{ "weights": { "blend_logit": -0.003406787058338523, "blend_beta": 0.49914827942848206, "layers": { "layer_0": { "deformation_scale": 0.26759326457977295, "deformation_scale_raw": 0.26759326457977295, "offset_norm_mean": 0.07130570709705353, "offset_norm_std": 0.006852306891232729, "offset_norm_per_vertex": [ 0.06619136780500412, 0.06749893724918365, 0.0811796486377716, 0.07579010725021362, 0.06586843729019165 ], "template_norm_mean": 0.6327155232429504, "deformed_norm_mean": 0.6323731541633606, "vertex_dist_mean": 0.9997076988220215, "vertex_dist_std": 0.005243539810180664, "vertex_dist_min": 0.9918784499168396, "vertex_dist_max": 1.0071179866790771, "to_coords_norm": 3.301692008972168, "to_v_norm": 16.285850524902344, "to_out_norm": 16.171972274780273, "vertex_proj_norm": 1.3459259271621704 }, "layer_1": { "deformation_scale": 0.27155178785324097, "deformation_scale_raw": 0.27155178785324097, "offset_norm_mean": 0.07340390980243683, "offset_norm_std": 0.011506724171340466, "offset_norm_per_vertex": [ 0.05388985201716423, 0.07504282891750336, 0.08450078219175339, 0.07668937742710114, 0.07689668983221054 ], "template_norm_mean": 0.6327155232429504, "deformed_norm_mean": 0.637485682964325, "vertex_dist_mean": 1.0078245401382446, "vertex_dist_std": 0.0047409976832568645, "vertex_dist_min": 0.9991307854652405, "vertex_dist_max": 1.013932228088379, "to_coords_norm": 3.2839009761810303, "to_v_norm": 16.14153480529785, "to_out_norm": 16.111804962158203, "vertex_proj_norm": 1.3661320209503174 }, "layer_2": { "deformation_scale": 0.29568368196487427, "deformation_scale_raw": 0.29568368196487427, "offset_norm_mean": 0.07933986186981201, "offset_norm_std": 0.02296295017004013, "offset_norm_per_vertex": [ 0.08175762742757797, 0.05662347003817558, 0.06778151541948318, 0.1170201301574707, 0.07351657748222351 ], "template_norm_mean": 0.6327155232429504, "deformed_norm_mean": 0.6377448439598083, "vertex_dist_mean": 1.0082306861877441, "vertex_dist_std": 0.007387799210846424, "vertex_dist_min": 0.9999627470970154, "vertex_dist_max": 1.0226612091064453, "to_coords_norm": 3.2820658683776855, "to_v_norm": 16.143850326538086, "to_out_norm": 16.131519317626953, "vertex_proj_norm": 1.4018332958221436 }, "layer_3": { "deformation_scale": 0.2598603069782257, "deformation_scale_raw": 0.2598603069782257, "offset_norm_mean": 0.06756984442472458, "offset_norm_std": 0.01124989241361618, "offset_norm_per_vertex": [ 0.07050328701734543, 0.07676248997449875, 0.051686644554138184, 0.07821755111217499, 0.06067921593785286 ], "template_norm_mean": 0.6327155232429504, "deformed_norm_mean": 0.6327990889549255, "vertex_dist_mean": 1.0004488229751587, "vertex_dist_std": 0.0031609716825187206, "vertex_dist_min": 0.9947454333305359, "vertex_dist_max": 1.0050055980682373, "to_coords_norm": 3.289860963821411, "to_v_norm": 16.157901763916016, "to_out_norm": 16.13463592529297, "vertex_proj_norm": 1.3056217432022095 } }, "deform_schedule": { "w1_norm": 4.767505168914795, "w2_norm": 1.1166400909423828 }, "total_param_norm": 72.45141314582074, "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": 0.49914827942848206, "layer_0/vol_sq": 0.0008203978068195283, "layer_0/deform_scale": 0.2596684694290161, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.002173137851059437, "layer_1/deform_scale": 0.29243728518486023, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012592013226822019, "layer_2/deform_scale": 0.31659597158432007, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.00026789132971316576, "layer_3/deform_scale": 0.24187223613262177, "layer_3/entropy": 4.342223167419434, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165979862213135, "layer_2/vertex_max_weight": 0.38670897483825684, "layer_3/vertex_max_weight": 0.31138280034065247 }, { "t": 0.05, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008203882025554776, "layer_0/deform_scale": 0.2600996196269989, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.0021731266751885414, "layer_1/deform_scale": 0.29311248660087585, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012592007406055927, "layer_2/deform_scale": 0.3167163133621216, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.0002678915625438094, "layer_3/deform_scale": 0.24253392219543457, "layer_3/entropy": 4.342223167419434, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165979862213135, "layer_2/vertex_max_weight": 0.38670897483825684, "layer_3/vertex_max_weight": 0.31138280034065247 }, { "t": 0.1, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008203765610232949, "layer_0/deform_scale": 0.2606203854084015, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.002173113636672497, "layer_1/deform_scale": 0.2939087152481079, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012591994600370526, "layer_2/deform_scale": 0.31688258051872253, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.00026789179537445307, "layer_3/deform_scale": 0.24333243072032928, "layer_3/entropy": 4.342223167419434, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165979862213135, "layer_2/vertex_max_weight": 0.3867090046405792, "layer_3/vertex_max_weight": 0.31138280034065247 }, { "t": 0.15, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008203653269447386, "layer_0/deform_scale": 0.26112100481987, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.0021730998996645212, "layer_1/deform_scale": 0.2946516275405884, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012591979466378689, "layer_2/deform_scale": 0.3170664310455322, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.00026789208641275764, "layer_3/deform_scale": 0.2440986931324005, "layer_3/entropy": 4.342222690582275, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165979862213135, "layer_2/vertex_max_weight": 0.38670897483825684, "layer_3/vertex_max_weight": 0.31138280034065247 }, { "t": 0.2, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008203542674891651, "layer_0/deform_scale": 0.26160144805908203, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.002173088723793626, "layer_1/deform_scale": 0.2953411340713501, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012591968988999724, "layer_2/deform_scale": 0.31726786494255066, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.0002678923774510622, "layer_3/deform_scale": 0.24483241140842438, "layer_3/entropy": 4.342223167419434, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165979862213135, "layer_2/vertex_max_weight": 0.3867090046405792, "layer_3/vertex_max_weight": 0.31138280034065247 }, { "t": 0.3, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008203342440538108, "layer_0/deform_scale": 0.2625020444393158, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.002173067769035697, "layer_1/deform_scale": 0.2965598404407501, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012591939885169268, "layer_2/deform_scale": 0.31772348284721375, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.00026789281400851905, "layer_3/deform_scale": 0.24620109796524048, "layer_3/entropy": 4.342223167419434, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165979862213135, "layer_2/vertex_max_weight": 0.3867090046405792, "layer_3/vertex_max_weight": 0.31138280034065247 }, { "t": 0.4, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008203161414712667, "layer_0/deform_scale": 0.2633231580257416, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.0021730507723987103, "layer_1/deform_scale": 0.2975650727748871, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012591906124725938, "layer_2/deform_scale": 0.3182491958141327, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.0002678933087736368, "layer_3/deform_scale": 0.24743710458278656, "layer_3/entropy": 4.342223167419434, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165979862213135, "layer_2/vertex_max_weight": 0.3867090046405792, "layer_3/vertex_max_weight": 0.3113827705383301 }, { "t": 0.5, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008202990866266191, "layer_0/deform_scale": 0.2640661597251892, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.002173037501052022, "layer_1/deform_scale": 0.2983582317829132, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012591867707669735, "layer_2/deform_scale": 0.318844735622406, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.00026789368712343276, "layer_3/deform_scale": 0.2485400289297104, "layer_3/entropy": 4.342223167419434, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165979862213135, "layer_2/vertex_max_weight": 0.3867090046405792, "layer_3/vertex_max_weight": 0.31138280034065247 }, { "t": 0.6, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008202843018807471, "layer_0/deform_scale": 0.2647329270839691, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.002173027256503701, "layer_1/deform_scale": 0.2989414930343628, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012591821141541004, "layer_2/deform_scale": 0.3195096552371979, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.0002678939781617373, "layer_3/deform_scale": 0.24951036274433136, "layer_3/entropy": 4.342223167419434, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165976881980896, "layer_2/vertex_max_weight": 0.3867090046405792, "layer_3/vertex_max_weight": 0.31138280034065247 }, { "t": 0.7, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008202711469493806, "layer_0/deform_scale": 0.2653258144855499, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.0021730202715843916, "layer_1/deform_scale": 0.2993179261684418, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012591774575412273, "layer_2/deform_scale": 0.3202434480190277, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.0002678942692000419, "layer_3/deform_scale": 0.2503495216369629, "layer_3/entropy": 4.342222690582275, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165976881980896, "layer_2/vertex_max_weight": 0.3867090046405792, "layer_3/vertex_max_weight": 0.31138280034065247 }, { "t": 0.8, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008202591561712325, "layer_0/deform_scale": 0.26584765315055847, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.0021730177104473114, "layer_1/deform_scale": 0.2994912266731262, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012591721024364233, "layer_2/deform_scale": 0.32104527950286865, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.000267894531134516, "layer_3/deform_scale": 0.2510596811771393, "layer_3/entropy": 4.342223167419434, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165979862213135, "layer_2/vertex_max_weight": 0.3867090046405792, "layer_3/vertex_max_weight": 0.3113827407360077 }, { "t": 0.9, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008202491444535553, "layer_0/deform_scale": 0.26630154252052307, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.0021730181761085987, "layer_1/deform_scale": 0.2994658648967743, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012591665145009756, "layer_2/deform_scale": 0.3219142556190491, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.00026789476396515965, "layer_3/deform_scale": 0.2516438364982605, "layer_3/entropy": 4.342223167419434, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165976881980896, "layer_2/vertex_max_weight": 0.3867090046405792, "layer_3/vertex_max_weight": 0.3113827407360077 }, { "t": 0.95, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008202444878406823, "layer_0/deform_scale": 0.26650407910346985, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.0021730195730924606, "layer_1/deform_scale": 0.29938021302223206, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.0012591637205332518, "layer_2/deform_scale": 0.32237350940704346, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.0002678949385881424, "layer_3/deform_scale": 0.25188973546028137, "layer_3/entropy": 4.342222690582275, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165976881980896, "layer_2/vertex_max_weight": 0.3867090046405792, "layer_3/vertex_max_weight": 0.3113827705383301 }, { "t": 0.99, "blend": 0.49914827942848206, "layer_0/vol_sq": 0.0008202412282116711, "layer_0/deform_scale": 0.2666548788547516, "layer_0/entropy": 4.3413190841674805, "layer_1/vol_sq": 0.002173021202906966, "layer_1/deform_scale": 0.29927727580070496, "layer_1/entropy": 4.3409881591796875, "layer_2/vol_sq": 0.001259161508642137, "layer_2/deform_scale": 0.3227526843547821, "layer_2/entropy": 4.34109354019165, "layer_3/vol_sq": 0.0002678949385881424, "layer_3/deform_scale": 0.2520647346973419, "layer_3/entropy": 4.342222690582275, "layer_0/vertex_max_weight": 0.3276296854019165, "layer_1/vertex_max_weight": 0.45165976881980896, "layer_2/vertex_max_weight": 0.3867090046405792, "layer_3/vertex_max_weight": 0.31138280034065247 } ] }, "complexity": { "simple": { "prompts": [ "a cat", "a red ball", "a wooden chair", "a glass vase" ], "layer_0/entropy": 4.342846393585205, "layer_0/vol_sq": 0.0009344357531517744, "layer_0/vw_entropy": 1.4304701089859009, "layer_1/entropy": 4.341946125030518, "layer_1/vol_sq": 0.001633136416785419, "layer_1/vw_entropy": 1.2879770994186401, "layer_2/entropy": 4.342397689819336, "layer_2/vol_sq": 0.0007072059670463204, "layer_2/vw_entropy": 1.2448625564575195, "layer_3/entropy": 4.342921733856201, "layer_3/vol_sq": 0.00020223279716446996, "layer_3/vw_entropy": 1.4664719104766846 }, "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": 4.341677188873291, "layer_0/vol_sq": 0.0007188635063357651, "layer_0/vw_entropy": 1.4877420663833618, "layer_1/entropy": 4.341536045074463, "layer_1/vol_sq": 0.0014052444603294134, "layer_1/vw_entropy": 1.3375369310379028, "layer_2/entropy": 4.341916561126709, "layer_2/vol_sq": 0.0008484984282404184, "layer_2/vw_entropy": 1.3688198328018188, "layer_3/entropy": 4.342854976654053, "layer_3/vol_sq": 9.882151789497584e-05, "layer_3/vw_entropy": 1.5068339109420776 }, "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": 4.341387748718262, "layer_0/vol_sq": 0.0006284394767135382, "layer_0/vw_entropy": 1.4661874771118164, "layer_1/entropy": 4.34122371673584, "layer_1/vol_sq": 0.00194960564840585, "layer_1/vw_entropy": 1.389923095703125, "layer_2/entropy": 4.341964244842529, "layer_2/vol_sq": 0.0008173719397746027, "layer_2/vw_entropy": 1.4313139915466309, "layer_3/entropy": 4.341980934143066, "layer_3/vol_sq": 0.0003632519510574639, "layer_3/vw_entropy": 1.5069974660873413 } }, "comparison": { "trained": { "layer_0/entropy_mean": 4.341800689697266, "layer_0/vol_sq_mean": 0.0006254942854866385, "layer_0/vertex_weight_entropy": 1.5362229347229004, "layer_1/entropy_mean": 4.341152667999268, "layer_1/vol_sq_mean": 0.002624573651701212, "layer_1/vertex_weight_entropy": 1.3297544717788696, "layer_2/entropy_mean": 4.341699600219727, "layer_2/vol_sq_mean": 0.001093046274036169, "layer_2/vertex_weight_entropy": 1.42314875125885, "layer_3/entropy_mean": 4.342309951782227, "layer_3/vol_sq_mean": 0.00027929057250730693, "layer_3/vertex_weight_entropy": 1.5525033473968506, "blend": 0.49914827942848206, "layer_0/deform_scale": 0.26759326457977295, "layer_1/deform_scale": 0.27155178785324097, "layer_2/deform_scale": 0.29568368196487427, "layer_3/deform_scale": 0.2598603069782257 }, "fresh": { "layer_0/entropy_mean": 4.3408331871032715, "layer_0/vol_sq_mean": 0.002112911082804203, "layer_0/vertex_weight_entropy": 1.510568380355835, "layer_1/entropy_mean": 4.341457843780518, "layer_1/vol_sq_mean": 0.002226536860689521, "layer_1/vertex_weight_entropy": 1.5373061895370483, "layer_2/entropy_mean": 4.3417792320251465, "layer_2/vol_sq_mean": 0.001612660475075245, "layer_2/vertex_weight_entropy": 1.5257841348648071, "layer_3/entropy_mean": 4.341654300689697, "layer_3/vol_sq_mean": 0.0013983650133013725, "layer_3/vertex_weight_entropy": 1.5603179931640625, "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": 0.0009675025939941406, "layer_0/vol_sq_mean": -0.0014874167973175645, "layer_0/vertex_weight_entropy": 0.02565455436706543, "layer_1/entropy_mean": -0.00030517578125, "layer_1/vol_sq_mean": 0.0003980367910116911, "layer_1/vertex_weight_entropy": -0.2075517177581787, "layer_2/entropy_mean": -7.963180541992188e-05, "layer_2/vol_sq_mean": -0.0005196142010390759, "layer_2/vertex_weight_entropy": -0.10263538360595703, "layer_3/entropy_mean": 0.0006556510925292969, "layer_3/vol_sq_mean": -0.0011190744407940656, "layer_3/vertex_weight_entropy": -0.007814645767211914, "blend": -0.0008517205715179443, "layer_0/deform_scale": 0.01759326457977295, "layer_1/deform_scale": 0.021551787853240967, "layer_2/deform_scale": 0.04568368196487427, "layer_3/deform_scale": 0.009860306978225708 } } }