Andrewzhang505's group workspace
quadrotor_multi
What makes this group special?
Tags
03_baseline_see_3333_20221007_233013_153119
Notes
Tags
sf2
Author
State
Finished
Start time
October 7th, 2022 11:30:14 PM
Runtime
14s
Tracked hours
-
Run path
andrewzhang505/sample_factory/03_baseline_see_3333_20221007_233013_153119
OS
Linux-4.19.0-22-cloud-amd64-x86_64-with-glibc2.10
Python version
3.8.13
Git repository
git clone https://github.com/andrewzhang505/sample-factory.git
Git state
git checkout -b "03_baseline_see_3333_20221007_233013_153119" de7a5ebb4914c50eccb825df4d7086a817bfc1dd
Command
-m sf_examples.swarm_rl_examples.train_swarm_rl --env=quadrotor_multi --train_for_env_steps=1000000000 --algo=APPO --use_rnn=False --num_workers=36 --num_envs_per_worker=4 --learning_rate=0.0001 --ppo_clip_value=5.0 --recurrence=1 --nonlinearity=tanh --actor_critic_share_weights=False --policy_initialization=xavier_uniform --adaptive_stddev=False --with_vtrace=False --max_policy_lag=100000000 --rnn_size=256 --gae_lambda=1.00 --max_grad_norm=5.0 --exploration_loss_coeff=0.0 --rollout=128 --batch_size=1024 --quads_use_numba=True --quads_mode=mix --quads_episode_duration=15.0 --quads_formation_size=0.0 --quads_collision_reward=5.0 --quads_neighbor_hidden_size=256 --neighbor_obs_type=pos_vel --quads_settle_reward=0.0 --quads_collision_hitbox_radius=2.0 --quads_collision_falloff_radius=4.0 --quads_local_obs=6 --quads_local_metric=dist --quads_local_coeff=1.0 --quads_num_agents=8 --quads_collision_reward=5.0 --quads_collision_smooth_max_penalty=10.0 --quads_neighbor_encoder_type=attention --replay_buffer_sample_prob=0.75 --anneal_collision_steps=300000000 --train_for_env_steps=10000000000 --rnn_size=16 --neighbor_obs_type=none --quads_local_obs=-1 --quads_num_agents=1 --replay_buffer_sample_prob=0.0 --anneal_collision_steps=0 --save_milestones_sec=10000 --quads_neighbor_encoder_type=no_encoder --serial_mode=False --with_wandb=True --wandb_tags sf2 --seed=3333 --experiment=03_baseline_see_3333 --train_dir=./train_dir/quad_single_baseline/baseline_
System Hardware
| CPU count | 8 |
| GPU count | 1 |
| GPU type | Tesla T4 |
W&B CLI Version
0.12.20
Group
quadrotor_multiJob Type
SF
Config
Config parameters are your model's inputs. Learn more
No config parameters were saved for this run.
Check the configuration documentation for more information.
Summary
Summary metrics are your model's outputs. Learn more
No summary metrics saved for this run.
Check the summary metrics documentation for more information.