sigmundhh commited on
Commit
f55834a
·
verified ·
1 Parent(s): cb46191

Upload folder using huggingface_hub

Browse files
.gitattributes CHANGED
@@ -46,3 +46,6 @@ train_2/logs.json.txt filter=lfs diff=lfs merge=lfs -text
46
  train_2/wandb/debug-internal.log filter=lfs diff=lfs merge=lfs -text
47
  train_2/wandb/run-20241120_221447-3pyqkvto_train_2/logs/debug-internal.log filter=lfs diff=lfs merge=lfs -text
48
  train_2/wandb/run-20241120_221447-3pyqkvto_train_2/run-3pyqkvto_train_2.wandb filter=lfs diff=lfs merge=lfs -text
 
 
 
 
46
  train_2/wandb/debug-internal.log filter=lfs diff=lfs merge=lfs -text
47
  train_2/wandb/run-20241120_221447-3pyqkvto_train_2/logs/debug-internal.log filter=lfs diff=lfs merge=lfs -text
48
  train_2/wandb/run-20241120_221447-3pyqkvto_train_2/run-3pyqkvto_train_2.wandb filter=lfs diff=lfs merge=lfs -text
49
+ Lift/train_0/logs.json.txt filter=lfs diff=lfs merge=lfs -text
50
+ Lift/train_1/logs.json.txt filter=lfs diff=lfs merge=lfs -text
51
+ Lift/train_2/logs.json.txt filter=lfs diff=lfs merge=lfs -text
Lift/config.yaml ADDED
@@ -0,0 +1,280 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ _target_: diffusion_policy.workspace.train_tedi_unet_hybrid_workspace.TrainTEDIUnetHybridWorkspace
2
+ checkpoint:
3
+ save_last_ckpt: false
4
+ save_last_snapshot: false
5
+ topk:
6
+ format_str: epoch={epoch:04d}-test_mean_score={test_mean_score:.3f}.ckpt
7
+ k: 1
8
+ mode: max
9
+ monitor_key: test_mean_score
10
+ dataloader:
11
+ batch_size: 64
12
+ num_workers: 16
13
+ persistent_workers: true
14
+ pin_memory: true
15
+ shuffle: true
16
+ dataset_obs_steps: 2
17
+ ema:
18
+ _target_: diffusion_policy.model.diffusion.ema_model.EMAModel
19
+ inv_gamma: 1.0
20
+ max_value: 0.9999
21
+ min_value: 0.0
22
+ power: 0.75
23
+ update_after_step: 0
24
+ exp_name: default
25
+ horizon: 20
26
+ keypoint_visible_rate: 1.0
27
+ logging:
28
+ group: null
29
+ id: null
30
+ mode: online
31
+ name: 2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image
32
+ project: diffusion_policy_debug
33
+ resume: true
34
+ tags:
35
+ - train_tedi_unet_hybrid
36
+ - lift_image
37
+ - default
38
+ multi_run:
39
+ run_dir: data/outputs/2024.11.20/22.13.58_train_tedi_unet_hybrid_lift_image
40
+ wandb_name_base: 2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image
41
+ n_action_steps: 8
42
+ n_latency_steps: 0
43
+ n_obs_steps: 2
44
+ name: train_tedi_unet_hybrid
45
+ obs_as_global_cond: true
46
+ optimizer:
47
+ _target_: torch.optim.AdamW
48
+ betas:
49
+ - 0.95
50
+ - 0.999
51
+ eps: 1.0e-08
52
+ lr: 0.0001
53
+ weight_decay: 1.0e-06
54
+ past_action_visible: false
55
+ policy:
56
+ _target_: diffusion_policy.policy.tedi_unet_hybrid_image_policy.TEDIUnetHybridImagePolicy
57
+ buffer_init: zero
58
+ chunk_wise_weight: 0.8
59
+ cond_predict_scale: true
60
+ crop_shape:
61
+ - 76
62
+ - 76
63
+ diffusion_step_embed_dim: 128
64
+ down_dims:
65
+ - 512
66
+ - 1024
67
+ - 2048
68
+ eval_fixed_crop: true
69
+ horizon: 20
70
+ kernel_size: 5
71
+ n_action_steps: 8
72
+ n_groups: 8
73
+ n_obs_steps: 2
74
+ noise_scheduler:
75
+ _target_: diffusion_policy.policy.schedulers.DDPMTEDiScheduler
76
+ beta_end: 0.02
77
+ beta_schedule: squaredcos_cap_v2
78
+ beta_start: 0.0001
79
+ clip_sample: true
80
+ num_train_timesteps: 100
81
+ prediction_type: epsilon
82
+ variance_type: fixed_small
83
+ num_inference_steps: 100
84
+ obs_as_global_cond: true
85
+ obs_encoder_group_norm: true
86
+ shape_meta:
87
+ action:
88
+ shape:
89
+ - 10
90
+ obs:
91
+ agentview_image:
92
+ shape:
93
+ - 3
94
+ - 84
95
+ - 84
96
+ type: rgb
97
+ robot0_eef_pos:
98
+ shape:
99
+ - 3
100
+ robot0_eef_quat:
101
+ shape:
102
+ - 4
103
+ robot0_eye_in_hand_image:
104
+ shape:
105
+ - 3
106
+ - 84
107
+ - 84
108
+ type: rgb
109
+ robot0_gripper_qpos:
110
+ shape:
111
+ - 2
112
+ temporally_constant_weight: 0.2
113
+ temporally_increasing_weight: 0.0
114
+ temporally_random_weights: 0.0
115
+ shape_meta:
116
+ action:
117
+ shape:
118
+ - 10
119
+ obs:
120
+ agentview_image:
121
+ shape:
122
+ - 3
123
+ - 84
124
+ - 84
125
+ type: rgb
126
+ robot0_eef_pos:
127
+ shape:
128
+ - 3
129
+ robot0_eef_quat:
130
+ shape:
131
+ - 4
132
+ robot0_eye_in_hand_image:
133
+ shape:
134
+ - 3
135
+ - 84
136
+ - 84
137
+ type: rgb
138
+ robot0_gripper_qpos:
139
+ shape:
140
+ - 2
141
+ task:
142
+ abs_action: true
143
+ dataset:
144
+ _target_: diffusion_policy.dataset.robomimic_replay_image_dataset.RobomimicReplayImageDataset
145
+ abs_action: true
146
+ dataset_path: data/robomimic/datasets/lift/ph/image_abs.hdf5
147
+ horizon: 20
148
+ n_obs_steps: 2
149
+ pad_after: 7
150
+ pad_before: 1
151
+ rotation_rep: rotation_6d
152
+ seed: 42
153
+ shape_meta:
154
+ action:
155
+ shape:
156
+ - 10
157
+ obs:
158
+ agentview_image:
159
+ shape:
160
+ - 3
161
+ - 84
162
+ - 84
163
+ type: rgb
164
+ robot0_eef_pos:
165
+ shape:
166
+ - 3
167
+ robot0_eef_quat:
168
+ shape:
169
+ - 4
170
+ robot0_eye_in_hand_image:
171
+ shape:
172
+ - 3
173
+ - 84
174
+ - 84
175
+ type: rgb
176
+ robot0_gripper_qpos:
177
+ shape:
178
+ - 2
179
+ use_cache: true
180
+ use_legacy_normalizer: false
181
+ val_ratio: 0.02
182
+ dataset_path: data/robomimic/datasets/lift/ph/image_abs.hdf5
183
+ dataset_type: ph
184
+ env_runner:
185
+ _target_: diffusion_policy.env_runner.robomimic_image_runner.RobomimicImageRunner
186
+ abs_action: true
187
+ crf: 22
188
+ dataset_path: data/robomimic/datasets/lift/ph/image_abs.hdf5
189
+ fps: 10
190
+ max_steps: 400
191
+ n_action_steps: 8
192
+ n_envs: 28
193
+ n_obs_steps: 2
194
+ n_test: 50
195
+ n_test_vis: 4
196
+ n_train: 6
197
+ n_train_vis: 2
198
+ past_action: false
199
+ render_obs_key: agentview_image
200
+ shape_meta:
201
+ action:
202
+ shape:
203
+ - 10
204
+ obs:
205
+ agentview_image:
206
+ shape:
207
+ - 3
208
+ - 84
209
+ - 84
210
+ type: rgb
211
+ robot0_eef_pos:
212
+ shape:
213
+ - 3
214
+ robot0_eef_quat:
215
+ shape:
216
+ - 4
217
+ robot0_eye_in_hand_image:
218
+ shape:
219
+ - 3
220
+ - 84
221
+ - 84
222
+ type: rgb
223
+ robot0_gripper_qpos:
224
+ shape:
225
+ - 2
226
+ test_start_seed: 100000
227
+ tqdm_interval_sec: 1.0
228
+ train_start_idx: 0
229
+ name: lift_image
230
+ shape_meta:
231
+ action:
232
+ shape:
233
+ - 10
234
+ obs:
235
+ agentview_image:
236
+ shape:
237
+ - 3
238
+ - 84
239
+ - 84
240
+ type: rgb
241
+ robot0_eef_pos:
242
+ shape:
243
+ - 3
244
+ robot0_eef_quat:
245
+ shape:
246
+ - 4
247
+ robot0_eye_in_hand_image:
248
+ shape:
249
+ - 3
250
+ - 84
251
+ - 84
252
+ type: rgb
253
+ robot0_gripper_qpos:
254
+ shape:
255
+ - 2
256
+ task_name: lift
257
+ task_name: lift_image
258
+ training:
259
+ checkpoint_every: 50
260
+ debug: false
261
+ device: cuda:0
262
+ gradient_accumulate_every: 1
263
+ lr_scheduler: cosine
264
+ lr_warmup_steps: 500
265
+ max_train_steps: null
266
+ max_val_steps: null
267
+ num_epochs: 1501
268
+ resume: true
269
+ rollout_every: 50
270
+ sample_every: 5
271
+ seed: 42
272
+ tqdm_interval_sec: 1.0
273
+ use_ema: true
274
+ val_every: 1
275
+ val_dataloader:
276
+ batch_size: 64
277
+ num_workers: 16
278
+ persistent_workers: true
279
+ pin_memory: true
280
+ shuffle: false
Lift/metrics/logs.json.txt ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"global_step": 114, "epoch": 0, "max/test_mean_score": 0.04, "k_around_max/test_mean_score": 0.04, "max_k_window/test_mean_score": 0.04, "min_train_loss/test_mean_score": 0.04, "min_val_loss/test_mean_score": 0.04, "k_min_train_loss/test_mean_score": 0.04, "k_min_val_loss/test_mean_score": 0.04, "last/test_mean_score": 0.04, "metric_global_step/test_mean_score": 0}
2
+ {"global_step": 5864, "epoch": 50, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.52, "max_k_window/test_mean_score": 0.52, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.52, "k_min_val_loss/test_mean_score": 0.52, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 1}
3
+ {"global_step": 11614, "epoch": 100, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.6777777777777777, "max_k_window/test_mean_score": 0.6126666666666667, "min_train_loss/test_mean_score": 0.9933333333333333, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.6777777777777777, "k_min_val_loss/test_mean_score": 0.6777777777777777, "last/test_mean_score": 0.9933333333333333, "metric_global_step/test_mean_score": 2}
4
+ {"global_step": 17364, "epoch": 150, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.7583333333333334, "max_k_window/test_mean_score": 0.7113333333333332, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.7583333333333334, "k_min_val_loss/test_mean_score": 0.7583333333333334, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 3}
5
+ {"global_step": 23114, "epoch": 200, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8066666666666666, "max_k_window/test_mean_score": 0.8073333333333332, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.8066666666666666, "k_min_val_loss/test_mean_score": 0.8066666666666666, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 4}
6
+ {"global_step": 28864, "epoch": 250, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.8999999999999998, "min_train_loss/test_mean_score": 0.9933333333333333, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.8377777777777777, "k_min_val_loss/test_mean_score": 0.8377777777777777, "last/test_mean_score": 0.9933333333333333, "metric_global_step/test_mean_score": 5}
7
+ {"global_step": 34614, "epoch": 300, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9986666666666665, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.8609523809523809, "k_min_val_loss/test_mean_score": 0.8609523809523809, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 6}
8
+ {"global_step": 40364, "epoch": 350, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9986666666666665, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.8783333333333334, "k_min_val_loss/test_mean_score": 0.8783333333333334, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 7}
9
+ {"global_step": 46114, "epoch": 400, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9993333333333333, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.8918518518518518, "k_min_val_loss/test_mean_score": 0.8918518518518518, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 8}
10
+ {"global_step": 51864, "epoch": 450, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9993333333333333, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.9026666666666667, "k_min_val_loss/test_mean_score": 0.9026666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 9}
11
+ {"global_step": 57614, "epoch": 500, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9993333333333333, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.9986666666666667, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 10}
12
+ {"global_step": 63364, "epoch": 550, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.9986666666666667, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 11}
13
+ {"global_step": 69114, "epoch": 600, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.9993333333333334, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 12}
14
+ {"global_step": 74864, "epoch": 650, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.9993333333333334, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 13}
15
+ {"global_step": 80614, "epoch": 700, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 0.9993333333333334, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 14}
16
+ {"global_step": 86364, "epoch": 750, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 15}
17
+ {"global_step": 92114, "epoch": 800, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 16}
18
+ {"global_step": 97864, "epoch": 850, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 17}
19
+ {"global_step": 103614, "epoch": 900, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 18}
20
+ {"global_step": 109364, "epoch": 950, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 19}
21
+ {"global_step": 115114, "epoch": 1000, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 20}
22
+ {"global_step": 120864, "epoch": 1050, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 21}
23
+ {"global_step": 126614, "epoch": 1100, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 22}
24
+ {"global_step": 132364, "epoch": 1150, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 23}
25
+ {"global_step": 138114, "epoch": 1200, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 24}
26
+ {"global_step": 143864, "epoch": 1250, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 25}
27
+ {"global_step": 149614, "epoch": 1300, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 26}
28
+ {"global_step": 155364, "epoch": 1350, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 27}
29
+ {"global_step": 161114, "epoch": 1400, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 28}
30
+ {"global_step": 166864, "epoch": 1450, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 29}
31
+ {"global_step": 172614, "epoch": 1500, "max/test_mean_score": 1.0, "k_around_max/test_mean_score": 0.8377777777777777, "max_k_window/test_mean_score": 0.9999999999999999, "min_train_loss/test_mean_score": 1.0, "min_val_loss/test_mean_score": 1.0, "k_min_train_loss/test_mean_score": 1.0, "k_min_val_loss/test_mean_score": 0.9986666666666667, "last/test_mean_score": 1.0, "metric_global_step/test_mean_score": 30}
Lift/metrics/metrics.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 1500,
3
+ "global_step": 172614,
4
+ "k_around_max/test_mean_score": 0.8377777777777777,
5
+ "k_min_train_loss/test_mean_score": 1.0,
6
+ "k_min_val_loss/test_mean_score": 0.9986666666666667,
7
+ "last/test_mean_score": 1.0,
8
+ "max/test_mean_score": 1.0,
9
+ "max_k_window/test_mean_score": 0.9999999999999999,
10
+ "metric_global_step/test_mean_score": 30,
11
+ "min_train_loss/test_mean_score": 1.0,
12
+ "min_val_loss/test_mean_score": 1.0
13
+ }
Lift/metrics/metrics.log ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-11-20 22:14:22,147 [INFO] Monitor waiting for log files!
2
+ 2024-11-20 22:14:54,338 [INFO] All log files ready!
3
+ 2024-11-20 22:18:58,395 [INFO] Metrics logged at step 114
4
+ 2024-11-20 22:33:35,212 [INFO] Metrics logged at step 5864
5
+ 2024-11-20 22:48:12,539 [INFO] Metrics logged at step 11614
6
+ 2024-11-20 23:02:39,974 [INFO] Metrics logged at step 17364
7
+ 2024-11-20 23:16:57,668 [INFO] Metrics logged at step 23114
8
+ 2024-11-20 23:31:16,078 [INFO] Metrics logged at step 28864
9
+ 2024-11-20 23:45:35,079 [INFO] Metrics logged at step 34614
10
+ 2024-11-20 23:59:44,369 [INFO] Metrics logged at step 40364
11
+ 2024-11-21 00:13:33,875 [INFO] Metrics logged at step 46114
12
+ 2024-11-21 00:27:33,530 [INFO] Metrics logged at step 51864
13
+ 2024-11-21 00:41:23,592 [INFO] Metrics logged at step 57614
14
+ 2024-11-21 00:55:24,357 [INFO] Metrics logged at step 63364
15
+ 2024-11-21 01:09:05,254 [INFO] Metrics logged at step 69114
16
+ 2024-11-21 01:22:46,131 [INFO] Metrics logged at step 74864
17
+ 2024-11-21 01:36:37,706 [INFO] Metrics logged at step 80614
18
+ 2024-11-21 01:50:30,104 [INFO] Metrics logged at step 86364
19
+ 2024-11-21 02:04:22,272 [INFO] Metrics logged at step 92114
20
+ 2024-11-21 02:18:04,721 [INFO] Metrics logged at step 97864
21
+ 2024-11-21 02:31:57,666 [INFO] Metrics logged at step 103614
22
+ 2024-11-21 02:45:41,000 [INFO] Metrics logged at step 109364
23
+ 2024-11-21 02:59:14,624 [INFO] Metrics logged at step 115114
24
+ 2024-11-21 03:13:19,456 [INFO] Metrics logged at step 120864
25
+ 2024-11-21 03:27:14,100 [INFO] Metrics logged at step 126614
26
+ 2024-11-21 03:41:09,312 [INFO] Metrics logged at step 132364
27
+ 2024-11-21 03:54:54,118 [INFO] Metrics logged at step 138114
28
+ 2024-11-21 04:08:29,665 [INFO] Metrics logged at step 143864
29
+ 2024-11-21 04:22:05,472 [INFO] Metrics logged at step 149614
30
+ 2024-11-21 04:35:41,397 [INFO] Metrics logged at step 155364
31
+ 2024-11-21 04:49:17,982 [INFO] Metrics logged at step 161114
32
+ 2024-11-21 05:02:55,251 [INFO] Metrics logged at step 166864
33
+ 2024-11-21 05:16:11,780 [INFO] Metrics logged at step 172614
34
+ 2024-11-21 05:16:25,081 [WARNING] Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
35
+ 2024-11-21 05:16:25,098 [WARNING] Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
36
+ 2024-11-21 05:16:25,114 [WARNING] Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
37
+ 2024-11-21 05:16:25,146 [WARNING] Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
38
+ 2024-11-21 05:16:25,162 [WARNING] Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
39
+ 2024-11-21 05:16:25,179 [WARNING] Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
Lift/train_0/.hydra/config.yaml ADDED
@@ -0,0 +1,230 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: train_tedi_unet_hybrid
2
+ _target_: diffusion_policy.workspace.train_tedi_unet_hybrid_workspace.TrainTEDIUnetHybridWorkspace
3
+ task_name: ${task.name}
4
+ shape_meta: ${task.shape_meta}
5
+ exp_name: default
6
+ horizon: 20
7
+ n_obs_steps: 2
8
+ n_action_steps: 8
9
+ n_latency_steps: 0
10
+ dataset_obs_steps: ${n_obs_steps}
11
+ past_action_visible: false
12
+ keypoint_visible_rate: 1.0
13
+ obs_as_global_cond: true
14
+ policy:
15
+ _target_: diffusion_policy.policy.tedi_unet_hybrid_image_policy.TEDIUnetHybridImagePolicy
16
+ shape_meta: ${shape_meta}
17
+ noise_scheduler:
18
+ _target_: diffusion_policy.policy.schedulers.DDPMTEDiScheduler
19
+ num_train_timesteps: 100
20
+ beta_start: 0.0001
21
+ beta_end: 0.02
22
+ beta_schedule: squaredcos_cap_v2
23
+ variance_type: fixed_small
24
+ clip_sample: true
25
+ prediction_type: epsilon
26
+ horizon: ${horizon}
27
+ n_action_steps: ${eval:'${n_action_steps}+${n_latency_steps}'}
28
+ n_obs_steps: ${n_obs_steps}
29
+ num_inference_steps: 100
30
+ obs_as_global_cond: ${obs_as_global_cond}
31
+ crop_shape:
32
+ - 76
33
+ - 76
34
+ diffusion_step_embed_dim: 128
35
+ down_dims:
36
+ - 512
37
+ - 1024
38
+ - 2048
39
+ kernel_size: 5
40
+ n_groups: 8
41
+ cond_predict_scale: true
42
+ obs_encoder_group_norm: true
43
+ eval_fixed_crop: true
44
+ temporally_constant_weight: 0.2
45
+ temporally_increasing_weight: 0.0
46
+ temporally_random_weights: 0.0
47
+ chunk_wise_weight: 0.8
48
+ buffer_init: zero
49
+ ema:
50
+ _target_: diffusion_policy.model.diffusion.ema_model.EMAModel
51
+ update_after_step: 0
52
+ inv_gamma: 1.0
53
+ power: 0.75
54
+ min_value: 0.0
55
+ max_value: 0.9999
56
+ dataloader:
57
+ batch_size: 64
58
+ num_workers: 16
59
+ shuffle: true
60
+ pin_memory: true
61
+ persistent_workers: true
62
+ val_dataloader:
63
+ batch_size: 64
64
+ num_workers: 16
65
+ shuffle: false
66
+ pin_memory: true
67
+ persistent_workers: true
68
+ optimizer:
69
+ _target_: torch.optim.AdamW
70
+ lr: 0.0001
71
+ betas:
72
+ - 0.95
73
+ - 0.999
74
+ eps: 1.0e-08
75
+ weight_decay: 1.0e-06
76
+ training:
77
+ device: cuda:0
78
+ seed: 42
79
+ debug: false
80
+ resume: true
81
+ lr_scheduler: cosine
82
+ lr_warmup_steps: 500
83
+ num_epochs: 1501
84
+ gradient_accumulate_every: 1
85
+ use_ema: true
86
+ rollout_every: 50
87
+ checkpoint_every: 50
88
+ val_every: 1
89
+ sample_every: 5
90
+ max_train_steps: null
91
+ max_val_steps: null
92
+ tqdm_interval_sec: 1.0
93
+ logging:
94
+ project: diffusion_policy_debug
95
+ resume: true
96
+ mode: online
97
+ name: 2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image_train_0
98
+ tags:
99
+ - ${name}
100
+ - ${task_name}
101
+ - ${exp_name}
102
+ id: 3pyqkvto_train_0
103
+ group: 3pyqkvto
104
+ checkpoint:
105
+ topk:
106
+ monitor_key: test_mean_score
107
+ mode: max
108
+ k: 1
109
+ format_str: epoch={epoch:04d}-test_mean_score={test_mean_score:.3f}.ckpt
110
+ save_last_ckpt: false
111
+ save_last_snapshot: false
112
+ multi_run:
113
+ run_dir: data/outputs/${now:%Y.%m.%d}/${now:%H.%M.%S}_${name}_${task_name}
114
+ wandb_name_base: ${now:%Y.%m.%d-%H.%M.%S}_${name}_${task_name}
115
+ task:
116
+ name: lift_image
117
+ shape_meta:
118
+ obs:
119
+ agentview_image:
120
+ shape:
121
+ - 3
122
+ - 84
123
+ - 84
124
+ type: rgb
125
+ robot0_eye_in_hand_image:
126
+ shape:
127
+ - 3
128
+ - 84
129
+ - 84
130
+ type: rgb
131
+ robot0_eef_pos:
132
+ shape:
133
+ - 3
134
+ robot0_eef_quat:
135
+ shape:
136
+ - 4
137
+ robot0_gripper_qpos:
138
+ shape:
139
+ - 2
140
+ action:
141
+ shape:
142
+ - 10
143
+ task_name: lift
144
+ dataset_type: ph
145
+ dataset_path: data/robomimic/datasets/${task.task_name}/${task.dataset_type}/image_abs.hdf5
146
+ abs_action: true
147
+ env_runner:
148
+ _target_: diffusion_policy.env_runner.robomimic_image_runner.RobomimicImageRunner
149
+ dataset_path: data/robomimic/datasets/${task.task_name}/${task.dataset_type}/image_abs.hdf5
150
+ shape_meta:
151
+ obs:
152
+ agentview_image:
153
+ shape:
154
+ - 3
155
+ - 84
156
+ - 84
157
+ type: rgb
158
+ robot0_eye_in_hand_image:
159
+ shape:
160
+ - 3
161
+ - 84
162
+ - 84
163
+ type: rgb
164
+ robot0_eef_pos:
165
+ shape:
166
+ - 3
167
+ robot0_eef_quat:
168
+ shape:
169
+ - 4
170
+ robot0_gripper_qpos:
171
+ shape:
172
+ - 2
173
+ action:
174
+ shape:
175
+ - 10
176
+ n_train: 6
177
+ n_train_vis: 2
178
+ train_start_idx: 0
179
+ n_test: 50
180
+ n_test_vis: 4
181
+ test_start_seed: 4300000
182
+ max_steps: ${eval:'500 if "${task.dataset_type}" == "mh" else 400'}
183
+ n_obs_steps: ${n_obs_steps}
184
+ n_action_steps: ${n_action_steps}
185
+ render_obs_key: agentview_image
186
+ fps: 10
187
+ crf: 22
188
+ past_action: ${past_action_visible}
189
+ abs_action: true
190
+ tqdm_interval_sec: 1.0
191
+ n_envs: 28
192
+ dataset:
193
+ _target_: diffusion_policy.dataset.robomimic_replay_image_dataset.RobomimicReplayImageDataset
194
+ shape_meta:
195
+ obs:
196
+ agentview_image:
197
+ shape:
198
+ - 3
199
+ - 84
200
+ - 84
201
+ type: rgb
202
+ robot0_eye_in_hand_image:
203
+ shape:
204
+ - 3
205
+ - 84
206
+ - 84
207
+ type: rgb
208
+ robot0_eef_pos:
209
+ shape:
210
+ - 3
211
+ robot0_eef_quat:
212
+ shape:
213
+ - 4
214
+ robot0_gripper_qpos:
215
+ shape:
216
+ - 2
217
+ action:
218
+ shape:
219
+ - 10
220
+ dataset_path: data/robomimic/datasets/${task.task_name}/${task.dataset_type}/image_abs.hdf5
221
+ horizon: ${horizon}
222
+ pad_before: ${eval:'${n_obs_steps}-1+${n_latency_steps}'}
223
+ pad_after: ${eval:'${n_action_steps}-1'}
224
+ n_obs_steps: ${dataset_obs_steps}
225
+ abs_action: true
226
+ rotation_rep: rotation_6d
227
+ use_legacy_normalizer: false
228
+ use_cache: true
229
+ seed: 42
230
+ val_ratio: 0.02
Lift/train_0/.hydra/hydra.yaml ADDED
@@ -0,0 +1,168 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ hydra:
2
+ run:
3
+ dir: data/outputs/2024.11.20/22.13.58_train_tedi_unet_hybrid_lift_image/train_0
4
+ sweep:
5
+ dir: data/outputs/${now:%Y.%m.%d}/${now:%H.%M.%S}_${name}_${task_name}
6
+ subdir: ${hydra.job.num}
7
+ launcher:
8
+ _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
9
+ sweeper:
10
+ _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
11
+ max_batch_size: null
12
+ params: null
13
+ help:
14
+ app_name: ${hydra.job.name}
15
+ header: '${hydra.help.app_name} is powered by Hydra.
16
+
17
+ '
18
+ footer: 'Powered by Hydra (https://hydra.cc)
19
+
20
+ Use --hydra-help to view Hydra specific help
21
+
22
+ '
23
+ template: '${hydra.help.header}
24
+
25
+ == Configuration groups ==
26
+
27
+ Compose your configuration from those groups (group=option)
28
+
29
+
30
+ $APP_CONFIG_GROUPS
31
+
32
+
33
+ == Config ==
34
+
35
+ Override anything in the config (foo.bar=value)
36
+
37
+
38
+ $CONFIG
39
+
40
+
41
+ ${hydra.help.footer}
42
+
43
+ '
44
+ hydra_help:
45
+ template: 'Hydra (${hydra.runtime.version})
46
+
47
+ See https://hydra.cc for more info.
48
+
49
+
50
+ == Flags ==
51
+
52
+ $FLAGS_HELP
53
+
54
+
55
+ == Configuration groups ==
56
+
57
+ Compose your configuration from those groups (For example, append hydra/job_logging=disabled
58
+ to command line)
59
+
60
+
61
+ $HYDRA_CONFIG_GROUPS
62
+
63
+
64
+ Use ''--cfg hydra'' to Show the Hydra config.
65
+
66
+ '
67
+ hydra_help: ???
68
+ hydra_logging:
69
+ version: 1
70
+ formatters:
71
+ simple:
72
+ format: '[%(asctime)s][HYDRA] %(message)s'
73
+ handlers:
74
+ console:
75
+ class: logging.StreamHandler
76
+ formatter: simple
77
+ stream: ext://sys.stdout
78
+ root:
79
+ level: INFO
80
+ handlers:
81
+ - console
82
+ loggers:
83
+ logging_example:
84
+ level: DEBUG
85
+ disable_existing_loggers: false
86
+ job_logging:
87
+ version: 1
88
+ formatters:
89
+ simple:
90
+ format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
91
+ handlers:
92
+ console:
93
+ class: logging.StreamHandler
94
+ formatter: simple
95
+ stream: ext://sys.stdout
96
+ file:
97
+ class: logging.FileHandler
98
+ formatter: simple
99
+ filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
100
+ root:
101
+ level: INFO
102
+ handlers:
103
+ - console
104
+ - file
105
+ disable_existing_loggers: false
106
+ env: {}
107
+ mode: RUN
108
+ searchpath: []
109
+ callbacks: {}
110
+ output_subdir: .hydra
111
+ overrides:
112
+ hydra:
113
+ - hydra.run.dir=data/outputs/2024.11.20/22.13.58_train_tedi_unet_hybrid_lift_image/train_0
114
+ - hydra.mode=RUN
115
+ task:
116
+ - task=lift_image_abs
117
+ - training.seed=42
118
+ - task.env_runner.test_start_seed=4300000
119
+ - logging.name=2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image_train_0
120
+ - logging.id=3pyqkvto_train_0
121
+ - logging.group=3pyqkvto
122
+ job:
123
+ name: train
124
+ chdir: null
125
+ override_dirname: logging.group=3pyqkvto,logging.id=3pyqkvto_train_0,logging.name=2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image_train_0,task.env_runner.test_start_seed=4300000,task=lift_image_abs,training.seed=42
126
+ id: ???
127
+ num: ???
128
+ config_name: tedi_robomimic.yaml
129
+ env_set: {}
130
+ env_copy: []
131
+ config:
132
+ override_dirname:
133
+ kv_sep: '='
134
+ item_sep: ','
135
+ exclude_keys: []
136
+ runtime:
137
+ version: 1.2.0
138
+ version_base: '1.2'
139
+ cwd: /tmp/ray/session_2024-11-20_22-13-35_079021_3380951/runtime_resources/working_dir_files/_ray_pkg_a254c17765b6da76
140
+ config_sources:
141
+ - path: hydra.conf
142
+ schema: pkg
143
+ provider: hydra
144
+ - path: /tmp/ray/session_2024-11-20_22-13-35_079021_3380951/runtime_resources/working_dir_files/_ray_pkg_a254c17765b6da76/diffusion_policy/config
145
+ schema: file
146
+ provider: main
147
+ - path: hydra_plugins.hydra_colorlog.conf
148
+ schema: pkg
149
+ provider: hydra-colorlog
150
+ - path: /tmp/ray/session_2024-11-20_22-13-35_079021_3380951/runtime_resources/working_dir_files/_ray_pkg_a254c17765b6da76/diffusion_policy/config
151
+ schema: file
152
+ provider: command-line
153
+ - path: ''
154
+ schema: structured
155
+ provider: schema
156
+ output_dir: /tmp/ray/session_2024-11-20_22-13-35_079021_3380951/runtime_resources/working_dir_files/_ray_pkg_a254c17765b6da76/data/outputs/2024.11.20/22.13.58_train_tedi_unet_hybrid_lift_image/train_0
157
+ choices:
158
+ task: lift_image_abs
159
+ hydra/env: default
160
+ hydra/callbacks: null
161
+ hydra/job_logging: default
162
+ hydra/hydra_logging: default
163
+ hydra/hydra_help: default
164
+ hydra/help: default
165
+ hydra/sweeper: basic
166
+ hydra/launcher: basic
167
+ hydra/output: default
168
+ verbose: false
Lift/train_0/.hydra/overrides.yaml ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ - task=lift_image_abs
2
+ - training.seed=42
3
+ - task.env_runner.test_start_seed=4300000
4
+ - logging.name=2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image_train_0
5
+ - logging.id=3pyqkvto_train_0
6
+ - logging.group=3pyqkvto
Lift/train_0/checkpoints/epoch=0050-test_mean_score=1.000.ckpt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:664ac2a09b4fc5e205c3447886eba9545038f9933bfa82cd9b572cbea607c848
3
+ size 4647697621
Lift/train_0/logs.json.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f7757292b6ffbbbd9f2181b57dc2c413b573ef129e57b0e49e1c3083481ce879
3
+ size 17957755
Lift/train_0/train.log ADDED
@@ -0,0 +1,231 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [2024-11-20 22:14:30,109][diffusion_policy.model.diffusion.conditional_unet1d_tedi][INFO] - number of parameters: 2.568572e+08
2
+ [2024-11-20 22:14:41,110][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
3
+ [2024-11-20 22:14:41,111][root][INFO] - Device 0 is not available for rendering
4
+ [2024-11-20 22:14:41,123][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
5
+ [2024-11-20 22:14:41,123][root][INFO] - Device 0 is not available for rendering
6
+ [2024-11-20 22:14:41,133][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
7
+ [2024-11-20 22:14:41,133][root][INFO] - Device 0 is not available for rendering
8
+ [2024-11-20 22:14:41,143][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
9
+ [2024-11-20 22:14:41,143][root][INFO] - Device 0 is not available for rendering
10
+ [2024-11-20 22:14:41,147][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
11
+ [2024-11-20 22:14:41,148][root][INFO] - Device 0 is not available for rendering
12
+ [2024-11-20 22:14:41,154][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
13
+ [2024-11-20 22:14:41,155][root][INFO] - Device 0 is not available for rendering
14
+ [2024-11-20 22:14:41,164][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
15
+ [2024-11-20 22:14:41,164][root][INFO] - Device 0 is not available for rendering
16
+ [2024-11-20 22:14:41,173][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
17
+ [2024-11-20 22:14:41,173][root][INFO] - Device 0 is not available for rendering
18
+ [2024-11-20 22:14:41,183][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
19
+ [2024-11-20 22:14:41,184][root][INFO] - Device 0 is not available for rendering
20
+ [2024-11-20 22:14:41,197][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
21
+ [2024-11-20 22:14:41,198][root][INFO] - Device 0 is not available for rendering
22
+ [2024-11-20 22:14:41,216][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
23
+ [2024-11-20 22:14:41,217][root][INFO] - Device 0 is not available for rendering
24
+ [2024-11-20 22:14:41,218][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
25
+ [2024-11-20 22:14:41,219][root][INFO] - Device 0 is not available for rendering
26
+ [2024-11-20 22:14:41,222][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
27
+ [2024-11-20 22:14:41,223][root][INFO] - Device 0 is not available for rendering
28
+ [2024-11-20 22:14:41,227][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
29
+ [2024-11-20 22:14:41,229][root][INFO] - Device 0 is not available for rendering
30
+ [2024-11-20 22:14:41,231][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
31
+ [2024-11-20 22:14:41,232][root][INFO] - Device 0 is not available for rendering
32
+ [2024-11-20 22:14:41,242][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
33
+ [2024-11-20 22:14:41,243][root][INFO] - Device 0 is not available for rendering
34
+ [2024-11-20 22:14:41,265][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
35
+ [2024-11-20 22:14:41,266][root][INFO] - Device 0 is not available for rendering
36
+ [2024-11-20 22:14:41,271][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
37
+ [2024-11-20 22:14:41,272][root][INFO] - Device 0 is not available for rendering
38
+ [2024-11-20 22:14:41,276][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
39
+ [2024-11-20 22:14:41,277][root][INFO] - Device 0 is not available for rendering
40
+ [2024-11-20 22:14:41,279][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
41
+ [2024-11-20 22:14:41,280][root][INFO] - Device 0 is not available for rendering
42
+ [2024-11-20 22:14:41,285][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
43
+ [2024-11-20 22:14:41,286][root][INFO] - Device 0 is not available for rendering
44
+ [2024-11-20 22:14:41,290][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
45
+ [2024-11-20 22:14:41,291][root][INFO] - Device 0 is not available for rendering
46
+ [2024-11-20 22:14:41,304][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
47
+ [2024-11-20 22:14:41,305][root][INFO] - Device 0 is not available for rendering
48
+ [2024-11-20 22:14:41,308][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
49
+ [2024-11-20 22:14:41,309][root][INFO] - Device 0 is not available for rendering
50
+ [2024-11-20 22:14:41,326][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
51
+ [2024-11-20 22:14:41,327][root][INFO] - Device 0 is not available for rendering
52
+ [2024-11-20 22:14:41,410][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
53
+ [2024-11-20 22:14:41,411][root][INFO] - Device 0 is not available for rendering
54
+ [2024-11-20 22:14:41,431][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
55
+ [2024-11-20 22:14:41,431][root][INFO] - Device 1 is not available for rendering
56
+ [2024-11-20 22:14:41,445][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
57
+ [2024-11-20 22:14:41,445][root][INFO] - Device 0 is not available for rendering
58
+ [2024-11-20 22:14:41,450][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
59
+ [2024-11-20 22:14:41,450][root][INFO] - Device 0 is not available for rendering
60
+ [2024-11-20 22:14:41,458][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
61
+ [2024-11-20 22:14:41,458][root][INFO] - Device 1 is not available for rendering
62
+ [2024-11-20 22:14:41,463][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
63
+ [2024-11-20 22:14:41,464][root][INFO] - Device 1 is not available for rendering
64
+ [2024-11-20 22:14:41,480][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
65
+ [2024-11-20 22:14:41,481][root][INFO] - Device 1 is not available for rendering
66
+ [2024-11-20 22:14:41,492][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
67
+ [2024-11-20 22:14:41,492][root][INFO] - Device 1 is not available for rendering
68
+ [2024-11-20 22:14:41,495][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
69
+ [2024-11-20 22:14:41,495][root][INFO] - Device 1 is not available for rendering
70
+ [2024-11-20 22:14:41,499][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
71
+ [2024-11-20 22:14:41,500][root][INFO] - Device 1 is not available for rendering
72
+ [2024-11-20 22:14:41,511][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
73
+ [2024-11-20 22:14:41,511][root][INFO] - Device 1 is not available for rendering
74
+ [2024-11-20 22:14:41,520][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
75
+ [2024-11-20 22:14:41,520][root][INFO] - Device 1 is not available for rendering
76
+ [2024-11-20 22:14:41,540][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
77
+ [2024-11-20 22:14:41,540][root][INFO] - Device 1 is not available for rendering
78
+ [2024-11-20 22:14:41,542][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
79
+ [2024-11-20 22:14:41,542][root][INFO] - Device 1 is not available for rendering
80
+ [2024-11-20 22:14:41,550][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
81
+ [2024-11-20 22:14:41,550][root][INFO] - Device 1 is not available for rendering
82
+ [2024-11-20 22:14:41,562][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
83
+ [2024-11-20 22:14:41,563][root][INFO] - Device 1 is not available for rendering
84
+ [2024-11-20 22:14:41,571][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
85
+ [2024-11-20 22:14:41,571][root][INFO] - Device 1 is not available for rendering
86
+ [2024-11-20 22:14:41,578][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
87
+ [2024-11-20 22:14:41,578][root][INFO] - Device 1 is not available for rendering
88
+ [2024-11-20 22:14:41,593][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
89
+ [2024-11-20 22:14:41,593][root][INFO] - Device 1 is not available for rendering
90
+ [2024-11-20 22:14:41,602][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
91
+ [2024-11-20 22:14:41,602][root][INFO] - Device 1 is not available for rendering
92
+ [2024-11-20 22:14:41,644][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
93
+ [2024-11-20 22:14:41,644][root][INFO] - Device 1 is not available for rendering
94
+ [2024-11-20 22:14:41,657][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
95
+ [2024-11-20 22:14:41,657][root][INFO] - Device 1 is not available for rendering
96
+ [2024-11-20 22:14:41,659][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
97
+ [2024-11-20 22:14:41,659][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
98
+ [2024-11-20 22:14:41,659][root][INFO] - Device 1 is not available for rendering
99
+ [2024-11-20 22:14:41,659][root][INFO] - Device 1 is not available for rendering
100
+ [2024-11-20 22:14:41,687][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
101
+ [2024-11-20 22:14:41,687][root][INFO] - Device 1 is not available for rendering
102
+ [2024-11-20 22:14:41,695][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
103
+ [2024-11-20 22:14:41,696][root][INFO] - Device 1 is not available for rendering
104
+ [2024-11-20 22:14:41,700][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
105
+ [2024-11-20 22:14:41,700][root][INFO] - Device 1 is not available for rendering
106
+ [2024-11-20 22:14:41,714][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
107
+ [2024-11-20 22:14:41,714][root][INFO] - Device 1 is not available for rendering
108
+ [2024-11-20 22:14:41,719][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
109
+ [2024-11-20 22:14:41,719][root][INFO] - Device 2 is not available for rendering
110
+ [2024-11-20 22:14:41,730][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
111
+ [2024-11-20 22:14:41,730][root][INFO] - Device 1 is not available for rendering
112
+ [2024-11-20 22:14:41,730][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
113
+ [2024-11-20 22:14:41,731][root][INFO] - Device 1 is not available for rendering
114
+ [2024-11-20 22:14:41,766][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
115
+ [2024-11-20 22:14:41,766][root][INFO] - Device 2 is not available for rendering
116
+ [2024-11-20 22:14:41,799][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
117
+ [2024-11-20 22:14:41,799][root][INFO] - Device 2 is not available for rendering
118
+ [2024-11-20 22:14:41,803][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
119
+ [2024-11-20 22:14:41,803][root][INFO] - Device 2 is not available for rendering
120
+ [2024-11-20 22:14:41,807][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
121
+ [2024-11-20 22:14:41,808][root][INFO] - Device 2 is not available for rendering
122
+ [2024-11-20 22:14:41,813][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
123
+ [2024-11-20 22:14:41,813][root][INFO] - Device 2 is not available for rendering
124
+ [2024-11-20 22:14:41,825][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
125
+ [2024-11-20 22:14:41,825][root][INFO] - Device 1 is not available for rendering
126
+ [2024-11-20 22:14:41,828][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
127
+ [2024-11-20 22:14:41,828][root][INFO] - Device 2 is not available for rendering
128
+ [2024-11-20 22:14:41,834][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
129
+ [2024-11-20 22:14:41,835][root][INFO] - Device 2 is not available for rendering
130
+ [2024-11-20 22:14:41,844][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
131
+ [2024-11-20 22:14:41,844][root][INFO] - Device 2 is not available for rendering
132
+ [2024-11-20 22:14:41,861][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
133
+ [2024-11-20 22:14:41,862][root][INFO] - Device 2 is not available for rendering
134
+ [2024-11-20 22:14:41,864][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
135
+ [2024-11-20 22:14:41,864][root][INFO] - Device 2 is not available for rendering
136
+ [2024-11-20 22:14:41,884][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
137
+ [2024-11-20 22:14:41,884][root][INFO] - Device 2 is not available for rendering
138
+ [2024-11-20 22:14:41,901][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
139
+ [2024-11-20 22:14:41,901][root][INFO] - Device 2 is not available for rendering
140
+ [2024-11-20 22:14:41,908][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
141
+ [2024-11-20 22:14:41,909][root][INFO] - Device 2 is not available for rendering
142
+ [2024-11-20 22:14:41,927][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
143
+ [2024-11-20 22:14:41,927][root][INFO] - Device 2 is not available for rendering
144
+ [2024-11-20 22:14:41,937][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
145
+ [2024-11-20 22:14:41,937][root][INFO] - Device 2 is not available for rendering
146
+ [2024-11-20 22:14:41,940][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
147
+ [2024-11-20 22:14:41,941][root][INFO] - Device 2 is not available for rendering
148
+ [2024-11-20 22:14:41,967][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
149
+ [2024-11-20 22:14:41,967][root][INFO] - Device 2 is not available for rendering
150
+ [2024-11-20 22:14:41,992][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
151
+ [2024-11-20 22:14:41,993][root][INFO] - Device 2 is not available for rendering
152
+ [2024-11-20 22:14:41,995][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
153
+ [2024-11-20 22:14:41,996][root][INFO] - Device 2 is not available for rendering
154
+ [2024-11-20 22:14:42,012][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
155
+ [2024-11-20 22:14:42,013][root][INFO] - Device 3 is not available for rendering
156
+ [2024-11-20 22:14:42,022][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
157
+ [2024-11-20 22:14:42,023][root][INFO] - Device 2 is not available for rendering
158
+ [2024-11-20 22:14:42,036][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
159
+ [2024-11-20 22:14:42,037][root][INFO] - Device 2 is not available for rendering
160
+ [2024-11-20 22:14:42,045][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
161
+ [2024-11-20 22:14:42,045][root][INFO] - Device 2 is not available for rendering
162
+ [2024-11-20 22:14:42,047][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
163
+ [2024-11-20 22:14:42,048][root][INFO] - Device 2 is not available for rendering
164
+ [2024-11-20 22:14:42,052][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
165
+ [2024-11-20 22:14:42,052][root][INFO] - Device 2 is not available for rendering
166
+ [2024-11-20 22:14:42,060][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
167
+ [2024-11-20 22:14:42,060][root][INFO] - Device 3 is not available for rendering
168
+ [2024-11-20 22:14:42,064][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
169
+ [2024-11-20 22:14:42,065][root][INFO] - Device 2 is not available for rendering
170
+ [2024-11-20 22:14:42,079][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
171
+ [2024-11-20 22:14:42,080][root][INFO] - Device 2 is not available for rendering
172
+ [2024-11-20 22:14:42,092][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
173
+ [2024-11-20 22:14:42,093][root][INFO] - Device 3 is not available for rendering
174
+ [2024-11-20 22:14:42,098][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
175
+ [2024-11-20 22:14:42,099][root][INFO] - Device 3 is not available for rendering
176
+ [2024-11-20 22:14:42,110][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
177
+ [2024-11-20 22:14:42,110][root][INFO] - Device 2 is not available for rendering
178
+ [2024-11-20 22:14:42,117][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
179
+ [2024-11-20 22:14:42,117][root][INFO] - Device 3 is not available for rendering
180
+ [2024-11-20 22:14:42,137][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
181
+ [2024-11-20 22:14:42,137][root][INFO] - Device 3 is not available for rendering
182
+ [2024-11-20 22:14:42,154][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
183
+ [2024-11-20 22:14:42,155][root][INFO] - Device 3 is not available for rendering
184
+ [2024-11-20 22:14:42,158][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
185
+ [2024-11-20 22:14:42,159][root][INFO] - Device 3 is not available for rendering
186
+ [2024-11-20 22:14:42,178][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
187
+ [2024-11-20 22:14:42,178][root][INFO] - Device 3 is not available for rendering
188
+ [2024-11-20 22:14:42,184][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
189
+ [2024-11-20 22:14:42,184][root][INFO] - Device 3 is not available for rendering
190
+ [2024-11-20 22:14:42,205][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
191
+ [2024-11-20 22:14:42,205][root][INFO] - Device 3 is not available for rendering
192
+ [2024-11-20 22:14:42,220][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
193
+ [2024-11-20 22:14:42,220][root][INFO] - Device 3 is not available for rendering
194
+ [2024-11-20 22:14:42,223][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
195
+ [2024-11-20 22:14:42,223][root][INFO] - Device 3 is not available for rendering
196
+ [2024-11-20 22:14:42,242][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
197
+ [2024-11-20 22:14:42,243][root][INFO] - Device 3 is not available for rendering
198
+ [2024-11-20 22:14:42,255][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
199
+ [2024-11-20 22:14:42,256][root][INFO] - Device 3 is not available for rendering
200
+ [2024-11-20 22:14:42,257][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
201
+ [2024-11-20 22:14:42,257][root][INFO] - Device 3 is not available for rendering
202
+ [2024-11-20 22:14:42,277][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
203
+ [2024-11-20 22:14:42,277][root][INFO] - Device 3 is not available for rendering
204
+ [2024-11-20 22:14:42,283][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
205
+ [2024-11-20 22:14:42,284][root][INFO] - Device 3 is not available for rendering
206
+ [2024-11-20 22:14:42,290][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
207
+ [2024-11-20 22:14:42,290][root][INFO] - Device 3 is not available for rendering
208
+ [2024-11-20 22:14:42,290][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
209
+ [2024-11-20 22:14:42,291][root][INFO] - Device 3 is not available for rendering
210
+ [2024-11-20 22:14:42,293][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
211
+ [2024-11-20 22:14:42,293][root][INFO] - Device 3 is not available for rendering
212
+ [2024-11-20 22:14:42,308][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
213
+ [2024-11-20 22:14:42,308][root][INFO] - Device 3 is not available for rendering
214
+ [2024-11-20 22:14:42,318][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
215
+ [2024-11-20 22:14:42,318][root][INFO] - Device 3 is not available for rendering
216
+ [2024-11-20 22:14:42,320][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
217
+ [2024-11-20 22:14:42,320][root][INFO] - Device 3 is not available for rendering
218
+ [2024-11-20 22:14:42,353][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
219
+ [2024-11-20 22:14:42,353][root][INFO] - Device 3 is not available for rendering
220
+ [2024-11-20 22:14:42,359][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
221
+ [2024-11-20 22:14:42,359][root][INFO] - Device 3 is not available for rendering
222
+ [2024-11-20 22:14:42,365][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
223
+ [2024-11-20 22:14:42,365][root][INFO] - Device 3 is not available for rendering
224
+ [2024-11-20 22:14:42,460][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
225
+ [2024-11-20 22:14:42,461][root][INFO] - Device 3 is not available for rendering
226
+ [2024-11-21 05:16:16,821][urllib3.connectionpool][WARNING] - Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
227
+ [2024-11-21 05:16:16,849][urllib3.connectionpool][WARNING] - Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
228
+ [2024-11-21 05:16:16,865][urllib3.connectionpool][WARNING] - Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
229
+ [2024-11-21 05:16:16,899][urllib3.connectionpool][WARNING] - Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
230
+ [2024-11-21 05:16:16,916][urllib3.connectionpool][WARNING] - Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
231
+ [2024-11-21 05:16:16,932][urllib3.connectionpool][WARNING] - Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
Lift/train_1/.hydra/config.yaml ADDED
@@ -0,0 +1,230 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: train_tedi_unet_hybrid
2
+ _target_: diffusion_policy.workspace.train_tedi_unet_hybrid_workspace.TrainTEDIUnetHybridWorkspace
3
+ task_name: ${task.name}
4
+ shape_meta: ${task.shape_meta}
5
+ exp_name: default
6
+ horizon: 20
7
+ n_obs_steps: 2
8
+ n_action_steps: 8
9
+ n_latency_steps: 0
10
+ dataset_obs_steps: ${n_obs_steps}
11
+ past_action_visible: false
12
+ keypoint_visible_rate: 1.0
13
+ obs_as_global_cond: true
14
+ policy:
15
+ _target_: diffusion_policy.policy.tedi_unet_hybrid_image_policy.TEDIUnetHybridImagePolicy
16
+ shape_meta: ${shape_meta}
17
+ noise_scheduler:
18
+ _target_: diffusion_policy.policy.schedulers.DDPMTEDiScheduler
19
+ num_train_timesteps: 100
20
+ beta_start: 0.0001
21
+ beta_end: 0.02
22
+ beta_schedule: squaredcos_cap_v2
23
+ variance_type: fixed_small
24
+ clip_sample: true
25
+ prediction_type: epsilon
26
+ horizon: ${horizon}
27
+ n_action_steps: ${eval:'${n_action_steps}+${n_latency_steps}'}
28
+ n_obs_steps: ${n_obs_steps}
29
+ num_inference_steps: 100
30
+ obs_as_global_cond: ${obs_as_global_cond}
31
+ crop_shape:
32
+ - 76
33
+ - 76
34
+ diffusion_step_embed_dim: 128
35
+ down_dims:
36
+ - 512
37
+ - 1024
38
+ - 2048
39
+ kernel_size: 5
40
+ n_groups: 8
41
+ cond_predict_scale: true
42
+ obs_encoder_group_norm: true
43
+ eval_fixed_crop: true
44
+ temporally_constant_weight: 0.2
45
+ temporally_increasing_weight: 0.0
46
+ temporally_random_weights: 0.0
47
+ chunk_wise_weight: 0.8
48
+ buffer_init: zero
49
+ ema:
50
+ _target_: diffusion_policy.model.diffusion.ema_model.EMAModel
51
+ update_after_step: 0
52
+ inv_gamma: 1.0
53
+ power: 0.75
54
+ min_value: 0.0
55
+ max_value: 0.9999
56
+ dataloader:
57
+ batch_size: 64
58
+ num_workers: 16
59
+ shuffle: true
60
+ pin_memory: true
61
+ persistent_workers: true
62
+ val_dataloader:
63
+ batch_size: 64
64
+ num_workers: 16
65
+ shuffle: false
66
+ pin_memory: true
67
+ persistent_workers: true
68
+ optimizer:
69
+ _target_: torch.optim.AdamW
70
+ lr: 0.0001
71
+ betas:
72
+ - 0.95
73
+ - 0.999
74
+ eps: 1.0e-08
75
+ weight_decay: 1.0e-06
76
+ training:
77
+ device: cuda:0
78
+ seed: 43
79
+ debug: false
80
+ resume: true
81
+ lr_scheduler: cosine
82
+ lr_warmup_steps: 500
83
+ num_epochs: 1501
84
+ gradient_accumulate_every: 1
85
+ use_ema: true
86
+ rollout_every: 50
87
+ checkpoint_every: 50
88
+ val_every: 1
89
+ sample_every: 5
90
+ max_train_steps: null
91
+ max_val_steps: null
92
+ tqdm_interval_sec: 1.0
93
+ logging:
94
+ project: diffusion_policy_debug
95
+ resume: true
96
+ mode: online
97
+ name: 2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image_train_1
98
+ tags:
99
+ - ${name}
100
+ - ${task_name}
101
+ - ${exp_name}
102
+ id: 3pyqkvto_train_1
103
+ group: 3pyqkvto
104
+ checkpoint:
105
+ topk:
106
+ monitor_key: test_mean_score
107
+ mode: max
108
+ k: 1
109
+ format_str: epoch={epoch:04d}-test_mean_score={test_mean_score:.3f}.ckpt
110
+ save_last_ckpt: false
111
+ save_last_snapshot: false
112
+ multi_run:
113
+ run_dir: data/outputs/${now:%Y.%m.%d}/${now:%H.%M.%S}_${name}_${task_name}
114
+ wandb_name_base: ${now:%Y.%m.%d-%H.%M.%S}_${name}_${task_name}
115
+ task:
116
+ name: lift_image
117
+ shape_meta:
118
+ obs:
119
+ agentview_image:
120
+ shape:
121
+ - 3
122
+ - 84
123
+ - 84
124
+ type: rgb
125
+ robot0_eye_in_hand_image:
126
+ shape:
127
+ - 3
128
+ - 84
129
+ - 84
130
+ type: rgb
131
+ robot0_eef_pos:
132
+ shape:
133
+ - 3
134
+ robot0_eef_quat:
135
+ shape:
136
+ - 4
137
+ robot0_gripper_qpos:
138
+ shape:
139
+ - 2
140
+ action:
141
+ shape:
142
+ - 10
143
+ task_name: lift
144
+ dataset_type: ph
145
+ dataset_path: data/robomimic/datasets/${task.task_name}/${task.dataset_type}/image_abs.hdf5
146
+ abs_action: true
147
+ env_runner:
148
+ _target_: diffusion_policy.env_runner.robomimic_image_runner.RobomimicImageRunner
149
+ dataset_path: data/robomimic/datasets/${task.task_name}/${task.dataset_type}/image_abs.hdf5
150
+ shape_meta:
151
+ obs:
152
+ agentview_image:
153
+ shape:
154
+ - 3
155
+ - 84
156
+ - 84
157
+ type: rgb
158
+ robot0_eye_in_hand_image:
159
+ shape:
160
+ - 3
161
+ - 84
162
+ - 84
163
+ type: rgb
164
+ robot0_eef_pos:
165
+ shape:
166
+ - 3
167
+ robot0_eef_quat:
168
+ shape:
169
+ - 4
170
+ robot0_gripper_qpos:
171
+ shape:
172
+ - 2
173
+ action:
174
+ shape:
175
+ - 10
176
+ n_train: 6
177
+ n_train_vis: 2
178
+ train_start_idx: 0
179
+ n_test: 50
180
+ n_test_vis: 4
181
+ test_start_seed: 4400000
182
+ max_steps: ${eval:'500 if "${task.dataset_type}" == "mh" else 400'}
183
+ n_obs_steps: ${n_obs_steps}
184
+ n_action_steps: ${n_action_steps}
185
+ render_obs_key: agentview_image
186
+ fps: 10
187
+ crf: 22
188
+ past_action: ${past_action_visible}
189
+ abs_action: true
190
+ tqdm_interval_sec: 1.0
191
+ n_envs: 28
192
+ dataset:
193
+ _target_: diffusion_policy.dataset.robomimic_replay_image_dataset.RobomimicReplayImageDataset
194
+ shape_meta:
195
+ obs:
196
+ agentview_image:
197
+ shape:
198
+ - 3
199
+ - 84
200
+ - 84
201
+ type: rgb
202
+ robot0_eye_in_hand_image:
203
+ shape:
204
+ - 3
205
+ - 84
206
+ - 84
207
+ type: rgb
208
+ robot0_eef_pos:
209
+ shape:
210
+ - 3
211
+ robot0_eef_quat:
212
+ shape:
213
+ - 4
214
+ robot0_gripper_qpos:
215
+ shape:
216
+ - 2
217
+ action:
218
+ shape:
219
+ - 10
220
+ dataset_path: data/robomimic/datasets/${task.task_name}/${task.dataset_type}/image_abs.hdf5
221
+ horizon: ${horizon}
222
+ pad_before: ${eval:'${n_obs_steps}-1+${n_latency_steps}'}
223
+ pad_after: ${eval:'${n_action_steps}-1'}
224
+ n_obs_steps: ${dataset_obs_steps}
225
+ abs_action: true
226
+ rotation_rep: rotation_6d
227
+ use_legacy_normalizer: false
228
+ use_cache: true
229
+ seed: 42
230
+ val_ratio: 0.02
Lift/train_1/.hydra/hydra.yaml ADDED
@@ -0,0 +1,168 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ hydra:
2
+ run:
3
+ dir: data/outputs/2024.11.20/22.13.58_train_tedi_unet_hybrid_lift_image/train_1
4
+ sweep:
5
+ dir: data/outputs/${now:%Y.%m.%d}/${now:%H.%M.%S}_${name}_${task_name}
6
+ subdir: ${hydra.job.num}
7
+ launcher:
8
+ _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
9
+ sweeper:
10
+ _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
11
+ max_batch_size: null
12
+ params: null
13
+ help:
14
+ app_name: ${hydra.job.name}
15
+ header: '${hydra.help.app_name} is powered by Hydra.
16
+
17
+ '
18
+ footer: 'Powered by Hydra (https://hydra.cc)
19
+
20
+ Use --hydra-help to view Hydra specific help
21
+
22
+ '
23
+ template: '${hydra.help.header}
24
+
25
+ == Configuration groups ==
26
+
27
+ Compose your configuration from those groups (group=option)
28
+
29
+
30
+ $APP_CONFIG_GROUPS
31
+
32
+
33
+ == Config ==
34
+
35
+ Override anything in the config (foo.bar=value)
36
+
37
+
38
+ $CONFIG
39
+
40
+
41
+ ${hydra.help.footer}
42
+
43
+ '
44
+ hydra_help:
45
+ template: 'Hydra (${hydra.runtime.version})
46
+
47
+ See https://hydra.cc for more info.
48
+
49
+
50
+ == Flags ==
51
+
52
+ $FLAGS_HELP
53
+
54
+
55
+ == Configuration groups ==
56
+
57
+ Compose your configuration from those groups (For example, append hydra/job_logging=disabled
58
+ to command line)
59
+
60
+
61
+ $HYDRA_CONFIG_GROUPS
62
+
63
+
64
+ Use ''--cfg hydra'' to Show the Hydra config.
65
+
66
+ '
67
+ hydra_help: ???
68
+ hydra_logging:
69
+ version: 1
70
+ formatters:
71
+ simple:
72
+ format: '[%(asctime)s][HYDRA] %(message)s'
73
+ handlers:
74
+ console:
75
+ class: logging.StreamHandler
76
+ formatter: simple
77
+ stream: ext://sys.stdout
78
+ root:
79
+ level: INFO
80
+ handlers:
81
+ - console
82
+ loggers:
83
+ logging_example:
84
+ level: DEBUG
85
+ disable_existing_loggers: false
86
+ job_logging:
87
+ version: 1
88
+ formatters:
89
+ simple:
90
+ format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
91
+ handlers:
92
+ console:
93
+ class: logging.StreamHandler
94
+ formatter: simple
95
+ stream: ext://sys.stdout
96
+ file:
97
+ class: logging.FileHandler
98
+ formatter: simple
99
+ filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
100
+ root:
101
+ level: INFO
102
+ handlers:
103
+ - console
104
+ - file
105
+ disable_existing_loggers: false
106
+ env: {}
107
+ mode: RUN
108
+ searchpath: []
109
+ callbacks: {}
110
+ output_subdir: .hydra
111
+ overrides:
112
+ hydra:
113
+ - hydra.run.dir=data/outputs/2024.11.20/22.13.58_train_tedi_unet_hybrid_lift_image/train_1
114
+ - hydra.mode=RUN
115
+ task:
116
+ - task=lift_image_abs
117
+ - training.seed=43
118
+ - task.env_runner.test_start_seed=4400000
119
+ - logging.name=2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image_train_1
120
+ - logging.id=3pyqkvto_train_1
121
+ - logging.group=3pyqkvto
122
+ job:
123
+ name: train
124
+ chdir: null
125
+ override_dirname: logging.group=3pyqkvto,logging.id=3pyqkvto_train_1,logging.name=2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image_train_1,task.env_runner.test_start_seed=4400000,task=lift_image_abs,training.seed=43
126
+ id: ???
127
+ num: ???
128
+ config_name: tedi_robomimic.yaml
129
+ env_set: {}
130
+ env_copy: []
131
+ config:
132
+ override_dirname:
133
+ kv_sep: '='
134
+ item_sep: ','
135
+ exclude_keys: []
136
+ runtime:
137
+ version: 1.2.0
138
+ version_base: '1.2'
139
+ cwd: /tmp/ray/session_2024-11-20_22-13-35_079021_3380951/runtime_resources/working_dir_files/_ray_pkg_a254c17765b6da76
140
+ config_sources:
141
+ - path: hydra.conf
142
+ schema: pkg
143
+ provider: hydra
144
+ - path: /tmp/ray/session_2024-11-20_22-13-35_079021_3380951/runtime_resources/working_dir_files/_ray_pkg_a254c17765b6da76/diffusion_policy/config
145
+ schema: file
146
+ provider: main
147
+ - path: hydra_plugins.hydra_colorlog.conf
148
+ schema: pkg
149
+ provider: hydra-colorlog
150
+ - path: /tmp/ray/session_2024-11-20_22-13-35_079021_3380951/runtime_resources/working_dir_files/_ray_pkg_a254c17765b6da76/diffusion_policy/config
151
+ schema: file
152
+ provider: command-line
153
+ - path: ''
154
+ schema: structured
155
+ provider: schema
156
+ output_dir: /tmp/ray/session_2024-11-20_22-13-35_079021_3380951/runtime_resources/working_dir_files/_ray_pkg_a254c17765b6da76/data/outputs/2024.11.20/22.13.58_train_tedi_unet_hybrid_lift_image/train_1
157
+ choices:
158
+ task: lift_image_abs
159
+ hydra/env: default
160
+ hydra/callbacks: null
161
+ hydra/job_logging: default
162
+ hydra/hydra_logging: default
163
+ hydra/hydra_help: default
164
+ hydra/help: default
165
+ hydra/sweeper: basic
166
+ hydra/launcher: basic
167
+ hydra/output: default
168
+ verbose: false
Lift/train_1/.hydra/overrides.yaml ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ - task=lift_image_abs
2
+ - training.seed=43
3
+ - task.env_runner.test_start_seed=4400000
4
+ - logging.name=2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image_train_1
5
+ - logging.id=3pyqkvto_train_1
6
+ - logging.group=3pyqkvto
Lift/train_1/checkpoints/epoch=0050-test_mean_score=1.000.ckpt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5b50a37215becb9f1454df5df57bd4e8fd8fc79074d648a27a073515535f68e3
3
+ size 4647697621
Lift/train_1/logs.json.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ead576c8c923ffecfeb1f984f9c1c6827d653ac67aa65b40e210840da1402a36
3
+ size 17958083
Lift/train_1/train.log ADDED
@@ -0,0 +1,231 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [2024-11-20 22:14:30,103][diffusion_policy.model.diffusion.conditional_unet1d_tedi][INFO] - number of parameters: 2.568572e+08
2
+ [2024-11-20 22:14:41,104][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
3
+ [2024-11-20 22:14:41,104][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
4
+ [2024-11-20 22:14:41,105][root][INFO] - Device 0 is not available for rendering
5
+ [2024-11-20 22:14:41,105][root][INFO] - Device 0 is not available for rendering
6
+ [2024-11-20 22:14:41,105][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
7
+ [2024-11-20 22:14:41,106][root][INFO] - Device 0 is not available for rendering
8
+ [2024-11-20 22:14:41,108][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
9
+ [2024-11-20 22:14:41,108][root][INFO] - Device 0 is not available for rendering
10
+ [2024-11-20 22:14:41,117][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
11
+ [2024-11-20 22:14:41,118][root][INFO] - Device 0 is not available for rendering
12
+ [2024-11-20 22:14:41,130][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
13
+ [2024-11-20 22:14:41,131][root][INFO] - Device 0 is not available for rendering
14
+ [2024-11-20 22:14:41,136][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
15
+ [2024-11-20 22:14:41,137][root][INFO] - Device 0 is not available for rendering
16
+ [2024-11-20 22:14:41,137][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
17
+ [2024-11-20 22:14:41,137][root][INFO] - Device 0 is not available for rendering
18
+ [2024-11-20 22:14:41,151][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
19
+ [2024-11-20 22:14:41,151][root][INFO] - Device 0 is not available for rendering
20
+ [2024-11-20 22:14:41,168][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
21
+ [2024-11-20 22:14:41,169][root][INFO] - Device 0 is not available for rendering
22
+ [2024-11-20 22:14:41,173][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
23
+ [2024-11-20 22:14:41,173][root][INFO] - Device 0 is not available for rendering
24
+ [2024-11-20 22:14:41,182][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
25
+ [2024-11-20 22:14:41,183][root][INFO] - Device 0 is not available for rendering
26
+ [2024-11-20 22:14:41,189][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
27
+ [2024-11-20 22:14:41,190][root][INFO] - Device 0 is not available for rendering
28
+ [2024-11-20 22:14:41,193][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
29
+ [2024-11-20 22:14:41,193][root][INFO] - Device 0 is not available for rendering
30
+ [2024-11-20 22:14:41,205][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
31
+ [2024-11-20 22:14:41,206][root][INFO] - Device 0 is not available for rendering
32
+ [2024-11-20 22:14:41,211][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
33
+ [2024-11-20 22:14:41,212][root][INFO] - Device 0 is not available for rendering
34
+ [2024-11-20 22:14:41,236][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
35
+ [2024-11-20 22:14:41,236][root][INFO] - Device 0 is not available for rendering
36
+ [2024-11-20 22:14:41,243][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
37
+ [2024-11-20 22:14:41,243][root][INFO] - Device 0 is not available for rendering
38
+ [2024-11-20 22:14:41,251][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
39
+ [2024-11-20 22:14:41,252][root][INFO] - Device 0 is not available for rendering
40
+ [2024-11-20 22:14:41,256][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
41
+ [2024-11-20 22:14:41,256][root][INFO] - Device 0 is not available for rendering
42
+ [2024-11-20 22:14:41,281][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
43
+ [2024-11-20 22:14:41,282][root][INFO] - Device 0 is not available for rendering
44
+ [2024-11-20 22:14:41,283][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
45
+ [2024-11-20 22:14:41,285][root][INFO] - Device 0 is not available for rendering
46
+ [2024-11-20 22:14:41,303][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
47
+ [2024-11-20 22:14:41,304][root][INFO] - Device 0 is not available for rendering
48
+ [2024-11-20 22:14:41,328][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
49
+ [2024-11-20 22:14:41,328][root][INFO] - Device 0 is not available for rendering
50
+ [2024-11-20 22:14:41,394][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
51
+ [2024-11-20 22:14:41,395][root][INFO] - Device 0 is not available for rendering
52
+ [2024-11-20 22:14:41,399][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
53
+ [2024-11-20 22:14:41,400][root][INFO] - Device 0 is not available for rendering
54
+ [2024-11-20 22:14:41,416][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
55
+ [2024-11-20 22:14:41,416][root][INFO] - Device 1 is not available for rendering
56
+ [2024-11-20 22:14:41,420][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
57
+ [2024-11-20 22:14:41,420][root][INFO] - Device 1 is not available for rendering
58
+ [2024-11-20 22:14:41,422][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
59
+ [2024-11-20 22:14:41,423][root][INFO] - Device 1 is not available for rendering
60
+ [2024-11-20 22:14:41,436][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
61
+ [2024-11-20 22:14:41,437][root][INFO] - Device 1 is not available for rendering
62
+ [2024-11-20 22:14:41,444][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
63
+ [2024-11-20 22:14:41,445][root][INFO] - Device 1 is not available for rendering
64
+ [2024-11-20 22:14:41,452][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
65
+ [2024-11-20 22:14:41,452][root][INFO] - Device 1 is not available for rendering
66
+ [2024-11-20 22:14:41,453][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
67
+ [2024-11-20 22:14:41,454][root][INFO] - Device 0 is not available for rendering
68
+ [2024-11-20 22:14:41,459][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
69
+ [2024-11-20 22:14:41,459][root][INFO] - Device 1 is not available for rendering
70
+ [2024-11-20 22:14:41,460][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
71
+ [2024-11-20 22:14:41,461][root][INFO] - Device 0 is not available for rendering
72
+ [2024-11-20 22:14:41,466][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
73
+ [2024-11-20 22:14:41,467][root][INFO] - Device 1 is not available for rendering
74
+ [2024-11-20 22:14:41,473][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
75
+ [2024-11-20 22:14:41,473][root][INFO] - Device 1 is not available for rendering
76
+ [2024-11-20 22:14:41,484][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
77
+ [2024-11-20 22:14:41,484][root][INFO] - Device 1 is not available for rendering
78
+ [2024-11-20 22:14:41,485][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
79
+ [2024-11-20 22:14:41,485][root][INFO] - Device 1 is not available for rendering
80
+ [2024-11-20 22:14:41,505][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
81
+ [2024-11-20 22:14:41,505][root][INFO] - Device 1 is not available for rendering
82
+ [2024-11-20 22:14:41,530][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
83
+ [2024-11-20 22:14:41,530][root][INFO] - Device 1 is not available for rendering
84
+ [2024-11-20 22:14:41,553][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
85
+ [2024-11-20 22:14:41,553][root][INFO] - Device 1 is not available for rendering
86
+ [2024-11-20 22:14:41,560][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
87
+ [2024-11-20 22:14:41,560][root][INFO] - Device 1 is not available for rendering
88
+ [2024-11-20 22:14:41,571][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
89
+ [2024-11-20 22:14:41,572][root][INFO] - Device 1 is not available for rendering
90
+ [2024-11-20 22:14:41,580][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
91
+ [2024-11-20 22:14:41,581][root][INFO] - Device 1 is not available for rendering
92
+ [2024-11-20 22:14:41,593][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
93
+ [2024-11-20 22:14:41,593][root][INFO] - Device 1 is not available for rendering
94
+ [2024-11-20 22:14:41,601][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
95
+ [2024-11-20 22:14:41,602][root][INFO] - Device 1 is not available for rendering
96
+ [2024-11-20 22:14:41,625][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
97
+ [2024-11-20 22:14:41,625][root][INFO] - Device 1 is not available for rendering
98
+ [2024-11-20 22:14:41,668][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
99
+ [2024-11-20 22:14:41,668][root][INFO] - Device 1 is not available for rendering
100
+ [2024-11-20 22:14:41,668][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
101
+ [2024-11-20 22:14:41,668][root][INFO] - Device 1 is not available for rendering
102
+ [2024-11-20 22:14:41,676][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
103
+ [2024-11-20 22:14:41,676][root][INFO] - Device 2 is not available for rendering
104
+ [2024-11-20 22:14:41,683][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
105
+ [2024-11-20 22:14:41,683][root][INFO] - Device 1 is not available for rendering
106
+ [2024-11-20 22:14:41,692][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
107
+ [2024-11-20 22:14:41,692][root][INFO] - Device 1 is not available for rendering
108
+ [2024-11-20 22:14:41,695][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
109
+ [2024-11-20 22:14:41,695][root][INFO] - Device 1 is not available for rendering
110
+ [2024-11-20 22:14:41,704][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
111
+ [2024-11-20 22:14:41,704][root][INFO] - Device 1 is not available for rendering
112
+ [2024-11-20 22:14:41,708][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
113
+ [2024-11-20 22:14:41,709][root][INFO] - Device 2 is not available for rendering
114
+ [2024-11-20 22:14:41,720][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
115
+ [2024-11-20 22:14:41,721][root][INFO] - Device 2 is not available for rendering
116
+ [2024-11-20 22:14:41,725][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
117
+ [2024-11-20 22:14:41,725][root][INFO] - Device 2 is not available for rendering
118
+ [2024-11-20 22:14:41,735][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
119
+ [2024-11-20 22:14:41,736][root][INFO] - Device 2 is not available for rendering
120
+ [2024-11-20 22:14:41,742][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
121
+ [2024-11-20 22:14:41,742][root][INFO] - Device 2 is not available for rendering
122
+ [2024-11-20 22:14:41,749][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
123
+ [2024-11-20 22:14:41,750][root][INFO] - Device 2 is not available for rendering
124
+ [2024-11-20 22:14:41,761][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
125
+ [2024-11-20 22:14:41,761][root][INFO] - Device 2 is not available for rendering
126
+ [2024-11-20 22:14:41,776][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
127
+ [2024-11-20 22:14:41,777][root][INFO] - Device 2 is not available for rendering
128
+ [2024-11-20 22:14:41,784][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
129
+ [2024-11-20 22:14:41,785][root][INFO] - Device 1 is not available for rendering
130
+ [2024-11-20 22:14:41,786][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
131
+ [2024-11-20 22:14:41,786][root][INFO] - Device 2 is not available for rendering
132
+ [2024-11-20 22:14:41,789][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
133
+ [2024-11-20 22:14:41,789][root][INFO] - Device 1 is not available for rendering
134
+ [2024-11-20 22:14:41,831][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
135
+ [2024-11-20 22:14:41,831][root][INFO] - Device 2 is not available for rendering
136
+ [2024-11-20 22:14:41,832][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
137
+ [2024-11-20 22:14:41,832][root][INFO] - Device 2 is not available for rendering
138
+ [2024-11-20 22:14:41,870][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
139
+ [2024-11-20 22:14:41,870][root][INFO] - Device 2 is not available for rendering
140
+ [2024-11-20 22:14:41,873][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
141
+ [2024-11-20 22:14:41,874][root][INFO] - Device 2 is not available for rendering
142
+ [2024-11-20 22:14:41,878][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
143
+ [2024-11-20 22:14:41,879][root][INFO] - Device 2 is not available for rendering
144
+ [2024-11-20 22:14:41,890][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
145
+ [2024-11-20 22:14:41,890][root][INFO] - Device 2 is not available for rendering
146
+ [2024-11-20 22:14:41,891][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
147
+ [2024-11-20 22:14:41,892][root][INFO] - Device 2 is not available for rendering
148
+ [2024-11-20 22:14:41,897][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
149
+ [2024-11-20 22:14:41,897][root][INFO] - Device 2 is not available for rendering
150
+ [2024-11-20 22:14:41,935][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
151
+ [2024-11-20 22:14:41,936][root][INFO] - Device 2 is not available for rendering
152
+ [2024-11-20 22:14:41,962][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
153
+ [2024-11-20 22:14:41,962][root][INFO] - Device 2 is not available for rendering
154
+ [2024-11-20 22:14:41,979][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
155
+ [2024-11-20 22:14:41,979][root][INFO] - Device 2 is not available for rendering
156
+ [2024-11-20 22:14:41,986][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
157
+ [2024-11-20 22:14:41,987][root][INFO] - Device 2 is not available for rendering
158
+ [2024-11-20 22:14:41,994][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
159
+ [2024-11-20 22:14:41,995][root][INFO] - Device 3 is not available for rendering
160
+ [2024-11-20 22:14:42,028][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
161
+ [2024-11-20 22:14:42,028][root][INFO] - Device 3 is not available for rendering
162
+ [2024-11-20 22:14:42,029][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
163
+ [2024-11-20 22:14:42,029][root][INFO] - Device 3 is not available for rendering
164
+ [2024-11-20 22:14:42,038][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
165
+ [2024-11-20 22:14:42,038][root][INFO] - Device 2 is not available for rendering
166
+ [2024-11-20 22:14:42,042][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
167
+ [2024-11-20 22:14:42,043][root][INFO] - Device 2 is not available for rendering
168
+ [2024-11-20 22:14:42,047][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
169
+ [2024-11-20 22:14:42,048][root][INFO] - Device 2 is not available for rendering
170
+ [2024-11-20 22:14:42,068][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
171
+ [2024-11-20 22:14:42,068][root][INFO] - Device 2 is not available for rendering
172
+ [2024-11-20 22:14:42,070][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
173
+ [2024-11-20 22:14:42,071][root][INFO] - Device 3 is not available for rendering
174
+ [2024-11-20 22:14:42,077][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
175
+ [2024-11-20 22:14:42,077][root][INFO] - Device 3 is not available for rendering
176
+ [2024-11-20 22:14:42,082][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
177
+ [2024-11-20 22:14:42,083][root][INFO] - Device 3 is not available for rendering
178
+ [2024-11-20 22:14:42,089][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
179
+ [2024-11-20 22:14:42,089][root][INFO] - Device 3 is not available for rendering
180
+ [2024-11-20 22:14:42,124][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
181
+ [2024-11-20 22:14:42,124][root][INFO] - Device 2 is not available for rendering
182
+ [2024-11-20 22:14:42,141][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
183
+ [2024-11-20 22:14:42,142][root][INFO] - Device 3 is not available for rendering
184
+ [2024-11-20 22:14:42,145][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
185
+ [2024-11-20 22:14:42,145][root][INFO] - Device 3 is not available for rendering
186
+ [2024-11-20 22:14:42,151][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
187
+ [2024-11-20 22:14:42,151][root][INFO] - Device 3 is not available for rendering
188
+ [2024-11-20 22:14:42,162][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
189
+ [2024-11-20 22:14:42,162][root][INFO] - Device 3 is not available for rendering
190
+ [2024-11-20 22:14:42,172][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
191
+ [2024-11-20 22:14:42,173][root][INFO] - Device 3 is not available for rendering
192
+ [2024-11-20 22:14:42,178][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
193
+ [2024-11-20 22:14:42,178][root][INFO] - Device 2 is not available for rendering
194
+ [2024-11-20 22:14:42,221][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
195
+ [2024-11-20 22:14:42,221][root][INFO] - Device 3 is not available for rendering
196
+ [2024-11-20 22:14:42,236][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
197
+ [2024-11-20 22:14:42,236][root][INFO] - Device 3 is not available for rendering
198
+ [2024-11-20 22:14:42,242][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
199
+ [2024-11-20 22:14:42,242][root][INFO] - Device 3 is not available for rendering
200
+ [2024-11-20 22:14:42,250][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
201
+ [2024-11-20 22:14:42,251][root][INFO] - Device 3 is not available for rendering
202
+ [2024-11-20 22:14:42,254][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
203
+ [2024-11-20 22:14:42,255][root][INFO] - Device 3 is not available for rendering
204
+ [2024-11-20 22:14:42,264][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
205
+ [2024-11-20 22:14:42,264][root][INFO] - Device 3 is not available for rendering
206
+ [2024-11-20 22:14:42,270][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
207
+ [2024-11-20 22:14:42,270][root][INFO] - Device 3 is not available for rendering
208
+ [2024-11-20 22:14:42,300][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
209
+ [2024-11-20 22:14:42,300][root][INFO] - Device 3 is not available for rendering
210
+ [2024-11-20 22:14:42,301][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
211
+ [2024-11-20 22:14:42,301][root][INFO] - Device 3 is not available for rendering
212
+ [2024-11-20 22:14:42,310][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
213
+ [2024-11-20 22:14:42,310][root][INFO] - Device 3 is not available for rendering
214
+ [2024-11-20 22:14:42,324][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
215
+ [2024-11-20 22:14:42,324][root][INFO] - Device 3 is not available for rendering
216
+ [2024-11-20 22:14:42,332][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
217
+ [2024-11-20 22:14:42,333][root][INFO] - Device 3 is not available for rendering
218
+ [2024-11-20 22:14:42,333][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
219
+ [2024-11-20 22:14:42,333][root][INFO] - Device 3 is not available for rendering
220
+ [2024-11-20 22:14:42,362][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
221
+ [2024-11-20 22:14:42,362][root][INFO] - Device 3 is not available for rendering
222
+ [2024-11-20 22:14:42,417][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
223
+ [2024-11-20 22:14:42,417][root][INFO] - Device 3 is not available for rendering
224
+ [2024-11-20 22:14:42,495][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
225
+ [2024-11-20 22:14:42,495][root][INFO] - Device 3 is not available for rendering
226
+ [2024-11-21 05:05:07,557][urllib3.connectionpool][WARNING] - Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
227
+ [2024-11-21 05:05:07,586][urllib3.connectionpool][WARNING] - Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
228
+ [2024-11-21 05:05:07,603][urllib3.connectionpool][WARNING] - Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
229
+ [2024-11-21 05:05:07,636][urllib3.connectionpool][WARNING] - Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
230
+ [2024-11-21 05:05:07,653][urllib3.connectionpool][WARNING] - Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
231
+ [2024-11-21 05:05:07,669][urllib3.connectionpool][WARNING] - Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
Lift/train_2/.hydra/config.yaml ADDED
@@ -0,0 +1,230 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: train_tedi_unet_hybrid
2
+ _target_: diffusion_policy.workspace.train_tedi_unet_hybrid_workspace.TrainTEDIUnetHybridWorkspace
3
+ task_name: ${task.name}
4
+ shape_meta: ${task.shape_meta}
5
+ exp_name: default
6
+ horizon: 20
7
+ n_obs_steps: 2
8
+ n_action_steps: 8
9
+ n_latency_steps: 0
10
+ dataset_obs_steps: ${n_obs_steps}
11
+ past_action_visible: false
12
+ keypoint_visible_rate: 1.0
13
+ obs_as_global_cond: true
14
+ policy:
15
+ _target_: diffusion_policy.policy.tedi_unet_hybrid_image_policy.TEDIUnetHybridImagePolicy
16
+ shape_meta: ${shape_meta}
17
+ noise_scheduler:
18
+ _target_: diffusion_policy.policy.schedulers.DDPMTEDiScheduler
19
+ num_train_timesteps: 100
20
+ beta_start: 0.0001
21
+ beta_end: 0.02
22
+ beta_schedule: squaredcos_cap_v2
23
+ variance_type: fixed_small
24
+ clip_sample: true
25
+ prediction_type: epsilon
26
+ horizon: ${horizon}
27
+ n_action_steps: ${eval:'${n_action_steps}+${n_latency_steps}'}
28
+ n_obs_steps: ${n_obs_steps}
29
+ num_inference_steps: 100
30
+ obs_as_global_cond: ${obs_as_global_cond}
31
+ crop_shape:
32
+ - 76
33
+ - 76
34
+ diffusion_step_embed_dim: 128
35
+ down_dims:
36
+ - 512
37
+ - 1024
38
+ - 2048
39
+ kernel_size: 5
40
+ n_groups: 8
41
+ cond_predict_scale: true
42
+ obs_encoder_group_norm: true
43
+ eval_fixed_crop: true
44
+ temporally_constant_weight: 0.2
45
+ temporally_increasing_weight: 0.0
46
+ temporally_random_weights: 0.0
47
+ chunk_wise_weight: 0.8
48
+ buffer_init: zero
49
+ ema:
50
+ _target_: diffusion_policy.model.diffusion.ema_model.EMAModel
51
+ update_after_step: 0
52
+ inv_gamma: 1.0
53
+ power: 0.75
54
+ min_value: 0.0
55
+ max_value: 0.9999
56
+ dataloader:
57
+ batch_size: 64
58
+ num_workers: 16
59
+ shuffle: true
60
+ pin_memory: true
61
+ persistent_workers: true
62
+ val_dataloader:
63
+ batch_size: 64
64
+ num_workers: 16
65
+ shuffle: false
66
+ pin_memory: true
67
+ persistent_workers: true
68
+ optimizer:
69
+ _target_: torch.optim.AdamW
70
+ lr: 0.0001
71
+ betas:
72
+ - 0.95
73
+ - 0.999
74
+ eps: 1.0e-08
75
+ weight_decay: 1.0e-06
76
+ training:
77
+ device: cuda:0
78
+ seed: 44
79
+ debug: false
80
+ resume: true
81
+ lr_scheduler: cosine
82
+ lr_warmup_steps: 500
83
+ num_epochs: 1501
84
+ gradient_accumulate_every: 1
85
+ use_ema: true
86
+ rollout_every: 50
87
+ checkpoint_every: 50
88
+ val_every: 1
89
+ sample_every: 5
90
+ max_train_steps: null
91
+ max_val_steps: null
92
+ tqdm_interval_sec: 1.0
93
+ logging:
94
+ project: diffusion_policy_debug
95
+ resume: true
96
+ mode: online
97
+ name: 2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image_train_2
98
+ tags:
99
+ - ${name}
100
+ - ${task_name}
101
+ - ${exp_name}
102
+ id: 3pyqkvto_train_2
103
+ group: 3pyqkvto
104
+ checkpoint:
105
+ topk:
106
+ monitor_key: test_mean_score
107
+ mode: max
108
+ k: 1
109
+ format_str: epoch={epoch:04d}-test_mean_score={test_mean_score:.3f}.ckpt
110
+ save_last_ckpt: false
111
+ save_last_snapshot: false
112
+ multi_run:
113
+ run_dir: data/outputs/${now:%Y.%m.%d}/${now:%H.%M.%S}_${name}_${task_name}
114
+ wandb_name_base: ${now:%Y.%m.%d-%H.%M.%S}_${name}_${task_name}
115
+ task:
116
+ name: lift_image
117
+ shape_meta:
118
+ obs:
119
+ agentview_image:
120
+ shape:
121
+ - 3
122
+ - 84
123
+ - 84
124
+ type: rgb
125
+ robot0_eye_in_hand_image:
126
+ shape:
127
+ - 3
128
+ - 84
129
+ - 84
130
+ type: rgb
131
+ robot0_eef_pos:
132
+ shape:
133
+ - 3
134
+ robot0_eef_quat:
135
+ shape:
136
+ - 4
137
+ robot0_gripper_qpos:
138
+ shape:
139
+ - 2
140
+ action:
141
+ shape:
142
+ - 10
143
+ task_name: lift
144
+ dataset_type: ph
145
+ dataset_path: data/robomimic/datasets/${task.task_name}/${task.dataset_type}/image_abs.hdf5
146
+ abs_action: true
147
+ env_runner:
148
+ _target_: diffusion_policy.env_runner.robomimic_image_runner.RobomimicImageRunner
149
+ dataset_path: data/robomimic/datasets/${task.task_name}/${task.dataset_type}/image_abs.hdf5
150
+ shape_meta:
151
+ obs:
152
+ agentview_image:
153
+ shape:
154
+ - 3
155
+ - 84
156
+ - 84
157
+ type: rgb
158
+ robot0_eye_in_hand_image:
159
+ shape:
160
+ - 3
161
+ - 84
162
+ - 84
163
+ type: rgb
164
+ robot0_eef_pos:
165
+ shape:
166
+ - 3
167
+ robot0_eef_quat:
168
+ shape:
169
+ - 4
170
+ robot0_gripper_qpos:
171
+ shape:
172
+ - 2
173
+ action:
174
+ shape:
175
+ - 10
176
+ n_train: 6
177
+ n_train_vis: 2
178
+ train_start_idx: 0
179
+ n_test: 50
180
+ n_test_vis: 4
181
+ test_start_seed: 4500000
182
+ max_steps: ${eval:'500 if "${task.dataset_type}" == "mh" else 400'}
183
+ n_obs_steps: ${n_obs_steps}
184
+ n_action_steps: ${n_action_steps}
185
+ render_obs_key: agentview_image
186
+ fps: 10
187
+ crf: 22
188
+ past_action: ${past_action_visible}
189
+ abs_action: true
190
+ tqdm_interval_sec: 1.0
191
+ n_envs: 28
192
+ dataset:
193
+ _target_: diffusion_policy.dataset.robomimic_replay_image_dataset.RobomimicReplayImageDataset
194
+ shape_meta:
195
+ obs:
196
+ agentview_image:
197
+ shape:
198
+ - 3
199
+ - 84
200
+ - 84
201
+ type: rgb
202
+ robot0_eye_in_hand_image:
203
+ shape:
204
+ - 3
205
+ - 84
206
+ - 84
207
+ type: rgb
208
+ robot0_eef_pos:
209
+ shape:
210
+ - 3
211
+ robot0_eef_quat:
212
+ shape:
213
+ - 4
214
+ robot0_gripper_qpos:
215
+ shape:
216
+ - 2
217
+ action:
218
+ shape:
219
+ - 10
220
+ dataset_path: data/robomimic/datasets/${task.task_name}/${task.dataset_type}/image_abs.hdf5
221
+ horizon: ${horizon}
222
+ pad_before: ${eval:'${n_obs_steps}-1+${n_latency_steps}'}
223
+ pad_after: ${eval:'${n_action_steps}-1'}
224
+ n_obs_steps: ${dataset_obs_steps}
225
+ abs_action: true
226
+ rotation_rep: rotation_6d
227
+ use_legacy_normalizer: false
228
+ use_cache: true
229
+ seed: 42
230
+ val_ratio: 0.02
Lift/train_2/.hydra/hydra.yaml ADDED
@@ -0,0 +1,168 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ hydra:
2
+ run:
3
+ dir: data/outputs/2024.11.20/22.13.58_train_tedi_unet_hybrid_lift_image/train_2
4
+ sweep:
5
+ dir: data/outputs/${now:%Y.%m.%d}/${now:%H.%M.%S}_${name}_${task_name}
6
+ subdir: ${hydra.job.num}
7
+ launcher:
8
+ _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
9
+ sweeper:
10
+ _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
11
+ max_batch_size: null
12
+ params: null
13
+ help:
14
+ app_name: ${hydra.job.name}
15
+ header: '${hydra.help.app_name} is powered by Hydra.
16
+
17
+ '
18
+ footer: 'Powered by Hydra (https://hydra.cc)
19
+
20
+ Use --hydra-help to view Hydra specific help
21
+
22
+ '
23
+ template: '${hydra.help.header}
24
+
25
+ == Configuration groups ==
26
+
27
+ Compose your configuration from those groups (group=option)
28
+
29
+
30
+ $APP_CONFIG_GROUPS
31
+
32
+
33
+ == Config ==
34
+
35
+ Override anything in the config (foo.bar=value)
36
+
37
+
38
+ $CONFIG
39
+
40
+
41
+ ${hydra.help.footer}
42
+
43
+ '
44
+ hydra_help:
45
+ template: 'Hydra (${hydra.runtime.version})
46
+
47
+ See https://hydra.cc for more info.
48
+
49
+
50
+ == Flags ==
51
+
52
+ $FLAGS_HELP
53
+
54
+
55
+ == Configuration groups ==
56
+
57
+ Compose your configuration from those groups (For example, append hydra/job_logging=disabled
58
+ to command line)
59
+
60
+
61
+ $HYDRA_CONFIG_GROUPS
62
+
63
+
64
+ Use ''--cfg hydra'' to Show the Hydra config.
65
+
66
+ '
67
+ hydra_help: ???
68
+ hydra_logging:
69
+ version: 1
70
+ formatters:
71
+ simple:
72
+ format: '[%(asctime)s][HYDRA] %(message)s'
73
+ handlers:
74
+ console:
75
+ class: logging.StreamHandler
76
+ formatter: simple
77
+ stream: ext://sys.stdout
78
+ root:
79
+ level: INFO
80
+ handlers:
81
+ - console
82
+ loggers:
83
+ logging_example:
84
+ level: DEBUG
85
+ disable_existing_loggers: false
86
+ job_logging:
87
+ version: 1
88
+ formatters:
89
+ simple:
90
+ format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
91
+ handlers:
92
+ console:
93
+ class: logging.StreamHandler
94
+ formatter: simple
95
+ stream: ext://sys.stdout
96
+ file:
97
+ class: logging.FileHandler
98
+ formatter: simple
99
+ filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
100
+ root:
101
+ level: INFO
102
+ handlers:
103
+ - console
104
+ - file
105
+ disable_existing_loggers: false
106
+ env: {}
107
+ mode: RUN
108
+ searchpath: []
109
+ callbacks: {}
110
+ output_subdir: .hydra
111
+ overrides:
112
+ hydra:
113
+ - hydra.run.dir=data/outputs/2024.11.20/22.13.58_train_tedi_unet_hybrid_lift_image/train_2
114
+ - hydra.mode=RUN
115
+ task:
116
+ - task=lift_image_abs
117
+ - training.seed=44
118
+ - task.env_runner.test_start_seed=4500000
119
+ - logging.name=2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image_train_2
120
+ - logging.id=3pyqkvto_train_2
121
+ - logging.group=3pyqkvto
122
+ job:
123
+ name: train
124
+ chdir: null
125
+ override_dirname: logging.group=3pyqkvto,logging.id=3pyqkvto_train_2,logging.name=2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image_train_2,task.env_runner.test_start_seed=4500000,task=lift_image_abs,training.seed=44
126
+ id: ???
127
+ num: ???
128
+ config_name: tedi_robomimic.yaml
129
+ env_set: {}
130
+ env_copy: []
131
+ config:
132
+ override_dirname:
133
+ kv_sep: '='
134
+ item_sep: ','
135
+ exclude_keys: []
136
+ runtime:
137
+ version: 1.2.0
138
+ version_base: '1.2'
139
+ cwd: /tmp/ray/session_2024-11-20_22-13-35_079021_3380951/runtime_resources/working_dir_files/_ray_pkg_a254c17765b6da76
140
+ config_sources:
141
+ - path: hydra.conf
142
+ schema: pkg
143
+ provider: hydra
144
+ - path: /tmp/ray/session_2024-11-20_22-13-35_079021_3380951/runtime_resources/working_dir_files/_ray_pkg_a254c17765b6da76/diffusion_policy/config
145
+ schema: file
146
+ provider: main
147
+ - path: hydra_plugins.hydra_colorlog.conf
148
+ schema: pkg
149
+ provider: hydra-colorlog
150
+ - path: /tmp/ray/session_2024-11-20_22-13-35_079021_3380951/runtime_resources/working_dir_files/_ray_pkg_a254c17765b6da76/diffusion_policy/config
151
+ schema: file
152
+ provider: command-line
153
+ - path: ''
154
+ schema: structured
155
+ provider: schema
156
+ output_dir: /tmp/ray/session_2024-11-20_22-13-35_079021_3380951/runtime_resources/working_dir_files/_ray_pkg_a254c17765b6da76/data/outputs/2024.11.20/22.13.58_train_tedi_unet_hybrid_lift_image/train_2
157
+ choices:
158
+ task: lift_image_abs
159
+ hydra/env: default
160
+ hydra/callbacks: null
161
+ hydra/job_logging: default
162
+ hydra/hydra_logging: default
163
+ hydra/hydra_help: default
164
+ hydra/help: default
165
+ hydra/sweeper: basic
166
+ hydra/launcher: basic
167
+ hydra/output: default
168
+ verbose: false
Lift/train_2/.hydra/overrides.yaml ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ - task=lift_image_abs
2
+ - training.seed=44
3
+ - task.env_runner.test_start_seed=4500000
4
+ - logging.name=2024.11.20-22.13.58_train_tedi_unet_hybrid_lift_image_train_2
5
+ - logging.id=3pyqkvto_train_2
6
+ - logging.group=3pyqkvto
Lift/train_2/checkpoints/epoch=0050-test_mean_score=1.000.ckpt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e0c12435b5b624c14a409b64e40b9109981173cb316dad43b35b0cbc3beb8595
3
+ size 4647697621
Lift/train_2/logs.json.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:576000f7b3382e5ef65acee2edb16703f043c6d85302c1b783d8266d3ea185aa
3
+ size 17958381
Lift/train_2/train.log ADDED
@@ -0,0 +1,231 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [2024-11-20 22:14:30,112][diffusion_policy.model.diffusion.conditional_unet1d_tedi][INFO] - number of parameters: 2.568572e+08
2
+ [2024-11-20 22:14:41,104][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
3
+ [2024-11-20 22:14:41,105][root][INFO] - Device 0 is not available for rendering
4
+ [2024-11-20 22:14:41,105][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
5
+ [2024-11-20 22:14:41,105][root][INFO] - Device 0 is not available for rendering
6
+ [2024-11-20 22:14:41,113][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
7
+ [2024-11-20 22:14:41,114][root][INFO] - Device 0 is not available for rendering
8
+ [2024-11-20 22:14:41,120][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
9
+ [2024-11-20 22:14:41,120][root][INFO] - Device 0 is not available for rendering
10
+ [2024-11-20 22:14:41,127][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
11
+ [2024-11-20 22:14:41,127][root][INFO] - Device 0 is not available for rendering
12
+ [2024-11-20 22:14:41,127][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
13
+ [2024-11-20 22:14:41,128][root][INFO] - Device 0 is not available for rendering
14
+ [2024-11-20 22:14:41,139][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
15
+ [2024-11-20 22:14:41,140][root][INFO] - Device 0 is not available for rendering
16
+ [2024-11-20 22:14:41,145][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
17
+ [2024-11-20 22:14:41,145][root][INFO] - Device 0 is not available for rendering
18
+ [2024-11-20 22:14:41,156][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
19
+ [2024-11-20 22:14:41,157][root][INFO] - Device 0 is not available for rendering
20
+ [2024-11-20 22:14:41,159][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
21
+ [2024-11-20 22:14:41,160][root][INFO] - Device 0 is not available for rendering
22
+ [2024-11-20 22:14:41,164][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
23
+ [2024-11-20 22:14:41,164][root][INFO] - Device 0 is not available for rendering
24
+ [2024-11-20 22:14:41,175][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
25
+ [2024-11-20 22:14:41,176][root][INFO] - Device 0 is not available for rendering
26
+ [2024-11-20 22:14:41,179][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
27
+ [2024-11-20 22:14:41,179][root][INFO] - Device 0 is not available for rendering
28
+ [2024-11-20 22:14:41,186][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
29
+ [2024-11-20 22:14:41,188][root][INFO] - Device 0 is not available for rendering
30
+ [2024-11-20 22:14:41,200][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
31
+ [2024-11-20 22:14:41,201][root][INFO] - Device 0 is not available for rendering
32
+ [2024-11-20 22:14:41,206][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
33
+ [2024-11-20 22:14:41,206][root][INFO] - Device 0 is not available for rendering
34
+ [2024-11-20 22:14:41,209][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
35
+ [2024-11-20 22:14:41,210][root][INFO] - Device 0 is not available for rendering
36
+ [2024-11-20 22:14:41,217][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
37
+ [2024-11-20 22:14:41,218][root][INFO] - Device 0 is not available for rendering
38
+ [2024-11-20 22:14:41,224][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
39
+ [2024-11-20 22:14:41,225][root][INFO] - Device 0 is not available for rendering
40
+ [2024-11-20 22:14:41,237][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
41
+ [2024-11-20 22:14:41,238][root][INFO] - Device 0 is not available for rendering
42
+ [2024-11-20 22:14:41,248][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
43
+ [2024-11-20 22:14:41,249][root][INFO] - Device 0 is not available for rendering
44
+ [2024-11-20 22:14:41,249][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
45
+ [2024-11-20 22:14:41,250][root][INFO] - Device 0 is not available for rendering
46
+ [2024-11-20 22:14:41,257][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
47
+ [2024-11-20 22:14:41,258][root][INFO] - Device 0 is not available for rendering
48
+ [2024-11-20 22:14:41,260][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
49
+ [2024-11-20 22:14:41,261][root][INFO] - Device 0 is not available for rendering
50
+ [2024-11-20 22:14:41,265][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
51
+ [2024-11-20 22:14:41,265][root][INFO] - Device 0 is not available for rendering
52
+ [2024-11-20 22:14:41,299][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
53
+ [2024-11-20 22:14:41,300][root][INFO] - Device 0 is not available for rendering
54
+ [2024-11-20 22:14:41,335][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
55
+ [2024-11-20 22:14:41,336][root][INFO] - Device 0 is not available for rendering
56
+ [2024-11-20 22:14:41,409][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '0']' returned non-zero exit status 1.
57
+ [2024-11-20 22:14:41,410][root][INFO] - Device 0 is not available for rendering
58
+ [2024-11-20 22:14:41,425][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
59
+ [2024-11-20 22:14:41,425][root][INFO] - Device 1 is not available for rendering
60
+ [2024-11-20 22:14:41,428][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
61
+ [2024-11-20 22:14:41,428][root][INFO] - Device 1 is not available for rendering
62
+ [2024-11-20 22:14:41,433][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
63
+ [2024-11-20 22:14:41,434][root][INFO] - Device 1 is not available for rendering
64
+ [2024-11-20 22:14:41,463][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
65
+ [2024-11-20 22:14:41,463][root][INFO] - Device 1 is not available for rendering
66
+ [2024-11-20 22:14:41,467][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
67
+ [2024-11-20 22:14:41,467][root][INFO] - Device 1 is not available for rendering
68
+ [2024-11-20 22:14:41,470][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
69
+ [2024-11-20 22:14:41,470][root][INFO] - Device 1 is not available for rendering
70
+ [2024-11-20 22:14:41,477][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
71
+ [2024-11-20 22:14:41,477][root][INFO] - Device 1 is not available for rendering
72
+ [2024-11-20 22:14:41,478][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
73
+ [2024-11-20 22:14:41,478][root][INFO] - Device 1 is not available for rendering
74
+ [2024-11-20 22:14:41,491][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
75
+ [2024-11-20 22:14:41,492][root][INFO] - Device 1 is not available for rendering
76
+ [2024-11-20 22:14:41,501][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
77
+ [2024-11-20 22:14:41,502][root][INFO] - Device 1 is not available for rendering
78
+ [2024-11-20 22:14:41,508][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
79
+ [2024-11-20 22:14:41,508][root][INFO] - Device 1 is not available for rendering
80
+ [2024-11-20 22:14:41,516][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
81
+ [2024-11-20 22:14:41,517][root][INFO] - Device 1 is not available for rendering
82
+ [2024-11-20 22:14:41,527][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
83
+ [2024-11-20 22:14:41,528][root][INFO] - Device 1 is not available for rendering
84
+ [2024-11-20 22:14:41,533][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
85
+ [2024-11-20 22:14:41,533][root][INFO] - Device 1 is not available for rendering
86
+ [2024-11-20 22:14:41,535][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
87
+ [2024-11-20 22:14:41,535][root][INFO] - Device 1 is not available for rendering
88
+ [2024-11-20 22:14:41,546][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
89
+ [2024-11-20 22:14:41,547][root][INFO] - Device 1 is not available for rendering
90
+ [2024-11-20 22:14:41,556][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
91
+ [2024-11-20 22:14:41,556][root][INFO] - Device 1 is not available for rendering
92
+ [2024-11-20 22:14:41,584][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
93
+ [2024-11-20 22:14:41,585][root][INFO] - Device 1 is not available for rendering
94
+ [2024-11-20 22:14:41,589][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
95
+ [2024-11-20 22:14:41,590][root][INFO] - Device 1 is not available for rendering
96
+ [2024-11-20 22:14:41,598][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
97
+ [2024-11-20 22:14:41,599][root][INFO] - Device 1 is not available for rendering
98
+ [2024-11-20 22:14:41,605][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
99
+ [2024-11-20 22:14:41,605][root][INFO] - Device 1 is not available for rendering
100
+ [2024-11-20 22:14:41,628][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
101
+ [2024-11-20 22:14:41,628][root][INFO] - Device 1 is not available for rendering
102
+ [2024-11-20 22:14:41,633][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
103
+ [2024-11-20 22:14:41,633][root][INFO] - Device 1 is not available for rendering
104
+ [2024-11-20 22:14:41,635][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
105
+ [2024-11-20 22:14:41,636][root][INFO] - Device 1 is not available for rendering
106
+ [2024-11-20 22:14:41,645][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
107
+ [2024-11-20 22:14:41,645][root][INFO] - Device 1 is not available for rendering
108
+ [2024-11-20 22:14:41,664][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
109
+ [2024-11-20 22:14:41,664][root][INFO] - Device 1 is not available for rendering
110
+ [2024-11-20 22:14:41,676][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
111
+ [2024-11-20 22:14:41,676][root][INFO] - Device 1 is not available for rendering
112
+ [2024-11-20 22:14:41,688][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '1']' returned non-zero exit status 1.
113
+ [2024-11-20 22:14:41,688][root][INFO] - Device 1 is not available for rendering
114
+ [2024-11-20 22:14:41,738][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
115
+ [2024-11-20 22:14:41,739][root][INFO] - Device 2 is not available for rendering
116
+ [2024-11-20 22:14:41,746][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
117
+ [2024-11-20 22:14:41,747][root][INFO] - Device 2 is not available for rendering
118
+ [2024-11-20 22:14:41,757][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
119
+ [2024-11-20 22:14:41,757][root][INFO] - Device 2 is not available for rendering
120
+ [2024-11-20 22:14:41,767][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
121
+ [2024-11-20 22:14:41,767][root][INFO] - Device 2 is not available for rendering
122
+ [2024-11-20 22:14:41,769][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
123
+ [2024-11-20 22:14:41,770][root][INFO] - Device 2 is not available for rendering
124
+ [2024-11-20 22:14:41,775][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
125
+ [2024-11-20 22:14:41,775][root][INFO] - Device 2 is not available for rendering
126
+ [2024-11-20 22:14:41,800][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
127
+ [2024-11-20 22:14:41,800][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
128
+ [2024-11-20 22:14:41,800][root][INFO] - Device 2 is not available for rendering
129
+ [2024-11-20 22:14:41,800][root][INFO] - Device 2 is not available for rendering
130
+ [2024-11-20 22:14:41,811][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
131
+ [2024-11-20 22:14:41,811][root][INFO] - Device 2 is not available for rendering
132
+ [2024-11-20 22:14:41,817][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
133
+ [2024-11-20 22:14:41,817][root][INFO] - Device 2 is not available for rendering
134
+ [2024-11-20 22:14:41,819][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
135
+ [2024-11-20 22:14:41,819][root][INFO] - Device 2 is not available for rendering
136
+ [2024-11-20 22:14:41,840][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
137
+ [2024-11-20 22:14:41,840][root][INFO] - Device 2 is not available for rendering
138
+ [2024-11-20 22:14:41,857][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
139
+ [2024-11-20 22:14:41,858][root][INFO] - Device 2 is not available for rendering
140
+ [2024-11-20 22:14:41,861][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
141
+ [2024-11-20 22:14:41,862][root][INFO] - Device 2 is not available for rendering
142
+ [2024-11-20 22:14:41,870][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
143
+ [2024-11-20 22:14:41,870][root][INFO] - Device 2 is not available for rendering
144
+ [2024-11-20 22:14:41,878][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
145
+ [2024-11-20 22:14:41,878][root][INFO] - Device 2 is not available for rendering
146
+ [2024-11-20 22:14:41,886][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
147
+ [2024-11-20 22:14:41,886][root][INFO] - Device 2 is not available for rendering
148
+ [2024-11-20 22:14:41,905][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
149
+ [2024-11-20 22:14:41,905][root][INFO] - Device 2 is not available for rendering
150
+ [2024-11-20 22:14:41,912][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
151
+ [2024-11-20 22:14:41,912][root][INFO] - Device 2 is not available for rendering
152
+ [2024-11-20 22:14:41,920][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
153
+ [2024-11-20 22:14:41,921][root][INFO] - Device 2 is not available for rendering
154
+ [2024-11-20 22:14:41,933][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
155
+ [2024-11-20 22:14:41,933][root][INFO] - Device 2 is not available for rendering
156
+ [2024-11-20 22:14:41,938][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
157
+ [2024-11-20 22:14:41,938][root][INFO] - Device 2 is not available for rendering
158
+ [2024-11-20 22:14:41,945][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
159
+ [2024-11-20 22:14:41,946][root][INFO] - Device 2 is not available for rendering
160
+ [2024-11-20 22:14:41,951][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
161
+ [2024-11-20 22:14:41,952][root][INFO] - Device 2 is not available for rendering
162
+ [2024-11-20 22:14:41,962][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
163
+ [2024-11-20 22:14:41,963][root][INFO] - Device 2 is not available for rendering
164
+ [2024-11-20 22:14:41,992][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
165
+ [2024-11-20 22:14:41,992][root][INFO] - Device 2 is not available for rendering
166
+ [2024-11-20 22:14:41,993][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
167
+ [2024-11-20 22:14:41,993][root][INFO] - Device 2 is not available for rendering
168
+ [2024-11-20 22:14:42,019][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '2']' returned non-zero exit status 1.
169
+ [2024-11-20 22:14:42,019][root][INFO] - Device 2 is not available for rendering
170
+ [2024-11-20 22:14:42,066][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
171
+ [2024-11-20 22:14:42,067][root][INFO] - Device 3 is not available for rendering
172
+ [2024-11-20 22:14:42,074][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
173
+ [2024-11-20 22:14:42,075][root][INFO] - Device 3 is not available for rendering
174
+ [2024-11-20 22:14:42,079][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
175
+ [2024-11-20 22:14:42,079][root][INFO] - Device 3 is not available for rendering
176
+ [2024-11-20 22:14:42,101][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
177
+ [2024-11-20 22:14:42,101][root][INFO] - Device 3 is not available for rendering
178
+ [2024-11-20 22:14:42,106][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
179
+ [2024-11-20 22:14:42,106][root][INFO] - Device 3 is not available for rendering
180
+ [2024-11-20 22:14:42,111][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
181
+ [2024-11-20 22:14:42,111][root][INFO] - Device 3 is not available for rendering
182
+ [2024-11-20 22:14:42,126][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
183
+ [2024-11-20 22:14:42,127][root][INFO] - Device 3 is not available for rendering
184
+ [2024-11-20 22:14:42,136][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
185
+ [2024-11-20 22:14:42,137][root][INFO] - Device 3 is not available for rendering
186
+ [2024-11-20 22:14:42,147][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
187
+ [2024-11-20 22:14:42,147][root][INFO] - Device 3 is not available for rendering
188
+ [2024-11-20 22:14:42,163][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
189
+ [2024-11-20 22:14:42,163][root][INFO] - Device 3 is not available for rendering
190
+ [2024-11-20 22:14:42,166][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
191
+ [2024-11-20 22:14:42,166][root][INFO] - Device 3 is not available for rendering
192
+ [2024-11-20 22:14:42,171][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
193
+ [2024-11-20 22:14:42,172][root][INFO] - Device 3 is not available for rendering
194
+ [2024-11-20 22:14:42,188][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
195
+ [2024-11-20 22:14:42,188][root][INFO] - Device 3 is not available for rendering
196
+ [2024-11-20 22:14:42,195][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
197
+ [2024-11-20 22:14:42,195][root][INFO] - Device 3 is not available for rendering
198
+ [2024-11-20 22:14:42,199][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
199
+ [2024-11-20 22:14:42,199][root][INFO] - Device 3 is not available for rendering
200
+ [2024-11-20 22:14:42,202][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
201
+ [2024-11-20 22:14:42,202][root][INFO] - Device 3 is not available for rendering
202
+ [2024-11-20 22:14:42,205][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
203
+ [2024-11-20 22:14:42,205][root][INFO] - Device 3 is not available for rendering
204
+ [2024-11-20 22:14:42,212][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
205
+ [2024-11-20 22:14:42,212][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
206
+ [2024-11-20 22:14:42,213][root][INFO] - Device 3 is not available for rendering
207
+ [2024-11-20 22:14:42,213][root][INFO] - Device 3 is not available for rendering
208
+ [2024-11-20 22:14:42,227][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
209
+ [2024-11-20 22:14:42,227][root][INFO] - Device 3 is not available for rendering
210
+ [2024-11-20 22:14:42,228][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
211
+ [2024-11-20 22:14:42,228][root][INFO] - Device 3 is not available for rendering
212
+ [2024-11-20 22:14:42,235][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
213
+ [2024-11-20 22:14:42,235][root][INFO] - Device 3 is not available for rendering
214
+ [2024-11-20 22:14:42,260][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
215
+ [2024-11-20 22:14:42,260][root][INFO] - Device 3 is not available for rendering
216
+ [2024-11-20 22:14:42,267][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
217
+ [2024-11-20 22:14:42,267][root][INFO] - Device 3 is not available for rendering
218
+ [2024-11-20 22:14:42,274][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
219
+ [2024-11-20 22:14:42,274][root][INFO] - Device 3 is not available for rendering
220
+ [2024-11-20 22:14:42,281][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
221
+ [2024-11-20 22:14:42,281][root][INFO] - Device 3 is not available for rendering
222
+ [2024-11-20 22:14:42,304][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
223
+ [2024-11-20 22:14:42,305][root][INFO] - Device 3 is not available for rendering
224
+ [2024-11-20 22:14:42,313][root][INFO] - Command '['/root/mambaforge/envs/robodiff/lib/python3.9/site-packages/egl_probe/build/test_device', '3']' returned non-zero exit status 1.
225
+ [2024-11-20 22:14:42,313][root][INFO] - Device 3 is not available for rendering
226
+ [2024-11-21 05:12:39,525][urllib3.connectionpool][WARNING] - Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
227
+ [2024-11-21 05:12:39,559][urllib3.connectionpool][WARNING] - Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
228
+ [2024-11-21 05:12:39,576][urllib3.connectionpool][WARNING] - Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
229
+ [2024-11-21 05:12:39,609][urllib3.connectionpool][WARNING] - Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
230
+ [2024-11-21 05:12:39,626][urllib3.connectionpool][WARNING] - Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/
231
+ [2024-11-21 05:12:39,642][urllib3.connectionpool][WARNING] - Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(FileNotFoundError(2, 'No such file or directory'))': /api/4504800232407040/envelope/