Instructions to use ZibinDong/ActionCodec2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ZibinDong/ActionCodec2 with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("ZibinDong/ActionCodec2", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Publish audited ActionCodec2 release files
Browse files
variants.json
ADDED
|
@@ -0,0 +1,803 @@
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|
| 1 |
+
{
|
| 2 |
+
"format_version": 1,
|
| 3 |
+
"variants": {
|
| 4 |
+
"paper-1st": {
|
| 5 |
+
"edition": "Paper",
|
| 6 |
+
"encoding_order": 1,
|
| 7 |
+
"precision": null,
|
| 8 |
+
"codebook_size": 4096,
|
| 9 |
+
"profiles": [
|
| 10 |
+
"joint",
|
| 11 |
+
"eef"
|
| 12 |
+
],
|
| 13 |
+
"legacy_repo_id": "ZibinDong/ActionCodec2-1st-order",
|
| 14 |
+
"files": {
|
| 15 |
+
"config.json": "5fd7c83d569c5e90f3aed25e3a5232e099060abeca2db58eaacea52a3e52ef5d",
|
| 16 |
+
"processor_config.json": "1fc325c763d1083b579fc6130ca04f1ce83dc2d4493030034c5abf0d9539b5bb",
|
| 17 |
+
"profiles/eef/bpe.json": "1bb09ac4f580b1e2de5fbea138c8ed94ebd3e27a9a4c6bead4f25a8e1fcf2820",
|
| 18 |
+
"profiles/eef/config.json": "44d412ad057ba03aadefcf0880883dd19f3d12aafc3e6d10e1a06b56b46bb896",
|
| 19 |
+
"profiles/eef/config.yaml": "64618710222c973bc5723a0913c5e66c0424c53ba621ea77b70202db679b5780",
|
| 20 |
+
"profiles/eef/primitives.npz": "94c98f587c6bf5b4b278e166126cae6c21de48682e55ea56da8c3ea411121072",
|
| 21 |
+
"profiles/eef/processor_config.json": "f5c0800e6cfdcb7adb8b11f428239cc28e0e407efb2d67c95fef0467ee39b701",
|
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"profiles/eef/config.yaml": "3da32332ef1a5f221626e1ac22346c15de58bbd2d29b0c9e0abce88e8bd2c15d",
|
| 791 |
+
"profiles/eef/primitives.npz": "9169a8a287537d95d2cfd6e77ff99068ae68c8f96b1592b6439b77cf659c70c7",
|
| 792 |
+
"profiles/eef/processor_config.json": "f5c0800e6cfdcb7adb8b11f428239cc28e0e407efb2d67c95fef0467ee39b701",
|
| 793 |
+
"profiles/joint/bpe.json": "b503a4266854a177ff70e08527ed67e656f17401484e3863552999f2dfe36f8f",
|
| 794 |
+
"profiles/joint/config.json": "44d412ad057ba03aadefcf0880883dd19f3d12aafc3e6d10e1a06b56b46bb896",
|
| 795 |
+
"profiles/joint/config.yaml": "d8f616a442a5d555c5d356bba012abf2e99e58d048a2abd3099407e60ed3daac",
|
| 796 |
+
"profiles/joint/primitives.npz": "5ef3c45f7d98dfc9150b5613ed1a966b13e261219fd9b3b88d5212c725b8f9a2",
|
| 797 |
+
"profiles/joint/processor_config.json": "f5c0800e6cfdcb7adb8b11f428239cc28e0e407efb2d67c95fef0467ee39b701",
|
| 798 |
+
"router_config.yaml": "e5b621a52369cdf85d6d3f33cee23fb880f0d47ff287752d77ff6d07bf18caee"
|
| 799 |
+
},
|
| 800 |
+
"fingerprint": "772b889e35df84232f330917453497bcd1073c54e0ef1d5d28898fe79e6f4599"
|
| 801 |
+
}
|
| 802 |
+
}
|
| 803 |
+
}
|
variants/paper-2nd/profiles/joint/primitives.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d99ffa7f635fea19316e18126cf9772bef3fc9dd7b8cd1ff95df001fb3c831cf
|
| 3 |
+
size 3194
|
variants/paper-2nd/profiles/joint/processor_config.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"processor_class": "ActionCodec2Processor"
|
| 3 |
+
}
|
variants/paper-2nd/router_config.yaml
ADDED
|
@@ -0,0 +1,346 @@
|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
|
|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
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|
|
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|
|
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|
|
|
|
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|
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|
|
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|
|
|
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|
|
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|
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|
|
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|
|
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|
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|
|
|
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|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model_type: actioncodec2_router
|
| 2 |
+
config_version: 3
|
| 3 |
+
profiles:
|
| 4 |
+
- name: joint
|
| 5 |
+
token_offset: 0
|
| 6 |
+
token_budget: 4096
|
| 7 |
+
artifact_fingerprint: d054e2e964eb647ee5ee1b8eceffd0c6a35e67597d4375e9e9898b14d0300a00
|
| 8 |
+
- name: eef
|
| 9 |
+
token_offset: 4096
|
| 10 |
+
token_budget: 4096
|
| 11 |
+
artifact_fingerprint: d91e12ef0f3c6e2b0218b240005c898bdf8a1743d7005ed17dfa6d6fa7e8166c
|
| 12 |
+
presets:
|
| 13 |
+
- name: single_eef_abs
|
| 14 |
+
input_dim: 7
|
| 15 |
+
input: absolute
|
| 16 |
+
source_hz: 15.0
|
| 17 |
+
target_hz: 15.0
|
| 18 |
+
interpolation: cubic
|
| 19 |
+
components:
|
| 20 |
+
arm:
|
| 21 |
+
space: eef
|
| 22 |
+
position_dims:
|
| 23 |
+
- 0
|
| 24 |
+
- 1
|
| 25 |
+
- 2
|
| 26 |
+
rotation_dims:
|
| 27 |
+
- 3
|
| 28 |
+
- 4
|
| 29 |
+
- 5
|
| 30 |
+
rotation_format: rotation_vector
|
| 31 |
+
gripper_dim: 6
|
| 32 |
+
gripper_threshold: 0.8
|
| 33 |
+
gripper_open_is_high: true
|
| 34 |
+
- name: single_joint6_abs
|
| 35 |
+
input_dim: 7
|
| 36 |
+
input: absolute
|
| 37 |
+
source_hz: 15.0
|
| 38 |
+
target_hz: 15.0
|
| 39 |
+
interpolation: cubic
|
| 40 |
+
components:
|
| 41 |
+
arm:
|
| 42 |
+
space: joint
|
| 43 |
+
joint_dims:
|
| 44 |
+
- 0
|
| 45 |
+
- 1
|
| 46 |
+
- 2
|
| 47 |
+
- 3
|
| 48 |
+
- 4
|
| 49 |
+
- 5
|
| 50 |
+
gripper_dim: 6
|
| 51 |
+
gripper_threshold: 0.8
|
| 52 |
+
gripper_open_is_high: true
|
| 53 |
+
- name: single_joint7_abs
|
| 54 |
+
input_dim: 8
|
| 55 |
+
input: absolute
|
| 56 |
+
source_hz: 15.0
|
| 57 |
+
target_hz: 15.0
|
| 58 |
+
interpolation: cubic
|
| 59 |
+
components:
|
| 60 |
+
arm:
|
| 61 |
+
space: joint
|
| 62 |
+
joint_dims:
|
| 63 |
+
- 0
|
| 64 |
+
- 1
|
| 65 |
+
- 2
|
| 66 |
+
- 3
|
| 67 |
+
- 4
|
| 68 |
+
- 5
|
| 69 |
+
- 6
|
| 70 |
+
gripper_dim: 7
|
| 71 |
+
gripper_threshold: 0.8
|
| 72 |
+
gripper_open_is_high: true
|
| 73 |
+
- name: single_eef_delta
|
| 74 |
+
input_dim: 7
|
| 75 |
+
input: delta
|
| 76 |
+
source_hz: 15.0
|
| 77 |
+
target_hz: 15.0
|
| 78 |
+
interpolation: cubic
|
| 79 |
+
components:
|
| 80 |
+
arm:
|
| 81 |
+
space: eef
|
| 82 |
+
position_dims:
|
| 83 |
+
- 0
|
| 84 |
+
- 1
|
| 85 |
+
- 2
|
| 86 |
+
rotation_dims:
|
| 87 |
+
- 3
|
| 88 |
+
- 4
|
| 89 |
+
- 5
|
| 90 |
+
rotation_format: rotation_vector
|
| 91 |
+
gripper_dim: 6
|
| 92 |
+
gripper_threshold: 0.8
|
| 93 |
+
gripper_open_is_high: true
|
| 94 |
+
- name: single_joint6_delta
|
| 95 |
+
input_dim: 7
|
| 96 |
+
input: delta
|
| 97 |
+
source_hz: 15.0
|
| 98 |
+
target_hz: 15.0
|
| 99 |
+
interpolation: cubic
|
| 100 |
+
components:
|
| 101 |
+
arm:
|
| 102 |
+
space: joint
|
| 103 |
+
joint_dims:
|
| 104 |
+
- 0
|
| 105 |
+
- 1
|
| 106 |
+
- 2
|
| 107 |
+
- 3
|
| 108 |
+
- 4
|
| 109 |
+
- 5
|
| 110 |
+
gripper_dim: 6
|
| 111 |
+
gripper_threshold: 0.8
|
| 112 |
+
gripper_open_is_high: true
|
| 113 |
+
- name: single_joint7_delta
|
| 114 |
+
input_dim: 8
|
| 115 |
+
input: delta
|
| 116 |
+
source_hz: 15.0
|
| 117 |
+
target_hz: 15.0
|
| 118 |
+
interpolation: cubic
|
| 119 |
+
components:
|
| 120 |
+
arm:
|
| 121 |
+
space: joint
|
| 122 |
+
joint_dims:
|
| 123 |
+
- 0
|
| 124 |
+
- 1
|
| 125 |
+
- 2
|
| 126 |
+
- 3
|
| 127 |
+
- 4
|
| 128 |
+
- 5
|
| 129 |
+
- 6
|
| 130 |
+
gripper_dim: 7
|
| 131 |
+
gripper_threshold: 0.8
|
| 132 |
+
gripper_open_is_high: true
|
| 133 |
+
- name: dual_eef_abs
|
| 134 |
+
input_dim: 14
|
| 135 |
+
input: absolute
|
| 136 |
+
source_hz: 15.0
|
| 137 |
+
target_hz: 15.0
|
| 138 |
+
interpolation: cubic
|
| 139 |
+
components:
|
| 140 |
+
left_arm:
|
| 141 |
+
space: eef
|
| 142 |
+
position_dims:
|
| 143 |
+
- 0
|
| 144 |
+
- 1
|
| 145 |
+
- 2
|
| 146 |
+
rotation_dims:
|
| 147 |
+
- 3
|
| 148 |
+
- 4
|
| 149 |
+
- 5
|
| 150 |
+
rotation_format: rotation_vector
|
| 151 |
+
gripper_dim: 6
|
| 152 |
+
gripper_threshold: 0.8
|
| 153 |
+
gripper_open_is_high: true
|
| 154 |
+
right_arm:
|
| 155 |
+
space: eef
|
| 156 |
+
position_dims:
|
| 157 |
+
- 7
|
| 158 |
+
- 8
|
| 159 |
+
- 9
|
| 160 |
+
rotation_dims:
|
| 161 |
+
- 10
|
| 162 |
+
- 11
|
| 163 |
+
- 12
|
| 164 |
+
rotation_format: rotation_vector
|
| 165 |
+
gripper_dim: 13
|
| 166 |
+
gripper_threshold: 0.8
|
| 167 |
+
gripper_open_is_high: true
|
| 168 |
+
- name: dual_joint6_abs
|
| 169 |
+
input_dim: 14
|
| 170 |
+
input: absolute
|
| 171 |
+
source_hz: 15.0
|
| 172 |
+
target_hz: 15.0
|
| 173 |
+
interpolation: cubic
|
| 174 |
+
components:
|
| 175 |
+
left_arm:
|
| 176 |
+
space: joint
|
| 177 |
+
joint_dims:
|
| 178 |
+
- 0
|
| 179 |
+
- 1
|
| 180 |
+
- 2
|
| 181 |
+
- 3
|
| 182 |
+
- 4
|
| 183 |
+
- 5
|
| 184 |
+
gripper_dim: 6
|
| 185 |
+
gripper_threshold: 0.8
|
| 186 |
+
gripper_open_is_high: true
|
| 187 |
+
right_arm:
|
| 188 |
+
space: joint
|
| 189 |
+
joint_dims:
|
| 190 |
+
- 7
|
| 191 |
+
- 8
|
| 192 |
+
- 9
|
| 193 |
+
- 10
|
| 194 |
+
- 11
|
| 195 |
+
- 12
|
| 196 |
+
gripper_dim: 13
|
| 197 |
+
gripper_threshold: 0.8
|
| 198 |
+
gripper_open_is_high: true
|
| 199 |
+
- name: dual_joint7_abs
|
| 200 |
+
input_dim: 16
|
| 201 |
+
input: absolute
|
| 202 |
+
source_hz: 15.0
|
| 203 |
+
target_hz: 15.0
|
| 204 |
+
interpolation: cubic
|
| 205 |
+
components:
|
| 206 |
+
left_arm:
|
| 207 |
+
space: joint
|
| 208 |
+
joint_dims:
|
| 209 |
+
- 0
|
| 210 |
+
- 1
|
| 211 |
+
- 2
|
| 212 |
+
- 3
|
| 213 |
+
- 4
|
| 214 |
+
- 5
|
| 215 |
+
- 6
|
| 216 |
+
gripper_dim: 7
|
| 217 |
+
gripper_threshold: 0.8
|
| 218 |
+
gripper_open_is_high: true
|
| 219 |
+
right_arm:
|
| 220 |
+
space: joint
|
| 221 |
+
joint_dims:
|
| 222 |
+
- 8
|
| 223 |
+
- 9
|
| 224 |
+
- 10
|
| 225 |
+
- 11
|
| 226 |
+
- 12
|
| 227 |
+
- 13
|
| 228 |
+
- 14
|
| 229 |
+
gripper_dim: 15
|
| 230 |
+
gripper_threshold: 0.8
|
| 231 |
+
gripper_open_is_high: true
|
| 232 |
+
- name: dual_eef_delta
|
| 233 |
+
input_dim: 14
|
| 234 |
+
input: delta
|
| 235 |
+
source_hz: 15.0
|
| 236 |
+
target_hz: 15.0
|
| 237 |
+
interpolation: cubic
|
| 238 |
+
components:
|
| 239 |
+
left_arm:
|
| 240 |
+
space: eef
|
| 241 |
+
position_dims:
|
| 242 |
+
- 0
|
| 243 |
+
- 1
|
| 244 |
+
- 2
|
| 245 |
+
rotation_dims:
|
| 246 |
+
- 3
|
| 247 |
+
- 4
|
| 248 |
+
- 5
|
| 249 |
+
rotation_format: rotation_vector
|
| 250 |
+
gripper_dim: 6
|
| 251 |
+
gripper_threshold: 0.8
|
| 252 |
+
gripper_open_is_high: true
|
| 253 |
+
right_arm:
|
| 254 |
+
space: eef
|
| 255 |
+
position_dims:
|
| 256 |
+
- 7
|
| 257 |
+
- 8
|
| 258 |
+
- 9
|
| 259 |
+
rotation_dims:
|
| 260 |
+
- 10
|
| 261 |
+
- 11
|
| 262 |
+
- 12
|
| 263 |
+
rotation_format: rotation_vector
|
| 264 |
+
gripper_dim: 13
|
| 265 |
+
gripper_threshold: 0.8
|
| 266 |
+
gripper_open_is_high: true
|
| 267 |
+
- name: dual_joint6_delta
|
| 268 |
+
input_dim: 14
|
| 269 |
+
input: delta
|
| 270 |
+
source_hz: 15.0
|
| 271 |
+
target_hz: 15.0
|
| 272 |
+
interpolation: cubic
|
| 273 |
+
components:
|
| 274 |
+
left_arm:
|
| 275 |
+
space: joint
|
| 276 |
+
joint_dims:
|
| 277 |
+
- 0
|
| 278 |
+
- 1
|
| 279 |
+
- 2
|
| 280 |
+
- 3
|
| 281 |
+
- 4
|
| 282 |
+
- 5
|
| 283 |
+
gripper_dim: 6
|
| 284 |
+
gripper_threshold: 0.8
|
| 285 |
+
gripper_open_is_high: true
|
| 286 |
+
right_arm:
|
| 287 |
+
space: joint
|
| 288 |
+
joint_dims:
|
| 289 |
+
- 7
|
| 290 |
+
- 8
|
| 291 |
+
- 9
|
| 292 |
+
- 10
|
| 293 |
+
- 11
|
| 294 |
+
- 12
|
| 295 |
+
gripper_dim: 13
|
| 296 |
+
gripper_threshold: 0.8
|
| 297 |
+
gripper_open_is_high: true
|
| 298 |
+
- name: dual_joint7_delta
|
| 299 |
+
input_dim: 16
|
| 300 |
+
input: delta
|
| 301 |
+
source_hz: 15.0
|
| 302 |
+
target_hz: 15.0
|
| 303 |
+
interpolation: cubic
|
| 304 |
+
components:
|
| 305 |
+
left_arm:
|
| 306 |
+
space: joint
|
| 307 |
+
joint_dims:
|
| 308 |
+
- 0
|
| 309 |
+
- 1
|
| 310 |
+
- 2
|
| 311 |
+
- 3
|
| 312 |
+
- 4
|
| 313 |
+
- 5
|
| 314 |
+
- 6
|
| 315 |
+
gripper_dim: 7
|
| 316 |
+
gripper_threshold: 0.8
|
| 317 |
+
gripper_open_is_high: true
|
| 318 |
+
right_arm:
|
| 319 |
+
space: joint
|
| 320 |
+
joint_dims:
|
| 321 |
+
- 8
|
| 322 |
+
- 9
|
| 323 |
+
- 10
|
| 324 |
+
- 11
|
| 325 |
+
- 12
|
| 326 |
+
- 13
|
| 327 |
+
- 14
|
| 328 |
+
gripper_dim: 15
|
| 329 |
+
gripper_threshold: 0.8
|
| 330 |
+
gripper_open_is_high: true
|
| 331 |
+
- name: single_joint6_abs_continuous_gripper
|
| 332 |
+
input_dim: 6
|
| 333 |
+
input: absolute
|
| 334 |
+
source_hz: 15.0
|
| 335 |
+
target_hz: 15.0
|
| 336 |
+
interpolation: cubic
|
| 337 |
+
components:
|
| 338 |
+
arm:
|
| 339 |
+
space: joint
|
| 340 |
+
joint_dims:
|
| 341 |
+
- 0
|
| 342 |
+
- 1
|
| 343 |
+
- 2
|
| 344 |
+
- 3
|
| 345 |
+
- 4
|
| 346 |
+
- 5
|