HoonheeCho commited on
Commit
b35c697
·
verified ·
1 Parent(s): 57aca5a

add eo1phys_none_img6default_b8_s46600/checkpoints/023300/pretrained_model/train_config.json

Browse files
eo1phys_none_img6default_b8_s46600/checkpoints/023300/pretrained_model/train_config.json ADDED
@@ -0,0 +1,486 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset": {
3
+ "repo_id": "physvla/data",
4
+ "repo_type": "dataset",
5
+ "root": "/home/irteam/ws/physics_vla_data/v1/dataset",
6
+ "episodes": null,
7
+ "exclude_episodes": null,
8
+ "image_transforms": {
9
+ "enable": false,
10
+ "max_num_transforms": 3,
11
+ "random_order": false,
12
+ "tfs": {
13
+ "brightness": {
14
+ "weight": 1.0,
15
+ "type": "ColorJitter",
16
+ "kwargs": {
17
+ "brightness": [
18
+ 0.8,
19
+ 1.2
20
+ ]
21
+ }
22
+ },
23
+ "contrast": {
24
+ "weight": 1.0,
25
+ "type": "ColorJitter",
26
+ "kwargs": {
27
+ "contrast": [
28
+ 0.8,
29
+ 1.2
30
+ ]
31
+ }
32
+ },
33
+ "saturation": {
34
+ "weight": 1.0,
35
+ "type": "ColorJitter",
36
+ "kwargs": {
37
+ "saturation": [
38
+ 0.5,
39
+ 1.5
40
+ ]
41
+ }
42
+ },
43
+ "hue": {
44
+ "weight": 1.0,
45
+ "type": "ColorJitter",
46
+ "kwargs": {
47
+ "hue": [
48
+ -0.05,
49
+ 0.05
50
+ ]
51
+ }
52
+ },
53
+ "sharpness": {
54
+ "weight": 1.0,
55
+ "type": "SharpnessJitter",
56
+ "kwargs": {
57
+ "sharpness": [
58
+ 0.5,
59
+ 1.5
60
+ ]
61
+ }
62
+ },
63
+ "affine": {
64
+ "weight": 1.0,
65
+ "type": "RandomAffine",
66
+ "kwargs": {
67
+ "degrees": [
68
+ -5.0,
69
+ 5.0
70
+ ],
71
+ "translate": [
72
+ 0.05,
73
+ 0.05
74
+ ]
75
+ }
76
+ }
77
+ }
78
+ },
79
+ "revision": null,
80
+ "use_imagenet_stats": true,
81
+ "video_backend": "pyav",
82
+ "return_uint8": false,
83
+ "depth_output_unit": "mm",
84
+ "streaming": false,
85
+ "eval_split": 0.0
86
+ },
87
+ "env": null,
88
+ "policy": {
89
+ "type": "eo1_phys",
90
+ "n_obs_steps": 1,
91
+ "input_features": {
92
+ "observation.images.third": {
93
+ "type": "VISUAL",
94
+ "shape": [
95
+ 3,
96
+ 360,
97
+ 480
98
+ ]
99
+ },
100
+ "observation.images.wrist": {
101
+ "type": "VISUAL",
102
+ "shape": [
103
+ 3,
104
+ 360,
105
+ 480
106
+ ]
107
+ },
108
+ "observation.state": {
109
+ "type": "STATE",
110
+ "shape": [
111
+ 8
112
+ ]
113
+ }
114
+ },
115
+ "output_features": {
116
+ "action": {
117
+ "type": "ACTION",
118
+ "shape": [
119
+ 80
120
+ ]
121
+ }
122
+ },
123
+ "device": "cuda",
124
+ "dtype": "bfloat16",
125
+ "use_amp": false,
126
+ "use_peft": false,
127
+ "push_to_hub": false,
128
+ "repo_id": null,
129
+ "private": null,
130
+ "tags": null,
131
+ "license": null,
132
+ "pretrained_path": "lerobot/eo1-base",
133
+ "pretrained_revision": null,
134
+ "vlm_base": "lerobot/eo1-base",
135
+ "vlm_config": {
136
+ "_name_or_path": "",
137
+ "action_pass_id": 151672,
138
+ "action_token_id": 151666,
139
+ "architectures": [
140
+ "Qwen2_5_VLForConditionalGeneration"
141
+ ],
142
+ "chunk_size_feed_forward": 0,
143
+ "dtype": "bfloat16",
144
+ "eos_token_id": 151645,
145
+ "id2label": {
146
+ "0": "LABEL_0",
147
+ "1": "LABEL_1"
148
+ },
149
+ "image_token_id": 151655,
150
+ "is_encoder_decoder": false,
151
+ "label2id": {
152
+ "LABEL_0": 0,
153
+ "LABEL_1": 1
154
+ },
155
+ "model_type": "qwen2_5_vl",
156
+ "output_attentions": false,
157
+ "output_hidden_states": false,
158
+ "pad_token_id": 151643,
159
+ "problem_type": null,
160
+ "return_dict": true,
161
+ "state_token_id": 151669,
162
+ "text_config": {
163
+ "_name_or_path": "",
164
+ "architectures": null,
165
+ "attention_dropout": 0.0,
166
+ "bos_token_id": 151643,
167
+ "chunk_size_feed_forward": 0,
168
+ "dtype": "bfloat16",
169
+ "eos_token_id": 151645,
170
+ "hidden_act": "silu",
171
+ "hidden_size": 2048,
172
+ "id2label": {
173
+ "0": "LABEL_0",
174
+ "1": "LABEL_1"
175
+ },
176
+ "initializer_range": 0.02,
177
+ "intermediate_size": 11008,
178
+ "is_encoder_decoder": false,
179
+ "label2id": {
180
+ "LABEL_0": 0,
181
+ "LABEL_1": 1
182
+ },
183
+ "layer_types": [
184
+ "full_attention",
185
+ "full_attention",
186
+ "full_attention",
187
+ "full_attention",
188
+ "full_attention",
189
+ "full_attention",
190
+ "full_attention",
191
+ "full_attention",
192
+ "full_attention",
193
+ "full_attention",
194
+ "full_attention",
195
+ "full_attention",
196
+ "full_attention",
197
+ "full_attention",
198
+ "full_attention",
199
+ "full_attention",
200
+ "full_attention",
201
+ "full_attention",
202
+ "full_attention",
203
+ "full_attention",
204
+ "full_attention",
205
+ "full_attention",
206
+ "full_attention",
207
+ "full_attention",
208
+ "full_attention",
209
+ "full_attention",
210
+ "full_attention",
211
+ "full_attention",
212
+ "full_attention",
213
+ "full_attention",
214
+ "full_attention",
215
+ "full_attention",
216
+ "full_attention",
217
+ "full_attention",
218
+ "full_attention",
219
+ "full_attention"
220
+ ],
221
+ "max_position_embeddings": 128000,
222
+ "max_window_layers": 70,
223
+ "model_type": "qwen2_5_vl_text",
224
+ "num_attention_heads": 16,
225
+ "num_hidden_layers": 36,
226
+ "num_key_value_heads": 2,
227
+ "output_attentions": false,
228
+ "output_hidden_states": false,
229
+ "pad_token_id": null,
230
+ "problem_type": null,
231
+ "return_dict": true,
232
+ "rms_norm_eps": 1e-06,
233
+ "rope_parameters": {
234
+ "mrope_section": [
235
+ 16,
236
+ 24,
237
+ 24
238
+ ],
239
+ "rope_theta": 1000000.0,
240
+ "rope_type": "default",
241
+ "type": "mrope"
242
+ },
243
+ "sliding_window": null,
244
+ "use_cache": true,
245
+ "use_sliding_window": false,
246
+ "vocab_size": 151936
247
+ },
248
+ "tie_word_embeddings": true,
249
+ "transformers_version": "5.5.4",
250
+ "use_cache": false,
251
+ "video_token_id": 151656,
252
+ "vision_config": {
253
+ "_name_or_path": "",
254
+ "architectures": null,
255
+ "chunk_size_feed_forward": 0,
256
+ "depth": 32,
257
+ "dtype": null,
258
+ "fullatt_block_indexes": [
259
+ 7,
260
+ 15,
261
+ 23,
262
+ 31
263
+ ],
264
+ "hidden_act": "silu",
265
+ "hidden_size": 1280,
266
+ "id2label": {
267
+ "0": "LABEL_0",
268
+ "1": "LABEL_1"
269
+ },
270
+ "in_channels": 3,
271
+ "in_chans": 3,
272
+ "initializer_range": 0.02,
273
+ "intermediate_size": 3420,
274
+ "is_encoder_decoder": false,
275
+ "label2id": {
276
+ "LABEL_0": 0,
277
+ "LABEL_1": 1
278
+ },
279
+ "model_type": "qwen2_5_vl",
280
+ "num_heads": 16,
281
+ "out_hidden_size": 2048,
282
+ "output_attentions": false,
283
+ "output_hidden_states": false,
284
+ "patch_size": 14,
285
+ "problem_type": null,
286
+ "return_dict": true,
287
+ "spatial_merge_size": 2,
288
+ "spatial_patch_size": 14,
289
+ "temporal_patch_size": 2,
290
+ "tokens_per_second": 2,
291
+ "window_size": 112
292
+ },
293
+ "vision_end_token_id": 151653,
294
+ "vision_start_token_id": 151652,
295
+ "vision_token_id": 151654,
296
+ "vocab_size": 151936
297
+ },
298
+ "image_min_pixels": 50176,
299
+ "image_max_pixels": 100352,
300
+ "use_fast_processor": true,
301
+ "chunk_size": 10,
302
+ "n_action_steps": 10,
303
+ "max_state_dim": 32,
304
+ "max_action_dim": 32,
305
+ "num_denoise_steps": 10,
306
+ "num_action_layers": 2,
307
+ "action_act": "linear",
308
+ "time_sampling_beta_alpha": 1.5,
309
+ "time_sampling_beta_beta": 1.0,
310
+ "time_sampling_scale": 0.999,
311
+ "time_sampling_offset": 0.001,
312
+ "min_period": 0.004,
313
+ "max_period": 4.0,
314
+ "supervise_padding_action_dims": true,
315
+ "supervise_padding_actions": true,
316
+ "force_fp32_autocast": true,
317
+ "attn_implementation": "sdpa",
318
+ "gradient_checkpointing": false,
319
+ "recipe_path": null,
320
+ "recipe": null,
321
+ "tokenizer_max_length": 2560,
322
+ "text_temperature": 0.0,
323
+ "text_top_p": 1.0,
324
+ "flow_loss_weight": 1.0,
325
+ "text_loss_weight": 1.0,
326
+ "normalization_mapping": {
327
+ "VISUAL": "IDENTITY",
328
+ "STATE": "MEAN_STD",
329
+ "ACTION": "MEAN_STD"
330
+ },
331
+ "optimizer_lr": 0.0001,
332
+ "optimizer_betas": [
333
+ 0.9,
334
+ 0.999
335
+ ],
336
+ "optimizer_eps": 1e-08,
337
+ "optimizer_weight_decay": 0.1,
338
+ "optimizer_grad_clip_norm": 1.0,
339
+ "scheduler_warmup_steps": 900,
340
+ "scheduler_decay_steps": 46600,
341
+ "scheduler_decay_lr": 0.0,
342
+ "n_history": 3,
343
+ "history_cameras": null,
344
+ "camera_max_pixels": null,
345
+ "command_steps": 10,
346
+ "command_dim": 8,
347
+ "quaternion_identity_norm": true,
348
+ "batched_vision_attention": true,
349
+ "freeze_vision_tower": false,
350
+ "reasoning_form": null,
351
+ "memory_blank_weight": 0.1,
352
+ "memory_outdated_weight": 0.1,
353
+ "max_new_text_tokens": 256,
354
+ "tokens_path": null,
355
+ "extra_tokens": null,
356
+ "extra_tokens_ready": false,
357
+ "overlay_path": null,
358
+ "overlay_constants": null,
359
+ "overlay_camera": "observation.images.third"
360
+ },
361
+ "reward_model": null,
362
+ "output_dir": "/home/irteam/ws/physics_vla_runs/eo1phys_none_img6default_b8_s46600",
363
+ "job_name": "eo1phys_none_img6default_b8_s46600",
364
+ "resume": false,
365
+ "seed": 1000,
366
+ "cudnn_deterministic": false,
367
+ "num_workers": 12,
368
+ "batch_size": 8,
369
+ "prefetch_factor": 4,
370
+ "persistent_workers": true,
371
+ "dataloader_multiprocessing_context": "spawn",
372
+ "steps": 46600,
373
+ "env_eval_freq": 20000,
374
+ "log_freq": 100,
375
+ "eval_steps": 0,
376
+ "max_eval_samples": 0,
377
+ "tolerance_s": 0.0001,
378
+ "save_checkpoint": true,
379
+ "save_freq": 11650,
380
+ "checkpoint_format": "safetensors",
381
+ "use_policy_training_preset": true,
382
+ "optimizer": {
383
+ "type": "adamw",
384
+ "lr": 0.0001,
385
+ "weight_decay": 0.1,
386
+ "grad_clip_norm": 1.0,
387
+ "betas": [
388
+ 0.9,
389
+ 0.999
390
+ ],
391
+ "eps": 1e-08
392
+ },
393
+ "scheduler": {
394
+ "type": "cosine_decay_with_warmup",
395
+ "num_warmup_steps": 900,
396
+ "num_decay_steps": 46600,
397
+ "peak_lr": 0.0001,
398
+ "decay_lr": 0.0
399
+ },
400
+ "parallelism": {
401
+ "dp_replicate": 1,
402
+ "dp_shard": 1,
403
+ "context_parallel": {
404
+ "ring_degree": 1,
405
+ "ulysses_degree": 1
406
+ },
407
+ "cfg_parallel": 1
408
+ },
409
+ "accelerator": {
410
+ "mixed_precision": "no",
411
+ "gradient_accumulation": {
412
+ "steps": 1
413
+ },
414
+ "grad_scaler": {
415
+ "init_scale": 65536.0,
416
+ "growth_factor": 2.0,
417
+ "backoff_factor": 0.5,
418
+ "growth_interval": 2000
419
+ },
420
+ "fsdp": {
421
+ "reshard_after_forward": true,
422
+ "wrap_modules": null,
423
+ "min_num_params": null,
424
+ "cpu_offload": false,
425
+ "ignored_modules": null
426
+ },
427
+ "ddp": {
428
+ "find_unused_parameters": true,
429
+ "gradient_as_bucket_view": false,
430
+ "static_graph": false
431
+ },
432
+ "compile": {
433
+ "enabled": false,
434
+ "backend": "inductor",
435
+ "mode": null,
436
+ "regional": true
437
+ },
438
+ "activation_checkpointing": {
439
+ "mode": "none"
440
+ }
441
+ },
442
+ "eval": {
443
+ "n_episodes": 50,
444
+ "batch_size": 50,
445
+ "use_async_envs": true,
446
+ "recording": false,
447
+ "recording_repo_id": null,
448
+ "recording_private": false
449
+ },
450
+ "ema": {
451
+ "enable": false,
452
+ "decay": null,
453
+ "update_after_step": 0,
454
+ "inv_gamma": 1.0,
455
+ "power": 0.75,
456
+ "min_decay": 0.0,
457
+ "max_decay": 0.9999,
458
+ "use_for_eval": true
459
+ },
460
+ "wandb": {
461
+ "enable": true,
462
+ "disable_artifact": false,
463
+ "project": "physvla",
464
+ "entity": null,
465
+ "notes": null,
466
+ "run_id": "0skmidx0",
467
+ "resume": null,
468
+ "mode": null,
469
+ "console": "wrap",
470
+ "console_multipart": false,
471
+ "console_chunk_max_seconds": 0,
472
+ "add_tags": true
473
+ },
474
+ "peft": null,
475
+ "job": {
476
+ "target": null,
477
+ "image": "huggingface/lerobot-gpu:latest",
478
+ "timeout": "2d",
479
+ "detach": false,
480
+ "tags": []
481
+ },
482
+ "save_checkpoint_to_hub": false,
483
+ "sample_weighting": null,
484
+ "rename_map": {},
485
+ "checkpoint_path": null
486
+ }