Miiche commited on
Commit
e0c824c
·
verified ·
1 Parent(s): 7acafa9

categorize_interrupt step 5000

Browse files
categorize_interrupt/step_5000/config.json ADDED
@@ -0,0 +1,71 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "type": "act",
3
+ "n_obs_steps": 1,
4
+ "input_features": {
5
+ "observation.image": {
6
+ "type": "VISUAL",
7
+ "shape": [
8
+ 3,
9
+ 256,
10
+ 256
11
+ ]
12
+ },
13
+ "observation.state": {
14
+ "type": "STATE",
15
+ "shape": [
16
+ 8
17
+ ]
18
+ },
19
+ "observation.wrist_image": {
20
+ "type": "VISUAL",
21
+ "shape": [
22
+ 3,
23
+ 256,
24
+ 256
25
+ ]
26
+ }
27
+ },
28
+ "output_features": {
29
+ "action": {
30
+ "type": "ACTION",
31
+ "shape": [
32
+ 8
33
+ ]
34
+ }
35
+ },
36
+ "device": "cuda",
37
+ "use_amp": false,
38
+ "use_peft": false,
39
+ "push_to_hub": false,
40
+ "repo_id": null,
41
+ "private": null,
42
+ "tags": null,
43
+ "license": null,
44
+ "pretrained_path": null,
45
+ "chunk_size": 10,
46
+ "n_action_steps": 1,
47
+ "normalization_mapping": {
48
+ "VISUAL": "MEAN_STD",
49
+ "STATE": "MEAN_STD",
50
+ "ACTION": "MEAN_STD"
51
+ },
52
+ "vision_backbone": "resnet18",
53
+ "pretrained_backbone_weights": "ResNet18_Weights.IMAGENET1K_V1",
54
+ "replace_final_stride_with_dilation": false,
55
+ "pre_norm": false,
56
+ "dim_model": 512,
57
+ "n_heads": 8,
58
+ "dim_feedforward": 3200,
59
+ "feedforward_activation": "relu",
60
+ "n_encoder_layers": 4,
61
+ "n_decoder_layers": 1,
62
+ "use_vae": false,
63
+ "latent_dim": 32,
64
+ "n_vae_encoder_layers": 4,
65
+ "temporal_ensemble_coeff": 0.01,
66
+ "dropout": 0.0,
67
+ "kl_weight": 10.0,
68
+ "optimizer_lr": 1e-05,
69
+ "optimizer_weight_decay": 0.0001,
70
+ "optimizer_lr_backbone": 1e-05
71
+ }
categorize_interrupt/step_5000/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:60658ee01d62a3d46834cfd94b9208a3a447649c460d765b67362d437ede48e4
3
+ size 136815328
categorize_interrupt/step_5000/policy_postprocessor.json ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
+ 8
13
+ ]
14
+ }
15
+ },
16
+ "norm_map": {
17
+ "VISUAL": "MEAN_STD",
18
+ "STATE": "MEAN_STD",
19
+ "ACTION": "MEAN_STD"
20
+ }
21
+ },
22
+ "state_file": "policy_postprocessor_step_0_unnormalizer_processor.safetensors"
23
+ },
24
+ {
25
+ "registry_name": "device_processor",
26
+ "config": {
27
+ "device": "cpu",
28
+ "float_dtype": null
29
+ }
30
+ }
31
+ ]
32
+ }
categorize_interrupt/step_5000/policy_postprocessor_step_0_unnormalizer_processor.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f2268fbfb4dd0b3063c9a05fe6a2433d3f1556e2b469ec404131d76d1db991cb
3
+ size 7624
categorize_interrupt/step_5000/policy_preprocessor.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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.image": {
27
+ "type": "VISUAL",
28
+ "shape": [
29
+ 3,
30
+ 256,
31
+ 256
32
+ ]
33
+ },
34
+ "observation.state": {
35
+ "type": "STATE",
36
+ "shape": [
37
+ 8
38
+ ]
39
+ },
40
+ "observation.wrist_image": {
41
+ "type": "VISUAL",
42
+ "shape": [
43
+ 3,
44
+ 256,
45
+ 256
46
+ ]
47
+ },
48
+ "action": {
49
+ "type": "ACTION",
50
+ "shape": [
51
+ 8
52
+ ]
53
+ }
54
+ },
55
+ "norm_map": {
56
+ "VISUAL": "MEAN_STD",
57
+ "STATE": "MEAN_STD",
58
+ "ACTION": "MEAN_STD"
59
+ }
60
+ },
61
+ "state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
62
+ }
63
+ ]
64
+ }
categorize_interrupt/step_5000/policy_preprocessor_step_3_normalizer_processor.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f2268fbfb4dd0b3063c9a05fe6a2433d3f1556e2b469ec404131d76d1db991cb
3
+ size 7624
categorize_interrupt/step_5000/train_config.json ADDED
@@ -0,0 +1,203 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset": {
3
+ "repo_id": "ghb/categorize_interrupt_qt24_100_c10",
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
+ "affine": {
62
+ "weight": 1.0,
63
+ "type": "RandomAffine",
64
+ "kwargs": {
65
+ "degrees": [
66
+ -5.0,
67
+ 5.0
68
+ ],
69
+ "translate": [
70
+ 0.05,
71
+ 0.05
72
+ ]
73
+ }
74
+ }
75
+ }
76
+ },
77
+ "revision": null,
78
+ "use_imagenet_stats": true,
79
+ "video_backend": "torchcodec",
80
+ "return_uint8": false,
81
+ "streaming": false
82
+ },
83
+ "env": null,
84
+ "policy": {
85
+ "type": "act",
86
+ "n_obs_steps": 1,
87
+ "input_features": {
88
+ "observation.image": {
89
+ "type": "VISUAL",
90
+ "shape": [
91
+ 3,
92
+ 256,
93
+ 256
94
+ ]
95
+ },
96
+ "observation.state": {
97
+ "type": "STATE",
98
+ "shape": [
99
+ 8
100
+ ]
101
+ },
102
+ "observation.wrist_image": {
103
+ "type": "VISUAL",
104
+ "shape": [
105
+ 3,
106
+ 256,
107
+ 256
108
+ ]
109
+ }
110
+ },
111
+ "output_features": {
112
+ "action": {
113
+ "type": "ACTION",
114
+ "shape": [
115
+ 8
116
+ ]
117
+ }
118
+ },
119
+ "device": "cuda",
120
+ "use_amp": false,
121
+ "use_peft": false,
122
+ "push_to_hub": false,
123
+ "repo_id": null,
124
+ "private": null,
125
+ "tags": null,
126
+ "license": null,
127
+ "pretrained_path": null,
128
+ "chunk_size": 10,
129
+ "n_action_steps": 1,
130
+ "normalization_mapping": {
131
+ "VISUAL": "MEAN_STD",
132
+ "STATE": "MEAN_STD",
133
+ "ACTION": "MEAN_STD"
134
+ },
135
+ "vision_backbone": "resnet18",
136
+ "pretrained_backbone_weights": "ResNet18_Weights.IMAGENET1K_V1",
137
+ "replace_final_stride_with_dilation": false,
138
+ "pre_norm": false,
139
+ "dim_model": 512,
140
+ "n_heads": 8,
141
+ "dim_feedforward": 3200,
142
+ "feedforward_activation": "relu",
143
+ "n_encoder_layers": 4,
144
+ "n_decoder_layers": 1,
145
+ "use_vae": false,
146
+ "latent_dim": 32,
147
+ "n_vae_encoder_layers": 4,
148
+ "temporal_ensemble_coeff": 0.01,
149
+ "dropout": 0.0,
150
+ "kl_weight": 10.0,
151
+ "optimizer_lr": 1e-05,
152
+ "optimizer_weight_decay": 0.0001,
153
+ "optimizer_lr_backbone": 1e-05
154
+ },
155
+ "reward_model": null,
156
+ "output_dir": "/root/genesis-hr-bench/runs/act/qpos_target_20260524/finetune/act_categorize_interrupt_20260524_qpos_abs_100ep_full300_c100_s25000_novae_v1_100ep",
157
+ "job_name": "act_categorize_interrupt_20260524_qpos_abs_100ep_full300_c100_s25000_novae_v1_100ep",
158
+ "resume": false,
159
+ "seed": 1000,
160
+ "cudnn_deterministic": false,
161
+ "num_workers": 4,
162
+ "batch_size": 64,
163
+ "prefetch_factor": 4,
164
+ "persistent_workers": true,
165
+ "steps": 25000,
166
+ "eval_freq": 20000,
167
+ "log_freq": 100,
168
+ "tolerance_s": 0.0001,
169
+ "save_checkpoint": true,
170
+ "save_freq": 5000,
171
+ "use_policy_training_preset": true,
172
+ "optimizer": {
173
+ "type": "adamw",
174
+ "lr": 1e-05,
175
+ "weight_decay": 0.0001,
176
+ "grad_clip_norm": 10.0,
177
+ "betas": [
178
+ 0.9,
179
+ 0.999
180
+ ],
181
+ "eps": 1e-08
182
+ },
183
+ "scheduler": null,
184
+ "eval": {
185
+ "n_episodes": 50,
186
+ "batch_size": 50,
187
+ "use_async_envs": true
188
+ },
189
+ "wandb": {
190
+ "enable": false,
191
+ "disable_artifact": false,
192
+ "project": "act_genesis_hr_bench_qpos_target_20260524",
193
+ "entity": "multi-agent-world-model",
194
+ "notes": "act qpos_target 20260524 categorize_interrupt qpos_abs_100ep_full300_c100_s25000_novae",
195
+ "run_id": null,
196
+ "mode": null,
197
+ "add_tags": true
198
+ },
199
+ "peft": null,
200
+ "sample_weighting": null,
201
+ "rename_map": {},
202
+ "checkpoint_path": null
203
+ }