state-machine

State-machine's group workspace

Group: xland-single-task-test

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Tags

Notes

Author

state-machine

State

Finished

Start time

April 11th, 2024 5:34:01 PM

Runtime

14m 54s

Tracked hours

14m 50s

Run path

state-machine/xminigrid/6114175

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" c9749735b2153756feb15524bbc21477bf8dd942

Command

/workspace/xminigrid-datasets/src/xminigrid_datasets/collection/train.py --group=xland-single-task-test --env_id=XLand-MiniGrid-R4-13x13 --benchmark_id=trivial-1m --ruleset_id=0 --total_timesteps=500_000_000 --seed=0 --num_steps=64 --dataset_path=datasets

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

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 26 keys
- action_emb_dim:
  16
- benchmark_id:
  "trivial-1m"
- clip_eps:
  0.2
- dataset_path:
  "datasets"
- ent_coef:
  0.01
- env_id:
  "XLand-MiniGrid-R4-13x13"
- eval_episodes:
  80
- gae_lambda:
  0.95
- gamma:
  0.99
- group:
  "xland-single-task-test"
- head_hidden_dim:
  256
- lr:
  0.001
- max_grad_norm:
  0.5
- name:
  "single-task-ppo"
- num_envs:
  8,192
- num_minibatches:
  16
- num_steps:
  64
- project:
  "xminigrid"
- rnn_hidden_dim:
  1,024
- rnn_num_layers:
  1
- ruleset_id:
  0
- seed:
  0
- total_timesteps:
  500,000,000
- 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:
  -0.00001356168650090694
- entropy:
  0.9161524772644044
- eval/lengths:
  505.2875061035156
- eval/returns:
  0.004289941396564245
- lr:
  0.00000104939942957571
- steps_per_second:
  578,433.656803456
- total_loss:
  -0.009165743365883827
- training_time:
  864.4033660888672
- transitions:
  499,122,176
- value_loss:
  0.0000186856123036705

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:v25

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

wandb-history

run-6114175-history:v0