File size: 21,617 Bytes
31ade1f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 | /workspace/third_party/AnyBimanual/train.py:18: UserWarning:
The version_base parameter is not specified.
Please specify a compatability version level, or None.
Will assume defaults for version 1.1
@hydra.main(config_name="config", config_path="conf")
/workspace/envs/rlbench/lib/python3.10/site-packages/hydra/_internal/defaults_list.py:251: UserWarning: In 'config': Defaults list is missing `_self_`. See https://hydra.cc/docs/1.2/upgrades/1.0_to_1.1/default_composition_order for more information
warnings.warn(msg, UserWarning)
/workspace/envs/rlbench/lib/python3.10/site-packages/hydra/core/default_element.py:124: UserWarning: In 'method/PERACT_BC': Usage of deprecated keyword in package header '# @package _group_'.
See https://hydra.cc/docs/1.2/upgrades/1.0_to_1.1/changes_to_package_header for more information
deprecation_warning(
/workspace/envs/rlbench/lib/python3.10/site-packages/hydra/_internal/hydra.py:119: UserWarning: Future Hydra versions will no longer change working directory at job runtime by default.
See https://hydra.cc/docs/1.2/upgrades/1.1_to_1.2/changes_to_job_working_dir/ for more information.
ret = run_job(
[2026-03-30 05:02:50,133][root][INFO] -
method:
name: PERACT_BC
agent_type: leader_follower
robot_name: bimanual
image_crop_size: 64
bounds_offset:
- 0.15
voxel_sizes:
- 100
include_prev_layer: false
num_latents: 2048
latent_dim: 512
transformer_depth: 6
transformer_iterations: 1
cross_heads: 1
cross_dim_head: 64
latent_heads: 8
latent_dim_head: 64
pos_encoding_with_lang: true
conv_downsample: true
lang_fusion_type: seq
voxel_patch_size: 5
voxel_patch_stride: 5
final_dim: 64
low_dim_size: 4
input_dropout: 0.1
attn_dropout: 0.1
decoder_dropout: 0.0
lr: 0.0005
lr_scheduler: false
num_warmup_steps: 3000
optimizer: lamb
lambda_weight_l2: 1.0e-06
trans_loss_weight: 1.0
rot_loss_weight: 1.0
grip_loss_weight: 1.0
collision_loss_weight: 1.0
rotation_resolution: 5
activation: lrelu
norm: None
crop_augmentation: true
transform_augmentation:
apply_se3: true
aug_xyz:
- 0.125
- 0.125
- 0.125
aug_rpy:
- 0.0
- 0.0
- 45.0
aug_rot_resolution: ${method.rotation_resolution}
demo_augmentation: true
demo_augmentation_every_n: 10
no_skip_connection: false
no_perceiver: false
no_language: false
keypoint_method: heuristic
ddp:
master_addr: localhost
master_port: 12992
num_devices: 1
rlbench:
task_name: peract_bc_subset3_overlap_smoke200
tasks:
- coordinated_push_box
- coordinated_lift_ball
- dual_push_buttons
demos: 100
demo_path: /workspace/baselines/AnyBimanual_subset3_demo_root
episode_length: 25
cameras:
- over_shoulder_right
- wrist_right
- front
- overhead
- over_shoulder_left
- wrist_left
camera_resolution:
- 256
- 256
scene_bounds:
- -0.3
- -0.5
- 0.6
- 0.7
- 0.5
- 1.6
include_lang_goal_in_obs: true
instructions: /path
replay:
batch_size: 2
timesteps: 1
prioritisation: false
task_uniform: true
use_disk: true
path: /workspace/baselines/AnyBimanual_overlap_replay
max_parallel_processes: 8
task_folder: multi
framework:
log_freq: 50
save_freq: 200
train_envs: 1
replay_ratio: ${replay.batch_size}
transitions_before_train: 200
tensorboard_logging: true
csv_logging: true
training_iterations: 200
gpu: 0
env_gpu: 0
logdir: /workspace/baselines/AnyBimanual_overlap_runs
logging_level: 20
seeds: 1
start_seed: 0
load_existing_weights: false
num_weights_to_keep: 60
num_workers: 0
record_every_n: 5
checkpoint_name_prefix: checkpoint
use_wandb: false
wandb_project: ''
wandb_group: peract_bc_subset3_overlap_smoke200
seed: 0
wandb_name: peract_bc_subset3_overlap_smoke200
use_skill: true
use_pretrained: false
use_prefix: false
frozen: false
anybimanual: true
augmentation_type: ab
[2026-03-30 05:02:50,135][root][INFO] - CWD:/workspace/baselines/AnyBimanual_overlap_runs/peract_bc_subset3_overlap_smoke200/PERACT_BC
[2026-03-30 05:02:50,142][root][INFO] - Starting seed 0.
/workspace/third_party/AnyBimanual/train.py:18: UserWarning:
The version_base parameter is not specified.
Please specify a compatability version level, or None.
Will assume defaults for version 1.1
@hydra.main(config_name="config", config_path="conf")
[03/30/26 05:03:02] INFO INFO:root:Using method agent_factory.py:23
PERACT_BC with type
leader_follower
/workspace/baselines/AnyBimanual_overlap_replay/multi
No replay files found. Creating replay...
[03/30/26 05:03:05] INFO INFO:root:Creating a uniform_replay_buffer.py:156
TaskUniformReplayBuffe
r replay memory with
the following
parameters:
INFO INFO:root: uniform_replay_buffer.py:159
timesteps: 1
INFO INFO:root: uniform_replay_buffer.py:160
replay_capacity:
300000
INFO INFO:root: uniform_replay_buffer.py:161
batch_size: 2
INFO INFO:root: uniform_replay_buffer.py:162
update_horizon: 1
INFO INFO:root: uniform_replay_buffer.py:163
gamma: 0.990000
INFO INFO:root: uniform_replay_buffer.py:169
saving to disk:
/workspace/baselines/A
nyBimanual_overlap_rep
lay/multi
/workspace/third_party/AnyBimanual/train.py:18: UserWarning:
The version_base parameter is not specified.
Please specify a compatability version level, or None.
Will assume defaults for version 1.1
@hydra.main(config_name="config", config_path="conf")
/workspace/third_party/AnyBimanual/train.py:18: UserWarning:
The version_base parameter is not specified.
Please specify a compatability version level, or None.
Will assume defaults for version 1.1
@hydra.main(config_name="config", config_path="conf")
/workspace/third_party/AnyBimanual/train.py:18: UserWarning:
The version_base parameter is not specified.
Please specify a compatability version level, or None.
Will assume defaults for version 1.1
@hydra.main(config_name="config", config_path="conf")
/workspace/third_party/AnyBimanual/train.py:18: UserWarning:
The version_base parameter is not specified.
Please specify a compatability version level, or None.
Will assume defaults for version 1.1
@hydra.main(config_name="config", config_path="conf")
Found 4 keypoints. [50, 82, 84, 95]
Found 4 keypoints. [49, 95, 97, 118]
Found 4 keypoints. [65, 85, 87, 103]
Found 4 keypoints. [48, 86, 88, 98]
Found 4 keypoints. [63, 100, 102, 120]
Found 4 keypoints. [60, 86, 88, 100]
Found 4 keypoints. [47, 94, 96, 108]
Found 4 keypoints. [48, 88, 90, 100]
Found 4 keypoints. [48, 90, 92, 103]
Found 4 keypoints. [60, 88, 90, 102]
Found 4 keypoints. [49, 94, 96, 108]
Found 4 keypoints. [48, 85, 87, 97]
Found 4 keypoints. [50, 78, 80, 91]
Found 4 keypoints. [48, 87, 89, 100]
Found 4 keypoints. [53, 86, 88, 99]
Found 4 keypoints. [47, 96, 98, 113]
Found 4 keypoints. [53, 92, 94, 109]
Found 4 keypoints. [62, 87, 89, 103]
Found 4 keypoints. [52, 86, 88, 99]
Found 4 keypoints. [61, 99, 101, 122]
Found 4 keypoints. [56, 88, 90, 101]
Found 4 keypoints. [58, 93, 95, 108]
Found 4 keypoints. [67, 85, 87, 106]
Found 4 keypoints. [48, 91, 93, 105]
Found 4 keypoints. [67, 91, 93, 109]
Found 4 keypoints. [53, 85, 87, 98]
Found 4 keypoints. [49, 96, 98, 110]
Found 4 keypoints. [50, 86, 88, 99]
Found 4 keypoints. [49, 83, 85, 96]
Found 4 keypoints. [51, 95, 97, 110]
Found 4 keypoints. [51, 97, 99, 118]
Found 4 keypoints. [64, 77, 79, 95]
Found 4 keypoints. [49, 82, 84, 94]
Found 4 keypoints. [49, 93, 95, 106]
Found 4 keypoints. [56, 98, 100, 118]
Found 4 keypoints. [62, 93, 95, 110]
Found 4 keypoints. [56, 91, 93, 105]
Found 4 keypoints. [55, 87, 89, 100]
Found 4 keypoints. [54, 81, 83, 102]
Found 4 keypoints. [65, 94, 96, 112]
Found 4 keypoints. [68, 100, 102, 164]
Found 4 keypoints. [47, 81, 83, 93]
Found 4 keypoints. [56, 88, 90, 102]
Found 4 keypoints. [67, 96, 98, 118]
Found 4 keypoints. [61, 88, 90, 103]
Found 4 keypoints. [59, 93, 95, 109]
Found 4 keypoints. [47, 87, 89, 99]
Found 4 keypoints. [67, 87, 89, 107]
Found 4 keypoints. [50, 87, 89, 99]
Found 4 keypoints. [68, 82, 84, 104]
Found 4 keypoints. [49, 94, 96, 108]
Found 4 keypoints. [57, 88, 90, 101]
Found 4 keypoints. [64, 73, 75, 91]
Found 4 keypoints. [50, 84, 86, 96]
Found 4 keypoints. [65, 89, 91, 108]
Found 4 keypoints. [48, 83, 85, 95]
Found 4 keypoints. [66, 76, 78, 93]
Found 4 keypoints. [56, 81, 83, 95]
Found 4 keypoints. [60, 80, 82, 95]
Found 4 keypoints. [66, 96, 98, 121]
Found 4 keypoints. [61, 87, 89, 102]
Found 4 keypoints. [66, 94, 96, 115]
Found 4 keypoints. [65, 85, 87, 101]
Found 4 keypoints. [64, 98, 100, 115]
Found 4 keypoints. [57, 91, 93, 105]
Found 4 keypoints. [50, 86, 88, 98]
Found 4 keypoints. [48, 83, 85, 95]
Found 4 keypoints. [51, 77, 79, 90]
Found 4 keypoints. [55, 83, 85, 97]
Found 4 keypoints. [47, 89, 91, 103]
Found 4 keypoints. [48, 99, 101, 116]
Found 4 keypoints. [52, 83, 85, 95]
Found 4 keypoints. [56, 97, 99, 122]
Found 4 keypoints. [47, 102, 104, 130]
Found 4 keypoints. [47, 83, 85, 95]
Found 4 keypoints. [48, 89, 91, 103]
Found 4 keypoints. [50, 84, 86, 97]
Found 4 keypoints. [55, 91, 93, 105]
Found 4 keypoints. [63, 90, 92, 106]
Found 4 keypoints. [59, 87, 89, 101]
Found 4 keypoints. [68, 72, 74, 96]
Found 4 keypoints. [68, 86, 88, 108]
Found 4 keypoints. [64, 86, 88, 103]
Found 4 keypoints. [65, 82, 84, 100]
Found 4 keypoints. [54, 87, 89, 101]
Found 4 keypoints. [55, 95, 97, 109]
Found 4 keypoints. [52, 90, 92, 105]
Found 4 keypoints. [57, 90, 92, 105]
Found 4 keypoints. [66, 93, 95, 112]
Found 4 keypoints. [48, 92, 94, 105]
Found 4 keypoints. [48, 81, 83, 93]
Found 4 keypoints. [54, 84, 86, 97]
Found 5 keypoints. [48, 78, 80, 94, 96]
Found 4 keypoints. [66, 91, 93, 111]
Found 4 keypoints. [66, 88, 90, 107]
Found 4 keypoints. [54, 99, 101, 121]
Found 4 keypoints. [54, 89, 91, 102]
Found 4 keypoints. [51, 88, 90, 101]
Found 4 keypoints. [61, 94, 96, 112]
Found 4 keypoints. [47, 84, 86, 97]
Found 2 keypoints. [101, 157]
Found 1 keypoints. [131]
Found 2 keypoints. [94, 146]
Found 2 keypoints. [81, 131]
Found 2 keypoints. [84, 136]
Found 2 keypoints. [93, 141]
Found 2 keypoints. [92, 143]
Found 2 keypoints. [94, 149]
Found 2 keypoints. [86, 135]
Found 2 keypoints. [99, 153]
Found 2 keypoints. [96, 147]
Found 2 keypoints. [102, 154]
Found 2 keypoints. [86, 134]
Found 2 keypoints. [83, 136]
Found 2 keypoints. [86, 134]
Found 2 keypoints. [87, 135]
Found 2 keypoints. [96, 147]
Found 2 keypoints. [88, 135]
Found 2 keypoints. [86, 136]
Found 2 keypoints. [86, 135]
Found 2 keypoints. [85, 136]
Found 2 keypoints. [85, 134]
Found 2 keypoints. [92, 143]
Found 2 keypoints. [96, 149]
Found 2 keypoints. [100, 157]
Found 2 keypoints. [93, 142]
Found 2 keypoints. [84, 137]
Found 2 keypoints. [97, 154]
Found 2 keypoints. [86, 134]
Found 2 keypoints. [91, 138]
Found 2 keypoints. [95, 146]
Found 2 keypoints. [86, 135]
Found 2 keypoints. [85, 135]
Found 2 keypoints. [94, 150]
Found 2 keypoints. [89, 136]
Found 2 keypoints. [89, 139]
Found 2 keypoints. [95, 151]
Found 2 keypoints. [90, 137]
Found 2 keypoints. [103, 155]
Found 2 keypoints. [89, 140]
Found 2 keypoints. [85, 134]
Found 2 keypoints. [91, 139]
Found 2 keypoints. [89, 139]
Found 2 keypoints. [87, 137]
Found 2 keypoints. [104, 155]
Found 2 keypoints. [91, 141]
Found 2 keypoints. [87, 138]
Found 2 keypoints. [96, 148]
Found 2 keypoints. [91, 138]
Found 2 keypoints. [104, 162]
Found 2 keypoints. [87, 136]
Found 2 keypoints. [88, 134]
Found 2 keypoints. [87, 135]
Found 2 keypoints. [86, 135]
Found 2 keypoints. [90, 135]
Found 2 keypoints. [86, 135]
Found 2 keypoints. [86, 135]
Found 2 keypoints. [76, 129]
Found 2 keypoints. [87, 137]
Found 2 keypoints. [90, 139]
Found 2 keypoints. [88, 139]
Found 2 keypoints. [94, 148]
Found 2 keypoints. [104, 154]
Found 2 keypoints. [92, 139]
Found 2 keypoints. [99, 153]
Found 2 keypoints. [96, 151]
Found 2 keypoints. [87, 137]
Found 2 keypoints. [92, 146]
Found 2 keypoints. [78, 125]
Found 2 keypoints. [86, 136]
Found 2 keypoints. [78, 132]
Found 2 keypoints. [97, 150]
Found 2 keypoints. [89, 135]
Found 2 keypoints. [83, 132]
Found 2 keypoints. [85, 134]
Found 2 keypoints. [91, 141]
Found 2 keypoints. [87, 135]
Found 2 keypoints. [91, 145]
Found 2 keypoints. [92, 141]
Found 2 keypoints. [93, 142]
Found 2 keypoints. [88, 134]
Found 2 keypoints. [87, 135]
Found 2 keypoints. [92, 138]
Found 1 keypoints. [127]
Found 2 keypoints. [88, 139]
Found 2 keypoints. [93, 144]
Found 2 keypoints. [85, 136]
Found 2 keypoints. [85, 135]
Found 2 keypoints. [84, 137]
Found 2 keypoints. [92, 142]
Found 2 keypoints. [85, 136]
Found 2 keypoints. [93, 143]
Found 2 keypoints. [81, 129]
Found 2 keypoints. [84, 136]
Found 2 keypoints. [85, 135]
Found 2 keypoints. [89, 139]
Found 2 keypoints. [90, 142]
Found 2 keypoints. [86, 137]
Found 2 keypoints. [82, 130]
Found 2 keypoints. [93, 146]
Found 4 keypoints. [73, 89, 97, 129]
Found 4 keypoints. [76, 92, 100, 125]
Found 4 keypoints. [67, 83, 90, 116]
Found 4 keypoints. [65, 81, 89, 120]
Found 4 keypoints. [79, 112, 120, 162]
Found 4 keypoints. [66, 83, 91, 119]
Found 4 keypoints. [80, 96, 104, 131]
Found 4 keypoints. [78, 97, 105, 142]
Found 4 keypoints. [72, 89, 97, 132]
Found 4 keypoints. [76, 93, 102, 129]
Found 4 keypoints. [68, 84, 92, 116]
Found 4 keypoints. [70, 86, 94, 119]
Found 4 keypoints. [73, 91, 98, 134]
Found 4 keypoints. [73, 88, 96, 126]
Found 4 keypoints. [84, 103, 111, 164]
Found 4 keypoints. [80, 98, 106, 143]
Found 4 keypoints. [77, 94, 102, 147]
Found 4 keypoints. [73, 93, 102, 133]
Found 4 keypoints. [70, 87, 95, 121]
Found 4 keypoints. [72, 90, 99, 129]
Found 4 keypoints. [68, 85, 94, 121]
Found 4 keypoints. [82, 99, 106, 145]
Found 4 keypoints. [74, 90, 98, 128]
Found 4 keypoints. [74, 91, 99, 136]
Found 4 keypoints. [65, 83, 92, 122]
Found 4 keypoints. [65, 80, 89, 117]
Found 4 keypoints. [78, 96, 105, 140]
Found 4 keypoints. [80, 99, 106, 156]
Found 4 keypoints. [68, 84, 92, 120]
Found 4 keypoints. [76, 93, 102, 129]
Found 4 keypoints. [80, 102, 109, 137]
Found 4 keypoints. [79, 103, 110, 155]
Found 4 keypoints. [78, 95, 104, 148]
Found 4 keypoints. [74, 91, 99, 138]
Found 4 keypoints. [74, 91, 99, 131]
Found 4 keypoints. [82, 99, 108, 145]
Found 4 keypoints. [70, 86, 94, 125]
Found 4 keypoints. [66, 82, 90, 120]
Found 4 keypoints. [65, 83, 92, 118]
Found 4 keypoints. [73, 97, 104, 141]
Found 4 keypoints. [78, 106, 114, 145]
Found 4 keypoints. [72, 87, 95, 118]
Found 7 keypoints. [63, 66, 73, 74, 99, 107, 143]
Found 4 keypoints. [76, 93, 100, 141]
Found 4 keypoints. [72, 88, 95, 134]
Found 4 keypoints. [86, 103, 111, 148]
Found 4 keypoints. [78, 100, 108, 135]
Found 4 keypoints. [70, 86, 94, 125]
Found 4 keypoints. [76, 92, 99, 138]
Found 4 keypoints. [69, 85, 93, 125]
Found 4 keypoints. [69, 85, 93, 126]
Found 4 keypoints. [78, 95, 102, 140]
Found 4 keypoints. [69, 86, 94, 122]
Found 4 keypoints. [78, 99, 109, 144]
Found 4 keypoints. [68, 89, 98, 123]
Found 4 keypoints. [77, 95, 102, 129]
Found 4 keypoints. [79, 99, 108, 135]
Found 4 keypoints. [82, 99, 108, 140]
Found 4 keypoints. [68, 85, 93, 119]
Found 4 keypoints. [74, 90, 98, 133]
Found 4 keypoints. [82, 99, 108, 143]
Found 4 keypoints. [79, 95, 103, 135]
Found 4 keypoints. [75, 89, 97, 130]
Found 4 keypoints. [77, 94, 103, 139]
Found 4 keypoints. [73, 91, 97, 142]
Found 4 keypoints. [76, 92, 101, 131]
Found 4 keypoints. [76, 93, 102, 130]
Found 4 keypoints. [80, 98, 107, 148]
Found 4 keypoints. [79, 105, 113, 146]
Found 4 keypoints. [67, 84, 93, 121]
Found 4 keypoints. [76, 93, 102, 137]
Found 4 keypoints. [74, 90, 98, 128]
Found 4 keypoints. [73, 89, 97, 133]
Found 4 keypoints. [77, 94, 102, 140]
Found 4 keypoints. [72, 95, 102, 141]
Found 4 keypoints. [67, 83, 91, 125]
Found 4 keypoints. [73, 89, 98, 123]
Found 4 keypoints. [76, 92, 100, 136]
Found 4 keypoints. [78, 96, 105, 139]
Found 4 keypoints. [79, 95, 103, 137]
Found 4 keypoints. [70, 86, 95, 119]
Found 4 keypoints. [68, 84, 91, 126]
Found 4 keypoints. [67, 85, 94, 119]
Found 4 keypoints. [66, 82, 90, 118]
Found 4 keypoints. [75, 92, 100, 124]
Found 4 keypoints. [71, 88, 96, 128]
Found 4 keypoints. [67, 82, 91, 118]
Found 4 keypoints. [81, 101, 110, 145]
Found 4 keypoints. [79, 95, 103, 139]
Found 4 keypoints. [70, 111, 120, 150]
Found 4 keypoints. [65, 82, 91, 118]
Found 4 keypoints. [74, 91, 99, 143]
Found 4 keypoints. [79, 112, 121, 148]
Found 4 keypoints. [81, 97, 104, 136]
Found 4 keypoints. [75, 92, 100, 136]
Found 4 keypoints. [73, 88, 96, 121]
Found 4 keypoints. [72, 89, 98, 123]
Found 4 keypoints. [77, 94, 103, 129]
Found 4 keypoints. [83, 101, 110, 147]
Found 4 keypoints. [64, 83, 91, 117]
[03/30/26 07:29:49] INFO INFO:root:# Q qattention_peract_bc_agent.py:315
Params: 44677231
INFO INFO:root:# Q qattention_peract_bc_agent.py:315
Params: 44677743
Error executing job with overrides: ['method=PERACT_BC', 'ddp.num_devices=1', 'ddp.master_port=12992', 'framework.logdir=/workspace/baselines/AnyBimanual_overlap_runs', 'framework.start_seed=0', 'framework.use_wandb=False', 'framework.wandb_project=', 'framework.wandb_group=peract_bc_subset3_overlap_smoke200', 'framework.wandb_name=peract_bc_subset3_overlap_smoke200', 'framework.gpu=0', 'framework.env_gpu=0', 'framework.anybimanual=True', 'framework.augmentation_type=ab', 'framework.training_iterations=200', 'framework.save_freq=200', 'framework.log_freq=50', 'framework.seeds=1', 'framework.num_workers=0', 'replay.batch_size=2', 'replay.path=/workspace/baselines/AnyBimanual_overlap_replay', 'replay.task_folder=multi', 'replay.max_parallel_processes=8', 'rlbench.task_name=peract_bc_subset3_overlap_smoke200', 'rlbench.tasks=[coordinated_push_box,coordinated_lift_ball,dual_push_buttons]', 'rlbench.demo_path=/workspace/baselines/AnyBimanual_subset3_demo_root', 'rlbench.demos=100', 'rlbench.episode_length=25']
Traceback (most recent call last):
File "/workspace/third_party/AnyBimanual/train.py", line 98, in main
mp.spawn(
File "/workspace/envs/rlbench/lib/python3.10/site-packages/torch/multiprocessing/spawn.py", line 340, in spawn
return start_processes(fn, args, nprocs, join, daemon, start_method="spawn")
File "/workspace/envs/rlbench/lib/python3.10/site-packages/torch/multiprocessing/spawn.py", line 296, in start_processes
while not context.join():
File "/workspace/envs/rlbench/lib/python3.10/site-packages/torch/multiprocessing/spawn.py", line 211, in join
raise ProcessRaisedException(msg, error_index, failed_process.pid)
torch.multiprocessing.spawn.ProcessRaisedException:
-- Process 0 terminated with the following error:
Traceback (most recent call last):
File "/workspace/envs/rlbench/lib/python3.10/site-packages/torch/multiprocessing/spawn.py", line 87, in _wrap
fn(i, *args)
File "/workspace/third_party/AnyBimanual/run_seed_fn.py", line 238, in run_seed
train_runner.start()
File "/workspace/third_party/AnyBimanual/third_party/YARR/yarr/runners/offline_train_runner.py", line 125, in start
self._agent.load_weights(file_path)
File "/workspace/third_party/AnyBimanual/third_party/YARR/yarr/agents/agent.py", line 337, in load_weights
self.leader_agent.load_weights(savedir)
File "/workspace/third_party/AnyBimanual/helpers/preprocess_agent.py", line 125, in load_weights
self._pose_agent.load_weights(savedir)
File "/workspace/third_party/AnyBimanual/agents/peract_bc/qattention_stack_agent.py", line 128, in load_weights
qa.load_weights(savedir)
File "/workspace/third_party/AnyBimanual/agents/peract_bc/qattention_peract_bc_agent.py", line 861, in load_weights
state_dict = torch.load(weight_file, map_location=device)
File "/workspace/envs/rlbench/lib/python3.10/site-packages/torch/serialization.py", line 1530, in load
with _open_file_like(f, "rb") as opened_file:
File "/workspace/envs/rlbench/lib/python3.10/site-packages/torch/serialization.py", line 795, in _open_file_like
return _open_file(name_or_buffer, mode)
File "/workspace/envs/rlbench/lib/python3.10/site-packages/torch/serialization.py", line 776, in __init__
super().__init__(open(name, mode)) # noqa: SIM115
FileNotFoundError: [Errno 2] No such file or directory: '/path/to/your/pre-trained ckpts/PERACT_BC/checkpoint_peract_bc_leader_layer_0.pt'
Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.
|