Delete config.yaml
Browse files- config.yaml +0 -104
config.yaml
DELETED
|
@@ -1,104 +0,0 @@
|
|
| 1 |
-
run_id: 0418_QwenLatent_13tasks_actionstate_30k
|
| 2 |
-
run_root_dir: ./runs
|
| 3 |
-
seed: 42
|
| 4 |
-
trackers:
|
| 5 |
-
- jsonl
|
| 6 |
-
- wandb
|
| 7 |
-
wandb_entity: timsty
|
| 8 |
-
wandb_project: vla_jepa
|
| 9 |
-
is_debug: false
|
| 10 |
-
framework:
|
| 11 |
-
name: QwenLatent
|
| 12 |
-
qwenvl:
|
| 13 |
-
base_vlm: /mnt/data/fangyu/model/Qwen/Qwen3-VL-2B-Instruct
|
| 14 |
-
attn_implementation: flash_attention_2
|
| 15 |
-
vl_hidden_dim: 2048
|
| 16 |
-
num_data_tokens: 32
|
| 17 |
-
action_model:
|
| 18 |
-
ckpt_path: /mnt/data/fangyu/code/reward_new/runs/0418_Action_13tasks_actionstate_fixchunk15/final_model/pytorch_model.pt
|
| 19 |
-
action_size: 37
|
| 20 |
-
state_size: 74
|
| 21 |
-
use_state: ${datasets.vla_data.state_use_action_chunk}
|
| 22 |
-
hidden_size: 1024
|
| 23 |
-
intermediate_size: 3072
|
| 24 |
-
dataset_vocab_size: 256
|
| 25 |
-
num_data_tokens: 32
|
| 26 |
-
num_t_samples: 4
|
| 27 |
-
min_action_len: 5
|
| 28 |
-
num_encoder_layers: 28
|
| 29 |
-
num_decoder_layers: 28
|
| 30 |
-
num_attention_heads: 16
|
| 31 |
-
num_key_value_heads: 8
|
| 32 |
-
head_dim: 128
|
| 33 |
-
max_position_embeddings: 2048
|
| 34 |
-
max_action_chunk_size: 50
|
| 35 |
-
rms_norm_eps: 1.0e-06
|
| 36 |
-
attention_dropout: 0.0
|
| 37 |
-
use_vae_reparameterization: false
|
| 38 |
-
use_ema: false
|
| 39 |
-
chunk_size: ${datasets.vla_data.chunk_size}
|
| 40 |
-
loss_mode: full
|
| 41 |
-
qwen3_pretrained_name_or_path: /mnt/data/fangyu/model/Qwen/Qwen3-0.6B
|
| 42 |
-
datasets:
|
| 43 |
-
vla_data:
|
| 44 |
-
dataset_py: lerobot_datasets
|
| 45 |
-
data_root_dir: /mnt/data/fangyu/dataset/IPEC-COMMUNITY
|
| 46 |
-
data_mix: cross_embodiedment_13tasks
|
| 47 |
-
CoT_prompt: 'Task: {instruction}. What are the next 15 actions to take?'
|
| 48 |
-
default_image_resolution:
|
| 49 |
-
- 3
|
| 50 |
-
- 224
|
| 51 |
-
- 224
|
| 52 |
-
per_device_batch_size: 32
|
| 53 |
-
load_all_data_for_training: true
|
| 54 |
-
obs:
|
| 55 |
-
- image_0
|
| 56 |
-
image_size:
|
| 57 |
-
- 224
|
| 58 |
-
- 224
|
| 59 |
-
video_backend: torchcodec
|
| 60 |
-
load_video: true
|
| 61 |
-
chunk_size: 15
|
| 62 |
-
state_use_action_chunk: true
|
| 63 |
-
num_history_steps: 0
|
| 64 |
-
include_state: ${datasets.vla_data.state_use_action_chunk}
|
| 65 |
-
trainer:
|
| 66 |
-
epochs: 100
|
| 67 |
-
max_train_steps: 50000
|
| 68 |
-
num_warmup_steps: 5000
|
| 69 |
-
num_stable_steps: 0
|
| 70 |
-
mode: decay_aux_loss
|
| 71 |
-
loss_weights_decay_steps: 5000
|
| 72 |
-
save_interval: 5000
|
| 73 |
-
eval_interval: 50
|
| 74 |
-
max_checkpoints_to_keep: 20
|
| 75 |
-
learning_rate:
|
| 76 |
-
base: 2.5e-05
|
| 77 |
-
qwen_vl_interface: 2.5e-05
|
| 78 |
-
action_model: 2.5e-05
|
| 79 |
-
lr_scheduler_type: warmup_stable_cosine
|
| 80 |
-
scheduler_specific_kwargs:
|
| 81 |
-
min_lr_ratio: 0.001
|
| 82 |
-
freeze_modules: ''
|
| 83 |
-
loss_scale:
|
| 84 |
-
align_loss: 1.0
|
| 85 |
-
recon_loss: 1.0
|
| 86 |
-
predict_loss: 1.0
|
| 87 |
-
warmup_ratio: 0.1
|
| 88 |
-
weight_decay: 0.0
|
| 89 |
-
logging_frequency: 10
|
| 90 |
-
gradient_clipping: 5.0
|
| 91 |
-
gradient_accumulation_steps: 1
|
| 92 |
-
optimizer:
|
| 93 |
-
name: AdamW
|
| 94 |
-
betas:
|
| 95 |
-
- 0.9
|
| 96 |
-
- 0.95
|
| 97 |
-
eps: 1.0e-08
|
| 98 |
-
weight_decay: 1.0e-08
|
| 99 |
-
is_resume: false
|
| 100 |
-
resume_epoch: null
|
| 101 |
-
resume_step: null
|
| 102 |
-
enable_gradient_checkpointing: true
|
| 103 |
-
enable_mixed_precision_training: true
|
| 104 |
-
output_dir: ./runs/0418_QwenLatent_13tasks_actionstate_30k
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|