Robotics
LeRobot
Safetensors
diffusion
ISdept commited on
Commit
70576c5
·
verified ·
1 Parent(s): e4340cd

Upload folder using huggingface_hub

Browse files
config.json ADDED
@@ -0,0 +1,98 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "type": "diffusion",
3
+ "n_obs_steps": 2,
4
+ "input_features": {
5
+ "observation.state": {
6
+ "type": "STATE",
7
+ "shape": [
8
+ 7
9
+ ]
10
+ },
11
+ "observation.images.gripper": {
12
+ "type": "VISUAL",
13
+ "shape": [
14
+ 3,
15
+ 400,
16
+ 640
17
+ ]
18
+ },
19
+ "observation.images.depth": {
20
+ "type": "VISUAL",
21
+ "shape": [
22
+ 3,
23
+ 400,
24
+ 640
25
+ ]
26
+ },
27
+ "observation.images.rgb": {
28
+ "type": "VISUAL",
29
+ "shape": [
30
+ 3,
31
+ 400,
32
+ 640
33
+ ]
34
+ }
35
+ },
36
+ "output_features": {
37
+ "action": {
38
+ "type": "ACTION",
39
+ "shape": [
40
+ 7
41
+ ]
42
+ }
43
+ },
44
+ "device": "cuda",
45
+ "use_amp": false,
46
+ "push_to_hub": true,
47
+ "repo_id": null,
48
+ "private": null,
49
+ "tags": null,
50
+ "license": null,
51
+ "pretrained_path": null,
52
+ "horizon": 16,
53
+ "n_action_steps": 8,
54
+ "normalization_mapping": {
55
+ "VISUAL": "MEAN_STD",
56
+ "STATE": "MIN_MAX",
57
+ "ACTION": "MIN_MAX"
58
+ },
59
+ "drop_n_last_frames": 7,
60
+ "vision_backbone": "resnet18",
61
+ "crop_shape": [
62
+ 84,
63
+ 84
64
+ ],
65
+ "crop_is_random": true,
66
+ "pretrained_backbone_weights": null,
67
+ "use_group_norm": true,
68
+ "spatial_softmax_num_keypoints": 32,
69
+ "use_separate_rgb_encoder_per_camera": false,
70
+ "down_dims": [
71
+ 512,
72
+ 1024,
73
+ 2048
74
+ ],
75
+ "kernel_size": 5,
76
+ "n_groups": 8,
77
+ "diffusion_step_embed_dim": 128,
78
+ "use_film_scale_modulation": true,
79
+ "noise_scheduler_type": "DDPM",
80
+ "num_train_timesteps": 100,
81
+ "beta_schedule": "squaredcos_cap_v2",
82
+ "beta_start": 0.0001,
83
+ "beta_end": 0.02,
84
+ "prediction_type": "epsilon",
85
+ "clip_sample": true,
86
+ "clip_sample_range": 1.0,
87
+ "num_inference_steps": null,
88
+ "do_mask_loss_for_padding": false,
89
+ "optimizer_lr": 0.0001,
90
+ "optimizer_betas": [
91
+ 0.95,
92
+ 0.999
93
+ ],
94
+ "optimizer_eps": 1e-08,
95
+ "optimizer_weight_decay": 1e-06,
96
+ "scheduler_name": "cosine",
97
+ "scheduler_warmup_steps": 500
98
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:797137109f78db308d2965a3560cdfe3bb7ab6a9b07d77efc14c92bef4505bdc
3
+ size 1081440164
policy_postprocessor.json ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "policy_postprocessor",
3
+ "steps": [
4
+ {
5
+ "registry_name": "unnormalizer_processor",
6
+ "config": {
7
+ "eps": 1e-08,
8
+ "features": {
9
+ "action": {
10
+ "type": "ACTION",
11
+ "shape": [
12
+ 7
13
+ ]
14
+ }
15
+ },
16
+ "norm_map": {
17
+ "VISUAL": "MEAN_STD",
18
+ "STATE": "MIN_MAX",
19
+ "ACTION": "MIN_MAX"
20
+ }
21
+ }
22
+ },
23
+ {
24
+ "registry_name": "device_processor",
25
+ "config": {
26
+ "device": "cpu",
27
+ "float_dtype": null
28
+ }
29
+ }
30
+ ]
31
+ }
policy_preprocessor.json ADDED
@@ -0,0 +1,71 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "policy_preprocessor",
3
+ "steps": [
4
+ {
5
+ "registry_name": "rename_observations_processor",
6
+ "config": {
7
+ "rename_map": {}
8
+ }
9
+ },
10
+ {
11
+ "registry_name": "to_batch_processor",
12
+ "config": {}
13
+ },
14
+ {
15
+ "registry_name": "device_processor",
16
+ "config": {
17
+ "device": "cuda",
18
+ "float_dtype": null
19
+ }
20
+ },
21
+ {
22
+ "registry_name": "normalizer_processor",
23
+ "config": {
24
+ "eps": 1e-08,
25
+ "features": {
26
+ "observation.state": {
27
+ "type": "STATE",
28
+ "shape": [
29
+ 7
30
+ ]
31
+ },
32
+ "observation.images.gripper": {
33
+ "type": "VISUAL",
34
+ "shape": [
35
+ 3,
36
+ 400,
37
+ 640
38
+ ]
39
+ },
40
+ "observation.images.depth": {
41
+ "type": "VISUAL",
42
+ "shape": [
43
+ 3,
44
+ 400,
45
+ 640
46
+ ]
47
+ },
48
+ "observation.images.rgb": {
49
+ "type": "VISUAL",
50
+ "shape": [
51
+ 3,
52
+ 400,
53
+ 640
54
+ ]
55
+ },
56
+ "action": {
57
+ "type": "ACTION",
58
+ "shape": [
59
+ 7
60
+ ]
61
+ }
62
+ },
63
+ "norm_map": {
64
+ "VISUAL": "MEAN_STD",
65
+ "STATE": "MIN_MAX",
66
+ "ACTION": "MIN_MAX"
67
+ }
68
+ }
69
+ }
70
+ ]
71
+ }