env_id:
  "XLand-MiniGrid-R1-9x9"
- eval_episodes:
  80
- gae_lambda:
  0.95
- gamma:
  0.99
- group:
  "xland-single-task"
- head_hidden_dim:
  256
- img_obs:
  false
- lr:
  0.001
- max_grad_norm:
  0.5
- name:
  "single-task-ppo"
- num_envs:
  8,192
- num_minibatches:
  16
- num_steps:
  16
- project:
  "xminigrid"
- rnn_hidden_dim:
  1,024
- rnn_num_layers:
  1
- ruleset_id:
  0
- seed:
  5
- total_timesteps:
  50,000,000
- update_epochs:
  1
- vf_coef:
  0.5

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 10 keys
- actor_loss:
  0.00000276710488833487
- entropy:
  0.13036948442459106
- eval/lengths:
  32.76250076293945
- eval/returns:
  0.8786574602127075
- lr:
  0.00000262469075096305
- steps_per_second:
  521,259.5264583368
- total_loss:
  0.0004233323270455003
- training_time:
  95.92150831222534
- transitions:
  49,938,432
- value_loss:
  0.00344852008856833

This run consumed these artifacts as inputs. Learn more

job

job-git_github.com_corl-team_xland-minigrid.git_training_train_single_task.py:v0

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

wandb-history

run-5649418-history:v0