img-obs-trivial-testing | state-machine Workspace – Weights & Biases

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Author

State

Finished

Start time

March 12th, 2024 10:38:28 AM

Runtime

7h 53m 54s

Tracked hours

7h 53m 48s

Run path

state-machine/xminigrid/5310224

OS

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 "meta-task-ppo" dc26721ec7b30dd9c4a4a7c6ee3fb3c7fcf69d32

Command

/workspace/xminigrid/training/train_meta_task.py --config_path=configs/config_best_img.yaml --group=img-obs-trivial-testing --train_seed=0

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

img-obs-trivial-testing

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 28 keys
- action_emb_dim:
  16
- benchmark_id:
  "trivial-1m"
- checkpoint_path:
  null
- clip_eps:
  0.2
- ent_coef:
  0.01
- env_id:
  "XLand-MiniGrid-R1-13x13"
- eval_num_envs:
  8,192
- eval_num_episodes:
  25
- eval_seed:
  42
- gae_lambda:
  0.95
- gamma:
  0.99
- group:
  "img-obs-trivial-testing"
- head_hidden_dim:
  256
- img_obs:
  true
- lr:
  0.0001
- max_grad_norm:
  0.5
- name:
  "meta-task-ppo"
- num_envs:
  1,024
- num_minibatches:
  32
- num_steps_per_env:
  12,800
- num_steps_per_update:
  128
- project:
  "xminigrid"
- rnn_hidden_dim:
  1,024
- rnn_num_layers:
  1
- total_timesteps:
  500,000,000
- train_seed:
  0
- update_epochs:
  1
- vf_coef:
  0.5

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 13 keys
- actor_loss:
  0.0000010779310741782
- entropy:
  0.8328774571418762
- eval/lengths:
  6,315.8193359375
- eval/lengths_20percentile:
  2,085
- eval/returns_20percentile:
  2.7065088748931885
- eval/returns_mean:
  12.90799331665039
- eval/returns_median:
  17.089645385742188
- lr:
  0.00000263158085545001
- steps_per_second:
  17,641.841845466257
- total_loss:
  0.00595743115991354
- training_time:
  28,341.711958408356
- transitions:
  498,073,600
- value_loss:
  0.028570255264639854

This run consumed these artifacts as inputs. Learn more

job-git_github.com_corl-team_xland-minigrid.git_training_train_meta_task.py:v11

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

run-5310224-history:v0

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