state-machine

State-machine's group workspace

Group: XLand-MiniGrid-R4-13x13-direction-sweep-v0

1-40

of 40

Tags

Notes

Author

state-machine

State

Finished

Start time

July 16th, 2024 10:10:26 PM

Sweep

leueybet

Runtime

4h 1m 11s

Tracked hours

4h 56s

Run path

state-machine/xminigrid/fu7uakc9

Linux-5.15.0-1044-nvidia-x86_64-with-glibc2.31

Python version

3.10.13

Git repository

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

Git state

git checkout -b "meta-task-ppo" 6e7e218617fd060796d9538d78492fee2f11be2f

Command

/home/jovyan/tmp/b5d08b64/training/train_meta_task.py --benchmark_id=high-1m --config_path=configs/wip/config_best.yaml --group=XLand-MiniGrid-R4-13x13-direction-sweep-v0 --num_minibatches=16 --train_seed=5

System Hardware

CPU count	112
Logical CPU count	224
GPU count	1
GPU type	NVIDIA H100 80GB HBM3

W&B CLI Version

0.17.0

Group

XLand-MiniGrid-R4-13x13-direction-sweep-v0

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 29 keys
- action_emb_dim:
  16
- benchmark_id:
  "high-1m"
- checkpoint_path:
  null
- clip_eps:
  0.2
- config_path:
  "configs/wip/config_best.yaml"
- ent_coef:
  0.01
- env_id:
  "XLand-MiniGrid-R4-13x13"
- eval_num_envs:
  16,384
- eval_num_episodes:
  25
- eval_seed:
  42
- gae_lambda:
  0.95
- gamma:
  0.99
- group:
  "XLand-MiniGrid-R4-13x13-direction-sweep-v0"
- head_hidden_dim:
  256
- img_obs:
  false
- lr:
  0.001
- max_grad_norm:
  0.5
- name:
  "meta-task-ppo"
- num_envs:
  16,384
- num_minibatches:
  16
- num_steps_per_env:
  12,800
- num_steps_per_update:
  256
- project:
  "xminigrid"
- rnn_hidden_dim:
  1,024
- rnn_num_layers:
  1
- total_timesteps:
  10,000,000,000
- train_seed:
  5
- update_epochs:
  1
- vf_coef:
  0.5

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 13 keys
- actor_loss:
  0.00000008724600775167
- entropy:
  1.2787758111953735
- eval/lengths:
  10,814.5400390625
- eval/lengths_20percentile:
  9,036.80078125
- eval/returns_20percentile:
  0
- eval/returns_mean:
  3.756028175354004
- eval/returns_median:
  0
- lr:
  0.00002083331492030993
- steps_per_second:
  695,530.8423273223
- total_loss:
  -0.009131422266364098
- training_time:
  14,377.507640838625
- transitions:
  10,066,329,600
- value_loss:
  0.007312496192753315

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

wandb-history

run-fu7uakc9-history:v0