Delete config.yaml
Browse files- config.yaml +0 -141
config.yaml
DELETED
|
@@ -1,141 +0,0 @@
|
|
| 1 |
-
device: cuda
|
| 2 |
-
use_amp: false
|
| 3 |
-
seed: 100000
|
| 4 |
-
dataset_repo_id: lerobot/pusht
|
| 5 |
-
training:
|
| 6 |
-
offline_steps: 200000
|
| 7 |
-
online_steps: 0
|
| 8 |
-
online_steps_between_rollouts: 1
|
| 9 |
-
online_sampling_ratio: 0.5
|
| 10 |
-
online_env_seed: ???
|
| 11 |
-
eval_freq: 10000
|
| 12 |
-
save_freq: 20000
|
| 13 |
-
log_freq: 250
|
| 14 |
-
save_model: true
|
| 15 |
-
batch_size: 64
|
| 16 |
-
grad_clip_norm: 10
|
| 17 |
-
lr: 0.0001
|
| 18 |
-
lr_scheduler: cosine
|
| 19 |
-
lr_warmup_steps: 500
|
| 20 |
-
adam_betas:
|
| 21 |
-
- 0.95
|
| 22 |
-
- 0.999
|
| 23 |
-
adam_eps: 1.0e-08
|
| 24 |
-
adam_weight_decay: 1.0e-06
|
| 25 |
-
delta_timestamps:
|
| 26 |
-
observation.image:
|
| 27 |
-
- -0.1
|
| 28 |
-
- 0.0
|
| 29 |
-
observation.state:
|
| 30 |
-
- -0.1
|
| 31 |
-
- 0.0
|
| 32 |
-
action:
|
| 33 |
-
- -0.1
|
| 34 |
-
- 0.0
|
| 35 |
-
- 0.1
|
| 36 |
-
- 0.2
|
| 37 |
-
- 0.3
|
| 38 |
-
- 0.4
|
| 39 |
-
- 0.5
|
| 40 |
-
- 0.6
|
| 41 |
-
- 0.7
|
| 42 |
-
- 0.8
|
| 43 |
-
- 0.9
|
| 44 |
-
- 1.0
|
| 45 |
-
- 1.1
|
| 46 |
-
- 1.2
|
| 47 |
-
- 1.3
|
| 48 |
-
- 1.4
|
| 49 |
-
n_end_keyframes_dropped: ${policy.horizon} - ${policy.n_action_steps} - ${policy.n_obs_steps}
|
| 50 |
-
+ 1
|
| 51 |
-
eval:
|
| 52 |
-
n_episodes: 50
|
| 53 |
-
batch_size: 50
|
| 54 |
-
use_async_envs: false
|
| 55 |
-
wandb:
|
| 56 |
-
enable: true
|
| 57 |
-
disable_artifact: true
|
| 58 |
-
project: lerobot
|
| 59 |
-
notes: ''
|
| 60 |
-
fps: 10
|
| 61 |
-
env:
|
| 62 |
-
name: pusht
|
| 63 |
-
task: PushT-v0
|
| 64 |
-
image_size: 96
|
| 65 |
-
state_dim: 2
|
| 66 |
-
action_dim: 2
|
| 67 |
-
fps: ${fps}
|
| 68 |
-
episode_length: 300
|
| 69 |
-
gym:
|
| 70 |
-
obs_type: pixels_agent_pos
|
| 71 |
-
render_mode: rgb_array
|
| 72 |
-
visualization_width: 384
|
| 73 |
-
visualization_height: 384
|
| 74 |
-
override_dataset_stats:
|
| 75 |
-
observation.image:
|
| 76 |
-
mean:
|
| 77 |
-
- - - 0.5
|
| 78 |
-
- - - 0.5
|
| 79 |
-
- - - 0.5
|
| 80 |
-
std:
|
| 81 |
-
- - - 0.5
|
| 82 |
-
- - - 0.5
|
| 83 |
-
- - - 0.5
|
| 84 |
-
observation.state:
|
| 85 |
-
min:
|
| 86 |
-
- 13.456424
|
| 87 |
-
- 32.938293
|
| 88 |
-
max:
|
| 89 |
-
- 496.14618
|
| 90 |
-
- 510.9579
|
| 91 |
-
action:
|
| 92 |
-
min:
|
| 93 |
-
- 12.0
|
| 94 |
-
- 25.0
|
| 95 |
-
max:
|
| 96 |
-
- 511.0
|
| 97 |
-
- 511.0
|
| 98 |
-
policy:
|
| 99 |
-
name: diffusion
|
| 100 |
-
n_obs_steps: 2
|
| 101 |
-
horizon: 16
|
| 102 |
-
n_action_steps: 8
|
| 103 |
-
input_shapes:
|
| 104 |
-
observation.image:
|
| 105 |
-
- 3
|
| 106 |
-
- 96
|
| 107 |
-
- 96
|
| 108 |
-
observation.state:
|
| 109 |
-
- ${env.state_dim}
|
| 110 |
-
output_shapes:
|
| 111 |
-
action:
|
| 112 |
-
- ${env.action_dim}
|
| 113 |
-
input_normalization_modes:
|
| 114 |
-
observation.image: mean_std
|
| 115 |
-
observation.state: min_max
|
| 116 |
-
output_normalization_modes:
|
| 117 |
-
action: min_max
|
| 118 |
-
vision_backbone: resnet18
|
| 119 |
-
crop_shape:
|
| 120 |
-
- 84
|
| 121 |
-
- 84
|
| 122 |
-
crop_is_random: true
|
| 123 |
-
pretrained_backbone_weights: null
|
| 124 |
-
use_group_norm: true
|
| 125 |
-
spatial_softmax_num_keypoints: 32
|
| 126 |
-
down_dims:
|
| 127 |
-
- 512
|
| 128 |
-
- 1024
|
| 129 |
-
- 2048
|
| 130 |
-
kernel_size: 5
|
| 131 |
-
n_groups: 8
|
| 132 |
-
diffusion_step_embed_dim: 128
|
| 133 |
-
use_film_scale_modulation: true
|
| 134 |
-
num_train_timesteps: 100
|
| 135 |
-
beta_schedule: squaredcos_cap_v2
|
| 136 |
-
beta_start: 0.0001
|
| 137 |
-
beta_end: 0.02
|
| 138 |
-
prediction_type: epsilon
|
| 139 |
-
clip_sample: true
|
| 140 |
-
clip_sample_range: 1.0
|
| 141 |
-
num_inference_steps: 100
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|