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experiment_cfg/conf.yaml
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| 1 |
+
load_config_path: null
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| 2 |
+
model:
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| 3 |
+
model_type: Gr00tN1d6
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| 4 |
+
model_dtype: bfloat16
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| 5 |
+
model_name: nvidia/Eagle-Block2A-2B-v2
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| 6 |
+
backbone_model_type: eagle
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| 7 |
+
model_revision: null
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| 8 |
+
tune_top_llm_layers: 4
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| 9 |
+
backbone_embedding_dim: 2048
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| 10 |
+
tune_llm: false
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| 11 |
+
tune_visual: false
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| 12 |
+
select_layer: 16
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| 13 |
+
reproject_vision: false
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| 14 |
+
use_flash_attention: true
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| 15 |
+
load_bf16: false
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| 16 |
+
collator_overwrite_image_inputs: false
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| 17 |
+
eagle_collator: true
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| 18 |
+
backbone_trainable_params_fp32: true
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| 19 |
+
image_crop_size: null
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| 20 |
+
image_target_size: null
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| 21 |
+
shortest_image_edge: 256
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| 22 |
+
crop_fraction: 0.95
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| 23 |
+
random_rotation_angle: null
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| 24 |
+
color_jitter_params: null
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| 25 |
+
use_albumentations_transforms: true
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| 26 |
+
formalize_language: true
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| 27 |
+
apply_sincos_state_encoding: false
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| 28 |
+
use_relative_action: true
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| 29 |
+
max_state_dim: 29
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| 30 |
+
max_action_dim: 29
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| 31 |
+
action_horizon: 16
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| 32 |
+
hidden_size: 1024
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| 33 |
+
input_embedding_dim: 1536
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| 34 |
+
add_pos_embed: true
|
| 35 |
+
attn_dropout: 0.2
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| 36 |
+
use_vlln: true
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| 37 |
+
max_seq_len: 1024
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| 38 |
+
use_alternate_vl_dit: true
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| 39 |
+
attend_text_every_n_blocks: 2
|
| 40 |
+
diffusion_model_cfg:
|
| 41 |
+
positional_embeddings: null
|
| 42 |
+
num_layers: 32
|
| 43 |
+
num_attention_heads: 32
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| 44 |
+
attention_head_dim: 48
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| 45 |
+
norm_type: ada_norm
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| 46 |
+
dropout: 0.2
|
| 47 |
+
final_dropout: true
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| 48 |
+
output_dim: 1024
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| 49 |
+
interleave_self_attention: true
|
| 50 |
+
num_inference_timesteps: 4
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| 51 |
+
noise_beta_alpha: 1.5
|
| 52 |
+
noise_beta_beta: 1.0
|
| 53 |
+
noise_s: 0.999
|
| 54 |
+
num_timestep_buckets: 1000
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| 55 |
+
tune_projector: true
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| 56 |
+
tune_diffusion_model: true
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| 57 |
+
tune_vlln: true
|
| 58 |
+
state_dropout_prob: 0.0
|
| 59 |
+
state_additive_noise_scale: 0.0
|
| 60 |
+
max_num_embodiments: 32
|
| 61 |
+
data:
|
| 62 |
+
datasets:
|
| 63 |
+
- dataset_paths:
|
| 64 |
+
- /root/videos/atomic_split_train/AdjustToasterOvenTemperature/GraspObject/20250820/lerobot
|
| 65 |
+
- /root/videos/atomic_split_train/AdjustToasterOvenTemperature/TwistKnob/20250820/lerobot
|
| 66 |
+
- /root/videos/atomic_split_train/AdjustWaterTemperature/GraspObject/20250820/lerobot
|
| 67 |
+
- /root/videos/atomic_split_train/AdjustWaterTemperature/TwistKnob/20250820/lerobot
|
| 68 |
+
- /root/videos/atomic_split_train/CheesyBread/PickObject/20250714/lerobot
|
| 69 |
+
- /root/videos/atomic_split_train/CheesyBread/PlaceObject/20250714/lerobot
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| 70 |
+
- /root/videos/atomic_split_train/CloseBlenderLid/PickObject/20250822/lerobot
|
| 71 |
+
- /root/videos/atomic_split_train/CloseBlenderLid/PlaceObject/20250822/lerobot
|
| 72 |
+
- /root/videos/atomic_split_train/CloseCabinet-DoubleDoor/ApproachToObject_0/20250819/lerobot
|
| 73 |
+
- /root/videos/atomic_split_train/CloseCabinet-DoubleDoor/ApproachToObject_1/20250819/lerobot
|
| 74 |
+
- /root/videos/atomic_split_train/CloseCabinet-DoubleDoor/CloseDoor_0/20250819/lerobot
|
| 75 |
+
- /root/videos/atomic_split_train/CloseCabinet-DoubleDoor/CloseDoor_1/20250819/lerobot
|
| 76 |
+
- /root/videos/atomic_split_train/CloseCabinet-SingleDoor/ApproachToObject/20250819/lerobot
|
| 77 |
+
- /root/videos/atomic_split_train/CloseCabinet-SingleDoor/CloseDoor/20250819/lerobot
|
| 78 |
+
- /root/videos/atomic_split_train/CloseCabinet/20250819/lerobot
|
| 79 |
+
- /root/videos/atomic_split_train/CloseDishwasher/ApproachToObject/20250820/lerobot
|
| 80 |
+
- /root/videos/atomic_split_train/CloseDishwasher/PushClose/20250820/lerobot
|
| 81 |
+
- /root/videos/atomic_split_train/CloseDrawer/ApproachToObject/20250819/lerobot
|
| 82 |
+
- /root/videos/atomic_split_train/CloseDrawer/PushClose/20250819/lerobot
|
| 83 |
+
- /root/videos/atomic_split_train/CloseElectricKettleLid/20250820/lerobot
|
| 84 |
+
- /root/videos/atomic_split_train/CloseFridge-DoubleDoor/ApproachToObject_0/20250819/lerobot
|
| 85 |
+
- /root/videos/atomic_split_train/CloseFridge-DoubleDoor/ApproachToObject_1/20250819/lerobot
|
| 86 |
+
- /root/videos/atomic_split_train/CloseFridge-DoubleDoor/CloseDoor_0/20250819/lerobot
|
| 87 |
+
- /root/videos/atomic_split_train/CloseFridge-DoubleDoor/CloseDoor_1/20250819/lerobot
|
| 88 |
+
- /root/videos/atomic_split_train/CloseFridge-SingleDoor/ApproachToObject/20250819/lerobot
|
| 89 |
+
- /root/videos/atomic_split_train/CloseFridge-SingleDoor/CloseDoor/20250819/lerobot
|
| 90 |
+
- /root/videos/atomic_split_train/CloseFridgeDrawer/ApproachToObject/20250821/lerobot
|
| 91 |
+
- /root/videos/atomic_split_train/CloseFridgeDrawer/PushClose/20250821/lerobot
|
| 92 |
+
- /root/videos/atomic_split_train/CloseMicrowave/ApproachToObject/20250819/lerobot
|
| 93 |
+
- /root/videos/atomic_split_train/CloseMicrowave/CloseDoor/20250819/lerobot
|
| 94 |
+
- /root/videos/atomic_split_train/CloseOven-split/ApproachToObject/20250820/lerobot
|
| 95 |
+
- /root/videos/atomic_split_train/CloseOven-split/PushClose/20250820/lerobot
|
| 96 |
+
- /root/videos/atomic_split_train/CloseOven/20250820/lerobot
|
| 97 |
+
- /root/videos/atomic_split_train/CloseStandMixerHead-split/ApproachToObject/20250820/lerobot
|
| 98 |
+
- /root/videos/atomic_split_train/CloseStandMixerHead-split/CloseDoor/20250820/lerobot
|
| 99 |
+
- /root/videos/atomic_split_train/CloseStandMixerHead/20250820/lerobot
|
| 100 |
+
- /root/videos/atomic_split_train/CloseToasterOvenDoor-split/ApproachToObject/20250820/lerobot
|
| 101 |
+
- /root/videos/atomic_split_train/CloseToasterOvenDoor-split/CloseDoor/20250820/lerobot
|
| 102 |
+
- /root/videos/atomic_split_train/CloseToasterOvenDoor/20250820/lerobot
|
| 103 |
+
- /root/videos/atomic_split_train/CoffeeServeMug/PickObject/20250819/lerobot
|
| 104 |
+
- /root/videos/atomic_split_train/CoffeeServeMug/PlaceObject/20250819/lerobot
|
| 105 |
+
- /root/videos/atomic_split_train/CoffeeSetupMug/PickObject/20250819/lerobot
|
| 106 |
+
- /root/videos/atomic_split_train/CoffeeSetupMug/PlaceObject/20250819/lerobot
|
| 107 |
+
- /root/videos/atomic_split_train/LowerHeat/GraspObject/20250805/lerobot
|
| 108 |
+
- /root/videos/atomic_split_train/LowerHeat/TwistKnob/20250805/lerobot
|
| 109 |
+
- /root/videos/atomic_split_train/MakeIcedCoffee/PickObject/20250801/lerobot
|
| 110 |
+
- /root/videos/atomic_split_train/MakeIcedCoffee/PlaceObject/20250801/lerobot
|
| 111 |
+
- /root/videos/atomic_split_train/OpenBlenderLid/PickObject/20250822/lerobot
|
| 112 |
+
- /root/videos/atomic_split_train/OpenBlenderLid/PlaceObject/20250822/lerobot
|
| 113 |
+
- /root/videos/atomic_split_train/OpenCabinet-DoubleDoor/GraspObject_0/20250819/lerobot
|
| 114 |
+
- /root/videos/atomic_split_train/OpenCabinet-DoubleDoor/GraspObject_1/20250819/lerobot
|
| 115 |
+
- /root/videos/atomic_split_train/OpenCabinet-DoubleDoor/OpenDoor_0/20250819/lerobot
|
| 116 |
+
- /root/videos/atomic_split_train/OpenCabinet-DoubleDoor/OpenDoor_1/20250819/lerobot
|
| 117 |
+
- /root/videos/atomic_split_train/OpenCabinet-SingleDoor/GraspObject/20250819/lerobot
|
| 118 |
+
- /root/videos/atomic_split_train/OpenCabinet-SingleDoor/OpenDoor/20250819/lerobot
|
| 119 |
+
- /root/videos/atomic_split_train/OpenDishwasher/GraspObject/20250820/lerobot
|
| 120 |
+
- /root/videos/atomic_split_train/OpenDishwasher/OpenDoor/20250820/lerobot
|
| 121 |
+
- /root/videos/atomic_split_train/OpenDrawer/GraspObject/20250819/lerobot
|
| 122 |
+
- /root/videos/atomic_split_train/OpenDrawer/PullOpen/20250819/lerobot
|
| 123 |
+
- /root/videos/atomic_split_train/OpenElectricKettleLid-split/ApproachToObject/20250820/lerobot
|
| 124 |
+
- /root/videos/atomic_split_train/OpenElectricKettleLid-split/PressButton/20250820/lerobot
|
| 125 |
+
- /root/videos/atomic_split_train/OpenElectricKettleLid/20250820/lerobot
|
| 126 |
+
- /root/videos/atomic_split_train/OpenFridge-DoubleDoor/GraspObject_0/20250819/lerobot
|
| 127 |
+
- /root/videos/atomic_split_train/OpenFridge-DoubleDoor/GraspObject_1/20250819/lerobot
|
| 128 |
+
- /root/videos/atomic_split_train/OpenFridge-DoubleDoor/OpenDoor_0/20250819/lerobot
|
| 129 |
+
- /root/videos/atomic_split_train/OpenFridge-DoubleDoor/OpenDoor_1/20250819/lerobot
|
| 130 |
+
- /root/videos/atomic_split_train/OpenFridge-SingleDoor/GraspObject/20250819/lerobot
|
| 131 |
+
- /root/videos/atomic_split_train/OpenFridge-SingleDoor/OpenDoor/20250819/lerobot
|
| 132 |
+
- /root/videos/atomic_split_train/OpenFridgeDrawer-split/GraspObject/20250821/lerobot
|
| 133 |
+
- /root/videos/atomic_split_train/OpenFridgeDrawer-split/PullOpen/20250821/lerobot
|
| 134 |
+
- /root/videos/atomic_split_train/OpenFridgeDrawer/20250821/lerobot
|
| 135 |
+
- /root/videos/atomic_split_train/OpenMicrowave/GraspObject/20250819/lerobot
|
| 136 |
+
- /root/videos/atomic_split_train/OpenMicrowave/OpenDoor/20250819/lerobot
|
| 137 |
+
- /root/videos/atomic_split_train/OpenOven/GraspObject/20250820/lerobot
|
| 138 |
+
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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- /root/videos/atomic_split_train/PickPlaceDrawerToCounter/PickObject/20250820/lerobot
|
| 167 |
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- /root/videos/atomic_split_train/PickPlaceDrawerToCounter/PlaceObject/20250820/lerobot
|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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|
| 173 |
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|
| 174 |
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|
| 175 |
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|
| 176 |
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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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| 184 |
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| 185 |
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|
| 186 |
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|
| 187 |
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| 188 |
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|
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| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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| 214 |
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| 215 |
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|
| 216 |
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| 217 |
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|
| 218 |
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| 219 |
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|
| 220 |
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| 221 |
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|
| 222 |
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|
| 223 |
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| 224 |
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|
| 225 |
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- /root/videos/atomic_split_train/TurnSinkSpout/TurnSinkSpout/20250820/lerobot
|
| 226 |
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embodiment_tag: robocasa_panda_omron
|
| 227 |
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mix_ratio: 1.0
|
| 228 |
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dataset_type: physical_embodiment
|
| 229 |
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val_dataset_path: null
|
| 230 |
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modality_configs:
|
| 231 |
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robocasa_panda_omron:
|
| 232 |
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video:
|
| 233 |
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delta_indices:
|
| 234 |
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|
| 235 |
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modality_keys:
|
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| 237 |
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|
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sin_cos_embedding_keys: null
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| 240 |
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mean_std_embedding_keys: null
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action_configs: null
|
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state:
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delta_indices:
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modality_keys:
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|
| 248 |
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| 249 |
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sin_cos_embedding_keys: null
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| 252 |
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mean_std_embedding_keys: null
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action_configs: null
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action:
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| 255 |
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delta_indices:
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| 256 |
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| 257 |
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| 262 |
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| 264 |
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| 266 |
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| 267 |
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|
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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modality_keys:
|
| 273 |
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- end_effector_position
|
| 274 |
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- end_effector_rotation
|
| 275 |
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- gripper_close
|
| 276 |
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- base_motion
|
| 277 |
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- control_mode
|
| 278 |
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sin_cos_embedding_keys: null
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| 279 |
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mean_std_embedding_keys: null
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| 280 |
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action_configs:
|
| 281 |
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- rep: ABSOLUTE
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| 282 |
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type: NON_EEF
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| 283 |
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format: DEFAULT
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| 284 |
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state_key: null
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| 285 |
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| 286 |
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type: NON_EEF
|
| 287 |
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format: DEFAULT
|
| 288 |
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state_key: null
|
| 289 |
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- rep: ABSOLUTE
|
| 290 |
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type: NON_EEF
|
| 291 |
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format: DEFAULT
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| 292 |
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state_key: null
|
| 293 |
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| 294 |
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type: NON_EEF
|
| 295 |
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format: DEFAULT
|
| 296 |
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state_key: null
|
| 297 |
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- rep: ABSOLUTE
|
| 298 |
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type: NON_EEF
|
| 299 |
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format: DEFAULT
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| 300 |
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state_key: null
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| 301 |
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language:
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delta_indices:
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| 303 |
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- 0
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modality_keys:
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| 305 |
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| 307 |
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mean_std_embedding_keys: null
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| 308 |
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action_configs: null
|
| 309 |
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download_cache: false
|
| 310 |
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shard_size: 1024
|
| 311 |
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episode_sampling_rate: 0.1
|
| 312 |
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num_shards_per_epoch: 100000
|
| 313 |
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override_pretraining_statistics: false
|
| 314 |
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mode: single_turn
|
| 315 |
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random_chop: 0.0
|
| 316 |
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mock_dataset_mode: false
|
| 317 |
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shuffle: true
|
| 318 |
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seed: 42
|
| 319 |
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multiprocessing_context: fork
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| 320 |
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allow_padding: false
|
| 321 |
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subsample_ratio: 1.0
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| 322 |
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image_crop_size:
|
| 323 |
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- 244
|
| 324 |
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- 244
|
| 325 |
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image_target_size:
|
| 326 |
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- 224
|
| 327 |
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- 224
|
| 328 |
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video_backend: torchcodec
|
| 329 |
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training:
|
| 330 |
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output_dir: /root/outputs/gr00t-all-tasks
|
| 331 |
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experiment_name: null
|
| 332 |
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max_steps: 50000
|
| 333 |
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global_batch_size: 64
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| 334 |
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batch_size: null
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| 335 |
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gradient_accumulation_steps: 1
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| 336 |
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learning_rate: 0.0001
|
| 337 |
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lr_scheduler_type: cosine
|
| 338 |
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weight_decay: 1.0e-05
|
| 339 |
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warmup_ratio: 0.05
|
| 340 |
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warmup_steps: 0
|
| 341 |
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max_grad_norm: 1.0
|
| 342 |
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optim: adamw_torch
|
| 343 |
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start_from_checkpoint: nvidia/GR00T-N1.6-3B
|
| 344 |
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tf32: true
|
| 345 |
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fp16: false
|
| 346 |
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bf16: true
|
| 347 |
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eval_bf16: true
|
| 348 |
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logging_steps: 10
|
| 349 |
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save_steps: 2500
|
| 350 |
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save_total_limit: 5
|
| 351 |
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save_vl_model: false
|
| 352 |
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upload_checkpoints: false
|
| 353 |
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upload_every: 1000
|
| 354 |
+
upload_last_n_checkpoints: 5
|
| 355 |
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max_concurrent_uploads: 2
|
| 356 |
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eval_strategy: 'no'
|
| 357 |
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eval_steps: 500
|
| 358 |
+
eval_set_split_ratio: 0.1
|
| 359 |
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eval_batch_size: 2
|
| 360 |
+
save_best_eval_metric_name: ''
|
| 361 |
+
save_best_eval_metric_greater_is_better: true
|
| 362 |
+
deepspeed_stage: 2
|
| 363 |
+
gradient_checkpointing: false
|
| 364 |
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transformers_trust_remote_code: true
|
| 365 |
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transformers_local_files_only: false
|
| 366 |
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transformers_cache_dir: null
|
| 367 |
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transformers_access_token: null
|
| 368 |
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use_ddp: false
|
| 369 |
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ddp_bucket_cap_mb: 100
|
| 370 |
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num_gpus: 8
|
| 371 |
+
dataloader_num_workers: 4
|
| 372 |
+
remove_unused_columns: false
|
| 373 |
+
use_wandb: false
|
| 374 |
+
wandb_project: finetune-gr00t-n1d6
|
| 375 |
+
enable_profiling: false
|
| 376 |
+
max_retries: 3
|
| 377 |
+
assert_loss_less_than: null
|
| 378 |
+
add_rl_callback: false
|
| 379 |
+
enable_open_loop_eval: false
|
| 380 |
+
open_loop_eval_traj_ids:
|
| 381 |
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- 0
|
| 382 |
+
open_loop_eval_steps_per_traj: 100
|
| 383 |
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open_loop_eval_plot_indices: null
|
| 384 |
+
max_steps: 50000
|
| 385 |
+
save_steps: 2500
|
experiment_cfg/config.yaml
ADDED
|
@@ -0,0 +1,421 @@
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|
| 1 |
+
!!python/object:gr00t.configs.base_config.Config
|
| 2 |
+
data: !!python/object:gr00t.configs.data.data_config.DataConfig
|
| 3 |
+
allow_padding: false
|
| 4 |
+
datasets:
|
| 5 |
+
- !!python/object:gr00t.configs.data.data_config.SingleDatasetConfig
|
| 6 |
+
dataset_paths:
|
| 7 |
+
- /root/videos/atomic_split_train/AdjustToasterOvenTemperature/GraspObject/20250820/lerobot
|
| 8 |
+
- /root/videos/atomic_split_train/AdjustToasterOvenTemperature/TwistKnob/20250820/lerobot
|
| 9 |
+
- /root/videos/atomic_split_train/AdjustWaterTemperature/GraspObject/20250820/lerobot
|
| 10 |
+
- /root/videos/atomic_split_train/AdjustWaterTemperature/TwistKnob/20250820/lerobot
|
| 11 |
+
- /root/videos/atomic_split_train/CheesyBread/PickObject/20250714/lerobot
|
| 12 |
+
- /root/videos/atomic_split_train/CheesyBread/PlaceObject/20250714/lerobot
|
| 13 |
+
- /root/videos/atomic_split_train/CloseBlenderLid/PickObject/20250822/lerobot
|
| 14 |
+
- /root/videos/atomic_split_train/CloseBlenderLid/PlaceObject/20250822/lerobot
|
| 15 |
+
- /root/videos/atomic_split_train/CloseCabinet-DoubleDoor/ApproachToObject_0/20250819/lerobot
|
| 16 |
+
- /root/videos/atomic_split_train/CloseCabinet-DoubleDoor/ApproachToObject_1/20250819/lerobot
|
| 17 |
+
- /root/videos/atomic_split_train/CloseCabinet-DoubleDoor/CloseDoor_0/20250819/lerobot
|
| 18 |
+
- /root/videos/atomic_split_train/CloseCabinet-DoubleDoor/CloseDoor_1/20250819/lerobot
|
| 19 |
+
- /root/videos/atomic_split_train/CloseCabinet-SingleDoor/ApproachToObject/20250819/lerobot
|
| 20 |
+
- /root/videos/atomic_split_train/CloseCabinet-SingleDoor/CloseDoor/20250819/lerobot
|
| 21 |
+
- /root/videos/atomic_split_train/CloseCabinet/20250819/lerobot
|
| 22 |
+
- /root/videos/atomic_split_train/CloseDishwasher/ApproachToObject/20250820/lerobot
|
| 23 |
+
- /root/videos/atomic_split_train/CloseDishwasher/PushClose/20250820/lerobot
|
| 24 |
+
- /root/videos/atomic_split_train/CloseDrawer/ApproachToObject/20250819/lerobot
|
| 25 |
+
- /root/videos/atomic_split_train/CloseDrawer/PushClose/20250819/lerobot
|
| 26 |
+
- /root/videos/atomic_split_train/CloseElectricKettleLid/20250820/lerobot
|
| 27 |
+
- /root/videos/atomic_split_train/CloseFridge-DoubleDoor/ApproachToObject_0/20250819/lerobot
|
| 28 |
+
- /root/videos/atomic_split_train/CloseFridge-DoubleDoor/ApproachToObject_1/20250819/lerobot
|
| 29 |
+
- /root/videos/atomic_split_train/CloseFridge-DoubleDoor/CloseDoor_0/20250819/lerobot
|
| 30 |
+
- /root/videos/atomic_split_train/CloseFridge-DoubleDoor/CloseDoor_1/20250819/lerobot
|
| 31 |
+
- /root/videos/atomic_split_train/CloseFridge-SingleDoor/ApproachToObject/20250819/lerobot
|
| 32 |
+
- /root/videos/atomic_split_train/CloseFridge-SingleDoor/CloseDoor/20250819/lerobot
|
| 33 |
+
- /root/videos/atomic_split_train/CloseFridgeDrawer/ApproachToObject/20250821/lerobot
|
| 34 |
+
- /root/videos/atomic_split_train/CloseFridgeDrawer/PushClose/20250821/lerobot
|
| 35 |
+
- /root/videos/atomic_split_train/CloseMicrowave/ApproachToObject/20250819/lerobot
|
| 36 |
+
- /root/videos/atomic_split_train/CloseMicrowave/CloseDoor/20250819/lerobot
|
| 37 |
+
- /root/videos/atomic_split_train/CloseOven-split/ApproachToObject/20250820/lerobot
|
| 38 |
+
- /root/videos/atomic_split_train/CloseOven-split/PushClose/20250820/lerobot
|
| 39 |
+
- /root/videos/atomic_split_train/CloseOven/20250820/lerobot
|
| 40 |
+
- /root/videos/atomic_split_train/CloseStandMixerHead-split/ApproachToObject/20250820/lerobot
|
| 41 |
+
- /root/videos/atomic_split_train/CloseStandMixerHead-split/CloseDoor/20250820/lerobot
|
| 42 |
+
- /root/videos/atomic_split_train/CloseStandMixerHead/20250820/lerobot
|
| 43 |
+
- /root/videos/atomic_split_train/CloseToasterOvenDoor-split/ApproachToObject/20250820/lerobot
|
| 44 |
+
- /root/videos/atomic_split_train/CloseToasterOvenDoor-split/CloseDoor/20250820/lerobot
|
| 45 |
+
- /root/videos/atomic_split_train/CloseToasterOvenDoor/20250820/lerobot
|
| 46 |
+
- /root/videos/atomic_split_train/CoffeeServeMug/PickObject/20250819/lerobot
|
| 47 |
+
- /root/videos/atomic_split_train/CoffeeServeMug/PlaceObject/20250819/lerobot
|
| 48 |
+
- /root/videos/atomic_split_train/CoffeeSetupMug/PickObject/20250819/lerobot
|
| 49 |
+
- /root/videos/atomic_split_train/CoffeeSetupMug/PlaceObject/20250819/lerobot
|
| 50 |
+
- /root/videos/atomic_split_train/LowerHeat/GraspObject/20250805/lerobot
|
| 51 |
+
- /root/videos/atomic_split_train/LowerHeat/TwistKnob/20250805/lerobot
|
| 52 |
+
- /root/videos/atomic_split_train/MakeIcedCoffee/PickObject/20250801/lerobot
|
| 53 |
+
- /root/videos/atomic_split_train/MakeIcedCoffee/PlaceObject/20250801/lerobot
|
| 54 |
+
- /root/videos/atomic_split_train/OpenBlenderLid/PickObject/20250822/lerobot
|
| 55 |
+
- /root/videos/atomic_split_train/OpenBlenderLid/PlaceObject/20250822/lerobot
|
| 56 |
+
- /root/videos/atomic_split_train/OpenCabinet-DoubleDoor/GraspObject_0/20250819/lerobot
|
| 57 |
+
- /root/videos/atomic_split_train/OpenCabinet-DoubleDoor/GraspObject_1/20250819/lerobot
|
| 58 |
+
- /root/videos/atomic_split_train/OpenCabinet-DoubleDoor/OpenDoor_0/20250819/lerobot
|
| 59 |
+
- /root/videos/atomic_split_train/OpenCabinet-DoubleDoor/OpenDoor_1/20250819/lerobot
|
| 60 |
+
- /root/videos/atomic_split_train/OpenCabinet-SingleDoor/GraspObject/20250819/lerobot
|
| 61 |
+
- /root/videos/atomic_split_train/OpenCabinet-SingleDoor/OpenDoor/20250819/lerobot
|
| 62 |
+
- /root/videos/atomic_split_train/OpenDishwasher/GraspObject/20250820/lerobot
|
| 63 |
+
- /root/videos/atomic_split_train/OpenDishwasher/OpenDoor/20250820/lerobot
|
| 64 |
+
- /root/videos/atomic_split_train/OpenDrawer/GraspObject/20250819/lerobot
|
| 65 |
+
- /root/videos/atomic_split_train/OpenDrawer/PullOpen/20250819/lerobot
|
| 66 |
+
- /root/videos/atomic_split_train/OpenElectricKettleLid-split/ApproachToObject/20250820/lerobot
|
| 67 |
+
- /root/videos/atomic_split_train/OpenElectricKettleLid-split/PressButton/20250820/lerobot
|
| 68 |
+
- /root/videos/atomic_split_train/OpenElectricKettleLid/20250820/lerobot
|
| 69 |
+
- /root/videos/atomic_split_train/OpenFridge-DoubleDoor/GraspObject_0/20250819/lerobot
|
| 70 |
+
- /root/videos/atomic_split_train/OpenFridge-DoubleDoor/GraspObject_1/20250819/lerobot
|
| 71 |
+
- /root/videos/atomic_split_train/OpenFridge-DoubleDoor/OpenDoor_0/20250819/lerobot
|
| 72 |
+
- /root/videos/atomic_split_train/OpenFridge-DoubleDoor/OpenDoor_1/20250819/lerobot
|
| 73 |
+
- /root/videos/atomic_split_train/OpenFridge-SingleDoor/GraspObject/20250819/lerobot
|
| 74 |
+
- /root/videos/atomic_split_train/OpenFridge-SingleDoor/OpenDoor/20250819/lerobot
|
| 75 |
+
- /root/videos/atomic_split_train/OpenFridgeDrawer-split/GraspObject/20250821/lerobot
|
| 76 |
+
- /root/videos/atomic_split_train/OpenFridgeDrawer-split/PullOpen/20250821/lerobot
|
| 77 |
+
- /root/videos/atomic_split_train/OpenFridgeDrawer/20250821/lerobot
|
| 78 |
+
- /root/videos/atomic_split_train/OpenMicrowave/GraspObject/20250819/lerobot
|
| 79 |
+
- /root/videos/atomic_split_train/OpenMicrowave/OpenDoor/20250819/lerobot
|
| 80 |
+
- /root/videos/atomic_split_train/OpenOven/GraspObject/20250820/lerobot
|
| 81 |
+
- /root/videos/atomic_split_train/OpenOven/OpenDoor/20250820/lerobot
|
| 82 |
+
- /root/videos/atomic_split_train/OpenStandMixerHead-split/GraspObject/20250820/lerobot
|
| 83 |
+
- /root/videos/atomic_split_train/OpenStandMixerHead-split/OpenDoor/20250820/lerobot
|
| 84 |
+
- /root/videos/atomic_split_train/OpenStandMixerHead/20250820/lerobot
|
| 85 |
+
- /root/videos/atomic_split_train/OpenToasterOvenDoor/GraspObject/20250820/lerobot
|
| 86 |
+
- /root/videos/atomic_split_train/OpenToasterOvenDoor/OpenDoor/20250820/lerobot
|
| 87 |
+
- /root/videos/atomic_split_train/PackDessert/PickObject/20250806/lerobot
|
| 88 |
+
- /root/videos/atomic_split_train/PackDessert/PlaceObject/20250806/lerobot
|
| 89 |
+
- /root/videos/atomic_split_train/PickPlaceCabinetToCounter/PickObject/20250819/lerobot
|
| 90 |
+
- /root/videos/atomic_split_train/PickPlaceCabinetToCounter/PlaceObject/20250819/lerobot
|
| 91 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToBlender/PickObject/20250822/lerobot
|
| 92 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToBlender/PlaceObject/20250822/lerobot
|
| 93 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToCabinet/PickObject/20250819/lerobot
|
| 94 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToCabinet/PlaceObject/20250819/lerobot
|
| 95 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToDrawer/PickObject/20250821/lerobot
|
| 96 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToDrawer/PlaceObject/20250821/lerobot
|
| 97 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToMicrowave/PickObject/20250819/lerobot
|
| 98 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToMicrowave/PlaceObject/20250819/lerobot
|
| 99 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToOven/PickObject/20250819/lerobot
|
| 100 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToOven/PlaceObject/20250819/lerobot
|
| 101 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToSink/PickObject/20250819/lerobot
|
| 102 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToSink/PlaceObject/20250819/lerobot
|
| 103 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToStandMixer/PickObject/20250820/lerobot
|
| 104 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToStandMixer/PlaceObject/20250820/lerobot
|
| 105 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToStove/PickObject/20250819/lerobot
|
| 106 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToStove/PlaceObject/20250819/lerobot
|
| 107 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToToasterOven/PickObject/20250819/lerobot
|
| 108 |
+
- /root/videos/atomic_split_train/PickPlaceCounterToToasterOven/PlaceObject/20250819/lerobot
|
| 109 |
+
- /root/videos/atomic_split_train/PickPlaceDrawerToCounter/PickObject/20250820/lerobot
|
| 110 |
+
- /root/videos/atomic_split_train/PickPlaceDrawerToCounter/PlaceObject/20250820/lerobot
|
| 111 |
+
- /root/videos/atomic_split_train/PickPlaceFridgeDrawerToShelf/PickObject/20250821/lerobot
|
| 112 |
+
- /root/videos/atomic_split_train/PickPlaceFridgeDrawerToShelf/PlaceObject/20250821/lerobot
|
| 113 |
+
- /root/videos/atomic_split_train/PickPlaceFridgeShelfToDrawer/PickObject/20250821/lerobot
|
| 114 |
+
- /root/videos/atomic_split_train/PickPlaceFridgeShelfToDrawer/PlaceObject/20250821/lerobot
|
| 115 |
+
- /root/videos/atomic_split_train/PickPlaceMicrowaveToCounter/PickObject/20250819/lerobot
|
| 116 |
+
- /root/videos/atomic_split_train/PickPlaceMicrowaveToCounter/PlaceObject/20250819/lerobot
|
| 117 |
+
- /root/videos/atomic_split_train/PickPlaceSinkToCounter/PickObject/20250819/lerobot
|
| 118 |
+
- /root/videos/atomic_split_train/PickPlaceSinkToCounter/PlaceObject/20250819/lerobot
|
| 119 |
+
- /root/videos/atomic_split_train/PickPlaceStoveToCounter/PickObject/20250819/lerobot
|
| 120 |
+
- /root/videos/atomic_split_train/PickPlaceStoveToCounter/PlaceObject/20250819/lerobot
|
| 121 |
+
- /root/videos/atomic_split_train/PickPlaceToasterOvenToCounter/PickObject/20250819/lerobot
|
| 122 |
+
- /root/videos/atomic_split_train/PickPlaceToasterOvenToCounter/PlaceObject/20250819/lerobot
|
| 123 |
+
- /root/videos/atomic_split_train/PickPlaceToasterToCounter/PickObject/20250819/lerobot
|
| 124 |
+
- /root/videos/atomic_split_train/PickPlaceToasterToCounter/PlaceObject/20250819/lerobot
|
| 125 |
+
- /root/videos/atomic_split_train/PreheatOven/GraspObject/20250903/lerobot
|
| 126 |
+
- /root/videos/atomic_split_train/PreheatOven/TwistKnob/20250903/lerobot
|
| 127 |
+
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|
| 128 |
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| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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| 167 |
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|
| 168 |
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- /root/videos/atomic_split_train/TurnSinkSpout/TurnSinkSpout/20250820/lerobot
|
| 169 |
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dataset_type: physical_embodiment
|
| 170 |
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embodiment_tag: robocasa_panda_omron
|
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|
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mock_dataset_mode: false
|
| 182 |
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modality_configs:
|
| 183 |
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robocasa_panda_omron:
|
| 184 |
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action: !!python/object:gr00t.data.types.ModalityConfig
|
| 185 |
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action_configs:
|
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|
| 187 |
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format: &id001 !!python/object/apply:gr00t.data.types.ActionFormat
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rep: &id002 !!python/object/apply:gr00t.data.types.ActionRepresentation
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|
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state_key: null
|
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type: &id003 !!python/object/apply:gr00t.data.types.ActionType
|
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|
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|
| 195 |
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format: *id001
|
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rep: *id002
|
| 197 |
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type: *id003
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- !!python/object:gr00t.data.types.ActionConfig
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format: *id001
|
| 201 |
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rep: *id002
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state_key: null
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- !!python/object:gr00t.data.types.ActionConfig
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|
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modality_keys:
|
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
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sin_cos_embedding_keys: null
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language: !!python/object:gr00t.data.types.ModalityConfig
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action_configs: null
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delta_indices:
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- 0
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state: !!python/object:gr00t.data.types.ModalityConfig
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action_configs: null
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delta_indices:
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- 0
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modality_keys:
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- end_effector_position_relative
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| 254 |
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|
| 255 |
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- gripper_qpos
|
| 256 |
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- base_position
|
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video: !!python/object:gr00t.data.types.ModalityConfig
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override_pretraining_statistics: false
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random_chop: 0.0
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seed: 42
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shard_size: 1024
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subsample_ratio: 1.0
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video_backend: torchcodec
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model: !!python/object:gr00t.configs.model.gr00t_n1d6.Gr00tN1d6Config
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architectures: null
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diffusion_model_cfg:
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| 297 |
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attention_head_dim: 48
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dropout: 0.2
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final_dropout: true
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| 300 |
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interleave_self_attention: true
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| 301 |
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norm_type: ada_norm
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| 302 |
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num_attention_heads: 32
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num_layers: 32
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output_dim: 1024
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positional_embeddings: null
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diversity_penalty: 0.0
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do_sample: false
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| 308 |
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eagle_collator: true
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| 309 |
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early_stopping: false
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eos_token_id: null
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finetuning_task: null
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forced_bos_token_id: null
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forced_eos_token_id: null
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id2label:
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| 317 |
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0: LABEL_0
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1: LABEL_1
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| 319 |
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is_encoder_decoder: false
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label2id:
|
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LABEL_0: 0
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LABEL_1: 1
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length_penalty: 1.0
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max_length: 20
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min_length: 0
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model_name: nvidia/Eagle-Block2A-2B-v2
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repetition_penalty: 1.0
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batch_size: null
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eval_strategy: 'no'
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| 382 |
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experiment_name: null
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global_batch_size: 64
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| 385 |
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gradient_accumulation_steps: 1
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| 386 |
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gradient_checkpointing: false
|
| 387 |
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learning_rate: 0.0001
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| 388 |
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logging_steps: 10
|
| 389 |
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lr_scheduler_type: cosine
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| 390 |
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max_concurrent_uploads: 2
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max_grad_norm: 1.0
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|
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num_gpus: 8
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open_loop_eval_steps_per_traj: 100
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open_loop_eval_traj_ids:
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optim: adamw_torch
|
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output_dir: /root/outputs/gr00t-all-tasks
|
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remove_unused_columns: false
|
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save_best_eval_metric_greater_is_better: true
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save_best_eval_metric_name: ''
|
| 404 |
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save_steps: 2500
|
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save_total_limit: 5
|
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save_vl_model: false
|
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start_from_checkpoint: nvidia/GR00T-N1.6-3B
|
| 408 |
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tf32: true
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transformers_access_token: null
|
| 410 |
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transformers_cache_dir: null
|
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transformers_local_files_only: false
|
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transformers_trust_remote_code: true
|
| 413 |
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upload_checkpoints: false
|
| 414 |
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upload_every: 1000
|
| 415 |
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upload_last_n_checkpoints: 5
|
| 416 |
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use_ddp: false
|
| 417 |
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use_wandb: false
|
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wandb_project: finetune-gr00t-n1d6
|
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warmup_ratio: 0.05
|
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warmup_steps: 0
|
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weight_decay: 1.0e-05
|
experiment_cfg/dataset_statistics.json
ADDED
|
@@ -0,0 +1,317 @@
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|
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|
| 317 |
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|
experiment_cfg/final_model_config.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_type": "Gr00tN1d6",
|
| 3 |
+
"model_dtype": "bfloat16",
|
| 4 |
+
"model_name": "nvidia/Eagle-Block2A-2B-v2",
|
| 5 |
+
"backbone_model_type": "eagle",
|
| 6 |
+
"model_revision": null,
|
| 7 |
+
"tune_top_llm_layers": 4,
|
| 8 |
+
"backbone_embedding_dim": 2048,
|
| 9 |
+
"tune_llm": false,
|
| 10 |
+
"tune_visual": false,
|
| 11 |
+
"select_layer": 16,
|
| 12 |
+
"reproject_vision": false,
|
| 13 |
+
"use_flash_attention": true,
|
| 14 |
+
"load_bf16": true,
|
| 15 |
+
"collator_overwrite_image_inputs": false,
|
| 16 |
+
"eagle_collator": true,
|
| 17 |
+
"backbone_trainable_params_fp32": true,
|
| 18 |
+
"apply_sincos_state_encoding": true,
|
| 19 |
+
"use_relative_action": true,
|
| 20 |
+
"max_state_dim": 128,
|
| 21 |
+
"max_action_dim": 128,
|
| 22 |
+
"action_horizon": 50,
|
| 23 |
+
"hidden_size": 1024,
|
| 24 |
+
"input_embedding_dim": 1536,
|
| 25 |
+
"add_pos_embed": true,
|
| 26 |
+
"attn_dropout": 0.2,
|
| 27 |
+
"use_vlln": true,
|
| 28 |
+
"max_seq_len": 1024,
|
| 29 |
+
"use_alternate_vl_dit": true,
|
| 30 |
+
"attend_text_every_n_blocks": 2,
|
| 31 |
+
"diffusion_model_cfg": {
|
| 32 |
+
"attention_head_dim": 48,
|
| 33 |
+
"dropout": 0.2,
|
| 34 |
+
"final_dropout": true,
|
| 35 |
+
"interleave_self_attention": true,
|
| 36 |
+
"norm_type": "ada_norm",
|
| 37 |
+
"num_attention_heads": 32,
|
| 38 |
+
"num_layers": 32,
|
| 39 |
+
"output_dim": 1024,
|
| 40 |
+
"positional_embeddings": null
|
| 41 |
+
},
|
| 42 |
+
"num_inference_timesteps": 4,
|
| 43 |
+
"noise_beta_alpha": 1.5,
|
| 44 |
+
"noise_beta_beta": 1.0,
|
| 45 |
+
"noise_s": 0.999,
|
| 46 |
+
"num_timestep_buckets": 1000,
|
| 47 |
+
"tune_projector": true,
|
| 48 |
+
"tune_diffusion_model": true,
|
| 49 |
+
"tune_vlln": true,
|
| 50 |
+
"state_dropout_prob": 0.0,
|
| 51 |
+
"state_additive_noise_scale": 0.0,
|
| 52 |
+
"max_num_embodiments": 32
|
| 53 |
+
}
|
experiment_cfg/final_processor_config.json
ADDED
|
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|
|