Datasets:
Tasks:
Robotics
Languages:
English
ArXiv:
Tags:
robotics
robotic-manipulation
bimanual-manipulation
vision-language-model
conference-on-robot-learning
corl2024
License:
arthur801031
commited on
Delete put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing
Browse files- put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing/PERACT_BC/seed11/config.yaml +0 -119
- put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing/PERACT_BC/seed11/train_data.csv +0 -0
- put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing/PERACT_BC/seed11/weights/430000/QAttentionAgent_layer0.pt +0 -3
- put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing/PERACT_BC/train.log +0 -492
put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing/PERACT_BC/seed11/config.yaml
DELETED
@@ -1,119 +0,0 @@
|
|
1 |
-
ddp:
|
2 |
-
master_addr: localhost
|
3 |
-
master_port: 28501
|
4 |
-
num_devices: 1
|
5 |
-
rlbench:
|
6 |
-
task_name: put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing
|
7 |
-
tasks:
|
8 |
-
- put_item_in_drawer
|
9 |
-
demos: 10
|
10 |
-
demo_path: /home/arthur/bimani/peract/data/train/put_item_in_drawer_10_demos_corl_v3
|
11 |
-
episode_length: 25
|
12 |
-
cameras:
|
13 |
-
- front
|
14 |
-
- wrist
|
15 |
-
- wrist2
|
16 |
-
camera_resolution:
|
17 |
-
- 128
|
18 |
-
- 128
|
19 |
-
scene_bounds:
|
20 |
-
- -0.8
|
21 |
-
- -1.0
|
22 |
-
- 0.8
|
23 |
-
- 1.2
|
24 |
-
- 1.0
|
25 |
-
- 2.8
|
26 |
-
include_lang_goal_in_obs: true
|
27 |
-
replay:
|
28 |
-
batch_size: 1
|
29 |
-
timesteps: 1
|
30 |
-
prioritisation: false
|
31 |
-
task_uniform: true
|
32 |
-
use_disk: true
|
33 |
-
path: /tmp/replay_28501
|
34 |
-
max_parallel_processes: 16
|
35 |
-
framework:
|
36 |
-
log_freq: 1000
|
37 |
-
save_freq: 10000
|
38 |
-
train_envs: 1
|
39 |
-
replay_ratio: ${replay.batch_size}
|
40 |
-
transitions_before_train: 200
|
41 |
-
tensorboard_logging: false
|
42 |
-
csv_logging: true
|
43 |
-
training_iterations: 1000000
|
44 |
-
gpu: 0
|
45 |
-
env_gpu: 0
|
46 |
-
logdir: /home/arthur/bimani/peract/logs/
|
47 |
-
logging_level: 20
|
48 |
-
seeds: 1
|
49 |
-
start_seed: 11
|
50 |
-
load_existing_weights: true
|
51 |
-
num_weights_to_keep: 100
|
52 |
-
num_workers: 0
|
53 |
-
record_every_n: 5
|
54 |
-
wandb_logging: true
|
55 |
-
method:
|
56 |
-
name: PERACT_BC
|
57 |
-
image_crop_size: 64
|
58 |
-
bounds_offset:
|
59 |
-
- 0.15
|
60 |
-
voxel_sizes:
|
61 |
-
- 50
|
62 |
-
include_prev_layer: false
|
63 |
-
num_latents: 2048
|
64 |
-
latent_dim: 512
|
65 |
-
transformer_depth: 6
|
66 |
-
transformer_iterations: 1
|
67 |
-
cross_heads: 1
|
68 |
-
cross_dim_head: 64
|
69 |
-
latent_heads: 8
|
70 |
-
latent_dim_head: 64
|
71 |
-
pos_encoding_with_lang: true
|
72 |
-
conv_downsample: true
|
73 |
-
lang_fusion_type: seq
|
74 |
-
voxel_patch_size: 5
|
75 |
-
voxel_patch_stride: 5
|
76 |
-
final_dim: 64
|
77 |
-
input_dropout: 0.1
|
78 |
-
attn_dropout: 0.1
|
79 |
-
decoder_dropout: 0.0
|
80 |
-
lr: 0.0005
|
81 |
-
lr_scheduler: false
|
82 |
-
num_warmup_steps: 3000
|
83 |
-
optimizer: lamb
|
84 |
-
lambda_weight_l2: 1.0e-06
|
85 |
-
trans_loss_weight: 1.0
|
86 |
-
rot_loss_weight: 1.0
|
87 |
-
grip_loss_weight: 1.0
|
88 |
-
collision_loss_weight: 1.0
|
89 |
-
rotation_resolution: 5
|
90 |
-
activation: lrelu
|
91 |
-
norm: None
|
92 |
-
crop_augmentation: true
|
93 |
-
transform_augmentation:
|
94 |
-
apply_se3: true
|
95 |
-
aug_xyz:
|
96 |
-
- 0.125
|
97 |
-
- 0.125
|
98 |
-
- 0.125
|
99 |
-
aug_rpy:
|
100 |
-
- 0.0
|
101 |
-
- 0.0
|
102 |
-
- 45.0
|
103 |
-
aug_rot_resolution: ${method.rotation_resolution}
|
104 |
-
demo_augmentation: true
|
105 |
-
demo_augmentation_every_n: 10
|
106 |
-
no_skip_connection: false
|
107 |
-
no_perceiver: false
|
108 |
-
no_language: false
|
109 |
-
keypoint_method: heuristic
|
110 |
-
which_arm: assistive
|
111 |
-
variant: two_policies
|
112 |
-
crop_target_obj_voxel: true
|
113 |
-
crop_radius: 0.4
|
114 |
-
randomizations_crop_point: false
|
115 |
-
arm_pred_loss: true
|
116 |
-
arm_pred_input: false
|
117 |
-
arm_id_to_proprio: false
|
118 |
-
saved_every_last_inserted: 0
|
119 |
-
use_default_stopped_buffer_timesteps: false
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing/PERACT_BC/seed11/train_data.csv
DELETED
The diff for this file is too large to render.
See raw diff
|
|
put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing/PERACT_BC/seed11/weights/430000/QAttentionAgent_layer0.pt
DELETED
@@ -1,3 +0,0 @@
|
|
1 |
-
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:cf902d04c691ae5777114516b396dfc77be870098baf78e2d13f9576ef5fa3a5
|
3 |
-
size 138726115
|
|
|
|
|
|
|
|
put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing/PERACT_BC/train.log
DELETED
@@ -1,492 +0,0 @@
|
|
1 |
-
[2024-05-01 10:26:38,963][root][INFO] -
|
2 |
-
ddp:
|
3 |
-
master_addr: localhost
|
4 |
-
master_port: 28501
|
5 |
-
num_devices: 1
|
6 |
-
rlbench:
|
7 |
-
task_name: put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing
|
8 |
-
tasks:
|
9 |
-
- put_item_in_drawer
|
10 |
-
demos: 10
|
11 |
-
demo_path: /home/arthur/bimani/peract/data/train/put_item_in_drawer_10_demos_corl_v3
|
12 |
-
episode_length: 25
|
13 |
-
cameras:
|
14 |
-
- front
|
15 |
-
- wrist
|
16 |
-
- wrist2
|
17 |
-
camera_resolution:
|
18 |
-
- 128
|
19 |
-
- 128
|
20 |
-
scene_bounds:
|
21 |
-
- -0.8
|
22 |
-
- -1.0
|
23 |
-
- 0.8
|
24 |
-
- 1.2
|
25 |
-
- 1.0
|
26 |
-
- 2.8
|
27 |
-
include_lang_goal_in_obs: true
|
28 |
-
replay:
|
29 |
-
batch_size: 1
|
30 |
-
timesteps: 1
|
31 |
-
prioritisation: false
|
32 |
-
task_uniform: true
|
33 |
-
use_disk: true
|
34 |
-
path: /tmp/replay_28501
|
35 |
-
max_parallel_processes: 16
|
36 |
-
framework:
|
37 |
-
log_freq: 1000
|
38 |
-
save_freq: 10000
|
39 |
-
train_envs: 1
|
40 |
-
replay_ratio: ${replay.batch_size}
|
41 |
-
transitions_before_train: 200
|
42 |
-
tensorboard_logging: false
|
43 |
-
csv_logging: true
|
44 |
-
training_iterations: 1000000
|
45 |
-
gpu: 0
|
46 |
-
env_gpu: 0
|
47 |
-
logdir: /home/arthur/bimani/peract/logs/
|
48 |
-
logging_level: 20
|
49 |
-
seeds: 1
|
50 |
-
start_seed: 11
|
51 |
-
load_existing_weights: true
|
52 |
-
num_weights_to_keep: 100
|
53 |
-
num_workers: 0
|
54 |
-
record_every_n: 5
|
55 |
-
wandb_logging: true
|
56 |
-
method:
|
57 |
-
name: PERACT_BC
|
58 |
-
image_crop_size: 64
|
59 |
-
bounds_offset:
|
60 |
-
- 0.15
|
61 |
-
voxel_sizes:
|
62 |
-
- 50
|
63 |
-
include_prev_layer: false
|
64 |
-
num_latents: 2048
|
65 |
-
latent_dim: 512
|
66 |
-
transformer_depth: 6
|
67 |
-
transformer_iterations: 1
|
68 |
-
cross_heads: 1
|
69 |
-
cross_dim_head: 64
|
70 |
-
latent_heads: 8
|
71 |
-
latent_dim_head: 64
|
72 |
-
pos_encoding_with_lang: true
|
73 |
-
conv_downsample: true
|
74 |
-
lang_fusion_type: seq
|
75 |
-
voxel_patch_size: 5
|
76 |
-
voxel_patch_stride: 5
|
77 |
-
final_dim: 64
|
78 |
-
input_dropout: 0.1
|
79 |
-
attn_dropout: 0.1
|
80 |
-
decoder_dropout: 0.0
|
81 |
-
lr: 0.0005
|
82 |
-
lr_scheduler: false
|
83 |
-
num_warmup_steps: 3000
|
84 |
-
optimizer: lamb
|
85 |
-
lambda_weight_l2: 1.0e-06
|
86 |
-
trans_loss_weight: 1.0
|
87 |
-
rot_loss_weight: 1.0
|
88 |
-
grip_loss_weight: 1.0
|
89 |
-
collision_loss_weight: 1.0
|
90 |
-
rotation_resolution: 5
|
91 |
-
activation: lrelu
|
92 |
-
norm: None
|
93 |
-
crop_augmentation: true
|
94 |
-
transform_augmentation:
|
95 |
-
apply_se3: true
|
96 |
-
aug_xyz:
|
97 |
-
- 0.125
|
98 |
-
- 0.125
|
99 |
-
- 0.125
|
100 |
-
aug_rpy:
|
101 |
-
- 0.0
|
102 |
-
- 0.0
|
103 |
-
- 45.0
|
104 |
-
aug_rot_resolution: ${method.rotation_resolution}
|
105 |
-
demo_augmentation: true
|
106 |
-
demo_augmentation_every_n: 10
|
107 |
-
no_skip_connection: false
|
108 |
-
no_perceiver: false
|
109 |
-
no_language: false
|
110 |
-
keypoint_method: heuristic
|
111 |
-
which_arm: assistive
|
112 |
-
variant: two_policies
|
113 |
-
crop_target_obj_voxel: true
|
114 |
-
crop_radius: 0.4
|
115 |
-
randomizations_crop_point: false
|
116 |
-
arm_pred_loss: true
|
117 |
-
arm_pred_input: false
|
118 |
-
arm_id_to_proprio: false
|
119 |
-
saved_every_last_inserted: 0
|
120 |
-
use_default_stopped_buffer_timesteps: false
|
121 |
-
|
122 |
-
[2024-05-01 10:26:38,971][root][INFO] - CWD:/home/arthur/bimani/peract/logs/put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing/PERACT_BC
|
123 |
-
[2024-05-01 10:26:51,682][root][INFO] - Starting seed 11.
|
124 |
-
[2024-05-02 11:46:45,661][root][INFO] -
|
125 |
-
ddp:
|
126 |
-
master_addr: localhost
|
127 |
-
master_port: 28501
|
128 |
-
num_devices: 1
|
129 |
-
rlbench:
|
130 |
-
task_name: put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing
|
131 |
-
tasks:
|
132 |
-
- put_item_in_drawer
|
133 |
-
demos: 10
|
134 |
-
demo_path: /home/arthur/bimani/peract/data/train/put_item_in_drawer_10_demos_corl_v3
|
135 |
-
episode_length: 25
|
136 |
-
cameras:
|
137 |
-
- front
|
138 |
-
- wrist
|
139 |
-
- wrist2
|
140 |
-
camera_resolution:
|
141 |
-
- 128
|
142 |
-
- 128
|
143 |
-
scene_bounds:
|
144 |
-
- -0.8
|
145 |
-
- -1.0
|
146 |
-
- 0.8
|
147 |
-
- 1.2
|
148 |
-
- 1.0
|
149 |
-
- 2.8
|
150 |
-
include_lang_goal_in_obs: true
|
151 |
-
replay:
|
152 |
-
batch_size: 1
|
153 |
-
timesteps: 1
|
154 |
-
prioritisation: false
|
155 |
-
task_uniform: true
|
156 |
-
use_disk: true
|
157 |
-
path: /tmp/replay_28501
|
158 |
-
max_parallel_processes: 16
|
159 |
-
framework:
|
160 |
-
log_freq: 1000
|
161 |
-
save_freq: 10000
|
162 |
-
train_envs: 1
|
163 |
-
replay_ratio: ${replay.batch_size}
|
164 |
-
transitions_before_train: 200
|
165 |
-
tensorboard_logging: false
|
166 |
-
csv_logging: true
|
167 |
-
training_iterations: 1000000
|
168 |
-
gpu: 0
|
169 |
-
env_gpu: 0
|
170 |
-
logdir: /home/arthur/bimani/peract/logs/
|
171 |
-
logging_level: 20
|
172 |
-
seeds: 1
|
173 |
-
start_seed: 11
|
174 |
-
load_existing_weights: true
|
175 |
-
num_weights_to_keep: 100
|
176 |
-
num_workers: 0
|
177 |
-
record_every_n: 5
|
178 |
-
wandb_logging: true
|
179 |
-
method:
|
180 |
-
name: PERACT_BC
|
181 |
-
image_crop_size: 64
|
182 |
-
bounds_offset:
|
183 |
-
- 0.15
|
184 |
-
voxel_sizes:
|
185 |
-
- 50
|
186 |
-
include_prev_layer: false
|
187 |
-
num_latents: 2048
|
188 |
-
latent_dim: 512
|
189 |
-
transformer_depth: 6
|
190 |
-
transformer_iterations: 1
|
191 |
-
cross_heads: 1
|
192 |
-
cross_dim_head: 64
|
193 |
-
latent_heads: 8
|
194 |
-
latent_dim_head: 64
|
195 |
-
pos_encoding_with_lang: true
|
196 |
-
conv_downsample: true
|
197 |
-
lang_fusion_type: seq
|
198 |
-
voxel_patch_size: 5
|
199 |
-
voxel_patch_stride: 5
|
200 |
-
final_dim: 64
|
201 |
-
input_dropout: 0.1
|
202 |
-
attn_dropout: 0.1
|
203 |
-
decoder_dropout: 0.0
|
204 |
-
lr: 0.0005
|
205 |
-
lr_scheduler: false
|
206 |
-
num_warmup_steps: 3000
|
207 |
-
optimizer: lamb
|
208 |
-
lambda_weight_l2: 1.0e-06
|
209 |
-
trans_loss_weight: 1.0
|
210 |
-
rot_loss_weight: 1.0
|
211 |
-
grip_loss_weight: 1.0
|
212 |
-
collision_loss_weight: 1.0
|
213 |
-
rotation_resolution: 5
|
214 |
-
activation: lrelu
|
215 |
-
norm: None
|
216 |
-
crop_augmentation: true
|
217 |
-
transform_augmentation:
|
218 |
-
apply_se3: true
|
219 |
-
aug_xyz:
|
220 |
-
- 0.125
|
221 |
-
- 0.125
|
222 |
-
- 0.125
|
223 |
-
aug_rpy:
|
224 |
-
- 0.0
|
225 |
-
- 0.0
|
226 |
-
- 45.0
|
227 |
-
aug_rot_resolution: ${method.rotation_resolution}
|
228 |
-
demo_augmentation: true
|
229 |
-
demo_augmentation_every_n: 10
|
230 |
-
no_skip_connection: false
|
231 |
-
no_perceiver: false
|
232 |
-
no_language: false
|
233 |
-
keypoint_method: heuristic
|
234 |
-
which_arm: assistive
|
235 |
-
variant: two_policies
|
236 |
-
crop_target_obj_voxel: true
|
237 |
-
crop_radius: 0.4
|
238 |
-
randomizations_crop_point: false
|
239 |
-
arm_pred_loss: true
|
240 |
-
arm_pred_input: false
|
241 |
-
arm_id_to_proprio: false
|
242 |
-
saved_every_last_inserted: 0
|
243 |
-
use_default_stopped_buffer_timesteps: false
|
244 |
-
|
245 |
-
[2024-05-02 11:46:45,668][root][INFO] - CWD:/home/arthur/bimani/peract/logs/put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing/PERACT_BC
|
246 |
-
[2024-05-02 11:47:03,126][root][INFO] - Starting seed 11.
|
247 |
-
[2024-05-03 12:11:15,631][root][INFO] -
|
248 |
-
ddp:
|
249 |
-
master_addr: localhost
|
250 |
-
master_port: 28501
|
251 |
-
num_devices: 1
|
252 |
-
rlbench:
|
253 |
-
task_name: put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing
|
254 |
-
tasks:
|
255 |
-
- put_item_in_drawer
|
256 |
-
demos: 10
|
257 |
-
demo_path: /home/arthur/bimani/peract/data/train/put_item_in_drawer_10_demos_corl_v3
|
258 |
-
episode_length: 25
|
259 |
-
cameras:
|
260 |
-
- front
|
261 |
-
- wrist
|
262 |
-
- wrist2
|
263 |
-
camera_resolution:
|
264 |
-
- 128
|
265 |
-
- 128
|
266 |
-
scene_bounds:
|
267 |
-
- -0.8
|
268 |
-
- -1.0
|
269 |
-
- 0.8
|
270 |
-
- 1.2
|
271 |
-
- 1.0
|
272 |
-
- 2.8
|
273 |
-
include_lang_goal_in_obs: true
|
274 |
-
replay:
|
275 |
-
batch_size: 1
|
276 |
-
timesteps: 1
|
277 |
-
prioritisation: false
|
278 |
-
task_uniform: true
|
279 |
-
use_disk: true
|
280 |
-
path: /tmp/replay_28501
|
281 |
-
max_parallel_processes: 16
|
282 |
-
framework:
|
283 |
-
log_freq: 1000
|
284 |
-
save_freq: 10000
|
285 |
-
train_envs: 1
|
286 |
-
replay_ratio: ${replay.batch_size}
|
287 |
-
transitions_before_train: 200
|
288 |
-
tensorboard_logging: false
|
289 |
-
csv_logging: true
|
290 |
-
training_iterations: 1000000
|
291 |
-
gpu: 0
|
292 |
-
env_gpu: 0
|
293 |
-
logdir: /home/arthur/bimani/peract/logs/
|
294 |
-
logging_level: 20
|
295 |
-
seeds: 1
|
296 |
-
start_seed: 11
|
297 |
-
load_existing_weights: true
|
298 |
-
num_weights_to_keep: 100
|
299 |
-
num_workers: 0
|
300 |
-
record_every_n: 5
|
301 |
-
wandb_logging: true
|
302 |
-
method:
|
303 |
-
name: PERACT_BC
|
304 |
-
image_crop_size: 64
|
305 |
-
bounds_offset:
|
306 |
-
- 0.15
|
307 |
-
voxel_sizes:
|
308 |
-
- 50
|
309 |
-
include_prev_layer: false
|
310 |
-
num_latents: 2048
|
311 |
-
latent_dim: 512
|
312 |
-
transformer_depth: 6
|
313 |
-
transformer_iterations: 1
|
314 |
-
cross_heads: 1
|
315 |
-
cross_dim_head: 64
|
316 |
-
latent_heads: 8
|
317 |
-
latent_dim_head: 64
|
318 |
-
pos_encoding_with_lang: true
|
319 |
-
conv_downsample: true
|
320 |
-
lang_fusion_type: seq
|
321 |
-
voxel_patch_size: 5
|
322 |
-
voxel_patch_stride: 5
|
323 |
-
final_dim: 64
|
324 |
-
input_dropout: 0.1
|
325 |
-
attn_dropout: 0.1
|
326 |
-
decoder_dropout: 0.0
|
327 |
-
lr: 0.0005
|
328 |
-
lr_scheduler: false
|
329 |
-
num_warmup_steps: 3000
|
330 |
-
optimizer: lamb
|
331 |
-
lambda_weight_l2: 1.0e-06
|
332 |
-
trans_loss_weight: 1.0
|
333 |
-
rot_loss_weight: 1.0
|
334 |
-
grip_loss_weight: 1.0
|
335 |
-
collision_loss_weight: 1.0
|
336 |
-
rotation_resolution: 5
|
337 |
-
activation: lrelu
|
338 |
-
norm: None
|
339 |
-
crop_augmentation: true
|
340 |
-
transform_augmentation:
|
341 |
-
apply_se3: true
|
342 |
-
aug_xyz:
|
343 |
-
- 0.125
|
344 |
-
- 0.125
|
345 |
-
- 0.125
|
346 |
-
aug_rpy:
|
347 |
-
- 0.0
|
348 |
-
- 0.0
|
349 |
-
- 45.0
|
350 |
-
aug_rot_resolution: ${method.rotation_resolution}
|
351 |
-
demo_augmentation: true
|
352 |
-
demo_augmentation_every_n: 10
|
353 |
-
no_skip_connection: false
|
354 |
-
no_perceiver: false
|
355 |
-
no_language: false
|
356 |
-
keypoint_method: heuristic
|
357 |
-
which_arm: assistive
|
358 |
-
variant: two_policies
|
359 |
-
crop_target_obj_voxel: true
|
360 |
-
crop_radius: 0.4
|
361 |
-
randomizations_crop_point: false
|
362 |
-
arm_pred_loss: true
|
363 |
-
arm_pred_input: false
|
364 |
-
arm_id_to_proprio: false
|
365 |
-
saved_every_last_inserted: 0
|
366 |
-
use_default_stopped_buffer_timesteps: false
|
367 |
-
|
368 |
-
[2024-05-03 12:11:15,638][root][INFO] - CWD:/home/arthur/bimani/peract/logs/put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing/PERACT_BC
|
369 |
-
[2024-05-03 12:11:28,556][root][INFO] - Starting seed 11.
|
370 |
-
[2024-05-04 12:11:24,729][root][INFO] -
|
371 |
-
ddp:
|
372 |
-
master_addr: localhost
|
373 |
-
master_port: 28501
|
374 |
-
num_devices: 1
|
375 |
-
rlbench:
|
376 |
-
task_name: put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing
|
377 |
-
tasks:
|
378 |
-
- put_item_in_drawer
|
379 |
-
demos: 10
|
380 |
-
demo_path: /home/arthur/bimani/peract/data/train/put_item_in_drawer_10_demos_corl_v3
|
381 |
-
episode_length: 25
|
382 |
-
cameras:
|
383 |
-
- front
|
384 |
-
- wrist
|
385 |
-
- wrist2
|
386 |
-
camera_resolution:
|
387 |
-
- 128
|
388 |
-
- 128
|
389 |
-
scene_bounds:
|
390 |
-
- -0.8
|
391 |
-
- -1.0
|
392 |
-
- 0.8
|
393 |
-
- 1.2
|
394 |
-
- 1.0
|
395 |
-
- 2.8
|
396 |
-
include_lang_goal_in_obs: true
|
397 |
-
replay:
|
398 |
-
batch_size: 1
|
399 |
-
timesteps: 1
|
400 |
-
prioritisation: false
|
401 |
-
task_uniform: true
|
402 |
-
use_disk: true
|
403 |
-
path: /tmp/replay_28501
|
404 |
-
max_parallel_processes: 16
|
405 |
-
framework:
|
406 |
-
log_freq: 1000
|
407 |
-
save_freq: 10000
|
408 |
-
train_envs: 1
|
409 |
-
replay_ratio: ${replay.batch_size}
|
410 |
-
transitions_before_train: 200
|
411 |
-
tensorboard_logging: false
|
412 |
-
csv_logging: true
|
413 |
-
training_iterations: 1000000
|
414 |
-
gpu: 0
|
415 |
-
env_gpu: 0
|
416 |
-
logdir: /home/arthur/bimani/peract/logs/
|
417 |
-
logging_level: 20
|
418 |
-
seeds: 1
|
419 |
-
start_seed: 11
|
420 |
-
load_existing_weights: true
|
421 |
-
num_weights_to_keep: 100
|
422 |
-
num_workers: 0
|
423 |
-
record_every_n: 5
|
424 |
-
wandb_logging: true
|
425 |
-
method:
|
426 |
-
name: PERACT_BC
|
427 |
-
image_crop_size: 64
|
428 |
-
bounds_offset:
|
429 |
-
- 0.15
|
430 |
-
voxel_sizes:
|
431 |
-
- 50
|
432 |
-
include_prev_layer: false
|
433 |
-
num_latents: 2048
|
434 |
-
latent_dim: 512
|
435 |
-
transformer_depth: 6
|
436 |
-
transformer_iterations: 1
|
437 |
-
cross_heads: 1
|
438 |
-
cross_dim_head: 64
|
439 |
-
latent_heads: 8
|
440 |
-
latent_dim_head: 64
|
441 |
-
pos_encoding_with_lang: true
|
442 |
-
conv_downsample: true
|
443 |
-
lang_fusion_type: seq
|
444 |
-
voxel_patch_size: 5
|
445 |
-
voxel_patch_stride: 5
|
446 |
-
final_dim: 64
|
447 |
-
input_dropout: 0.1
|
448 |
-
attn_dropout: 0.1
|
449 |
-
decoder_dropout: 0.0
|
450 |
-
lr: 0.0005
|
451 |
-
lr_scheduler: false
|
452 |
-
num_warmup_steps: 3000
|
453 |
-
optimizer: lamb
|
454 |
-
lambda_weight_l2: 1.0e-06
|
455 |
-
trans_loss_weight: 1.0
|
456 |
-
rot_loss_weight: 1.0
|
457 |
-
grip_loss_weight: 1.0
|
458 |
-
collision_loss_weight: 1.0
|
459 |
-
rotation_resolution: 5
|
460 |
-
activation: lrelu
|
461 |
-
norm: None
|
462 |
-
crop_augmentation: true
|
463 |
-
transform_augmentation:
|
464 |
-
apply_se3: true
|
465 |
-
aug_xyz:
|
466 |
-
- 0.125
|
467 |
-
- 0.125
|
468 |
-
- 0.125
|
469 |
-
aug_rpy:
|
470 |
-
- 0.0
|
471 |
-
- 0.0
|
472 |
-
- 45.0
|
473 |
-
aug_rot_resolution: ${method.rotation_resolution}
|
474 |
-
demo_augmentation: true
|
475 |
-
demo_augmentation_every_n: 10
|
476 |
-
no_skip_connection: false
|
477 |
-
no_perceiver: false
|
478 |
-
no_language: false
|
479 |
-
keypoint_method: heuristic
|
480 |
-
which_arm: assistive
|
481 |
-
variant: two_policies
|
482 |
-
crop_target_obj_voxel: true
|
483 |
-
crop_radius: 0.4
|
484 |
-
randomizations_crop_point: false
|
485 |
-
arm_pred_loss: true
|
486 |
-
arm_pred_input: false
|
487 |
-
arm_id_to_proprio: false
|
488 |
-
saved_every_last_inserted: 0
|
489 |
-
use_default_stopped_buffer_timesteps: false
|
490 |
-
|
491 |
-
[2024-05-04 12:11:24,737][root][INFO] - CWD:/home/arthur/bimani/peract/logs/put_item_in_drawer_10_demos_ours_vlm_v2_11_stabilizing/PERACT_BC
|
492 |
-
[2024-05-04 12:11:37,296][root][INFO] - Starting seed 11.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|