Upload folder using huggingface_hub
Browse files- README.md +60 -0
- config.json +71 -0
- embodiment_id.json +41 -0
- model-00001-of-00002.safetensors +3 -0
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +0 -0
- processor_config.json +991 -0
- statistics.json +0 -0
README.md
ADDED
|
@@ -0,0 +1,60 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
datasets:
|
| 3 |
+
- nvidia/PhysicalAI-Robotics-GR00T-X-Embodiment-Sim
|
| 4 |
+
- IPEC-COMMUNITY/droid_lerobot
|
| 5 |
+
tags:
|
| 6 |
+
- robotics
|
| 7 |
+
base_model:
|
| 8 |
+
- nvidia/GR00T-N1.6-3B
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
<div align="center">
|
| 12 |
+
<a href="https://github.com/NVIDIA/Isaac-GR00T">
|
| 13 |
+
<img src="https://cdn-uploads.huggingface.co/production/uploads/67b8da81d01134f89899b4a7/8bFQa2ZIGCsOQQ2ho2N_U.png">
|
| 14 |
+
</a>
|
| 15 |
+
<div align="center">
|
| 16 |
+
<a href="https://github.com/NVIDIA/Isaac-GR00T">
|
| 17 |
+
<img src="https://img.shields.io/badge/GitHub-grey?logo=GitHub" alt="GitHub Badge">
|
| 18 |
+
</a>
|
| 19 |
+
<a href="https://developer.nvidia.com/isaac/gr00t">
|
| 20 |
+
<img src="https://img.shields.io/badge/Website-green" alt="Website Badge">
|
| 21 |
+
</a>
|
| 22 |
+
<!-- <a href=""">
|
| 23 |
+
<img src="https://img.shields.io/badge/Project%20Page-blue?style=plastic" alt="Project Page Badge">
|
| 24 |
+
</a>
|
| 25 |
+
<a href="">
|
| 26 |
+
<img src="https://img.shields.io/badge/Research_Blog-black?style=flat" alt="Research Blog Badge">
|
| 27 |
+
</a>
|
| 28 |
+
<a href="">
|
| 29 |
+
<img src="https://img.shields.io/badge/Dataset-Overview-brightgreen?logo=googleforms" alt="Research Blog Badge">
|
| 30 |
+
</a>
|
| 31 |
+
-->
|
| 32 |
+
</div>
|
| 33 |
+
</div>
|
| 34 |
+
|
| 35 |
+
# GR00T-N1.6-DROID
|
| 36 |
+
|
| 37 |
+
This is a finetuned model on the [DROID dataset](https://droid-dataset.github.io/), based on the `GR00T-N1.6-3B` model.
|
| 38 |
+
|
| 39 |
+
Refer to [Isaac-GR00T](https://github.com/NVIDIA/Isaac-GR00T) examples for more details.
|
| 40 |
+
|
| 41 |
+
# Usage
|
| 42 |
+
|
| 43 |
+
```bash
|
| 44 |
+
uv run python gr00t/eval/run_gr00t_server.py \
|
| 45 |
+
--embodiment-tag OXE_DROID \
|
| 46 |
+
--use_sim_policy_wrapper \
|
| 47 |
+
--model-path=nvidia/GR00T-N1.6-DROID
|
| 48 |
+
```
|
| 49 |
+
|
| 50 |
+
# Citation
|
| 51 |
+
```bibtex
|
| 52 |
+
@misc{nvidia2025gr00tn1openfoundation,
|
| 53 |
+
title={GR00T N1: An Open Foundation Model for Generalist Humanoid Robots},
|
| 54 |
+
author={NVIDIA and Johan Bjorck and Fernando Castañeda and Nikita Cherniadev and Xingye Da and Runyu Ding and Linxi "Jim" Fan and Yu Fang and Dieter Fox and Fengyuan Hu and Spencer Huang and Joel Jang and Zhenyu Jiang and Jan Kautz and Kaushil Kundalia and Lawrence Lao and Zhiqi Li and Zongyu Lin and Kevin Lin and Guilin Liu and Edith Llontop and Loic Magne and Ajay Mandlekar and Avnish Narayan and Soroush Nasiriany and Scott Reed and You Liang Tan and Guanzhi Wang and Zu Wang and Jing Wang and Qi Wang and Jiannan Xiang and Yuqi Xie and Yinzhen Xu and Zhenjia Xu and Seonghyeon Ye and Zhiding Yu and Ao Zhang and Hao Zhang and Yizhou Zhao and Ruijie Zheng and Yuke Zhu},
|
| 55 |
+
year={2025},
|
| 56 |
+
eprint={2503.14734},
|
| 57 |
+
archivePrefix={arXiv},
|
| 58 |
+
primaryClass={cs.RO},
|
| 59 |
+
}
|
| 60 |
+
```
|
config.json
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"action_horizon": 50,
|
| 3 |
+
"add_pos_embed": true,
|
| 4 |
+
"apply_sincos_state_encoding": true,
|
| 5 |
+
"architectures": [
|
| 6 |
+
"Gr00tN1d6"
|
| 7 |
+
],
|
| 8 |
+
"attn_dropout": 0.2,
|
| 9 |
+
"attn_implementation": null,
|
| 10 |
+
"backbone_embedding_dim": 2048,
|
| 11 |
+
"backbone_model_type": "eagle",
|
| 12 |
+
"backbone_trainable_params_fp32": true,
|
| 13 |
+
"collator_overwrite_image_inputs": false,
|
| 14 |
+
"color_jitter_params": {
|
| 15 |
+
"brightness": 0.1,
|
| 16 |
+
"contrast": 0.1,
|
| 17 |
+
"hue": 0.1,
|
| 18 |
+
"saturation": 0.1
|
| 19 |
+
},
|
| 20 |
+
"crop_fraction": 0.95,
|
| 21 |
+
"diffusion_model_cfg": {
|
| 22 |
+
"attention_head_dim": 48,
|
| 23 |
+
"dropout": 0.2,
|
| 24 |
+
"final_dropout": true,
|
| 25 |
+
"interleave_self_attention": true,
|
| 26 |
+
"norm_type": "ada_norm",
|
| 27 |
+
"num_attention_heads": 32,
|
| 28 |
+
"num_layers": 32,
|
| 29 |
+
"output_dim": 1024,
|
| 30 |
+
"positional_embeddings": null
|
| 31 |
+
},
|
| 32 |
+
"eagle_collator": true,
|
| 33 |
+
"formalize_language": true,
|
| 34 |
+
"gemma_collator": false,
|
| 35 |
+
"hidden_size": 1024,
|
| 36 |
+
"image_crop_size": null,
|
| 37 |
+
"image_target_size": null,
|
| 38 |
+
"input_embedding_dim": 1536,
|
| 39 |
+
"load_bf16": true,
|
| 40 |
+
"max_action_dim": 128,
|
| 41 |
+
"max_num_embodiments": 32,
|
| 42 |
+
"max_seq_len": 1024,
|
| 43 |
+
"max_state_dim": 128,
|
| 44 |
+
"model_dtype": "bfloat16",
|
| 45 |
+
"model_name": "nvidia/Eagle-Block2A-2B-v2",
|
| 46 |
+
"model_type": "Gr00tN1d6",
|
| 47 |
+
"noise_beta_alpha": 1.5,
|
| 48 |
+
"noise_beta_beta": 1.0,
|
| 49 |
+
"noise_s": 0.999,
|
| 50 |
+
"num_inference_timesteps": 8,
|
| 51 |
+
"num_timestep_buckets": 1000,
|
| 52 |
+
"random_rotation_angle": null,
|
| 53 |
+
"reproject_vision": false,
|
| 54 |
+
"select_layer": 16,
|
| 55 |
+
"shortest_image_edge": 256,
|
| 56 |
+
"state_dropout_prob": 0.2,
|
| 57 |
+
"torch_dtype": "bfloat16",
|
| 58 |
+
"transformers_version": "4.51.3",
|
| 59 |
+
"tune_diffusion_model": true,
|
| 60 |
+
"tune_llm": false,
|
| 61 |
+
"tune_projector": true,
|
| 62 |
+
"tune_top_llm_layers": 4,
|
| 63 |
+
"tune_visual": false,
|
| 64 |
+
"tune_vlln": true,
|
| 65 |
+
"use_albumentations_transforms": true,
|
| 66 |
+
"use_alternate_vl_dit": true,
|
| 67 |
+
"use_flash_attention": true,
|
| 68 |
+
"use_percentiles": false,
|
| 69 |
+
"use_relative_action": true,
|
| 70 |
+
"use_vlln": true
|
| 71 |
+
}
|
embodiment_id.json
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"robocasa_panda_omron": 13,
|
| 3 |
+
"oxe_droid": 16,
|
| 4 |
+
"oxe_fractal": 18,
|
| 5 |
+
"oxe_language_table": 19,
|
| 6 |
+
"oxe_bridge": 20,
|
| 7 |
+
"unknown": 22,
|
| 8 |
+
"gr1_unified": 20,
|
| 9 |
+
"agibot": 26,
|
| 10 |
+
"oxe_mutex": 28,
|
| 11 |
+
"oxe_roboset": 29,
|
| 12 |
+
"oxe_plex": 30,
|
| 13 |
+
"dream": 31,
|
| 14 |
+
"language_table_sim": 7,
|
| 15 |
+
"gr1_isaac": 0,
|
| 16 |
+
"xdof": 23,
|
| 17 |
+
"xdof_oss_data": 27,
|
| 18 |
+
"xdof_h16": 23,
|
| 19 |
+
"sim_behavior_r1_pro": 24,
|
| 20 |
+
"unitree_g1_full_body_with_waist_height_nav_cmd": 25,
|
| 21 |
+
"unitree_g1_full_body_with_waist_height_nav_cmd_sim": 8,
|
| 22 |
+
"unitree_g1_full_body_with_waist_height_nav_cmd_new": 9,
|
| 23 |
+
"simpler_env_google": 0,
|
| 24 |
+
"simpler_env_widowx": 1,
|
| 25 |
+
"libero_sim": 2,
|
| 26 |
+
"droid_sim": 3,
|
| 27 |
+
"real_r1_pro_sharpa": 8,
|
| 28 |
+
"r1_pro": 27,
|
| 29 |
+
"r1_pro_single-view": 27,
|
| 30 |
+
"new_embodiment": 10,
|
| 31 |
+
"so100_2rgb": 6,
|
| 32 |
+
"so100_3rgb": 6,
|
| 33 |
+
"robomind_agilex_3rgb": 4,
|
| 34 |
+
"robomind_franka_1rgb": 5,
|
| 35 |
+
"robomind_franka_3rgb": 5,
|
| 36 |
+
"robomind_tienkung_gello_1rgb": 11,
|
| 37 |
+
"robomind_ur_1rgb": 12,
|
| 38 |
+
"robomind_tienkung_xsens_1rgb": 13,
|
| 39 |
+
"molmoact_franka_3rgb": 14,
|
| 40 |
+
"galaxea_r1_4rgb": 15
|
| 41 |
+
}
|
model-00001-of-00002.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0933dd66f5454611671bc5b7a83a0107e8024cfddc96948857be98281c43fceb
|
| 3 |
+
size 4991094616
|
model-00002-of-00002.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:102646302b58baa606ff4f912598b6d659242139e0e20d61b2cec21e754bae5a
|
| 3 |
+
size 1582283096
|
model.safetensors.index.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
processor_config.json
ADDED
|
@@ -0,0 +1,991 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"processor_class": "Gr00tN1d6Processor",
|
| 3 |
+
"processor_kwargs": {
|
| 4 |
+
"modality_configs": {
|
| 5 |
+
"agibot": {
|
| 6 |
+
"video": {
|
| 7 |
+
"delta_indices": [
|
| 8 |
+
0
|
| 9 |
+
],
|
| 10 |
+
"modality_keys": [
|
| 11 |
+
"top_head_pad_res256_freq10",
|
| 12 |
+
"hand_left_pad_res256_freq10",
|
| 13 |
+
"hand_right_pad_res256_freq10"
|
| 14 |
+
],
|
| 15 |
+
"sin_cos_embedding_keys": null,
|
| 16 |
+
"mean_std_embedding_keys": null,
|
| 17 |
+
"action_configs": null
|
| 18 |
+
},
|
| 19 |
+
"state": {
|
| 20 |
+
"delta_indices": [
|
| 21 |
+
0
|
| 22 |
+
],
|
| 23 |
+
"modality_keys": [
|
| 24 |
+
"left_arm_joint_position",
|
| 25 |
+
"right_arm_joint_position",
|
| 26 |
+
"left_effector_position",
|
| 27 |
+
"right_effector_position",
|
| 28 |
+
"head_position",
|
| 29 |
+
"waist_pitch",
|
| 30 |
+
"waist_lift"
|
| 31 |
+
],
|
| 32 |
+
"sin_cos_embedding_keys": [
|
| 33 |
+
"left_arm_joint_position",
|
| 34 |
+
"right_arm_joint_position",
|
| 35 |
+
"head_position",
|
| 36 |
+
"waist_pitch"
|
| 37 |
+
],
|
| 38 |
+
"mean_std_embedding_keys": null,
|
| 39 |
+
"action_configs": null
|
| 40 |
+
},
|
| 41 |
+
"action": {
|
| 42 |
+
"delta_indices": [
|
| 43 |
+
0,
|
| 44 |
+
1,
|
| 45 |
+
2,
|
| 46 |
+
3,
|
| 47 |
+
4,
|
| 48 |
+
5,
|
| 49 |
+
6,
|
| 50 |
+
7,
|
| 51 |
+
8,
|
| 52 |
+
9,
|
| 53 |
+
10,
|
| 54 |
+
11,
|
| 55 |
+
12,
|
| 56 |
+
13,
|
| 57 |
+
14,
|
| 58 |
+
15,
|
| 59 |
+
16,
|
| 60 |
+
17,
|
| 61 |
+
18,
|
| 62 |
+
19,
|
| 63 |
+
20,
|
| 64 |
+
21,
|
| 65 |
+
22,
|
| 66 |
+
23,
|
| 67 |
+
24,
|
| 68 |
+
25,
|
| 69 |
+
26,
|
| 70 |
+
27,
|
| 71 |
+
28,
|
| 72 |
+
29,
|
| 73 |
+
30,
|
| 74 |
+
31,
|
| 75 |
+
32,
|
| 76 |
+
33,
|
| 77 |
+
34,
|
| 78 |
+
35,
|
| 79 |
+
36,
|
| 80 |
+
37,
|
| 81 |
+
38,
|
| 82 |
+
39,
|
| 83 |
+
40,
|
| 84 |
+
41,
|
| 85 |
+
42,
|
| 86 |
+
43,
|
| 87 |
+
44,
|
| 88 |
+
45,
|
| 89 |
+
46,
|
| 90 |
+
47,
|
| 91 |
+
48,
|
| 92 |
+
49
|
| 93 |
+
],
|
| 94 |
+
"modality_keys": [
|
| 95 |
+
"left_arm_joint_position",
|
| 96 |
+
"right_arm_joint_position",
|
| 97 |
+
"left_effector_position",
|
| 98 |
+
"right_effector_position",
|
| 99 |
+
"head_position",
|
| 100 |
+
"waist_pitch",
|
| 101 |
+
"waist_lift",
|
| 102 |
+
"robot_velocity"
|
| 103 |
+
],
|
| 104 |
+
"sin_cos_embedding_keys": null,
|
| 105 |
+
"mean_std_embedding_keys": null,
|
| 106 |
+
"action_configs": [
|
| 107 |
+
{
|
| 108 |
+
"rep": "RELATIVE",
|
| 109 |
+
"type": "NON_EEF",
|
| 110 |
+
"format": "DEFAULT",
|
| 111 |
+
"state_key": null
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"rep": "RELATIVE",
|
| 115 |
+
"type": "NON_EEF",
|
| 116 |
+
"format": "DEFAULT",
|
| 117 |
+
"state_key": null
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"rep": "ABSOLUTE",
|
| 121 |
+
"type": "NON_EEF",
|
| 122 |
+
"format": "DEFAULT",
|
| 123 |
+
"state_key": null
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"rep": "ABSOLUTE",
|
| 127 |
+
"type": "NON_EEF",
|
| 128 |
+
"format": "DEFAULT",
|
| 129 |
+
"state_key": null
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"rep": "ABSOLUTE",
|
| 133 |
+
"type": "NON_EEF",
|
| 134 |
+
"format": "DEFAULT",
|
| 135 |
+
"state_key": null
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"rep": "ABSOLUTE",
|
| 139 |
+
"type": "NON_EEF",
|
| 140 |
+
"format": "DEFAULT",
|
| 141 |
+
"state_key": null
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"rep": "ABSOLUTE",
|
| 145 |
+
"type": "NON_EEF",
|
| 146 |
+
"format": "DEFAULT",
|
| 147 |
+
"state_key": null
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"rep": "ABSOLUTE",
|
| 151 |
+
"type": "NON_EEF",
|
| 152 |
+
"format": "DEFAULT",
|
| 153 |
+
"state_key": null
|
| 154 |
+
}
|
| 155 |
+
]
|
| 156 |
+
},
|
| 157 |
+
"language": {
|
| 158 |
+
"delta_indices": [
|
| 159 |
+
0
|
| 160 |
+
],
|
| 161 |
+
"modality_keys": [
|
| 162 |
+
"annotation.language.action_text"
|
| 163 |
+
],
|
| 164 |
+
"sin_cos_embedding_keys": null,
|
| 165 |
+
"mean_std_embedding_keys": null,
|
| 166 |
+
"action_configs": null
|
| 167 |
+
}
|
| 168 |
+
},
|
| 169 |
+
"sim_behavior_r1_pro": {
|
| 170 |
+
"video": {
|
| 171 |
+
"delta_indices": [
|
| 172 |
+
0
|
| 173 |
+
],
|
| 174 |
+
"modality_keys": [
|
| 175 |
+
"observation.images.rgb.head_256_256",
|
| 176 |
+
"observation.images.rgb.left_wrist_256_256",
|
| 177 |
+
"observation.images.rgb.right_wrist_256_256"
|
| 178 |
+
],
|
| 179 |
+
"sin_cos_embedding_keys": null,
|
| 180 |
+
"mean_std_embedding_keys": null,
|
| 181 |
+
"action_configs": null
|
| 182 |
+
},
|
| 183 |
+
"state": {
|
| 184 |
+
"delta_indices": [
|
| 185 |
+
0
|
| 186 |
+
],
|
| 187 |
+
"modality_keys": [
|
| 188 |
+
"robot_pos",
|
| 189 |
+
"robot_ori_cos",
|
| 190 |
+
"robot_ori_sin",
|
| 191 |
+
"robot_2d_ori",
|
| 192 |
+
"robot_2d_ori_cos",
|
| 193 |
+
"robot_2d_ori_sin",
|
| 194 |
+
"robot_lin_vel",
|
| 195 |
+
"robot_ang_vel",
|
| 196 |
+
"arm_left_qpos",
|
| 197 |
+
"arm_left_qpos_sin",
|
| 198 |
+
"arm_left_qpos_cos",
|
| 199 |
+
"eef_left_pos",
|
| 200 |
+
"eef_left_quat",
|
| 201 |
+
"gripper_left_qpos",
|
| 202 |
+
"arm_right_qpos",
|
| 203 |
+
"arm_right_qpos_sin",
|
| 204 |
+
"arm_right_qpos_cos",
|
| 205 |
+
"eef_right_pos",
|
| 206 |
+
"eef_right_quat",
|
| 207 |
+
"gripper_right_qpos",
|
| 208 |
+
"trunk_qpos"
|
| 209 |
+
],
|
| 210 |
+
"sin_cos_embedding_keys": null,
|
| 211 |
+
"mean_std_embedding_keys": null,
|
| 212 |
+
"action_configs": null
|
| 213 |
+
},
|
| 214 |
+
"action": {
|
| 215 |
+
"delta_indices": [
|
| 216 |
+
0,
|
| 217 |
+
1,
|
| 218 |
+
2,
|
| 219 |
+
3,
|
| 220 |
+
4,
|
| 221 |
+
5,
|
| 222 |
+
6,
|
| 223 |
+
7,
|
| 224 |
+
8,
|
| 225 |
+
9,
|
| 226 |
+
10,
|
| 227 |
+
11,
|
| 228 |
+
12,
|
| 229 |
+
13,
|
| 230 |
+
14,
|
| 231 |
+
15,
|
| 232 |
+
16,
|
| 233 |
+
17,
|
| 234 |
+
18,
|
| 235 |
+
19,
|
| 236 |
+
20,
|
| 237 |
+
21,
|
| 238 |
+
22,
|
| 239 |
+
23,
|
| 240 |
+
24,
|
| 241 |
+
25,
|
| 242 |
+
26,
|
| 243 |
+
27,
|
| 244 |
+
28,
|
| 245 |
+
29,
|
| 246 |
+
30,
|
| 247 |
+
31
|
| 248 |
+
],
|
| 249 |
+
"modality_keys": [
|
| 250 |
+
"base",
|
| 251 |
+
"torso",
|
| 252 |
+
"left_arm",
|
| 253 |
+
"left_gripper",
|
| 254 |
+
"right_arm",
|
| 255 |
+
"right_gripper"
|
| 256 |
+
],
|
| 257 |
+
"sin_cos_embedding_keys": null,
|
| 258 |
+
"mean_std_embedding_keys": null,
|
| 259 |
+
"action_configs": [
|
| 260 |
+
{
|
| 261 |
+
"rep": "ABSOLUTE",
|
| 262 |
+
"type": "NON_EEF",
|
| 263 |
+
"format": "DEFAULT",
|
| 264 |
+
"state_key": null
|
| 265 |
+
},
|
| 266 |
+
{
|
| 267 |
+
"rep": "RELATIVE",
|
| 268 |
+
"type": "NON_EEF",
|
| 269 |
+
"format": "DEFAULT",
|
| 270 |
+
"state_key": "trunk_qpos"
|
| 271 |
+
},
|
| 272 |
+
{
|
| 273 |
+
"rep": "RELATIVE",
|
| 274 |
+
"type": "NON_EEF",
|
| 275 |
+
"format": "DEFAULT",
|
| 276 |
+
"state_key": "arm_left_qpos"
|
| 277 |
+
},
|
| 278 |
+
{
|
| 279 |
+
"rep": "ABSOLUTE",
|
| 280 |
+
"type": "NON_EEF",
|
| 281 |
+
"format": "DEFAULT",
|
| 282 |
+
"state_key": null
|
| 283 |
+
},
|
| 284 |
+
{
|
| 285 |
+
"rep": "RELATIVE",
|
| 286 |
+
"type": "NON_EEF",
|
| 287 |
+
"format": "DEFAULT",
|
| 288 |
+
"state_key": "arm_right_qpos"
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"rep": "ABSOLUTE",
|
| 292 |
+
"type": "NON_EEF",
|
| 293 |
+
"format": "DEFAULT",
|
| 294 |
+
"state_key": null
|
| 295 |
+
}
|
| 296 |
+
]
|
| 297 |
+
},
|
| 298 |
+
"language": {
|
| 299 |
+
"delta_indices": [
|
| 300 |
+
0
|
| 301 |
+
],
|
| 302 |
+
"modality_keys": [
|
| 303 |
+
"annotation.human.coarse_action"
|
| 304 |
+
],
|
| 305 |
+
"sin_cos_embedding_keys": null,
|
| 306 |
+
"mean_std_embedding_keys": null,
|
| 307 |
+
"action_configs": null
|
| 308 |
+
}
|
| 309 |
+
},
|
| 310 |
+
"xdof": {
|
| 311 |
+
"video": {
|
| 312 |
+
"delta_indices": [
|
| 313 |
+
0
|
| 314 |
+
],
|
| 315 |
+
"modality_keys": [
|
| 316 |
+
"left_camera-images-rgb_320_240",
|
| 317 |
+
"top_camera-images-rgb_320_240",
|
| 318 |
+
"right_camera-images-rgb_320_240"
|
| 319 |
+
],
|
| 320 |
+
"sin_cos_embedding_keys": null,
|
| 321 |
+
"mean_std_embedding_keys": null,
|
| 322 |
+
"action_configs": null
|
| 323 |
+
},
|
| 324 |
+
"state": {
|
| 325 |
+
"delta_indices": [
|
| 326 |
+
0
|
| 327 |
+
],
|
| 328 |
+
"modality_keys": [
|
| 329 |
+
"gripper_pos_obs_left",
|
| 330 |
+
"gripper_pos_obs_right",
|
| 331 |
+
"joint_pos_obs_left",
|
| 332 |
+
"joint_pos_obs_right"
|
| 333 |
+
],
|
| 334 |
+
"sin_cos_embedding_keys": null,
|
| 335 |
+
"mean_std_embedding_keys": null,
|
| 336 |
+
"action_configs": null
|
| 337 |
+
},
|
| 338 |
+
"action": {
|
| 339 |
+
"delta_indices": [
|
| 340 |
+
0,
|
| 341 |
+
1,
|
| 342 |
+
2,
|
| 343 |
+
3,
|
| 344 |
+
4,
|
| 345 |
+
5,
|
| 346 |
+
6,
|
| 347 |
+
7,
|
| 348 |
+
8,
|
| 349 |
+
9,
|
| 350 |
+
10,
|
| 351 |
+
11,
|
| 352 |
+
12,
|
| 353 |
+
13,
|
| 354 |
+
14,
|
| 355 |
+
15,
|
| 356 |
+
16,
|
| 357 |
+
17,
|
| 358 |
+
18,
|
| 359 |
+
19,
|
| 360 |
+
20,
|
| 361 |
+
21,
|
| 362 |
+
22,
|
| 363 |
+
23,
|
| 364 |
+
24,
|
| 365 |
+
25,
|
| 366 |
+
26,
|
| 367 |
+
27,
|
| 368 |
+
28,
|
| 369 |
+
29,
|
| 370 |
+
30,
|
| 371 |
+
31,
|
| 372 |
+
32,
|
| 373 |
+
33,
|
| 374 |
+
34,
|
| 375 |
+
35,
|
| 376 |
+
36,
|
| 377 |
+
37,
|
| 378 |
+
38,
|
| 379 |
+
39,
|
| 380 |
+
40,
|
| 381 |
+
41,
|
| 382 |
+
42,
|
| 383 |
+
43,
|
| 384 |
+
44,
|
| 385 |
+
45,
|
| 386 |
+
46,
|
| 387 |
+
47,
|
| 388 |
+
48,
|
| 389 |
+
49
|
| 390 |
+
],
|
| 391 |
+
"modality_keys": [
|
| 392 |
+
"gripper_pos_action_left",
|
| 393 |
+
"gripper_pos_action_right",
|
| 394 |
+
"joint_pos_action_left",
|
| 395 |
+
"joint_pos_action_right"
|
| 396 |
+
],
|
| 397 |
+
"sin_cos_embedding_keys": null,
|
| 398 |
+
"mean_std_embedding_keys": null,
|
| 399 |
+
"action_configs": [
|
| 400 |
+
{
|
| 401 |
+
"rep": "ABSOLUTE",
|
| 402 |
+
"type": "NON_EEF",
|
| 403 |
+
"format": "DEFAULT",
|
| 404 |
+
"state_key": "gripper_pos_obs_left"
|
| 405 |
+
},
|
| 406 |
+
{
|
| 407 |
+
"rep": "ABSOLUTE",
|
| 408 |
+
"type": "NON_EEF",
|
| 409 |
+
"format": "DEFAULT",
|
| 410 |
+
"state_key": "gripper_pos_obs_right"
|
| 411 |
+
},
|
| 412 |
+
{
|
| 413 |
+
"rep": "RELATIVE",
|
| 414 |
+
"type": "NON_EEF",
|
| 415 |
+
"format": "DEFAULT",
|
| 416 |
+
"state_key": "joint_pos_obs_left"
|
| 417 |
+
},
|
| 418 |
+
{
|
| 419 |
+
"rep": "RELATIVE",
|
| 420 |
+
"type": "NON_EEF",
|
| 421 |
+
"format": "DEFAULT",
|
| 422 |
+
"state_key": "joint_pos_obs_right"
|
| 423 |
+
}
|
| 424 |
+
]
|
| 425 |
+
},
|
| 426 |
+
"language": {
|
| 427 |
+
"delta_indices": [
|
| 428 |
+
0
|
| 429 |
+
],
|
| 430 |
+
"modality_keys": [
|
| 431 |
+
"annotation.task"
|
| 432 |
+
],
|
| 433 |
+
"sin_cos_embedding_keys": null,
|
| 434 |
+
"mean_std_embedding_keys": null,
|
| 435 |
+
"action_configs": null
|
| 436 |
+
}
|
| 437 |
+
},
|
| 438 |
+
"gr1_unified": {
|
| 439 |
+
"video": {
|
| 440 |
+
"delta_indices": [
|
| 441 |
+
0
|
| 442 |
+
],
|
| 443 |
+
"modality_keys": [
|
| 444 |
+
"ego_view_bg_crop_pad_res256_freq20"
|
| 445 |
+
],
|
| 446 |
+
"sin_cos_embedding_keys": null,
|
| 447 |
+
"mean_std_embedding_keys": null,
|
| 448 |
+
"action_configs": null
|
| 449 |
+
},
|
| 450 |
+
"state": {
|
| 451 |
+
"delta_indices": [
|
| 452 |
+
0
|
| 453 |
+
],
|
| 454 |
+
"modality_keys": [
|
| 455 |
+
"left_arm",
|
| 456 |
+
"right_arm",
|
| 457 |
+
"left_hand",
|
| 458 |
+
"right_hand",
|
| 459 |
+
"waist"
|
| 460 |
+
],
|
| 461 |
+
"sin_cos_embedding_keys": [
|
| 462 |
+
"left_arm",
|
| 463 |
+
"right_arm",
|
| 464 |
+
"left_hand",
|
| 465 |
+
"right_hand",
|
| 466 |
+
"waist"
|
| 467 |
+
],
|
| 468 |
+
"mean_std_embedding_keys": null,
|
| 469 |
+
"action_configs": null
|
| 470 |
+
},
|
| 471 |
+
"action": {
|
| 472 |
+
"delta_indices": [
|
| 473 |
+
0,
|
| 474 |
+
1,
|
| 475 |
+
2,
|
| 476 |
+
3,
|
| 477 |
+
4,
|
| 478 |
+
5,
|
| 479 |
+
6,
|
| 480 |
+
7,
|
| 481 |
+
8,
|
| 482 |
+
9,
|
| 483 |
+
10,
|
| 484 |
+
11,
|
| 485 |
+
12,
|
| 486 |
+
13,
|
| 487 |
+
14,
|
| 488 |
+
15
|
| 489 |
+
],
|
| 490 |
+
"modality_keys": [
|
| 491 |
+
"left_arm",
|
| 492 |
+
"right_arm",
|
| 493 |
+
"left_hand",
|
| 494 |
+
"right_hand",
|
| 495 |
+
"waist"
|
| 496 |
+
],
|
| 497 |
+
"sin_cos_embedding_keys": null,
|
| 498 |
+
"mean_std_embedding_keys": null,
|
| 499 |
+
"action_configs": [
|
| 500 |
+
{
|
| 501 |
+
"rep": "RELATIVE",
|
| 502 |
+
"type": "NON_EEF",
|
| 503 |
+
"format": "DEFAULT",
|
| 504 |
+
"state_key": null
|
| 505 |
+
},
|
| 506 |
+
{
|
| 507 |
+
"rep": "RELATIVE",
|
| 508 |
+
"type": "NON_EEF",
|
| 509 |
+
"format": "DEFAULT",
|
| 510 |
+
"state_key": null
|
| 511 |
+
},
|
| 512 |
+
{
|
| 513 |
+
"rep": "RELATIVE",
|
| 514 |
+
"type": "NON_EEF",
|
| 515 |
+
"format": "DEFAULT",
|
| 516 |
+
"state_key": null
|
| 517 |
+
},
|
| 518 |
+
{
|
| 519 |
+
"rep": "RELATIVE",
|
| 520 |
+
"type": "NON_EEF",
|
| 521 |
+
"format": "DEFAULT",
|
| 522 |
+
"state_key": null
|
| 523 |
+
},
|
| 524 |
+
{
|
| 525 |
+
"rep": "ABSOLUTE",
|
| 526 |
+
"type": "NON_EEF",
|
| 527 |
+
"format": "DEFAULT",
|
| 528 |
+
"state_key": null
|
| 529 |
+
}
|
| 530 |
+
]
|
| 531 |
+
},
|
| 532 |
+
"language": {
|
| 533 |
+
"delta_indices": [
|
| 534 |
+
0
|
| 535 |
+
],
|
| 536 |
+
"modality_keys": [
|
| 537 |
+
"task"
|
| 538 |
+
],
|
| 539 |
+
"sin_cos_embedding_keys": null,
|
| 540 |
+
"mean_std_embedding_keys": null,
|
| 541 |
+
"action_configs": null
|
| 542 |
+
},
|
| 543 |
+
"rl_info": {
|
| 544 |
+
"delta_indices": [
|
| 545 |
+
0
|
| 546 |
+
],
|
| 547 |
+
"modality_keys": [],
|
| 548 |
+
"sin_cos_embedding_keys": null,
|
| 549 |
+
"mean_std_embedding_keys": null,
|
| 550 |
+
"action_configs": null
|
| 551 |
+
}
|
| 552 |
+
},
|
| 553 |
+
"language_table_sim": {
|
| 554 |
+
"video": {
|
| 555 |
+
"delta_indices": [
|
| 556 |
+
0
|
| 557 |
+
],
|
| 558 |
+
"modality_keys": [
|
| 559 |
+
"rgb_pad_res256_freq10"
|
| 560 |
+
],
|
| 561 |
+
"sin_cos_embedding_keys": null,
|
| 562 |
+
"mean_std_embedding_keys": null,
|
| 563 |
+
"action_configs": null
|
| 564 |
+
},
|
| 565 |
+
"state": {
|
| 566 |
+
"delta_indices": [
|
| 567 |
+
0
|
| 568 |
+
],
|
| 569 |
+
"modality_keys": [
|
| 570 |
+
"effector_translation",
|
| 571 |
+
"effector_target_translation"
|
| 572 |
+
],
|
| 573 |
+
"sin_cos_embedding_keys": null,
|
| 574 |
+
"mean_std_embedding_keys": null,
|
| 575 |
+
"action_configs": null
|
| 576 |
+
},
|
| 577 |
+
"action": {
|
| 578 |
+
"delta_indices": [
|
| 579 |
+
0,
|
| 580 |
+
1,
|
| 581 |
+
2,
|
| 582 |
+
3,
|
| 583 |
+
4,
|
| 584 |
+
5,
|
| 585 |
+
6,
|
| 586 |
+
7,
|
| 587 |
+
8,
|
| 588 |
+
9,
|
| 589 |
+
10,
|
| 590 |
+
11,
|
| 591 |
+
12,
|
| 592 |
+
13,
|
| 593 |
+
14,
|
| 594 |
+
15
|
| 595 |
+
],
|
| 596 |
+
"modality_keys": [
|
| 597 |
+
"action"
|
| 598 |
+
],
|
| 599 |
+
"sin_cos_embedding_keys": null,
|
| 600 |
+
"mean_std_embedding_keys": null,
|
| 601 |
+
"action_configs": [
|
| 602 |
+
{
|
| 603 |
+
"rep": "ABSOLUTE",
|
| 604 |
+
"type": "NON_EEF",
|
| 605 |
+
"format": "DEFAULT",
|
| 606 |
+
"state_key": null
|
| 607 |
+
}
|
| 608 |
+
]
|
| 609 |
+
},
|
| 610 |
+
"language": {
|
| 611 |
+
"delta_indices": [
|
| 612 |
+
0
|
| 613 |
+
],
|
| 614 |
+
"modality_keys": [
|
| 615 |
+
"annotation.language.instruction"
|
| 616 |
+
],
|
| 617 |
+
"sin_cos_embedding_keys": null,
|
| 618 |
+
"mean_std_embedding_keys": null,
|
| 619 |
+
"action_configs": null
|
| 620 |
+
}
|
| 621 |
+
},
|
| 622 |
+
"robocasa_panda_omron": {
|
| 623 |
+
"video": {
|
| 624 |
+
"delta_indices": [
|
| 625 |
+
0
|
| 626 |
+
],
|
| 627 |
+
"modality_keys": [
|
| 628 |
+
"res256_image_side_0",
|
| 629 |
+
"res256_image_side_1",
|
| 630 |
+
"res256_image_wrist_0"
|
| 631 |
+
],
|
| 632 |
+
"sin_cos_embedding_keys": null,
|
| 633 |
+
"mean_std_embedding_keys": null,
|
| 634 |
+
"action_configs": null
|
| 635 |
+
},
|
| 636 |
+
"state": {
|
| 637 |
+
"delta_indices": [
|
| 638 |
+
0
|
| 639 |
+
],
|
| 640 |
+
"modality_keys": [
|
| 641 |
+
"end_effector_position_relative",
|
| 642 |
+
"end_effector_rotation_relative",
|
| 643 |
+
"gripper_qpos",
|
| 644 |
+
"base_position",
|
| 645 |
+
"base_rotation"
|
| 646 |
+
],
|
| 647 |
+
"sin_cos_embedding_keys": null,
|
| 648 |
+
"mean_std_embedding_keys": null,
|
| 649 |
+
"action_configs": null
|
| 650 |
+
},
|
| 651 |
+
"action": {
|
| 652 |
+
"delta_indices": [
|
| 653 |
+
0,
|
| 654 |
+
1,
|
| 655 |
+
2,
|
| 656 |
+
3,
|
| 657 |
+
4,
|
| 658 |
+
5,
|
| 659 |
+
6,
|
| 660 |
+
7,
|
| 661 |
+
8,
|
| 662 |
+
9,
|
| 663 |
+
10,
|
| 664 |
+
11,
|
| 665 |
+
12,
|
| 666 |
+
13,
|
| 667 |
+
14,
|
| 668 |
+
15
|
| 669 |
+
],
|
| 670 |
+
"modality_keys": [
|
| 671 |
+
"end_effector_position",
|
| 672 |
+
"end_effector_rotation",
|
| 673 |
+
"gripper_close",
|
| 674 |
+
"base_motion",
|
| 675 |
+
"control_mode"
|
| 676 |
+
],
|
| 677 |
+
"sin_cos_embedding_keys": null,
|
| 678 |
+
"mean_std_embedding_keys": null,
|
| 679 |
+
"action_configs": [
|
| 680 |
+
{
|
| 681 |
+
"rep": "ABSOLUTE",
|
| 682 |
+
"type": "NON_EEF",
|
| 683 |
+
"format": "DEFAULT",
|
| 684 |
+
"state_key": null
|
| 685 |
+
},
|
| 686 |
+
{
|
| 687 |
+
"rep": "ABSOLUTE",
|
| 688 |
+
"type": "NON_EEF",
|
| 689 |
+
"format": "DEFAULT",
|
| 690 |
+
"state_key": null
|
| 691 |
+
},
|
| 692 |
+
{
|
| 693 |
+
"rep": "ABSOLUTE",
|
| 694 |
+
"type": "NON_EEF",
|
| 695 |
+
"format": "DEFAULT",
|
| 696 |
+
"state_key": null
|
| 697 |
+
},
|
| 698 |
+
{
|
| 699 |
+
"rep": "ABSOLUTE",
|
| 700 |
+
"type": "NON_EEF",
|
| 701 |
+
"format": "DEFAULT",
|
| 702 |
+
"state_key": null
|
| 703 |
+
},
|
| 704 |
+
{
|
| 705 |
+
"rep": "ABSOLUTE",
|
| 706 |
+
"type": "NON_EEF",
|
| 707 |
+
"format": "DEFAULT",
|
| 708 |
+
"state_key": null
|
| 709 |
+
}
|
| 710 |
+
]
|
| 711 |
+
},
|
| 712 |
+
"language": {
|
| 713 |
+
"delta_indices": [
|
| 714 |
+
0
|
| 715 |
+
],
|
| 716 |
+
"modality_keys": [
|
| 717 |
+
"annotation.human.action.task_description"
|
| 718 |
+
],
|
| 719 |
+
"sin_cos_embedding_keys": null,
|
| 720 |
+
"mean_std_embedding_keys": null,
|
| 721 |
+
"action_configs": null
|
| 722 |
+
}
|
| 723 |
+
},
|
| 724 |
+
"unitree_g1_full_body_with_waist_height_nav_cmd": {
|
| 725 |
+
"video": {
|
| 726 |
+
"delta_indices": [
|
| 727 |
+
0
|
| 728 |
+
],
|
| 729 |
+
"modality_keys": [
|
| 730 |
+
"ego_view"
|
| 731 |
+
],
|
| 732 |
+
"sin_cos_embedding_keys": null,
|
| 733 |
+
"mean_std_embedding_keys": null,
|
| 734 |
+
"action_configs": null
|
| 735 |
+
},
|
| 736 |
+
"state": {
|
| 737 |
+
"delta_indices": [
|
| 738 |
+
0
|
| 739 |
+
],
|
| 740 |
+
"modality_keys": [
|
| 741 |
+
"left_leg",
|
| 742 |
+
"right_leg",
|
| 743 |
+
"waist",
|
| 744 |
+
"left_arm",
|
| 745 |
+
"right_arm",
|
| 746 |
+
"left_hand",
|
| 747 |
+
"right_hand"
|
| 748 |
+
],
|
| 749 |
+
"sin_cos_embedding_keys": null,
|
| 750 |
+
"mean_std_embedding_keys": null,
|
| 751 |
+
"action_configs": null
|
| 752 |
+
},
|
| 753 |
+
"action": {
|
| 754 |
+
"delta_indices": [
|
| 755 |
+
0,
|
| 756 |
+
1,
|
| 757 |
+
2,
|
| 758 |
+
3,
|
| 759 |
+
4,
|
| 760 |
+
5,
|
| 761 |
+
6,
|
| 762 |
+
7,
|
| 763 |
+
8,
|
| 764 |
+
9,
|
| 765 |
+
10,
|
| 766 |
+
11,
|
| 767 |
+
12,
|
| 768 |
+
13,
|
| 769 |
+
14,
|
| 770 |
+
15,
|
| 771 |
+
16,
|
| 772 |
+
17,
|
| 773 |
+
18,
|
| 774 |
+
19,
|
| 775 |
+
20,
|
| 776 |
+
21,
|
| 777 |
+
22,
|
| 778 |
+
23,
|
| 779 |
+
24,
|
| 780 |
+
25,
|
| 781 |
+
26,
|
| 782 |
+
27,
|
| 783 |
+
28,
|
| 784 |
+
29,
|
| 785 |
+
30,
|
| 786 |
+
31,
|
| 787 |
+
32,
|
| 788 |
+
33,
|
| 789 |
+
34,
|
| 790 |
+
35,
|
| 791 |
+
36,
|
| 792 |
+
37,
|
| 793 |
+
38,
|
| 794 |
+
39,
|
| 795 |
+
40,
|
| 796 |
+
41,
|
| 797 |
+
42,
|
| 798 |
+
43,
|
| 799 |
+
44,
|
| 800 |
+
45,
|
| 801 |
+
46,
|
| 802 |
+
47,
|
| 803 |
+
48,
|
| 804 |
+
49
|
| 805 |
+
],
|
| 806 |
+
"modality_keys": [
|
| 807 |
+
"left_arm",
|
| 808 |
+
"right_arm",
|
| 809 |
+
"left_hand",
|
| 810 |
+
"right_hand",
|
| 811 |
+
"waist",
|
| 812 |
+
"base_height_command",
|
| 813 |
+
"navigate_command"
|
| 814 |
+
],
|
| 815 |
+
"sin_cos_embedding_keys": null,
|
| 816 |
+
"mean_std_embedding_keys": null,
|
| 817 |
+
"action_configs": [
|
| 818 |
+
{
|
| 819 |
+
"rep": "RELATIVE",
|
| 820 |
+
"type": "NON_EEF",
|
| 821 |
+
"format": "DEFAULT",
|
| 822 |
+
"state_key": null
|
| 823 |
+
},
|
| 824 |
+
{
|
| 825 |
+
"rep": "RELATIVE",
|
| 826 |
+
"type": "NON_EEF",
|
| 827 |
+
"format": "DEFAULT",
|
| 828 |
+
"state_key": null
|
| 829 |
+
},
|
| 830 |
+
{
|
| 831 |
+
"rep": "ABSOLUTE",
|
| 832 |
+
"type": "NON_EEF",
|
| 833 |
+
"format": "DEFAULT",
|
| 834 |
+
"state_key": null
|
| 835 |
+
},
|
| 836 |
+
{
|
| 837 |
+
"rep": "ABSOLUTE",
|
| 838 |
+
"type": "NON_EEF",
|
| 839 |
+
"format": "DEFAULT",
|
| 840 |
+
"state_key": null
|
| 841 |
+
},
|
| 842 |
+
{
|
| 843 |
+
"rep": "ABSOLUTE",
|
| 844 |
+
"type": "NON_EEF",
|
| 845 |
+
"format": "DEFAULT",
|
| 846 |
+
"state_key": null
|
| 847 |
+
},
|
| 848 |
+
{
|
| 849 |
+
"rep": "ABSOLUTE",
|
| 850 |
+
"type": "NON_EEF",
|
| 851 |
+
"format": "DEFAULT",
|
| 852 |
+
"state_key": null
|
| 853 |
+
},
|
| 854 |
+
{
|
| 855 |
+
"rep": "ABSOLUTE",
|
| 856 |
+
"type": "NON_EEF",
|
| 857 |
+
"format": "DEFAULT",
|
| 858 |
+
"state_key": null
|
| 859 |
+
}
|
| 860 |
+
]
|
| 861 |
+
},
|
| 862 |
+
"language": {
|
| 863 |
+
"delta_indices": [
|
| 864 |
+
0
|
| 865 |
+
],
|
| 866 |
+
"modality_keys": [
|
| 867 |
+
"annotation.human.task_description"
|
| 868 |
+
],
|
| 869 |
+
"sin_cos_embedding_keys": null,
|
| 870 |
+
"mean_std_embedding_keys": null,
|
| 871 |
+
"action_configs": null
|
| 872 |
+
}
|
| 873 |
+
},
|
| 874 |
+
"oxe_droid": {
|
| 875 |
+
"video": {
|
| 876 |
+
"delta_indices": [
|
| 877 |
+
0
|
| 878 |
+
],
|
| 879 |
+
"modality_keys": [
|
| 880 |
+
"exterior_image_1_left",
|
| 881 |
+
"wrist_image_left"
|
| 882 |
+
],
|
| 883 |
+
"sin_cos_embedding_keys": null,
|
| 884 |
+
"mean_std_embedding_keys": null,
|
| 885 |
+
"action_configs": null
|
| 886 |
+
},
|
| 887 |
+
"state": {
|
| 888 |
+
"delta_indices": [
|
| 889 |
+
0
|
| 890 |
+
],
|
| 891 |
+
"modality_keys": [
|
| 892 |
+
"joint_position",
|
| 893 |
+
"gripper_position"
|
| 894 |
+
],
|
| 895 |
+
"sin_cos_embedding_keys": null,
|
| 896 |
+
"mean_std_embedding_keys": null,
|
| 897 |
+
"action_configs": null
|
| 898 |
+
},
|
| 899 |
+
"action": {
|
| 900 |
+
"delta_indices": [
|
| 901 |
+
0,
|
| 902 |
+
1,
|
| 903 |
+
2,
|
| 904 |
+
3,
|
| 905 |
+
4,
|
| 906 |
+
5,
|
| 907 |
+
6,
|
| 908 |
+
7,
|
| 909 |
+
8,
|
| 910 |
+
9,
|
| 911 |
+
10,
|
| 912 |
+
11,
|
| 913 |
+
12,
|
| 914 |
+
13,
|
| 915 |
+
14,
|
| 916 |
+
15,
|
| 917 |
+
16,
|
| 918 |
+
17,
|
| 919 |
+
18,
|
| 920 |
+
19,
|
| 921 |
+
20,
|
| 922 |
+
21,
|
| 923 |
+
22,
|
| 924 |
+
23,
|
| 925 |
+
24,
|
| 926 |
+
25,
|
| 927 |
+
26,
|
| 928 |
+
27,
|
| 929 |
+
28,
|
| 930 |
+
29,
|
| 931 |
+
30,
|
| 932 |
+
31
|
| 933 |
+
],
|
| 934 |
+
"modality_keys": [
|
| 935 |
+
"joint_position",
|
| 936 |
+
"gripper_position"
|
| 937 |
+
],
|
| 938 |
+
"sin_cos_embedding_keys": null,
|
| 939 |
+
"mean_std_embedding_keys": null,
|
| 940 |
+
"action_configs": [
|
| 941 |
+
{
|
| 942 |
+
"rep": "RELATIVE",
|
| 943 |
+
"type": "NON_EEF",
|
| 944 |
+
"format": "DEFAULT",
|
| 945 |
+
"state_key": null
|
| 946 |
+
},
|
| 947 |
+
{
|
| 948 |
+
"rep": "ABSOLUTE",
|
| 949 |
+
"type": "NON_EEF",
|
| 950 |
+
"format": "DEFAULT",
|
| 951 |
+
"state_key": null
|
| 952 |
+
}
|
| 953 |
+
]
|
| 954 |
+
},
|
| 955 |
+
"language": {
|
| 956 |
+
"delta_indices": [
|
| 957 |
+
0
|
| 958 |
+
],
|
| 959 |
+
"modality_keys": [
|
| 960 |
+
"annotation.language.language_instruction"
|
| 961 |
+
],
|
| 962 |
+
"sin_cos_embedding_keys": null,
|
| 963 |
+
"mean_std_embedding_keys": null,
|
| 964 |
+
"action_configs": null
|
| 965 |
+
}
|
| 966 |
+
}
|
| 967 |
+
},
|
| 968 |
+
"image_crop_size": null,
|
| 969 |
+
"image_target_size": null,
|
| 970 |
+
"use_albumentations": true,
|
| 971 |
+
"random_rotation_angle": null,
|
| 972 |
+
"color_jitter_params": {
|
| 973 |
+
"brightness": 0.3,
|
| 974 |
+
"contrast": 0.4,
|
| 975 |
+
"saturation": 0.5,
|
| 976 |
+
"hue": 0.08
|
| 977 |
+
},
|
| 978 |
+
"shortest_image_edge": 256,
|
| 979 |
+
"crop_fraction": 0.95,
|
| 980 |
+
"model_name": "nvidia/Eagle-Block2A-2B-v2",
|
| 981 |
+
"model_type": "eagle",
|
| 982 |
+
"formalize_language": true,
|
| 983 |
+
"max_state_dim": 128,
|
| 984 |
+
"max_action_dim": 128,
|
| 985 |
+
"max_action_horizon": 50,
|
| 986 |
+
"use_percentiles": false,
|
| 987 |
+
"clip_outliers": true,
|
| 988 |
+
"apply_sincos_state_encoding": true,
|
| 989 |
+
"use_relative_action": true
|
| 990 |
+
}
|
| 991 |
+
}
|
statistics.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|