Micky0822 commited on
Commit
d8058ac
·
verified ·
1 Parent(s): 4ae154d

Upload folder using huggingface_hub

Browse files
Files changed (3) hide show
  1. config.json +69 -0
  2. model.safetensors +3 -0
  3. train_config.json +182 -0
config.json ADDED
@@ -0,0 +1,69 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "n_obs_steps": 1,
3
+ "normalization_mapping": {
4
+ "VISUAL": "IDENTITY",
5
+ "STATE": "MEAN_STD",
6
+ "ACTION": "MEAN_STD"
7
+ },
8
+ "input_features": {
9
+ "observation.state": {
10
+ "type": "STATE",
11
+ "shape": [
12
+ 7
13
+ ]
14
+ },
15
+ "observation.images.front_camera": {
16
+ "type": "VISUAL",
17
+ "shape": [
18
+ 3,
19
+ 480,
20
+ 640
21
+ ]
22
+ }
23
+ },
24
+ "output_features": {
25
+ "action": {
26
+ "type": "ACTION",
27
+ "shape": [
28
+ 7
29
+ ]
30
+ }
31
+ },
32
+ "device": "cuda",
33
+ "use_amp": false,
34
+ "chunk_size": 50,
35
+ "n_action_steps": 50,
36
+ "max_state_dim": 32,
37
+ "max_action_dim": 32,
38
+ "resize_imgs_with_padding": [
39
+ 224,
40
+ 224
41
+ ],
42
+ "interpolate_like_pi": false,
43
+ "empty_cameras": 0,
44
+ "adapt_to_pi_aloha": false,
45
+ "use_delta_joint_actions_aloha": false,
46
+ "tokenizer_max_length": 200,
47
+ "proj_width": 1024,
48
+ "max_decoding_steps": 256,
49
+ "fast_skip_tokens": 128,
50
+ "max_input_seq_len": 256,
51
+ "use_cache": true,
52
+ "freeze_vision_encoder": true,
53
+ "freeze_lm_head": true,
54
+ "optimizer_lr": 2.5e-05,
55
+ "optimizer_betas": [
56
+ 0.9,
57
+ 0.95
58
+ ],
59
+ "optimizer_eps": 1e-08,
60
+ "optimizer_weight_decay": 0.01,
61
+ "scheduler_warmup_steps": 1000,
62
+ "scheduler_decay_steps": 30000,
63
+ "scheduler_decay_lr": 2.5e-06,
64
+ "checkpoint_path": null,
65
+ "padding_side": "right",
66
+ "precision": "bfloat16",
67
+ "grad_clip_norm": 1,
68
+ "relaxed_action_decoding": true
69
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a84c377cdab098e8835cba363f901864b7b085b46ffb87c60d0f47b76ab2a7be
3
+ size 5846765784
train_config.json ADDED
@@ -0,0 +1,182 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset": {
3
+ "repo_id": "Micky0822/task1a",
4
+ "root": null,
5
+ "episodes": null,
6
+ "image_transforms": {
7
+ "enable": false,
8
+ "max_num_transforms": 3,
9
+ "random_order": false,
10
+ "tfs": {
11
+ "brightness": {
12
+ "weight": 1.0,
13
+ "type": "ColorJitter",
14
+ "kwargs": {
15
+ "brightness": [
16
+ 0.8,
17
+ 1.2
18
+ ]
19
+ }
20
+ },
21
+ "contrast": {
22
+ "weight": 1.0,
23
+ "type": "ColorJitter",
24
+ "kwargs": {
25
+ "contrast": [
26
+ 0.8,
27
+ 1.2
28
+ ]
29
+ }
30
+ },
31
+ "saturation": {
32
+ "weight": 1.0,
33
+ "type": "ColorJitter",
34
+ "kwargs": {
35
+ "saturation": [
36
+ 0.5,
37
+ 1.5
38
+ ]
39
+ }
40
+ },
41
+ "hue": {
42
+ "weight": 1.0,
43
+ "type": "ColorJitter",
44
+ "kwargs": {
45
+ "hue": [
46
+ -0.05,
47
+ 0.05
48
+ ]
49
+ }
50
+ },
51
+ "sharpness": {
52
+ "weight": 1.0,
53
+ "type": "SharpnessJitter",
54
+ "kwargs": {
55
+ "sharpness": [
56
+ 0.5,
57
+ 1.5
58
+ ]
59
+ }
60
+ }
61
+ }
62
+ },
63
+ "revision": null,
64
+ "use_imagenet_stats": true,
65
+ "video_backend": "torchcodec"
66
+ },
67
+ "env": null,
68
+ "policy": {
69
+ "type": "pi0fast",
70
+ "n_obs_steps": 1,
71
+ "normalization_mapping": {
72
+ "VISUAL": "IDENTITY",
73
+ "STATE": "MEAN_STD",
74
+ "ACTION": "MEAN_STD"
75
+ },
76
+ "input_features": {
77
+ "observation.state": {
78
+ "type": "STATE",
79
+ "shape": [
80
+ 7
81
+ ]
82
+ },
83
+ "observation.images.front_camera": {
84
+ "type": "VISUAL",
85
+ "shape": [
86
+ 3,
87
+ 480,
88
+ 640
89
+ ]
90
+ }
91
+ },
92
+ "output_features": {
93
+ "action": {
94
+ "type": "ACTION",
95
+ "shape": [
96
+ 7
97
+ ]
98
+ }
99
+ },
100
+ "device": "cuda",
101
+ "use_amp": false,
102
+ "chunk_size": 50,
103
+ "n_action_steps": 50,
104
+ "max_state_dim": 32,
105
+ "max_action_dim": 32,
106
+ "resize_imgs_with_padding": [
107
+ 224,
108
+ 224
109
+ ],
110
+ "interpolate_like_pi": false,
111
+ "empty_cameras": 0,
112
+ "adapt_to_pi_aloha": false,
113
+ "use_delta_joint_actions_aloha": false,
114
+ "tokenizer_max_length": 200,
115
+ "proj_width": 1024,
116
+ "max_decoding_steps": 256,
117
+ "fast_skip_tokens": 128,
118
+ "max_input_seq_len": 256,
119
+ "use_cache": true,
120
+ "freeze_vision_encoder": true,
121
+ "freeze_lm_head": true,
122
+ "optimizer_lr": 2.5e-05,
123
+ "optimizer_betas": [
124
+ 0.9,
125
+ 0.95
126
+ ],
127
+ "optimizer_eps": 1e-08,
128
+ "optimizer_weight_decay": 0.01,
129
+ "scheduler_warmup_steps": 1000,
130
+ "scheduler_decay_steps": 30000,
131
+ "scheduler_decay_lr": 2.5e-06,
132
+ "checkpoint_path": null,
133
+ "padding_side": "right",
134
+ "precision": "bfloat16",
135
+ "grad_clip_norm": 1,
136
+ "relaxed_action_decoding": true
137
+ },
138
+ "output_dir": "/content/outputs/pi0fast_task1a",
139
+ "job_name": "pi0fast_task1a",
140
+ "resume": false,
141
+ "seed": 1000,
142
+ "num_workers": 4,
143
+ "batch_size": 8,
144
+ "steps": 10000,
145
+ "eval_freq": 2000,
146
+ "log_freq": 50,
147
+ "save_checkpoint": true,
148
+ "save_freq": 2000,
149
+ "use_policy_training_preset": true,
150
+ "optimizer": {
151
+ "type": "adamw",
152
+ "lr": 2.5e-05,
153
+ "weight_decay": 0.01,
154
+ "grad_clip_norm": 1,
155
+ "betas": [
156
+ 0.9,
157
+ 0.95
158
+ ],
159
+ "eps": 1e-08
160
+ },
161
+ "scheduler": {
162
+ "type": "cosine_decay_with_warmup",
163
+ "num_warmup_steps": 1000,
164
+ "num_decay_steps": 30000,
165
+ "peak_lr": 2.5e-05,
166
+ "decay_lr": 2.5e-06
167
+ },
168
+ "eval": {
169
+ "n_episodes": 50,
170
+ "batch_size": 50,
171
+ "use_async_envs": false
172
+ },
173
+ "wandb": {
174
+ "enable": false,
175
+ "disable_artifact": false,
176
+ "project": "lerobot",
177
+ "entity": null,
178
+ "notes": null,
179
+ "run_id": null,
180
+ "mode": null
181
+ }
182
+ }