bhe1004 commited on
Commit
89ca05f
·
verified ·
1 Parent(s): eb055c5

Add files using upload-large-folder tool

Browse files
nn/Forge.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f7039c63620053ba8ccc01fd4227563906291a51d997d7cb81e5c4cb36869ab1
3
+ size 213424595
params/agent.yaml ADDED
@@ -0,0 +1,112 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ params:
2
+ seed: 0
3
+ algo:
4
+ name: a2c_continuous
5
+ env:
6
+ clip_actions: 1.0
7
+ model:
8
+ name: continuous_a2c_logstd
9
+ network:
10
+ name: actor_critic
11
+ separate: false
12
+ space:
13
+ continuous:
14
+ mu_activation: None
15
+ sigma_activation: None
16
+ mu_init:
17
+ name: default
18
+ sigma_init:
19
+ name: const_initializer
20
+ val: 0
21
+ fixed_sigma: false
22
+ mlp:
23
+ units:
24
+ - 512
25
+ - 128
26
+ - 64
27
+ activation: elu
28
+ d2rl: false
29
+ initializer:
30
+ name: default
31
+ regularizer:
32
+ name: None
33
+ rnn:
34
+ name: lstm
35
+ units: 1024
36
+ layers: 2
37
+ before_mlp: true
38
+ concat_input: true
39
+ layer_norm: true
40
+ load_checkpoint: false
41
+ load_path: ''
42
+ config:
43
+ name: Forge
44
+ device: cuda:0
45
+ full_experiment_name: gr00t/peg_insert_dense
46
+ env_name: rlgpu
47
+ multi_gpu: false
48
+ ppo: true
49
+ mixed_precision: true
50
+ normalize_input: true
51
+ normalize_value: true
52
+ value_bootstrap: true
53
+ num_actors: 64
54
+ reward_shaper:
55
+ scale_value: 1.0
56
+ normalize_advantage: true
57
+ gamma: 0.995
58
+ tau: 0.95
59
+ learning_rate: 0.0001
60
+ lr_schedule: adaptive
61
+ schedule_type: standard
62
+ kl_threshold: 0.008
63
+ score_to_win: 20000
64
+ max_epochs: 200
65
+ save_best_after: 10
66
+ save_frequency: 100
67
+ print_stats: true
68
+ grad_norm: 1.0
69
+ entropy_coef: 0.0
70
+ truncate_grads: true
71
+ e_clip: 0.2
72
+ horizon_length: 128
73
+ minibatch_size: 512
74
+ mini_epochs: 4
75
+ critic_coef: 2
76
+ clip_value: true
77
+ seq_length: 128
78
+ bounds_loss_coef: 0.0001
79
+ central_value_config:
80
+ minibatch_size: 512
81
+ mini_epochs: 4
82
+ learning_rate: 1e-4
83
+ lr_schedule: adaptive
84
+ kl_threshold: 0.008
85
+ clip_value: true
86
+ normalize_input: true
87
+ truncate_grads: true
88
+ network:
89
+ name: actor_critic
90
+ central_value: true
91
+ mlp:
92
+ units:
93
+ - 512
94
+ - 128
95
+ - 64
96
+ activation: elu
97
+ d2rl: false
98
+ initializer:
99
+ name: default
100
+ regularizer:
101
+ name: None
102
+ rnn:
103
+ name: lstm
104
+ units: 1024
105
+ layers: 2
106
+ before_mlp: true
107
+ concat_input: true
108
+ layer_norm: true
109
+ player:
110
+ deterministic: false
111
+ device_name: cuda:0
112
+ train_dir: logs/rl_games/Forge
params/env.yaml ADDED
@@ -0,0 +1,858 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ viewer:
2
+ eye: !!python/tuple
3
+ - 7.5
4
+ - 7.5
5
+ - 7.5
6
+ lookat: !!python/tuple
7
+ - 0.0
8
+ - 0.0
9
+ - 0.0
10
+ cam_prim_path: /OmniverseKit_Persp
11
+ resolution: !!python/tuple
12
+ - 1280
13
+ - 720
14
+ origin_type: world
15
+ env_index: 0
16
+ asset_name: null
17
+ body_name: null
18
+ sim:
19
+ physics_prim_path: /physicsScene
20
+ device: cuda:0
21
+ dt: 0.008333333333333333
22
+ render_interval: 1
23
+ gravity: !!python/tuple
24
+ - 0.0
25
+ - 0.0
26
+ - -9.81
27
+ enable_scene_query_support: false
28
+ use_fabric: true
29
+ physx:
30
+ solver_type: 1
31
+ min_position_iteration_count: 1
32
+ max_position_iteration_count: 192
33
+ min_velocity_iteration_count: 0
34
+ max_velocity_iteration_count: 1
35
+ enable_ccd: false
36
+ enable_stabilization: false
37
+ enable_enhanced_determinism: false
38
+ bounce_threshold_velocity: 0.2
39
+ friction_offset_threshold: 0.01
40
+ friction_correlation_distance: 0.00625
41
+ gpu_max_rigid_contact_count: 8388608
42
+ gpu_max_rigid_patch_count: 8388608
43
+ gpu_found_lost_pairs_capacity: 2097152
44
+ gpu_found_lost_aggregate_pairs_capacity: 33554432
45
+ gpu_total_aggregate_pairs_capacity: 2097152
46
+ gpu_collision_stack_size: 268435456
47
+ gpu_heap_capacity: 67108864
48
+ gpu_temp_buffer_capacity: 16777216
49
+ gpu_max_num_partitions: 1
50
+ gpu_max_soft_body_contacts: 1048576
51
+ gpu_max_particle_contacts: 1048576
52
+ solve_articulation_contact_last: false
53
+ physics_material:
54
+ func: isaaclab.sim.spawners.materials.physics_materials:spawn_rigid_body_material
55
+ static_friction: 1.0
56
+ dynamic_friction: 1.0
57
+ restitution: 0.0
58
+ friction_combine_mode: average
59
+ restitution_combine_mode: average
60
+ compliant_contact_stiffness: 0.0
61
+ compliant_contact_damping: 0.0
62
+ render:
63
+ enable_translucency: null
64
+ enable_reflections: null
65
+ enable_global_illumination: null
66
+ antialiasing_mode: null
67
+ enable_dlssg: null
68
+ enable_dl_denoiser: null
69
+ dlss_mode: null
70
+ enable_direct_lighting: null
71
+ samples_per_pixel: null
72
+ enable_shadows: null
73
+ enable_ambient_occlusion: null
74
+ dome_light_upper_lower_strategy: null
75
+ carb_settings: null
76
+ rendering_mode: null
77
+ create_stage_in_memory: false
78
+ ui_window_class_type: isaaclab.envs.ui.base_env_window:BaseEnvWindow
79
+ seed: 0
80
+ decimation: 8
81
+ is_finite_horizon: false
82
+ episode_length_s: 10.0
83
+ scene:
84
+ num_envs: 64
85
+ env_spacing: 2.0
86
+ lazy_sensor_update: true
87
+ replicate_physics: true
88
+ filter_collisions: true
89
+ clone_in_fabric: false
90
+ events:
91
+ object_scale_mass:
92
+ func: isaaclab.envs.mdp.events:randomize_rigid_body_mass
93
+ params:
94
+ asset_cfg:
95
+ name: held_asset
96
+ joint_names: null
97
+ joint_ids: !!python/object/apply:builtins.slice
98
+ - null
99
+ - null
100
+ - null
101
+ fixed_tendon_names: null
102
+ fixed_tendon_ids: !!python/object/apply:builtins.slice
103
+ - null
104
+ - null
105
+ - null
106
+ body_names: null
107
+ body_ids: !!python/object/apply:builtins.slice
108
+ - null
109
+ - null
110
+ - null
111
+ object_collection_names: null
112
+ object_collection_ids: !!python/object/apply:builtins.slice
113
+ - null
114
+ - null
115
+ - null
116
+ preserve_order: false
117
+ mass_distribution_params: !!python/tuple
118
+ - -0.005
119
+ - 0.005
120
+ operation: add
121
+ distribution: uniform
122
+ mode: reset
123
+ interval_range_s: null
124
+ is_global_time: false
125
+ min_step_count_between_reset: 0
126
+ held_physics_material:
127
+ func: isaaclab.envs.mdp.events:randomize_rigid_body_material
128
+ params:
129
+ asset_cfg:
130
+ name: held_asset
131
+ joint_names: null
132
+ joint_ids: !!python/object/apply:builtins.slice
133
+ - null
134
+ - null
135
+ - null
136
+ fixed_tendon_names: null
137
+ fixed_tendon_ids: !!python/object/apply:builtins.slice
138
+ - null
139
+ - null
140
+ - null
141
+ body_names: null
142
+ body_ids: !!python/object/apply:builtins.slice
143
+ - null
144
+ - null
145
+ - null
146
+ object_collection_names: null
147
+ object_collection_ids: !!python/object/apply:builtins.slice
148
+ - null
149
+ - null
150
+ - null
151
+ preserve_order: false
152
+ static_friction_range: !!python/tuple
153
+ - 0.75
154
+ - 0.75
155
+ dynamic_friction_range: !!python/tuple
156
+ - 0.75
157
+ - 0.75
158
+ restitution_range: !!python/tuple
159
+ - 0.0
160
+ - 0.0
161
+ num_buckets: 1
162
+ mode: startup
163
+ interval_range_s: null
164
+ is_global_time: false
165
+ min_step_count_between_reset: 0
166
+ fixed_physics_material:
167
+ func: isaaclab.envs.mdp.events:randomize_rigid_body_material
168
+ params:
169
+ asset_cfg:
170
+ name: fixed_asset
171
+ joint_names: null
172
+ joint_ids: !!python/object/apply:builtins.slice
173
+ - null
174
+ - null
175
+ - null
176
+ fixed_tendon_names: null
177
+ fixed_tendon_ids: !!python/object/apply:builtins.slice
178
+ - null
179
+ - null
180
+ - null
181
+ body_names: null
182
+ body_ids: !!python/object/apply:builtins.slice
183
+ - null
184
+ - null
185
+ - null
186
+ object_collection_names: null
187
+ object_collection_ids: !!python/object/apply:builtins.slice
188
+ - null
189
+ - null
190
+ - null
191
+ preserve_order: false
192
+ static_friction_range: !!python/tuple
193
+ - 0.25
194
+ - 1.25
195
+ dynamic_friction_range: !!python/tuple
196
+ - 0.25
197
+ - 0.25
198
+ restitution_range: !!python/tuple
199
+ - 0.0
200
+ - 0.0
201
+ num_buckets: 128
202
+ mode: startup
203
+ interval_range_s: null
204
+ is_global_time: false
205
+ min_step_count_between_reset: 0
206
+ robot_physics_material:
207
+ func: isaaclab.envs.mdp.events:randomize_rigid_body_material
208
+ params:
209
+ asset_cfg:
210
+ name: robot
211
+ joint_names: null
212
+ joint_ids: !!python/object/apply:builtins.slice
213
+ - null
214
+ - null
215
+ - null
216
+ fixed_tendon_names: null
217
+ fixed_tendon_ids: !!python/object/apply:builtins.slice
218
+ - null
219
+ - null
220
+ - null
221
+ body_names: .*
222
+ body_ids: !!python/object/apply:builtins.slice
223
+ - null
224
+ - null
225
+ - null
226
+ object_collection_names: null
227
+ object_collection_ids: !!python/object/apply:builtins.slice
228
+ - null
229
+ - null
230
+ - null
231
+ preserve_order: false
232
+ static_friction_range: !!python/tuple
233
+ - 0.75
234
+ - 0.75
235
+ dynamic_friction_range: !!python/tuple
236
+ - 0.75
237
+ - 0.75
238
+ restitution_range: !!python/tuple
239
+ - 0.0
240
+ - 0.0
241
+ num_buckets: 1
242
+ mode: startup
243
+ interval_range_s: null
244
+ is_global_time: false
245
+ min_step_count_between_reset: 0
246
+ dead_zone_thresholds:
247
+ func: vla_lab.tasks.direct.base_line.forge.forge_events:randomize_dead_zone
248
+ params: {}
249
+ mode: interval
250
+ interval_range_s: !!python/tuple
251
+ - 2.0
252
+ - 2.0
253
+ is_global_time: false
254
+ min_step_count_between_reset: 0
255
+ observation_space: 21
256
+ num_observations: null
257
+ state_space: 72
258
+ num_states: null
259
+ observation_noise_model: null
260
+ action_space: 7
261
+ num_actions: null
262
+ action_noise_model: null
263
+ rerender_on_reset: false
264
+ wait_for_textures: true
265
+ xr: null
266
+ log_dir: null
267
+ obs_order:
268
+ - fingertip_pos_rel_fixed
269
+ - fingertip_quat
270
+ - ee_linvel
271
+ - ee_angvel
272
+ - ft_force
273
+ - force_threshold
274
+ state_order:
275
+ - fingertip_pos
276
+ - fingertip_quat
277
+ - ee_linvel
278
+ - ee_angvel
279
+ - joint_pos
280
+ - held_pos
281
+ - held_pos_rel_fixed
282
+ - held_quat
283
+ - fixed_pos
284
+ - fixed_quat
285
+ - task_prop_gains
286
+ - ema_factor
287
+ - ft_force
288
+ - pos_threshold
289
+ - rot_threshold
290
+ - force_threshold
291
+ task_name: peg_insert
292
+ task:
293
+ robot_cfg:
294
+ robot_usd: ''
295
+ franka_fingerpad_length: 0.01
296
+ friction: 0.75
297
+ name: peg_insert
298
+ fixed_asset_cfg:
299
+ usd_path: https://omniverse-content-production.s3-us-west-2.amazonaws.com/Assets/Isaac/5.1/Isaac/IsaacLab/Factory/factory_hole_8mm.usd
300
+ diameter: 0.0081
301
+ height: 0.025
302
+ base_height: 0.0
303
+ friction: 0.75
304
+ mass: 0.05
305
+ held_asset_cfg:
306
+ usd_path: https://omniverse-content-production.s3-us-west-2.amazonaws.com/Assets/Isaac/5.1/Isaac/IsaacLab/Factory/factory_peg_8mm.usd
307
+ diameter: 0.007986
308
+ height: 0.05
309
+ friction: 0.75
310
+ mass: 0.019
311
+ asset_size: 8.0
312
+ hand_init_pos:
313
+ - 0.0
314
+ - 0.0
315
+ - 0.047
316
+ hand_init_pos_noise:
317
+ - 0.02
318
+ - 0.02
319
+ - 0.01
320
+ hand_init_orn:
321
+ - 3.1416
322
+ - 0.0
323
+ - 0.0
324
+ hand_init_orn_noise:
325
+ - 0.0
326
+ - 0.0
327
+ - 0.785
328
+ unidirectional_rot: false
329
+ fixed_asset_init_pos_noise:
330
+ - 0.05
331
+ - 0.05
332
+ - 0.05
333
+ fixed_asset_init_orn_deg: 0.0
334
+ fixed_asset_init_orn_range_deg: 360.0
335
+ held_asset_pos_noise:
336
+ - 0.003
337
+ - 0.0
338
+ - 0.003
339
+ held_asset_rot_init: 0.0
340
+ ee_success_yaw: 0.0
341
+ action_penalty_ee_scale: 0.0
342
+ action_grad_penalty_scale: 0.0
343
+ num_keypoints: 4
344
+ keypoint_scale: 0.15
345
+ keypoint_coef_baseline:
346
+ - 5
347
+ - 4
348
+ keypoint_coef_coarse:
349
+ - 50
350
+ - 2
351
+ keypoint_coef_fine:
352
+ - 100
353
+ - 0
354
+ success_threshold: 0.04
355
+ engage_threshold: 0.9
356
+ duration_s: 10.0
357
+ action_penalty_asset_scale: 0.001
358
+ contact_penalty_scale: 1.0e-05
359
+ delay_until_ratio: 0.25
360
+ contact_penalty_threshold_range:
361
+ - 5.0
362
+ - 10.0
363
+ force_shaping_lambda: 0.01
364
+ fixed_asset:
365
+ class_type: isaaclab.assets.articulation.articulation:Articulation
366
+ prim_path: /World/envs/env_.*/FixedAsset
367
+ spawn:
368
+ func: isaaclab.sim.spawners.from_files.from_files:spawn_from_usd
369
+ visible: true
370
+ semantic_tags: null
371
+ copy_from_source: true
372
+ mass_props:
373
+ mass: 0.05
374
+ density: null
375
+ deformable_props: null
376
+ rigid_props:
377
+ rigid_body_enabled: null
378
+ kinematic_enabled: null
379
+ disable_gravity: false
380
+ linear_damping: 0.0
381
+ angular_damping: 0.0
382
+ max_linear_velocity: 1000.0
383
+ max_angular_velocity: 3666.0
384
+ max_depenetration_velocity: 5.0
385
+ max_contact_impulse: 1.0e+32
386
+ enable_gyroscopic_forces: true
387
+ retain_accelerations: null
388
+ solver_position_iteration_count: 192
389
+ solver_velocity_iteration_count: 1
390
+ sleep_threshold: null
391
+ stabilization_threshold: null
392
+ collision_props:
393
+ collision_enabled: null
394
+ contact_offset: 0.005
395
+ rest_offset: 0.0
396
+ torsional_patch_radius: null
397
+ min_torsional_patch_radius: null
398
+ activate_contact_sensors: true
399
+ scale: null
400
+ articulation_props: null
401
+ fixed_tendons_props: null
402
+ spatial_tendons_props: null
403
+ joint_drive_props: null
404
+ visual_material_path: material
405
+ visual_material: null
406
+ usd_path: https://omniverse-content-production.s3-us-west-2.amazonaws.com/Assets/Isaac/5.1/Isaac/IsaacLab/Factory/factory_hole_8mm.usd
407
+ variants: null
408
+ init_state:
409
+ pos: !!python/tuple
410
+ - 0.6
411
+ - 0.0
412
+ - 0.05
413
+ rot: !!python/tuple
414
+ - 1.0
415
+ - 0.0
416
+ - 0.0
417
+ - 0.0
418
+ lin_vel: !!python/tuple
419
+ - 0.0
420
+ - 0.0
421
+ - 0.0
422
+ ang_vel: !!python/tuple
423
+ - 0.0
424
+ - 0.0
425
+ - 0.0
426
+ joint_pos: {}
427
+ joint_vel: {}
428
+ collision_group: 0
429
+ debug_vis: false
430
+ articulation_root_prim_path: null
431
+ soft_joint_pos_limit_factor: 1.0
432
+ actuators: {}
433
+ actuator_value_resolution_debug_print: false
434
+ held_asset:
435
+ class_type: isaaclab.assets.articulation.articulation:Articulation
436
+ prim_path: /World/envs/env_.*/HeldAsset
437
+ spawn:
438
+ func: isaaclab.sim.spawners.from_files.from_files:spawn_from_usd
439
+ visible: true
440
+ semantic_tags: null
441
+ copy_from_source: true
442
+ mass_props:
443
+ mass: 0.019
444
+ density: null
445
+ deformable_props: null
446
+ rigid_props:
447
+ rigid_body_enabled: null
448
+ kinematic_enabled: null
449
+ disable_gravity: true
450
+ linear_damping: 0.0
451
+ angular_damping: 0.0
452
+ max_linear_velocity: 1000.0
453
+ max_angular_velocity: 3666.0
454
+ max_depenetration_velocity: 5.0
455
+ max_contact_impulse: 1.0e+32
456
+ enable_gyroscopic_forces: true
457
+ retain_accelerations: null
458
+ solver_position_iteration_count: 192
459
+ solver_velocity_iteration_count: 1
460
+ sleep_threshold: null
461
+ stabilization_threshold: null
462
+ collision_props:
463
+ collision_enabled: null
464
+ contact_offset: 0.005
465
+ rest_offset: 0.0
466
+ torsional_patch_radius: null
467
+ min_torsional_patch_radius: null
468
+ activate_contact_sensors: true
469
+ scale: null
470
+ articulation_props: null
471
+ fixed_tendons_props: null
472
+ spatial_tendons_props: null
473
+ joint_drive_props: null
474
+ visual_material_path: material
475
+ visual_material: null
476
+ usd_path: https://omniverse-content-production.s3-us-west-2.amazonaws.com/Assets/Isaac/5.1/Isaac/IsaacLab/Factory/factory_peg_8mm.usd
477
+ variants: null
478
+ init_state:
479
+ pos: !!python/tuple
480
+ - 0.0
481
+ - 0.4
482
+ - 0.1
483
+ rot: !!python/tuple
484
+ - 1.0
485
+ - 0.0
486
+ - 0.0
487
+ - 0.0
488
+ lin_vel: !!python/tuple
489
+ - 0.0
490
+ - 0.0
491
+ - 0.0
492
+ ang_vel: !!python/tuple
493
+ - 0.0
494
+ - 0.0
495
+ - 0.0
496
+ joint_pos: {}
497
+ joint_vel: {}
498
+ collision_group: 0
499
+ debug_vis: false
500
+ articulation_root_prim_path: null
501
+ soft_joint_pos_limit_factor: 1.0
502
+ actuators: {}
503
+ actuator_value_resolution_debug_print: false
504
+ obs_rand:
505
+ fixed_asset_pos:
506
+ - 0.001
507
+ - 0.001
508
+ - 0.001
509
+ fingertip_pos: 0.00025
510
+ fingertip_rot_deg: 0.1
511
+ ft_force: 1.0
512
+ ctrl:
513
+ ema_factor: 0.2
514
+ pos_action_bounds:
515
+ - 0.05
516
+ - 0.05
517
+ - 0.05
518
+ rot_action_bounds:
519
+ - 1.0
520
+ - 1.0
521
+ - 1.0
522
+ pos_action_threshold:
523
+ - 0.02
524
+ - 0.02
525
+ - 0.02
526
+ rot_action_threshold:
527
+ - 0.097
528
+ - 0.097
529
+ - 0.097
530
+ reset_joints:
531
+ - 0.0015178
532
+ - -0.19651
533
+ - -0.0014364
534
+ - -1.9761
535
+ - -0.00027717
536
+ - 1.7796
537
+ - 0.78556
538
+ reset_task_prop_gains:
539
+ - 300
540
+ - 300
541
+ - 300
542
+ - 20
543
+ - 20
544
+ - 20
545
+ reset_rot_deriv_scale: 10.0
546
+ default_task_prop_gains:
547
+ - 565.0
548
+ - 565.0
549
+ - 565.0
550
+ - 28.0
551
+ - 28.0
552
+ - 28.0
553
+ default_dof_pos_tensor:
554
+ - -1.3003
555
+ - -0.4015
556
+ - 1.1791
557
+ - -2.1493
558
+ - 0.4001
559
+ - 1.9425
560
+ - 0.4754
561
+ kp_null: 10.0
562
+ kd_null: 6.3246
563
+ ema_factor_range:
564
+ - 0.025
565
+ - 0.1
566
+ task_prop_gains_noise_level:
567
+ - 0.41
568
+ - 0.41
569
+ - 0.41
570
+ - 0.41
571
+ - 0.41
572
+ - 0.41
573
+ pos_threshold_noise_level:
574
+ - 0.25
575
+ - 0.25
576
+ - 0.25
577
+ rot_threshold_noise_level:
578
+ - 0.29
579
+ - 0.29
580
+ - 0.29
581
+ default_dead_zone:
582
+ - 5.0
583
+ - 5.0
584
+ - 5.0
585
+ - 1.0
586
+ - 1.0
587
+ - 1.0
588
+ robot:
589
+ class_type: isaaclab.assets.articulation.articulation:Articulation
590
+ prim_path: /World/envs/env_.*/Robot
591
+ spawn:
592
+ func: isaaclab.sim.spawners.from_files.from_files:spawn_from_usd
593
+ visible: true
594
+ semantic_tags: null
595
+ copy_from_source: true
596
+ mass_props: null
597
+ deformable_props: null
598
+ rigid_props:
599
+ rigid_body_enabled: null
600
+ kinematic_enabled: null
601
+ disable_gravity: true
602
+ linear_damping: 0.0
603
+ angular_damping: 0.0
604
+ max_linear_velocity: 1000.0
605
+ max_angular_velocity: 3666.0
606
+ max_depenetration_velocity: 5.0
607
+ max_contact_impulse: 1.0e+32
608
+ enable_gyroscopic_forces: true
609
+ retain_accelerations: null
610
+ solver_position_iteration_count: 192
611
+ solver_velocity_iteration_count: 1
612
+ sleep_threshold: null
613
+ stabilization_threshold: null
614
+ collision_props:
615
+ collision_enabled: null
616
+ contact_offset: 0.005
617
+ rest_offset: 0.0
618
+ torsional_patch_radius: null
619
+ min_torsional_patch_radius: null
620
+ activate_contact_sensors: true
621
+ scale: null
622
+ articulation_props:
623
+ articulation_enabled: null
624
+ enabled_self_collisions: false
625
+ solver_position_iteration_count: 192
626
+ solver_velocity_iteration_count: 1
627
+ sleep_threshold: null
628
+ stabilization_threshold: null
629
+ fix_root_link: null
630
+ fixed_tendons_props: null
631
+ spatial_tendons_props: null
632
+ joint_drive_props: null
633
+ visual_material_path: material
634
+ visual_material: null
635
+ usd_path: https://omniverse-content-production.s3-us-west-2.amazonaws.com/Assets/Isaac/5.1/Isaac/IsaacLab/Factory/franka_mimic.usd
636
+ variants: null
637
+ init_state:
638
+ pos: !!python/tuple
639
+ - 0.0
640
+ - 0.0
641
+ - 0.0
642
+ rot: !!python/tuple
643
+ - 1.0
644
+ - 0.0
645
+ - 0.0
646
+ - 0.0
647
+ lin_vel: !!python/tuple
648
+ - 0.0
649
+ - 0.0
650
+ - 0.0
651
+ ang_vel: !!python/tuple
652
+ - 0.0
653
+ - 0.0
654
+ - 0.0
655
+ joint_pos:
656
+ panda_joint1: 0.00871
657
+ panda_joint2: -0.10368
658
+ panda_joint3: -0.00794
659
+ panda_joint4: -1.49139
660
+ panda_joint5: -0.00083
661
+ panda_joint6: 1.38774
662
+ panda_joint7: 0.0
663
+ panda_finger_joint2: 0.04
664
+ joint_vel:
665
+ .*: 0.0
666
+ collision_group: 0
667
+ debug_vis: false
668
+ articulation_root_prim_path: null
669
+ soft_joint_pos_limit_factor: 1.0
670
+ actuators:
671
+ panda_arm1:
672
+ class_type: isaaclab.actuators.actuator_pd:ImplicitActuator
673
+ joint_names_expr:
674
+ - panda_joint[1-4]
675
+ effort_limit: null
676
+ velocity_limit: null
677
+ effort_limit_sim: 87
678
+ velocity_limit_sim: 124.6
679
+ stiffness: 0.0
680
+ damping: 0.0
681
+ armature: 0.0
682
+ friction: 0.0
683
+ dynamic_friction: null
684
+ viscous_friction: null
685
+ panda_arm2:
686
+ class_type: isaaclab.actuators.actuator_pd:ImplicitActuator
687
+ joint_names_expr:
688
+ - panda_joint[5-7]
689
+ effort_limit: null
690
+ velocity_limit: null
691
+ effort_limit_sim: 12
692
+ velocity_limit_sim: 149.5
693
+ stiffness: 0.0
694
+ damping: 0.0
695
+ armature: 0.0
696
+ friction: 0.0
697
+ dynamic_friction: null
698
+ viscous_friction: null
699
+ panda_hand:
700
+ class_type: isaaclab.actuators.actuator_pd:ImplicitActuator
701
+ joint_names_expr:
702
+ - panda_finger_joint[1-2]
703
+ effort_limit: null
704
+ velocity_limit: null
705
+ effort_limit_sim: 40.0
706
+ velocity_limit_sim: 0.04
707
+ stiffness: 7500.0
708
+ damping: 173.0
709
+ armature: 0.0
710
+ friction: 0.1
711
+ dynamic_friction: null
712
+ viscous_friction: null
713
+ actuator_value_resolution_debug_print: false
714
+ ft_smoothing_factor: 0.25
715
+ left_camera:
716
+ class_type: isaaclab.sensors.camera.tiled_camera:TiledCamera
717
+ prim_path: /World/envs/env_.*/left_camera
718
+ update_period: 0.0
719
+ history_length: 0
720
+ debug_vis: false
721
+ offset:
722
+ pos: !!python/tuple
723
+ - 0.6
724
+ - 0.6
725
+ - 0.4
726
+ rot: !!python/tuple
727
+ - 0.0
728
+ - 0.0
729
+ - -0.46175
730
+ - -0.88701
731
+ convention: opengl
732
+ spawn:
733
+ func: isaaclab.sim.spawners.sensors.sensors:spawn_camera
734
+ visible: true
735
+ semantic_tags: null
736
+ copy_from_source: true
737
+ projection_type: pinhole
738
+ clipping_range: !!python/tuple
739
+ - 0.1
740
+ - 100000.0
741
+ focal_length: 24.0
742
+ focus_distance: 400.0
743
+ f_stop: 0.0
744
+ horizontal_aperture: 20.955
745
+ vertical_aperture: null
746
+ horizontal_aperture_offset: 0.0
747
+ vertical_aperture_offset: 0.0
748
+ lock_camera: true
749
+ depth_clipping_behavior: none
750
+ data_types:
751
+ - rgb
752
+ width: 256
753
+ height: 256
754
+ update_latest_camera_pose: false
755
+ semantic_filter: '*:*'
756
+ colorize_semantic_segmentation: true
757
+ colorize_instance_id_segmentation: true
758
+ colorize_instance_segmentation: true
759
+ semantic_segmentation_mapping: {}
760
+ right_camera:
761
+ class_type: isaaclab.sensors.camera.tiled_camera:TiledCamera
762
+ prim_path: /World/envs/env_.*/right_camera
763
+ update_period: 0.0
764
+ history_length: 0
765
+ debug_vis: false
766
+ offset:
767
+ pos: !!python/tuple
768
+ - 0.6
769
+ - -0.6
770
+ - 0.4
771
+ rot: !!python/tuple
772
+ - 0.88701
773
+ - 0.46175
774
+ - 0.0
775
+ - 0.0
776
+ convention: opengl
777
+ spawn:
778
+ func: isaaclab.sim.spawners.sensors.sensors:spawn_camera
779
+ visible: true
780
+ semantic_tags: null
781
+ copy_from_source: true
782
+ projection_type: pinhole
783
+ clipping_range: !!python/tuple
784
+ - 0.1
785
+ - 100000.0
786
+ focal_length: 24.0
787
+ focus_distance: 400.0
788
+ f_stop: 0.0
789
+ horizontal_aperture: 20.955
790
+ vertical_aperture: null
791
+ horizontal_aperture_offset: 0.0
792
+ vertical_aperture_offset: 0.0
793
+ lock_camera: true
794
+ depth_clipping_behavior: none
795
+ data_types:
796
+ - rgb
797
+ width: 256
798
+ height: 256
799
+ update_latest_camera_pose: false
800
+ semantic_filter: '*:*'
801
+ colorize_semantic_segmentation: true
802
+ colorize_instance_id_segmentation: true
803
+ colorize_instance_segmentation: true
804
+ semantic_segmentation_mapping: {}
805
+ wrist_camera:
806
+ class_type: isaaclab.sensors.camera.tiled_camera:TiledCamera
807
+ prim_path: /World/envs/env_.*/Robot/panda_hand/wrist_camera
808
+ update_period: 0.0
809
+ history_length: 0
810
+ debug_vis: false
811
+ offset:
812
+ pos: !!python/tuple
813
+ - 0.05
814
+ - 0.0
815
+ - 0.0
816
+ rot: !!python/tuple
817
+ - 0.7032332
818
+ - -0.0739128
819
+ - -0.0739128
820
+ - 0.7032332
821
+ convention: ros
822
+ spawn:
823
+ func: isaaclab.sim.spawners.sensors.sensors:spawn_camera
824
+ visible: true
825
+ semantic_tags: null
826
+ copy_from_source: true
827
+ projection_type: pinhole
828
+ clipping_range: !!python/tuple
829
+ - 0.1
830
+ - 100000.0
831
+ focal_length: 24.0
832
+ focus_distance: 400.0
833
+ f_stop: 0.0
834
+ horizontal_aperture: 20.955
835
+ vertical_aperture: null
836
+ horizontal_aperture_offset: 0.0
837
+ vertical_aperture_offset: 0.0
838
+ lock_camera: true
839
+ depth_clipping_behavior: none
840
+ data_types:
841
+ - rgb
842
+ width: 256
843
+ height: 256
844
+ update_latest_camera_pose: false
845
+ semantic_filter: '*:*'
846
+ colorize_semantic_segmentation: true
847
+ colorize_instance_id_segmentation: true
848
+ colorize_instance_segmentation: true
849
+ semantic_segmentation_mapping: {}
850
+ is_demo_save: false
851
+ demo_save_cfg:
852
+ dataset_path: /home/hyunho_RCI/datasets/gr00t-rl/forge/peg_insert
853
+ chunk_id: chunk-000
854
+ video_dir:
855
+ left_camera: /home/hyunho_RCI/datasets/gr00t-rl/forge/peg_insert/videos/chunk-000/observation.images.left_view
856
+ right_camera: /home/hyunho_RCI/datasets/gr00t-rl/forge/peg_insert/videos/chunk-000/observation.images.right_view
857
+ wrist_camera: /home/hyunho_RCI/datasets/gr00t-rl/forge/peg_insert/videos/chunk-000/observation.images.wrist_view
858
+ data_dir: /home/hyunho_RCI/datasets/gr00t-rl/forge/peg_insert/data/chunk-000
summaries/events.out.tfevents.1782296873.aigpu0502 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:689bc68945520c0f212c9be87adda075c41ad1dcdee1e7d430fe403d9427c310
3
+ size 1417592
summaries/events.out.tfevents.1782353331.aigpu0502 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:df399c82ce1dc6b037611573a27429a67ed6425f74c4dd9bcc080cb7c6a8f6e1
3
+ size 172066
summaries/events.out.tfevents.1782355486.aigpu0502 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ccb5833cf6a43bc50bacca8c043b3d144c9ea0b36c0775167d5564a9ca568168
3
+ size 1558432