{ "weights": { "blend_logit": -0.057647705078125, "blend_beta": 0.485595703125, "layers": { "layer_0": { "deformation_scale": 0.283935546875, "deformation_scale_raw": 0.283935546875, "offset_norm_mean": 0.07666015625, "offset_norm_std": 0.01318359375, "offset_norm_per_vertex": [ 0.060211181640625, 0.09661865234375, 0.0791015625, 0.07452392578125, 0.07269287109375 ], "template_norm_mean": 0.6328125, "deformed_norm_mean": 0.6357421875, "vertex_dist_mean": 1.0048828125, "vertex_dist_std": 0.006610870361328125, "vertex_dist_min": 0.9970703125, "vertex_dist_max": 1.0126953125, "to_coords_norm": 3.234375, "to_v_norm": 15.9765625, "to_out_norm": 15.9609375, "vertex_proj_norm": 1.34375 }, "layer_1": { "deformation_scale": 0.264404296875, "deformation_scale_raw": 0.264404296875, "offset_norm_mean": 0.07159423828125, "offset_norm_std": 0.00913238525390625, "offset_norm_per_vertex": [ 0.0694580078125, 0.087158203125, 0.0711669921875, 0.06610107421875, 0.0640869140625 ], "template_norm_mean": 0.6328125, "deformed_norm_mean": 0.6337890625, "vertex_dist_mean": 1.001953125, "vertex_dist_std": 0.005413055419921875, "vertex_dist_min": 0.99462890625, "vertex_dist_max": 1.009765625, "to_coords_norm": 3.240234375, "to_v_norm": 15.9375, "to_out_norm": 15.921875, "vertex_proj_norm": 1.3583984375 }, "layer_2": { "deformation_scale": 0.302734375, "deformation_scale_raw": 0.302734375, "offset_norm_mean": 0.09368896484375, "offset_norm_std": 0.022216796875, "offset_norm_per_vertex": [ 0.08831787109375, 0.08758544921875, 0.06365966796875, 0.10595703125, 0.1229248046875 ], "template_norm_mean": 0.6328125, "deformed_norm_mean": 0.63720703125, "vertex_dist_mean": 1.0078125, "vertex_dist_std": 0.00714111328125, "vertex_dist_min": 0.99853515625, "vertex_dist_max": 1.017578125, "to_coords_norm": 3.267578125, "to_v_norm": 15.9296875, "to_out_norm": 15.921875, "vertex_proj_norm": 1.36328125 }, "layer_3": { "deformation_scale": 0.30712890625, "deformation_scale_raw": 0.30712890625, "offset_norm_mean": 0.0904541015625, "offset_norm_std": 0.0299530029296875, "offset_norm_per_vertex": [ 0.0723876953125, 0.1297607421875, 0.11212158203125, 0.0819091796875, 0.05615234375 ], "template_norm_mean": 0.6328125, "deformed_norm_mean": 0.6376953125, "vertex_dist_mean": 1.0078125, "vertex_dist_std": 0.01041412353515625, "vertex_dist_min": 0.99560546875, "vertex_dist_max": 1.029296875, "to_coords_norm": 3.267578125, "to_v_norm": 15.9375, "to_out_norm": 15.921875, "vertex_proj_norm": 1.3564453125 } }, "deform_schedule": { "w1_norm": 4.55078125, "w2_norm": 1.15625 }, "total_param_norm": 71.87582763706054, "num_params": 4845725 }, "sweep": { "t_values": [ 0.01, 0.05, 0.1, 0.15, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.95, 0.99 ], "sweep": [ { "t": 0.01, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.388912152033299e-05, "layer_0/deform_scale": 0.3018142580986023, "layer_0/entropy": 4.332621097564697, "layer_1/vol_sq": 5.189866351429373e-05, "layer_1/deform_scale": 0.25255775451660156, "layer_1/entropy": 4.332968235015869, "layer_2/vol_sq": 3.4487758426848814e-08, "layer_2/deform_scale": 0.3248599171638489, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.4581326368556802e-08, "layer_3/deform_scale": 0.34106212854385376, "layer_3/entropy": 4.33279275894165, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.05, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.388979818439111e-05, "layer_0/deform_scale": 0.3015909492969513, "layer_0/entropy": 4.332621097564697, "layer_1/vol_sq": 5.1899234676966444e-05, "layer_1/deform_scale": 0.25231170654296875, "layer_1/entropy": 4.332968235015869, "layer_2/vol_sq": 3.4487726452425704e-08, "layer_2/deform_scale": 0.3248850703239441, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.4575902262947693e-08, "layer_3/deform_scale": 0.3426167368888855, "layer_3/entropy": 4.332792282104492, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.1, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.389067129930481e-05, "layer_0/deform_scale": 0.3012918531894684, "layer_0/entropy": 4.332621097564697, "layer_1/vol_sq": 5.1899958634749055e-05, "layer_1/deform_scale": 0.2519906163215637, "layer_1/entropy": 4.332968235015869, "layer_2/vol_sq": 3.448756302759648e-08, "layer_2/deform_scale": 0.3249262869358063, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.4569177864132143e-08, "layer_3/deform_scale": 0.3445442318916321, "layer_3/entropy": 4.332791805267334, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.15, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.389162444975227e-05, "layer_0/deform_scale": 0.3009709119796753, "layer_0/entropy": 4.332621097564697, "layer_1/vol_sq": 5.190072624827735e-05, "layer_1/deform_scale": 0.251654714345932, "layer_1/entropy": 4.332968235015869, "layer_2/vol_sq": 3.448723262522435e-08, "layer_2/deform_scale": 0.3249782621860504, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.4562488104274962e-08, "layer_3/deform_scale": 0.3464541435241699, "layer_3/entropy": 4.332791805267334, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682977676391602, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.2, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.389264308381826e-05, "layer_0/deform_scale": 0.3006282150745392, "layer_0/entropy": 4.332621097564697, "layer_1/vol_sq": 5.190153751755133e-05, "layer_1/deform_scale": 0.2513042986392975, "layer_1/entropy": 4.332968235015869, "layer_2/vol_sq": 3.448693419727533e-08, "layer_2/deform_scale": 0.3250407576560974, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.4555929794823896e-08, "layer_3/deform_scale": 0.3483467698097229, "layer_3/entropy": 4.332791328430176, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.3, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.389488407876343e-05, "layer_0/deform_scale": 0.29987844824790955, "layer_0/entropy": 4.332621097564697, "layer_1/vol_sq": 5.190322917769663e-05, "layer_1/deform_scale": 0.2505611479282379, "layer_1/entropy": 4.332968235015869, "layer_2/vol_sq": 3.448614904755232e-08, "layer_2/deform_scale": 0.3251968026161194, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.4542925086402647e-08, "layer_3/deform_scale": 0.35208025574684143, "layer_3/entropy": 4.332790851593018, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.4, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.389735790435225e-05, "layer_0/deform_scale": 0.2990446388721466, "layer_0/entropy": 4.3326215744018555, "layer_1/vol_sq": 5.190504089114256e-05, "layer_1/deform_scale": 0.24976366758346558, "layer_1/entropy": 4.332968235015869, "layer_2/vol_sq": 3.4485143629581216e-08, "layer_2/deform_scale": 0.3253932595252991, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.4530244563104588e-08, "layer_3/deform_scale": 0.355745404958725, "layer_3/entropy": 4.332790374755859, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.5, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.390007911249995e-05, "layer_0/deform_scale": 0.29812923073768616, "layer_0/entropy": 4.3326215744018555, "layer_1/vol_sq": 5.190698357182555e-05, "layer_1/deform_scale": 0.2489147037267685, "layer_1/entropy": 4.332968235015869, "layer_2/vol_sq": 3.448388596893892e-08, "layer_2/deform_scale": 0.32562926411628723, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.4517782531697776e-08, "layer_3/deform_scale": 0.3593425154685974, "layer_3/entropy": 4.332789897918701, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.6, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.390304770320654e-05, "layer_0/deform_scale": 0.29713502526283264, "layer_0/entropy": 4.3326215744018555, "layer_1/vol_sq": 5.1909039029851556e-05, "layer_1/deform_scale": 0.24801737070083618, "layer_1/entropy": 4.332968235015869, "layer_2/vol_sq": 3.4482575017591444e-08, "layer_2/deform_scale": 0.32590407133102417, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.4505587841995293e-08, "layer_3/deform_scale": 0.3628716766834259, "layer_3/entropy": 4.332788944244385, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.7, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.390621274476871e-05, "layer_0/deform_scale": 0.2960653007030487, "layer_0/entropy": 4.3326215744018555, "layer_1/vol_sq": 5.191118179936893e-05, "layer_1/deform_scale": 0.2470749318599701, "layer_1/entropy": 4.332968235015869, "layer_2/vol_sq": 3.448098695457702e-08, "layer_2/deform_scale": 0.3262171447277069, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.4493620525968254e-08, "layer_3/deform_scale": 0.3663327693939209, "layer_3/entropy": 4.332788467407227, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.8, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.390961061697453e-05, "layer_0/deform_scale": 0.29492369294166565, "layer_0/entropy": 4.3326215744018555, "layer_1/vol_sq": 5.191342643229291e-05, "layer_1/deform_scale": 0.24609088897705078, "layer_1/entropy": 4.332968235015869, "layer_2/vol_sq": 3.447917151788715e-08, "layer_2/deform_scale": 0.3265680968761444, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.4481977395064405e-08, "layer_3/deform_scale": 0.3697251081466675, "layer_3/entropy": 4.33278751373291, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.9, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.391319038812071e-05, "layer_0/deform_scale": 0.2937142252922058, "layer_0/entropy": 4.3326215744018555, "layer_1/vol_sq": 5.191576201468706e-05, "layer_1/deform_scale": 0.24506887793540955, "layer_1/entropy": 4.332968711853027, "layer_2/vol_sq": 3.447726015792796e-08, "layer_2/deform_scale": 0.32695671916007996, "layer_2/entropy": 4.331231594085693, "layer_3/vol_sq": 1.447055986147916e-08, "layer_3/deform_scale": 0.37304776906967163, "layer_3/entropy": 4.332787036895752, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.95, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.39150821371004e-05, "layer_0/deform_scale": 0.29308539628982544, "layer_0/entropy": 4.3326215744018555, "layer_1/vol_sq": 5.1916969823651016e-05, "layer_1/deform_scale": 0.2445448338985443, "layer_1/entropy": 4.3329691886901855, "layer_2/vol_sq": 3.447618723839696e-08, "layer_2/deform_scale": 0.3271650969982147, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.4464953679294013e-08, "layer_3/deform_scale": 0.37468263506889343, "layer_3/entropy": 4.332786560058594, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 }, { "t": 0.99, "blend": 0.4855920076370239, "layer_0/vol_sq": 6.391659553628415e-05, "layer_0/deform_scale": 0.2925713062286377, "layer_0/entropy": 4.3326215744018555, "layer_1/vol_sq": 5.19179375260137e-05, "layer_1/deform_scale": 0.24411973357200623, "layer_1/entropy": 4.332968711853027, "layer_2/vol_sq": 3.4475309718118297e-08, "layer_2/deform_scale": 0.32733845710754395, "layer_2/entropy": 4.331232070922852, "layer_3/vol_sq": 1.446057851239857e-08, "layer_3/deform_scale": 0.37597760558128357, "layer_3/entropy": 4.332786560058594, "layer_0/vertex_max_weight": 0.5252805352210999, "layer_1/vertex_max_weight": 0.5884101390838623, "layer_2/vertex_max_weight": 0.6682978272438049, "layer_3/vertex_max_weight": 0.7721853852272034 } ] }, "complexity": { "simple": { "prompts": [ "a cat", "a red ball", "a wooden chair", "a glass vase" ], "layer_0/entropy": 4.3389973640441895, "layer_0/vol_sq": 0.00019421856268309057, "layer_0/vw_entropy": 1.3559976816177368, "layer_1/entropy": 4.339349269866943, "layer_1/vol_sq": 9.111803956329823e-05, "layer_1/vw_entropy": 1.170018196105957, "layer_2/entropy": 4.337711334228516, "layer_2/vol_sq": 2.032081738434499e-07, "layer_2/vw_entropy": 1.0991953611373901, "layer_3/entropy": 4.338709354400635, "layer_3/vol_sq": 1.0765437252757692e-07, "layer_3/vw_entropy": 0.7459430694580078 }, "spatial": { "prompts": [ "a cup on top of a book", "a cat beside a vase", "shoes next to an umbrella", "a ball inside a bowl" ], "layer_0/entropy": 4.335590362548828, "layer_0/vol_sq": 5.269703979138285e-05, "layer_0/vw_entropy": 1.2748428583145142, "layer_1/entropy": 4.336363315582275, "layer_1/vol_sq": 0.00012235183385200799, "layer_1/vw_entropy": 1.06654691696167, "layer_2/entropy": 4.3341965675354, "layer_2/vol_sq": 7.7403547038557e-06, "layer_2/vw_entropy": 0.8707945942878723, "layer_3/entropy": 4.3356547355651855, "layer_3/vol_sq": 2.256745801787474e-06, "layer_3/vw_entropy": 0.8444346785545349 }, "complex": { "prompts": [ "a red apple behind a green bottle on a wooden table", "a key inside a shoe next to the front door", "three candles arranged in a triangle on a tray", "a hat resting on a basketball beside a bookshelf" ], "layer_0/entropy": 4.331214904785156, "layer_0/vol_sq": 3.317326991236769e-05, "layer_0/vw_entropy": 1.3530787229537964, "layer_1/entropy": 4.332188129425049, "layer_1/vol_sq": 4.5507880713557824e-05, "layer_1/vw_entropy": 1.229042887687683, "layer_2/entropy": 4.33035135269165, "layer_2/vol_sq": 2.761497910341859e-07, "layer_2/vw_entropy": 1.1478188037872314, "layer_3/entropy": 4.332149505615234, "layer_3/vol_sq": 8.342885280399059e-07, "layer_3/vw_entropy": 0.8674954771995544 } }, "comparison": { "trained": { "layer_0/entropy_mean": 4.333982944488525, "layer_0/vol_sq_mean": 9.044707985594869e-05, "layer_0/vertex_weight_entropy": 1.169564127922058, "layer_1/entropy_mean": 4.334057331085205, "layer_1/vol_sq_mean": 7.859233301132917e-05, "layer_1/vertex_weight_entropy": 1.1689777374267578, "layer_2/entropy_mean": 4.332335948944092, "layer_2/vol_sq_mean": 6.52222595931562e-08, "layer_2/vertex_weight_entropy": 0.9561454653739929, "layer_3/entropy_mean": 4.333410739898682, "layer_3/vol_sq_mean": 2.491284689654094e-08, "layer_3/vertex_weight_entropy": 0.6620326638221741, "blend": 0.4855920076370239, "layer_0/deform_scale": 0.283935546875, "layer_1/deform_scale": 0.264404296875, "layer_2/deform_scale": 0.302734375, "layer_3/deform_scale": 0.30712890625 }, "fresh": { "layer_0/entropy_mean": 4.341363430023193, "layer_0/vol_sq_mean": 0.0017904586857184768, "layer_0/vertex_weight_entropy": 1.5124645233154297, "layer_1/entropy_mean": 4.341745376586914, "layer_1/vol_sq_mean": 0.0010945621179416776, "layer_1/vertex_weight_entropy": 1.5395774841308594, "layer_2/entropy_mean": 4.341850757598877, "layer_2/vol_sq_mean": 0.001532041234895587, "layer_2/vertex_weight_entropy": 1.4943342208862305, "layer_3/entropy_mean": 4.342158317565918, "layer_3/vol_sq_mean": 0.0007836546283215284, "layer_3/vertex_weight_entropy": 1.5296329259872437, "blend": 0.5, "layer_0/deform_scale": 0.25, "layer_1/deform_scale": 0.25, "layer_2/deform_scale": 0.25, "layer_3/deform_scale": 0.25 }, "delta": { "layer_0/entropy_mean": -0.007380485534667969, "layer_0/vol_sq_mean": -0.001700011605862528, "layer_0/vertex_weight_entropy": -0.3429003953933716, "layer_1/entropy_mean": -0.007688045501708984, "layer_1/vol_sq_mean": -0.0010159697849303484, "layer_1/vertex_weight_entropy": -0.37059974670410156, "layer_2/entropy_mean": -0.009514808654785156, "layer_2/vol_sq_mean": -0.0015319760126359938, "layer_2/vertex_weight_entropy": -0.5381887555122375, "layer_3/entropy_mean": -0.008747577667236328, "layer_3/vol_sq_mean": -0.0007836297154746319, "layer_3/vertex_weight_entropy": -0.8676002621650696, "blend": -0.014407992362976074, "layer_0/deform_scale": 0.033935546875, "layer_1/deform_scale": 0.014404296875, "layer_2/deform_scale": 0.052734375, "layer_3/deform_scale": 0.05712890625 } } }