Add level2_dual_arm multi-task PI0.5 LoRA (14 level-2 tasks, 50k steps, mean success 0.120)
Browse files- multi_task/level2_dual_arm/eval_reports/DualArmBookPickPlace-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmCleanupPotEnv-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmClothAlign-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmJugglingBall-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmLiftBall-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmOpenBottle-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmOpenLaptop-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmPegInHole-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmPlaceRopeOverRod-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmPouringTwoCups-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmPushObject-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmStraightenRope-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmStuffCloth-v1.json +166 -0
- multi_task/level2_dual_arm/eval_reports/DualArmThrowBlock-v1.json +166 -0
- multi_task/level2_dual_arm/eval_result.json +99 -0
- multi_task/level2_dual_arm/lora_step_0010000.npz +3 -0
- multi_task/level2_dual_arm/lora_step_0020000.npz +3 -0
- multi_task/level2_dual_arm/lora_step_0030000.npz +3 -0
- multi_task/level2_dual_arm/lora_step_0040000.npz +3 -0
- multi_task/level2_dual_arm/lora_step_0050000.npz +3 -0
- multi_task/level2_dual_arm/metadata.json +254 -0
- multi_task/level2_dual_arm/norm_stats.json +376 -0
multi_task/level2_dual_arm/eval_reports/DualArmBookPickPlace-v1.json
ADDED
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@@ -0,0 +1,166 @@
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| 1 |
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{
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| 2 |
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"task": "DualArmBookPickPlace-v1",
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"suite": "level2_dual_arm",
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"step": 50000,
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"episodes": 50,
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"episode_return": [
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],
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"episode_steps": [
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"episode_seed_base": 1000,
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"episode_seeds": "1000-1049"
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| 166 |
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}
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multi_task/level2_dual_arm/eval_reports/DualArmCleanupPotEnv-v1.json
ADDED
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@@ -0,0 +1,166 @@
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|
| 1 |
+
{
|
| 2 |
+
"task": "DualArmCleanupPotEnv-v1",
|
| 3 |
+
"suite": "level2_dual_arm",
|
| 4 |
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"step": 50000,
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| 5 |
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"episodes": 50,
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| 6 |
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"successes": 0,
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| 7 |
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| 8 |
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|
| 166 |
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|
multi_task/level2_dual_arm/eval_reports/DualArmClothAlign-v1.json
ADDED
|
@@ -0,0 +1,166 @@
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| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
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|
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}
|
multi_task/level2_dual_arm/eval_reports/DualArmJugglingBall-v1.json
ADDED
|
@@ -0,0 +1,166 @@
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| 1 |
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{
|
| 2 |
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"task": "DualArmJugglingBall-v1",
|
| 3 |
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"suite": "level2_dual_arm",
|
| 4 |
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|
| 5 |
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|
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| 60 |
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multi_task/level2_dual_arm/eval_reports/DualArmLiftBall-v1.json
ADDED
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@@ -0,0 +1,166 @@
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|
multi_task/level2_dual_arm/eval_reports/DualArmOpenBottle-v1.json
ADDED
|
@@ -0,0 +1,166 @@
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| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 166 |
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|
multi_task/level2_dual_arm/eval_reports/DualArmOpenLaptop-v1.json
ADDED
|
@@ -0,0 +1,166 @@
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{
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|
| 3 |
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|
| 4 |
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|
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|
| 166 |
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}
|
multi_task/level2_dual_arm/eval_reports/DualArmPegInHole-v1.json
ADDED
|
@@ -0,0 +1,166 @@
|
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|
|
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| 1 |
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{
|
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multi_task/level2_dual_arm/eval_reports/DualArmPlaceRopeOverRod-v1.json
ADDED
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@@ -0,0 +1,166 @@
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{
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|
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|
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|
multi_task/level2_dual_arm/eval_reports/DualArmPouringTwoCups-v1.json
ADDED
|
@@ -0,0 +1,166 @@
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multi_task/level2_dual_arm/eval_reports/DualArmPushObject-v1.json
ADDED
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@@ -0,0 +1,166 @@
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{
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| 3 |
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| 166 |
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}
|
multi_task/level2_dual_arm/eval_reports/DualArmStraightenRope-v1.json
ADDED
|
@@ -0,0 +1,166 @@
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| 1 |
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{
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 166 |
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}
|
multi_task/level2_dual_arm/eval_reports/DualArmStuffCloth-v1.json
ADDED
|
@@ -0,0 +1,166 @@
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|
| 1 |
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{
|
| 2 |
+
"task": "DualArmStuffCloth-v1",
|
| 3 |
+
"suite": "level2_dual_arm",
|
| 4 |
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|
| 5 |
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|
| 6 |
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|
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|
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|
| 60 |
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|
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|
| 164 |
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|
| 165 |
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"episode_seeds": "1000-1049"
|
| 166 |
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}
|
multi_task/level2_dual_arm/eval_reports/DualArmThrowBlock-v1.json
ADDED
|
@@ -0,0 +1,166 @@
|
|
|
|
|
|
|
|
|
|
|
|
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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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|
| 164 |
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"episode_seed_base": 1000,
|
| 165 |
+
"episode_seeds": "1000-1049"
|
| 166 |
+
}
|
multi_task/level2_dual_arm/eval_result.json
ADDED
|
@@ -0,0 +1,99 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
+
{
|
| 2 |
+
"suite": "level2_dual_arm",
|
| 3 |
+
"suite_id": "l2dual",
|
| 4 |
+
"description": "all level-2 dual-arm tasks (gripper + dexterous hand)",
|
| 5 |
+
"level": "level_2",
|
| 6 |
+
"step": 50000,
|
| 7 |
+
"campaign": "pi05_lv2sub_20261029",
|
| 8 |
+
"tasks": 14,
|
| 9 |
+
"mean_success_rate": 0.11999999999999998,
|
| 10 |
+
"episodes_per_task": 50,
|
| 11 |
+
"episode_seeds": "1000-1049",
|
| 12 |
+
"per_task": [
|
| 13 |
+
{
|
| 14 |
+
"task": "DualArmLiftBall-v1",
|
| 15 |
+
"success_rate": 0.28,
|
| 16 |
+
"successes": 14,
|
| 17 |
+
"return_mean": 31.4384
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"task": "DualArmBookPickPlace-v1",
|
| 21 |
+
"success_rate": 0.0,
|
| 22 |
+
"successes": 0,
|
| 23 |
+
"return_mean": 536.0200600000001
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"task": "DualArmPegInHole-v1",
|
| 27 |
+
"success_rate": 0.08,
|
| 28 |
+
"successes": 4,
|
| 29 |
+
"return_mean": 45.02074
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"task": "DualArmCleanupPotEnv-v1",
|
| 33 |
+
"success_rate": 0.0,
|
| 34 |
+
"successes": 0,
|
| 35 |
+
"return_mean": 144.15777999999997
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"task": "DualArmClothAlign-v1",
|
| 39 |
+
"success_rate": 0.26,
|
| 40 |
+
"successes": 13,
|
| 41 |
+
"return_mean": 24.618180000000002
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"task": "DualArmPushObject-v1",
|
| 45 |
+
"success_rate": 0.0,
|
| 46 |
+
"successes": 0,
|
| 47 |
+
"return_mean": 0.04298
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"task": "DualArmStraightenRope-v1",
|
| 51 |
+
"success_rate": 0.2,
|
| 52 |
+
"successes": 10,
|
| 53 |
+
"return_mean": 51.66449999999999
|
| 54 |
+
},
|
| 55 |
+
{
|
| 56 |
+
"task": "DualArmOpenLaptop-v1",
|
| 57 |
+
"success_rate": 0.14,
|
| 58 |
+
"successes": 7,
|
| 59 |
+
"return_mean": 1533.2114400000005
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"task": "DualArmThrowBlock-v1",
|
| 63 |
+
"success_rate": 0.32,
|
| 64 |
+
"successes": 16,
|
| 65 |
+
"return_mean": 2062.5982
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"task": "DualArmJugglingBall-v1",
|
| 69 |
+
"success_rate": 0.12,
|
| 70 |
+
"successes": 6,
|
| 71 |
+
"return_mean": -4807.480519999998
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"task": "DualArmOpenBottle-v1",
|
| 75 |
+
"success_rate": 0.0,
|
| 76 |
+
"successes": 0,
|
| 77 |
+
"return_mean": 2186.440520000001
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"task": "DualArmPlaceRopeOverRod-v1",
|
| 81 |
+
"success_rate": 0.16,
|
| 82 |
+
"successes": 8,
|
| 83 |
+
"return_mean": 268.38523999999995
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"task": "DualArmStuffCloth-v1",
|
| 87 |
+
"success_rate": 0.12,
|
| 88 |
+
"successes": 6,
|
| 89 |
+
"return_mean": 30.693659999999994
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"task": "DualArmPouringTwoCups-v1",
|
| 93 |
+
"success_rate": 0.0,
|
| 94 |
+
"successes": 0,
|
| 95 |
+
"return_mean": 2262.00242
|
| 96 |
+
}
|
| 97 |
+
],
|
| 98 |
+
"note": "Only the final checkpoint (step 50000) was evaluated; 50 episodes per task, the same seeds for every task and suite."
|
| 99 |
+
}
|
multi_task/level2_dual_arm/lora_step_0010000.npz
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:f563322d41557a2eea55b90ca749c23981fb65fbf274601d0aafcc6d6e6dee88
|
| 3 |
+
size 1867943218
|
multi_task/level2_dual_arm/lora_step_0020000.npz
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
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|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:8a20f4505fbde687371efffcfc611971791b167f296d41349ba66c7b4416683d
|
| 3 |
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size 1867943218
|
multi_task/level2_dual_arm/lora_step_0030000.npz
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:8e272c01828f6d70db71f294633d99679bfe4d631a756646d580a77f3d09eb69
|
| 3 |
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size 1867943218
|
multi_task/level2_dual_arm/lora_step_0040000.npz
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:b2b3be2bdc5e7e7337492b9f828ad993d30119a46ab4c2400ddbca44ec94b950
|
| 3 |
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size 1867943218
|
multi_task/level2_dual_arm/lora_step_0050000.npz
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:14bf21db6b8c8d2d9027d2cc20035bb1cca3e663e2bdf25b6fddc0777ebc4555
|
| 3 |
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size 1867943218
|
multi_task/level2_dual_arm/metadata.json
ADDED
|
@@ -0,0 +1,254 @@
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
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|
| 1 |
+
{
|
| 2 |
+
"suite": "level2_dual_arm",
|
| 3 |
+
"suite_id": "l2dual",
|
| 4 |
+
"description": "all level-2 dual-arm tasks (gripper + dexterous hand)",
|
| 5 |
+
"campaign": "pi05_lv2sub_20261029",
|
| 6 |
+
"tasks": [
|
| 7 |
+
"DualArmLiftBall-v1",
|
| 8 |
+
"DualArmBookPickPlace-v1",
|
| 9 |
+
"DualArmPegInHole-v1",
|
| 10 |
+
"DualArmCleanupPotEnv-v1",
|
| 11 |
+
"DualArmClothAlign-v1",
|
| 12 |
+
"DualArmPushObject-v1",
|
| 13 |
+
"DualArmStraightenRope-v1",
|
| 14 |
+
"DualArmOpenLaptop-v1",
|
| 15 |
+
"DualArmThrowBlock-v1",
|
| 16 |
+
"DualArmJugglingBall-v1",
|
| 17 |
+
"DualArmOpenBottle-v1",
|
| 18 |
+
"DualArmPlaceRopeOverRod-v1",
|
| 19 |
+
"DualArmStuffCloth-v1",
|
| 20 |
+
"DualArmPouringTwoCups-v1"
|
| 21 |
+
],
|
| 22 |
+
"method": "PI0.5 LoRA + trainable weights, multi-task (one policy for all tasks in the suite)",
|
| 23 |
+
"base_checkpoint": "gs://openpi-assets/checkpoints/pi05_base/params",
|
| 24 |
+
"checkpoints": [
|
| 25 |
+
{
|
| 26 |
+
"file": "lora_step_0010000.npz",
|
| 27 |
+
"step": 10000,
|
| 28 |
+
"sha256": "f563322d41557a2eea55b90ca749c23981fb65fbf274601d0aafcc6d6e6dee88",
|
| 29 |
+
"bytes": 1867943218,
|
| 30 |
+
"evaluated": false
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"file": "lora_step_0020000.npz",
|
| 34 |
+
"step": 20000,
|
| 35 |
+
"sha256": "8a20f4505fbde687371efffcfc611971791b167f296d41349ba66c7b4416683d",
|
| 36 |
+
"bytes": 1867943218,
|
| 37 |
+
"evaluated": false
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"file": "lora_step_0030000.npz",
|
| 41 |
+
"step": 30000,
|
| 42 |
+
"sha256": "8e272c01828f6d70db71f294633d99679bfe4d631a756646d580a77f3d09eb69",
|
| 43 |
+
"bytes": 1867943218,
|
| 44 |
+
"evaluated": false
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"file": "lora_step_0040000.npz",
|
| 48 |
+
"step": 40000,
|
| 49 |
+
"sha256": "b2b3be2bdc5e7e7337492b9f828ad993d30119a46ab4c2400ddbca44ec94b950",
|
| 50 |
+
"bytes": 1867943218,
|
| 51 |
+
"evaluated": false
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"file": "lora_step_0050000.npz",
|
| 55 |
+
"step": 50000,
|
| 56 |
+
"sha256": "14bf21db6b8c8d2d9027d2cc20035bb1cca3e663e2bdf25b6fddc0777ebc4555",
|
| 57 |
+
"bytes": 1867943218,
|
| 58 |
+
"evaluated": true
|
| 59 |
+
}
|
| 60 |
+
],
|
| 61 |
+
"evaluated_checkpoint": "lora_step_0050000.npz",
|
| 62 |
+
"tensor_count": 51,
|
| 63 |
+
"action_dim": 44,
|
| 64 |
+
"state_dim": 44,
|
| 65 |
+
"action_dim_note": "44 = union of all level-2 embodiments (dual-arm dexterous); narrower embodiments are zero-padded, as in the level-2 dataset",
|
| 66 |
+
"action_horizon": 50,
|
| 67 |
+
"max_token_len": 200,
|
| 68 |
+
"image_size": 224,
|
| 69 |
+
"exec_steps": 16,
|
| 70 |
+
"sample_steps": 10,
|
| 71 |
+
"control_mode": "pd_ee_delta_pose",
|
| 72 |
+
"state_input": "zero vector",
|
| 73 |
+
"cameras": [
|
| 74 |
+
"front_camera",
|
| 75 |
+
"robot_camera_0",
|
| 76 |
+
"robot_camera_1"
|
| 77 |
+
],
|
| 78 |
+
"missing_right_wrist_image": "zeros",
|
| 79 |
+
"num_demos_per_task": 20,
|
| 80 |
+
"train_episodes": 280,
|
| 81 |
+
"train_frames": 121618,
|
| 82 |
+
"train_steps": 50000,
|
| 83 |
+
"batch_size": 64,
|
| 84 |
+
"lr": 5e-05,
|
| 85 |
+
"warmup_steps": 1000,
|
| 86 |
+
"lr_schedule": "cosine decay over all 50000 steps to 5e-6",
|
| 87 |
+
"data_parallel": "pure data parallel (fsdp_devices=1), 2-8 GPUs, global batch 64",
|
| 88 |
+
"norm_stats_file": "norm_stats.json",
|
| 89 |
+
"norm_stats_sha256": "6e3e58463d53c08f3e7bf6833d11a670c9c11198b6ed152c870c99644a7b404d",
|
| 90 |
+
"norm_stats_note": "quantile stats computed on this suite's frames only; padded dims whose q01==q99 were repaired (padding-aware)",
|
| 91 |
+
"training_data": "Linslab/ManiLadder_Dataset raw/<task>, 20 demos per task (14 tasks, 280 episodes, 121618 frames)",
|
| 92 |
+
"task_sources": {
|
| 93 |
+
"DualArmLiftBall-v1": {
|
| 94 |
+
"path": "maniladder/envs/rigid_body/dual_arm_gripper/level_2/lift_ball.py",
|
| 95 |
+
"sha256": "0560e10a0e9d98906408f8171268cd04ce655a626f38850bca0f31bf04bd9154",
|
| 96 |
+
"level": "level_2",
|
| 97 |
+
"category": "rigid_body/dual_arm_gripper",
|
| 98 |
+
"cameras": [
|
| 99 |
+
"front_camera",
|
| 100 |
+
"robot_camera_0",
|
| 101 |
+
"robot_camera_1"
|
| 102 |
+
]
|
| 103 |
+
},
|
| 104 |
+
"DualArmBookPickPlace-v1": {
|
| 105 |
+
"path": "maniladder/envs/rigid_body/dual_arm_gripper/level_2/book_pick_place.py",
|
| 106 |
+
"sha256": "6a92d5e17c749bacb4dbb9c0aa8b5a6b3922710a70247473846b807e71e8e7a4",
|
| 107 |
+
"level": "level_2",
|
| 108 |
+
"category": "rigid_body/dual_arm_gripper",
|
| 109 |
+
"cameras": [
|
| 110 |
+
"front_camera",
|
| 111 |
+
"robot_camera_0",
|
| 112 |
+
"robot_camera_1"
|
| 113 |
+
]
|
| 114 |
+
},
|
| 115 |
+
"DualArmPegInHole-v1": {
|
| 116 |
+
"path": "maniladder/envs/rigid_body/dual_arm_gripper/level_2/peg_in_hole.py",
|
| 117 |
+
"sha256": "38c5217e32fae22a0fa962b54c44a42fc12cd1220060d602365b8be75f42e5ae",
|
| 118 |
+
"level": "level_2",
|
| 119 |
+
"category": "rigid_body/dual_arm_gripper",
|
| 120 |
+
"cameras": [
|
| 121 |
+
"front_camera",
|
| 122 |
+
"robot_camera_0",
|
| 123 |
+
"robot_camera_1"
|
| 124 |
+
]
|
| 125 |
+
},
|
| 126 |
+
"DualArmCleanupPotEnv-v1": {
|
| 127 |
+
"path": "maniladder/envs/rigid_body/dual_arm_gripper/level_2/cleanup_pot.py",
|
| 128 |
+
"sha256": "279f544967eb0539e28bc8cd4063d28b80aa0fead7c0733a1787ad0fc983b155",
|
| 129 |
+
"level": "level_2",
|
| 130 |
+
"category": "rigid_body/dual_arm_gripper",
|
| 131 |
+
"cameras": [
|
| 132 |
+
"front_camera",
|
| 133 |
+
"robot_camera_0",
|
| 134 |
+
"robot_camera_1"
|
| 135 |
+
]
|
| 136 |
+
},
|
| 137 |
+
"DualArmClothAlign-v1": {
|
| 138 |
+
"path": "maniladder/envs/deformable/dual_arm_gripper/level_2/cloth_align.py",
|
| 139 |
+
"sha256": "9f65e9339bd9b64ab708a1acfbf5780c14c0ab553ef0d83ba4cfe32b5a987748",
|
| 140 |
+
"level": "level_2",
|
| 141 |
+
"category": "deformable/dual_arm_gripper",
|
| 142 |
+
"cameras": [
|
| 143 |
+
"front_camera",
|
| 144 |
+
"robot_camera_0",
|
| 145 |
+
"robot_camera_1"
|
| 146 |
+
]
|
| 147 |
+
},
|
| 148 |
+
"DualArmPushObject-v1": {
|
| 149 |
+
"path": "maniladder/envs/deformable/dual_arm_gripper/level_2/push_object.py",
|
| 150 |
+
"sha256": "3f0cf62ba9ad3f2b6e93d3808fd68b11a810ed6b7eedea063c922059afbc5ab6",
|
| 151 |
+
"level": "level_2",
|
| 152 |
+
"category": "deformable/dual_arm_gripper",
|
| 153 |
+
"cameras": [
|
| 154 |
+
"front_camera",
|
| 155 |
+
"robot_camera_0",
|
| 156 |
+
"robot_camera_1"
|
| 157 |
+
]
|
| 158 |
+
},
|
| 159 |
+
"DualArmStraightenRope-v1": {
|
| 160 |
+
"path": "maniladder/envs/deformable/dual_arm_gripper/level_2/straighten_rope_dual.py",
|
| 161 |
+
"sha256": "fae8f4feb83db36e70574f232d3c6faab0d7fbc43a5dac2cb13fd8bc13207314",
|
| 162 |
+
"level": "level_2",
|
| 163 |
+
"category": "deformable/dual_arm_gripper",
|
| 164 |
+
"cameras": [
|
| 165 |
+
"front_camera",
|
| 166 |
+
"robot_camera_0",
|
| 167 |
+
"robot_camera_1"
|
| 168 |
+
]
|
| 169 |
+
},
|
| 170 |
+
"DualArmOpenLaptop-v1": {
|
| 171 |
+
"path": "maniladder/envs/rigid_body/dual_arm_dex/level_2/open_laptop.py",
|
| 172 |
+
"sha256": "e2c3c0714da9a484ed7a7ac3dc6374f61c7e1867167f50b37dca9845534faf93",
|
| 173 |
+
"level": "level_2",
|
| 174 |
+
"category": "rigid_body/dual_arm_dex",
|
| 175 |
+
"cameras": [
|
| 176 |
+
"front_camera",
|
| 177 |
+
"robot_camera_0",
|
| 178 |
+
"robot_camera_1"
|
| 179 |
+
]
|
| 180 |
+
},
|
| 181 |
+
"DualArmThrowBlock-v1": {
|
| 182 |
+
"path": "maniladder/envs/rigid_body/dual_arm_dex/level_2/throw_ball.py",
|
| 183 |
+
"sha256": "0a00a7e724272b98eb42cd58fb57f6e15756a6e115f19f320febda6dda6d7680",
|
| 184 |
+
"level": "level_2",
|
| 185 |
+
"category": "rigid_body/dual_arm_dex",
|
| 186 |
+
"cameras": [
|
| 187 |
+
"front_camera",
|
| 188 |
+
"robot_camera_0",
|
| 189 |
+
"robot_camera_1"
|
| 190 |
+
]
|
| 191 |
+
},
|
| 192 |
+
"DualArmJugglingBall-v1": {
|
| 193 |
+
"path": "maniladder/envs/rigid_body/dual_arm_dex/level_2/juggle_ball.py",
|
| 194 |
+
"sha256": "f5a65ccfa2d7aa379f131628849315ce1840b5e11620e5f6a86c6a3451706ed1",
|
| 195 |
+
"level": "level_2",
|
| 196 |
+
"category": "rigid_body/dual_arm_dex",
|
| 197 |
+
"cameras": [
|
| 198 |
+
"front_camera",
|
| 199 |
+
"robot_camera_0",
|
| 200 |
+
"robot_camera_1"
|
| 201 |
+
]
|
| 202 |
+
},
|
| 203 |
+
"DualArmOpenBottle-v1": {
|
| 204 |
+
"path": "maniladder/envs/rigid_body/dual_arm_dex/level_2/open_bottle.py",
|
| 205 |
+
"sha256": "6c492aff17adfba725a0f605df5394f4fe93e04ef122cf473a210e4a2cf84e2f",
|
| 206 |
+
"level": "level_2",
|
| 207 |
+
"category": "rigid_body/dual_arm_dex",
|
| 208 |
+
"cameras": [
|
| 209 |
+
"front_camera",
|
| 210 |
+
"robot_camera_0",
|
| 211 |
+
"robot_camera_1"
|
| 212 |
+
]
|
| 213 |
+
},
|
| 214 |
+
"DualArmPlaceRopeOverRod-v1": {
|
| 215 |
+
"path": "maniladder/envs/deformable/dual_arm_dex/level_2/drape_rope.py",
|
| 216 |
+
"sha256": "670f1e36c3cd79cbce17b8e6a6fd5edd57816b15dcd8aad748be5a669b8fe14c",
|
| 217 |
+
"level": "level_2",
|
| 218 |
+
"category": "deformable/dual_arm_dex",
|
| 219 |
+
"cameras": [
|
| 220 |
+
"front_camera",
|
| 221 |
+
"robot_camera_0",
|
| 222 |
+
"robot_camera_1"
|
| 223 |
+
]
|
| 224 |
+
},
|
| 225 |
+
"DualArmStuffCloth-v1": {
|
| 226 |
+
"path": "maniladder/envs/deformable/dual_arm_dex/level_2/stuff_cloth.py",
|
| 227 |
+
"sha256": "5b93ca100fb7b035fa07f9c334e1dce162baf7915a1bbf56cae0f1d78f5d56f8",
|
| 228 |
+
"level": "level_2",
|
| 229 |
+
"category": "deformable/dual_arm_dex",
|
| 230 |
+
"cameras": [
|
| 231 |
+
"front_camera",
|
| 232 |
+
"robot_camera_0",
|
| 233 |
+
"robot_camera_1"
|
| 234 |
+
]
|
| 235 |
+
},
|
| 236 |
+
"DualArmPouringTwoCups-v1": {
|
| 237 |
+
"path": "maniladder/envs/deformable/dual_arm_dex/level_2/water_cup.py",
|
| 238 |
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"sha256": "4ac7b0bf11eecec6703389831a8711f66875b4dbfedbe6ab8a5faf04ceb9281d",
|
| 239 |
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"level": "level_2",
|
| 240 |
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"category": "deformable/dual_arm_dex",
|
| 241 |
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"cameras": [
|
| 242 |
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"front_camera",
|
| 243 |
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"robot_camera_0",
|
| 244 |
+
"robot_camera_1"
|
| 245 |
+
]
|
| 246 |
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}
|
| 247 |
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},
|
| 248 |
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"eval_episodes": 50,
|
| 249 |
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"eval_seed_base": 1000,
|
| 250 |
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"evaluated_steps": [
|
| 251 |
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50000
|
| 252 |
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],
|
| 253 |
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"selection": "final checkpoint only (no checkpoint selection)"
|
| 254 |
+
}
|
multi_task/level2_dual_arm/norm_stats.json
ADDED
|
@@ -0,0 +1,376 @@
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