diff --git a/buttonpress/preprocess/norm_stats.json b/buttonpress/preprocess/norm_stats.json new file mode 100644 index 0000000000000000000000000000000000000000..604b15e5fd9aa9c9eea4e0764702618882336bf1 --- /dev/null +++ b/buttonpress/preprocess/norm_stats.json @@ -0,0 +1,297 @@ +{ + "count": 2060, + "target_image_size": [ + 192, + 256 + ], + "cameras": [ + "front_camera", + "left_camera", + "robot_camera_0", + "robot_camera_1", + "top_camera" + ], + "camera_rotations": { + "front_camera": "none", + "left_camera": "none", + "robot_camera_0": "none", + "robot_camera_1": "none", + "top_camera": "none" + }, + "state_dim": 44, + "action_dim": 14, + "state_mean": [ + -0.10321813593528152, + 0.16458593773275834, + -0.17380442340198218, + -2.1162418451702707, + 0.08582179964657363, + 2.309310099222128, + 0.45273136598537267, + 0.0004765791882817617, + 0.0006638187686543779, + -0.028411021133020433, + 0.21143003463614007, + -0.012968140895775575, + 0.04596645408952824, + 0.03591080437916884, + 0.18573241113330172, + -0.06791541249642728, + -0.005850521547083987, + -0.006400418147265304, + -0.018890754195817816, + 0.11476065246836882, + -0.04164284217117402, + -2.1935097767311396, + 0.018410153477191323, + 2.3408305783873624, + 0.7122333599381075, + 0.000548094677851562, + 0.0005901176951263694, + -0.005515914437290416, + 0.20219949866437076, + -0.0027483671578125914, + 0.030310766811448644, + 0.008241961758727325, + 0.19484595987692618, + -0.014548757055145755, + -0.006107447853383841, + -0.006224797941408763, + 0.0, + 0.0, + 0.0056119204972894954, + 0.0, + 0.005549748665934318, + 0.0, + 0.0, + 0.0 + ], + "state_std": [ + 0.07959771007623168, + 0.48231877429802145, + 0.07458113908320278, + 0.1964682216675876, + 0.12089845434658113, + 0.36125554507030083, + 0.18030137891950665, + 0.004449567734954491, + 0.004422082682616074, + 0.024929278218138104, + 0.14508665041745455, + 0.07170661750830379, + 0.09834773819936847, + 0.05351564330750548, + 0.06719448146615883, + 0.056715470492511244, + 0.039437437331655945, + 0.03938775824408728, + 0.04174566381115425, + 0.4569930012244739, + 0.10192357564497313, + 0.14268202028572957, + 0.07952220329243001, + 0.38411298628542767, + 0.16995570067636998, + 0.004437241314397371, + 0.0044310193897278945, + 0.022430234121673148, + 0.12835525806049078, + 0.05090177788133853, + 0.07694372330624442, + 0.040304202939117455, + 0.0597234693040246, + 0.049017569975648954, + 0.0393575706763837, + 0.0393465361327714, + 1.0, + 1.0, + 0.008458750845129481, + 1.0, + 0.00836728980336536, + 1.0, + 1.0, + 1.0 + ], + "action_mean": [ + 0.037919402925424214, + -0.028469978330783477, + -0.09967862228022038, + 0.0, + 0.0, + 0.0, + -1.0, + 0.03729788374915284, + -0.005654223624942372, + -0.09962428660647382, + 0.0, + 0.0, + 0.0, + -1.0 + ], + "action_std": [ + 0.0576934449231336, + 0.04803189928744806, + 0.003087110569005852, + 0.0001, + 0.0001, + 0.0001, + 0.0001, + 0.058347206739213835, + 0.03335912669365495, + 0.0033969482181999216, + 0.0001, + 0.0001, + 0.0001, + 0.0001 + ], + "state_norm_policy": "continuous_only", + "state_fields": [ + { + "path": "obs/agent/panda-0/qpos", + "dtype": "float32", + "kind": "continuous", + "dim": 9, + "slice": [ + 0, + 9 + ] + }, + { + "path": "obs/agent/panda-0/qvel", + "dtype": "float32", + "kind": "continuous", + "dim": 9, + "slice": [ + 9, + 18 + ] + }, + { + "path": "obs/agent/panda-1/qpos", + "dtype": "float32", + "kind": "continuous", + "dim": 9, + "slice": [ + 18, + 27 + ] + }, + { + "path": "obs/agent/panda-1/qvel", + "dtype": "float32", + "kind": "continuous", + "dim": 9, + "slice": [ + 27, + 36 + ] + }, + { + "path": "obs/extra/both_pressed", + "dtype": "bool", + "kind": "bool", + "dim": 1, + "slice": [ + 36, + 37 + ] + }, + { + "path": "obs/extra/button1_press_step", + "dtype": "int64", + "kind": "discrete", + "dim": 1, + "slice": [ + 37, + 38 + ] + }, + { + "path": "obs/extra/button1_qpos", + "dtype": "float32", + "kind": "continuous", + "dim": 1, + "slice": [ + 38, + 39 + ] + }, + { + "path": "obs/extra/button2_press_step", + "dtype": "int64", + "kind": "discrete", + "dim": 1, + "slice": [ + 39, + 40 + ] + }, + { + "path": "obs/extra/button2_qpos", + "dtype": "float32", + "kind": "continuous", + "dim": 1, + "slice": [ + 40, + 41 + ] + }, + { + "path": "obs/extra/is_button1_pressed", + "dtype": "bool", + "kind": "bool", + "dim": 1, + "slice": [ + 41, + 42 + ] + }, + { + "path": "obs/extra/is_button2_pressed", + "dtype": "bool", + "kind": "bool", + "dim": 1, + "slice": [ + 42, + 43 + ] + }, + { + "path": "obs/extra/simultaneous_press", + "dtype": "bool", + "kind": "bool", + "dim": 1, + "slice": [ + 43, + 44 + ] + } + ], + "state_norm_slices": [ + [ + 0, + 9 + ], + [ + 9, + 18 + ], + [ + 18, + 27 + ], + [ + 27, + 36 + ], + [ + 38, + 39 + ], + [ + 40, + 41 + ] + ], + "notes": "State stats computed ONLY on continuous dims; discrete/bool dims keep raw (mean=0,std=1). 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