[{"category": "age", "category_class": "seniors", "speaker_id": 69, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.07660981267690659, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.5112431645393372, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.051188189536333084, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.05119756609201431, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 78.23388671875, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 78.37244415283203, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 78.47821044921875, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 78.51676940917969, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 52.40176773071289, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 52.4093017578125, "wav2vec2.feature_projection.layer_norm.weight": 0.05118963122367859, "wav2vec2.feature_projection.layer_norm.bias": 0.051194027066230774, "wav2vec2.feature_projection.projection.weight": 39.25486755371094, "wav2vec2.feature_projection.projection.bias": 0.07669702172279358, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.07670437544584274, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.012795820832252502, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 455.453125, "wav2vec2.encoder.layer_norm.weight": 0.07678532600402832, "wav2vec2.encoder.layer_norm.bias": 0.0767844021320343, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 58.50029754638672, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 6.973245035624132e-05, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 58.78575134277344, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.07673969864845276, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 58.5380973815918, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.07656951248645782, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 58.82320785522461, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.07678331434726715, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.07678823173046112, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.07678626477718353, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 234.03604125976562, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.3063250780105591, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 234.06219482421875, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.07675646990537643, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.07678413391113281, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.07679433375597, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 58.48695373535156, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00014550304331351072, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 58.80219650268555, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.07679321616888046, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 58.500465393066406, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.07670430094003677, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 58.82276916503906, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.07677260786294937, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.07677454501390457, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.07678813487291336, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 230.72586059570312, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.30211561918258667, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 230.55191040039062, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.07678179442882538, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.076780766248703, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.0767911896109581, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 58.45051574707031, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00010870559344766662, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 58.793357849121094, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.07679416239261627, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 58.44483184814453, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.0766913890838623, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 58.813438415527344, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.07679010182619095, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.07678934186697006, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.0767921432852745, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 232.7563018798828, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.30455923080444336, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 232.84512329101562, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.07678206264972687, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.07679048925638199, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.07679449021816254, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 58.54987335205078, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00016977201448753476, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 58.80514907836914, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.07679433375597, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 58.517662048339844, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.07668261975049973, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 58.820960998535156, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.07677707076072693, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.07677760720252991, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.07678650319576263, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 233.824462890625, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.3056337833404541, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 233.8519744873047, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.07669618725776672, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.07678619027137756, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.07679153978824615, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 58.60086441040039, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00021815186482854187, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 58.834808349609375, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.0767933651804924, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 58.566314697265625, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.07665310055017471, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 58.84239959716797, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.0767892375588417, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.0767228901386261, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.07679319381713867, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 234.29884338378906, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.3063967227935791, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 234.3199462890625, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.07678946852684021, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.07677899301052094, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.07679653912782669, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 58.598514556884766, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00017921380640473217, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 58.83305358886719, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.07679355889558792, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 58.59022521972656, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.07669761031866074, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 58.84601974487305, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.07678336650133133, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.07678405195474625, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.07679089158773422, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 233.79885864257812, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.3059329688549042, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 233.20709228515625, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.0767865777015686, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.07678672671318054, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.07679571956396103, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 58.61600112915039, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00020233035320416093, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 58.84253692626953, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.076795294880867, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 58.62284469604492, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.0767272412776947, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 58.863250732421875, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.07679052650928497, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.07678811252117157, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.07678934931755066, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 230.03533935546875, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.30306723713874817, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 226.98626708984375, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.07679060101509094, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.07679206132888794, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.07679767906665802, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 58.70704650878906, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00022437874577008188, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 58.87464904785156, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.07679466158151627, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 58.69541931152344, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.07669240236282349, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 58.88787078857422, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.07669246196746826, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.07678666710853577, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.07679207623004913, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 230.38473510742188, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.3035605549812317, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 226.56597900390625, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.07678467035293579, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.07678872346878052, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.07679522037506104, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 58.66769027709961, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00025018752785399556, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 58.854000091552734, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.07678602635860443, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 58.648338317871094, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.07675498723983765, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 58.8571662902832, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.07678894698619843, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.07678632438182831, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.07678743451833725, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 233.6198272705078, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.30611199140548706, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 232.9273681640625, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.07678395509719849, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.07677796483039856, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.07679754495620728, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 58.52988052368164, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00019452784908935428, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 58.81744384765625, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.07678543031215668, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 58.51564407348633, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.07672522962093353, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 58.819740295410156, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.07678019255399704, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.07678698003292084, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.07678884267807007, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 234.39535522460938, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.3068310618400574, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 234.87103271484375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.07678599655628204, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.0767894834280014, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.07679770886898041, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 58.65991973876953, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.00036958232522010803, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 58.84855270385742, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.07673610001802444, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 58.600669860839844, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.07670816779136658, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 58.83625793457031, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.07677482068538666, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.07678967714309692, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.07679474353790283, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 233.82745361328125, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.3064507842063904, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 234.5846710205078, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.07676610350608826, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.07679148018360138, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.07679574191570282, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 58.58506774902344, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.002245732117444277, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 58.83387756347656, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.07678769528865814, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 54.88363265991211, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.07427993416786194, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 58.848289489746094, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.07677775621414185, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.07677915692329407, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.07679316401481628, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 232.97802734375, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.3063550591468811, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 233.73626708984375, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.07674384117126465, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.07679090648889542, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.07679525762796402, "lm_head.weight": 2.1883602142333984, "lm_head.bias": 0.0029907729476690292}, "total_model_change": 9324.73392859842}, {"category": "age", "category_class": "seniors", "speaker_id": 456, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.07463134825229645, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.5538048148155212, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.04991530627012253, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.054600976407527924, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 80.37709045410156, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 79.48985290527344, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 78.89974975585938, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 79.28438568115234, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 54.282203674316406, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 54.35838317871094, "wav2vec2.feature_projection.layer_norm.weight": 0.05201879143714905, "wav2vec2.feature_projection.layer_norm.bias": 0.05499858409166336, "wav2vec2.feature_projection.projection.weight": 39.210880279541016, "wav2vec2.feature_projection.projection.bias": 0.07882831245660782, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.0796457976102829, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.012450739741325378, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 464.56231689453125, "wav2vec2.encoder.layer_norm.weight": 0.07379250228404999, "wav2vec2.encoder.layer_norm.bias": 0.07780216634273529, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 58.55711364746094, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 8.057960076257586e-05, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 58.468605041503906, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.0750465914607048, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 58.81660842895508, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.07772060483694077, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 58.695884704589844, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.0768052190542221, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.07499411702156067, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.079595647752285, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 236.3543701171875, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.32249075174331665, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 237.1856689453125, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.0762825757265091, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.07758667320013046, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.07459843158721924, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 58.526206970214844, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0001641279086470604, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 59.18035125732422, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.07999713718891144, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 58.65190124511719, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.07757936418056488, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 59.01417922973633, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.0784066766500473, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.07679519057273865, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.07717763632535934, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 234.72470092773438, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.3170008659362793, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 241.35992431640625, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.08321438729763031, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.08280587196350098, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.08200095593929291, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 59.06888198852539, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00012039839202770963, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 60.24979019165039, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.08760221302509308, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 58.662384033203125, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.07875777781009674, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 59.1336784362793, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.08125728368759155, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.07699314504861832, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.08279328793287277, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 237.1568603515625, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.32009607553482056, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 235.60665893554688, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.0778040811419487, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.07999904453754425, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.07840251922607422, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 58.9313850402832, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0001886810059659183, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 59.351593017578125, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.077801913022995, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 59.1521110534668, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.08043193817138672, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 59.31769561767578, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.07679081708192825, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.07478867471218109, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.07699249684810638, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 236.36834716796875, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.30851101875305176, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 234.70077514648438, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.0767086073756218, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.07580314576625824, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.0760050043463707, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 59.114933013916016, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0002491453487891704, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 59.24470138549805, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.07798615843057632, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 58.793251037597656, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.07596976310014725, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 59.39882278442383, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.08279407024383545, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.08405163884162903, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.0827900841832161, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 236.64212036132812, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.3090165853500366, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 249.08792114257812, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.08719196170568466, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.08519153296947479, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.08640021830797195, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 59.663604736328125, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00020629922801163048, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 60.41600036621094, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.08299553394317627, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 59.23851776123047, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.08357059955596924, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 60.308197021484375, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.08439689129590988, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.08078868687152863, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.08599798381328583, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 246.16534423828125, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.3307623863220215, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 258.5155334472656, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.09100370109081268, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.08582988381385803, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.09459387511014938, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 59.56703186035156, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00022562452068086714, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 61.33881378173828, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.08599996566772461, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 59.249595642089844, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.08555474877357483, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 61.5546760559082, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.09259408712387085, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.08199860155582428, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.09479320794343948, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 243.06484985351562, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.32148146629333496, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 257.3701171875, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.10419917106628418, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.08995921909809113, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.10439880937337875, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 60.921112060546875, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0002619523729663342, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 62.969600677490234, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.09979701042175293, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 59.93002700805664, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.08450434356927872, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 63.66496276855469, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.1050938069820404, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.08536659926176071, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.10380205512046814, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 244.7138671875, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.3271409273147583, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 260.51708984375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.10480378568172455, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.08779498934745789, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.10660335421562195, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 60.72357177734375, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00029067310970276594, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 63.98352813720703, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.09920255839824677, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 59.58399963378906, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.07948037981987, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 63.83281707763672, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.09979674220085144, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.07837623357772827, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.09779804199934006, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 250.31983947753906, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.3373962342739105, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 280.74560546875, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.10999052971601486, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.09518679976463318, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.11562047898769379, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 64.98008728027344, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0003347878227941692, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 68.87028503417969, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.10818786919116974, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 61.957664489746094, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.10541917383670807, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 66.45429229736328, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.10718914866447449, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.08719636499881744, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.10839356482028961, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 259.12725830078125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.36578503251075745, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 306.3677062988281, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.12101040780544281, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.09518592059612274, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.12419883161783218, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 68.93403625488281, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0006038844585418701, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 73.3315658569336, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.11420680582523346, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 63.79439163208008, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.0983978733420372, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 67.82017517089844, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.10561436414718628, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.08639482408761978, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.10879868268966675, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 261.8940734863281, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.3711674213409424, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 284.3631591796875, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.11979757249355316, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.08660105615854263, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.13259859383106232, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 61.37071990966797, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.00478116050362587, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 76.37574768066406, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.12800735235214233, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 61.08423614501953, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.08233121037483215, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 70.46002197265625, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.12939319014549255, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.10698975622653961, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.12879826128482819, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 274.8291015625, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.44906526803970337, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 410.4906005859375, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.14677384495735168, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.12978848814964294, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.1515977680683136, "lm_head.weight": 3.5874030590057373, "lm_head.bias": 0.006016346625983715}, "total_model_change": 10128.55572272122}, {"category": "age", "category_class": "seniors", "speaker_id": 70, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.10743741691112518, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.785337507724762, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.07048653066158295, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.07399755716323853, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 114.26071166992188, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 116.1568832397461, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 116.4560546875, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 114.83460235595703, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 74.77088928222656, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 74.68070220947266, "wav2vec2.feature_projection.layer_norm.weight": 0.07820740342140198, "wav2vec2.feature_projection.layer_norm.bias": 0.06718283891677856, "wav2vec2.feature_projection.projection.weight": 57.93455123901367, "wav2vec2.feature_projection.projection.bias": 0.10187675058841705, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.10749605298042297, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.020374692976474762, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 672.79833984375, "wav2vec2.encoder.layer_norm.weight": 0.1103774830698967, "wav2vec2.encoder.layer_norm.bias": 0.10597866028547287, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 86.68539428710938, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00010486323299119249, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 85.88912963867188, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.10514232516288757, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 87.25244140625, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.11180523782968521, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 86.92892456054688, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.11298331618309021, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.11435921490192413, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.11378447711467743, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 348.7229919433594, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.45169734954833984, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 345.2447204589844, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.11066767573356628, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.11355499923229218, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.1089826226234436, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 86.64189910888672, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00020008100545965135, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 87.9912109375, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.11658637225627899, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 87.25642395019531, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.11140989512205124, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 87.3023681640625, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.1137593537569046, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.11396404355764389, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.11375889182090759, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 341.64215087890625, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.44863441586494446, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 337.4180603027344, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.11037448048591614, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.1144927591085434, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.10879317671060562, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 87.53955078125, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0001501350343460217, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 86.80656433105469, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.11118669807910919, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 87.48974609375, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.10706599056720734, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 87.41035461425781, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.11231625080108643, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.11617866158485413, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.11578306555747986, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 348.12713623046875, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.459670752286911, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 350.551025390625, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.11598920077085495, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.11257621645927429, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.11699731647968292, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 87.95719909667969, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00025607060524635017, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 88.57865142822266, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.11559611558914185, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 88.05104064941406, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.12007340788841248, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 88.39622497558594, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.11597196757793427, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.10995697975158691, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.11438411474227905, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 350.85186767578125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.4610438644886017, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 352.42022705078125, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.11588308215141296, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.11357678472995758, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.11499394476413727, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 87.95581817626953, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00031261463300324976, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 88.65866088867188, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.11457108706235886, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 88.00030517578125, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.10893533378839493, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 88.43034362792969, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.11437270045280457, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.11755552887916565, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.1161796897649765, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 352.395263671875, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.46004176139831543, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 359.09417724609375, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.1197730153799057, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.1213519349694252, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.1195949912071228, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 88.5395278930664, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0002460426476318389, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 89.32776641845703, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.11818651109933853, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 88.08445739746094, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.11577596515417099, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 89.29212951660156, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.11997146904468536, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.11536277085542679, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.12318558245897293, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 357.0101318359375, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.47154098749160767, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 364.83251953125, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.12615683674812317, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.12201321125030518, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.12719017267227173, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 88.24215698242188, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0002522080612834543, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 89.33529663085938, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.11799167096614838, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 87.95401000976562, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.11827923357486725, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 89.85387420654297, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.12632963061332703, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.11937422305345535, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.12598609924316406, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 352.1631774902344, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.46294206380844116, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 362.16766357421875, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.13718752562999725, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.12614570558071136, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.1403946429491043, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 89.01304626464844, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0003040037408936769, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 90.78694152832031, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.12859410047531128, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 88.24723815917969, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.11599459499120712, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 91.08757019042969, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.1354767233133316, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.12115032970905304, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.1335868239402771, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 346.8695068359375, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.4577255845069885, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 353.71514892578125, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.12916971743106842, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.11858777701854706, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.13379555940628052, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 88.04815673828125, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0003124105278402567, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 91.0566635131836, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.12897822260856628, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 87.32330322265625, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.11239457130432129, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 90.5902099609375, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.13116496801376343, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.11415764689445496, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.130784273147583, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 358.6278076171875, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.476963073015213, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 378.515625, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.1355680525302887, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.1289650946855545, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.1404222548007965, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 90.88209533691406, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0003594110021367669, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 95.13723754882812, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.1365872472524643, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 89.63526916503906, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.12643027305603027, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 94.88351440429688, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.14357322454452515, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.12828533351421356, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.14756900072097778, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 378.38665771484375, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.529360294342041, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 449.8485107421875, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.17680101096630096, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.14077526330947876, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.1809971034526825, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 98.64511108398438, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0006605014204978943, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 105.59105682373047, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.16886655986309052, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 93.10514831542969, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.14527815580368042, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 99.19404602050781, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.15557223558425903, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.1285809576511383, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.16499342024326324, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 384.3252258300781, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.5422834753990173, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 413.9104919433594, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.1639680564403534, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.1321827918291092, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.1835808902978897, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 83.96980285644531, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.0052649048157036304, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 113.18551635742188, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.18279707431793213, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 82.41571044921875, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.11423930525779724, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 102.91106414794922, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.18271741271018982, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.1525755375623703, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.17998003959655762, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 404.60308837890625, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.6673147678375244, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 611.4038696289062, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.21952886879444122, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.1886330097913742, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.22819216549396515, "lm_head.weight": 5.272774696350098, "lm_head.bias": 0.009154735133051872}, "total_model_change": 14697.554587243409}, {"category": "age", "category_class": "seniors", "speaker_id": 546, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.10859185457229614, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.7850974202156067, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.06874167919158936, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.07840104401111603, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 115.23212432861328, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 116.92178344726562, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 116.98593139648438, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 115.43293762207031, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 74.56297302246094, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 74.11936950683594, "wav2vec2.feature_projection.layer_norm.weight": 0.07901692390441895, "wav2vec2.feature_projection.layer_norm.bias": 0.06559345126152039, "wav2vec2.feature_projection.projection.weight": 57.94873809814453, "wav2vec2.feature_projection.projection.bias": 0.10061532258987427, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.10824577510356903, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.02242439240217209, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 686.030029296875, "wav2vec2.encoder.layer_norm.weight": 0.1097915917634964, "wav2vec2.encoder.layer_norm.bias": 0.10478705167770386, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 86.66169738769531, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0001212274728459306, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 86.30146026611328, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.10536158084869385, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 87.65039825439453, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.11474981158971786, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 87.65357208251953, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.11760624498128891, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.11178141832351685, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.11179322004318237, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 350.0224304199219, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.45681098103523254, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 348.7843017578125, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.11489780247211456, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.11478720605373383, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.11119568347930908, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 86.7207260131836, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0002175167901441455, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 87.78054809570312, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.11580037325620651, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 87.25666809082031, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.10634113103151321, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 87.4715576171875, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.11500167846679688, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.11397872865200043, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.11836256831884384, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 342.30377197265625, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.4485779106616974, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 337.85504150390625, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.11060924082994461, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.11412619054317474, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.10999959707260132, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 87.43499755859375, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00016263607540167868, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 85.91887664794922, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.10799727588891983, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 87.4600830078125, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.10638992488384247, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 87.19584655761719, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.11131641268730164, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.11358578503131866, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.11239029467105865, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 351.107177734375, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.46239352226257324, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 360.9183654785156, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.12365078181028366, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.10919605940580368, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.1280033141374588, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 87.77596282958984, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00026912300381809473, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 88.26759338378906, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.11339910328388214, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 87.7088623046875, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.11765097081661224, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 87.9128189086914, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.11358244717121124, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.10758256167173386, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.11533618718385696, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 351.0383605957031, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.45568716526031494, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 348.9990234375, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.11313173174858093, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.10860440135002136, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.11199591308832169, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 87.44198608398438, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.000333176925778389, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 87.61646270751953, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.10899797081947327, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 87.51455688476562, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.10653796792030334, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 87.25480651855469, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.10660268366336823, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.10799675434827805, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.10978929698467255, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 349.62908935546875, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.4497062563896179, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 352.3775939941406, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.11099790036678314, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.12017166614532471, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.11159684509038925, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 87.9825439453125, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00027771256281994283, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 88.33448791503906, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.1125955581665039, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 87.9078140258789, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.11157232522964478, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 88.79324340820312, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.11838927865028381, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.1133933737874031, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.12279951572418213, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 355.8702392578125, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.46282559633255005, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 360.71124267578125, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.12275645136833191, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.11982081830501556, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.1247933879494667, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 87.71050262451172, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0002929908223450184, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 88.73448944091797, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.11780030280351639, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 88.01029968261719, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.11452383548021317, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 89.42282104492188, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.12186115980148315, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.11740319430828094, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.1231885626912117, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 352.59417724609375, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.4565918445587158, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 363.47509765625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.13403815031051636, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.11874978244304657, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.13859689235687256, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 88.85842895507812, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00035076247877441347, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 90.29658508300781, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.12460207939147949, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 88.60499572753906, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.1116846352815628, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 90.89236450195312, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.13588431477546692, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.1217634379863739, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.13399897515773773, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 353.6434631347656, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.4668477177619934, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 364.47845458984375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.1319754719734192, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.12021668255329132, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.13479769229888916, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 87.91371154785156, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00034637138014659286, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 92.50241088867188, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1317877173423767, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 87.6089859008789, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.1093655601143837, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 91.58993530273438, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.1348080039024353, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.12100125849246979, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.13799118995666504, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 363.4851989746094, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.48517176508903503, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 388.82598876953125, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.14200149476528168, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.1311980038881302, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.14742213487625122, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 91.36970520019531, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0003796828677877784, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 96.46625518798828, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.14119189977645874, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 90.63693237304688, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.13069452345371246, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 96.09375, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.14798524975776672, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.13129031658172607, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.15360507369041443, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 385.92626953125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.5500518083572388, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 467.96337890625, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.189809650182724, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.14397454261779785, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.18980123102664948, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 98.01730346679688, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0006554201245307922, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 108.24278259277344, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.17760470509529114, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 93.02381896972656, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.14312680065631866, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 100.93319702148438, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.16358128190040588, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.1295994222164154, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.17119738459587097, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 395.6353759765625, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.5640245079994202, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 433.89617919921875, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.18459925055503845, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.1389903426170349, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.2067839503288269, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 89.55194854736328, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.006691385991871357, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 123.53370666503906, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.2026105374097824, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 88.90753173828125, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.11961035430431366, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 111.26408386230469, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.20614752173423767, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.1601799577474594, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.20378348231315613, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 429.82012939453125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.7222533226013184, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 725.6160278320312, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.2631414532661438, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.22084388136863708, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.27399224042892456, "lm_head.weight": 6.5884246826171875, "lm_head.bias": 0.012154674157500267}, "total_model_change": 14979.337132224733}, {"category": "age", "category_class": "seniors", "speaker_id": 74, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.13445208966732025, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.0221412181854248, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.09430664777755737, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.09179659932851791, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 146.4352264404297, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 147.35812377929688, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 145.93316650390625, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 143.83187866210938, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 94.13407897949219, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 93.0848388671875, "wav2vec2.feature_projection.layer_norm.weight": 0.1005963683128357, "wav2vec2.feature_projection.layer_norm.bias": 0.08717291057109833, "wav2vec2.feature_projection.projection.weight": 72.37535095214844, "wav2vec2.feature_projection.projection.bias": 0.13155776262283325, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.1394713968038559, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.027814529836177826, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 841.5322265625, "wav2vec2.encoder.layer_norm.weight": 0.13675639033317566, "wav2vec2.encoder.layer_norm.bias": 0.13717372715473175, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 107.67982482910156, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00013072672300040722, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 107.54423522949219, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.13392576575279236, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 108.84059143066406, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.1384606957435608, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 109.57997131347656, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.14810872077941895, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.14254090189933777, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.1421860307455063, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 434.3190612792969, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.5586318373680115, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 436.76568603515625, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.14580386877059937, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.13913115859031677, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.14277775585651398, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 107.67648315429688, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00023077026708051562, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 109.0941162109375, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.13998094201087952, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 108.77376556396484, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.13829317688941956, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 109.60041809082031, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.14455202221870422, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.1397436410188675, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.1447456032037735, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 427.2801208496094, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.5608015060424805, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 423.4757995605469, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.14116674661636353, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.14402559399604797, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.14078602194786072, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 108.54231262207031, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00017366028623655438, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 108.40730285644531, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.13978666067123413, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 108.87548828125, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.13692384958267212, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 109.53565979003906, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.1432936042547226, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.1433486044406891, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.1449798047542572, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 436.6183776855469, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.5772057771682739, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 450.00592041015625, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.15261638164520264, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.14336653053760529, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.15639124810695648, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 109.23767852783203, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.000295114703476429, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 111.00798034667969, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.1467890590429306, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 109.13228607177734, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.14403152465820312, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 110.39952087402344, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.1461496651172638, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.13935647904872894, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.14732615649700165, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 439.4346618652344, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.5743412971496582, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 439.76861572265625, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.14446553587913513, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.13936835527420044, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.14398927986621857, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 109.0195083618164, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00037631019949913025, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 109.69236755371094, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.14217402040958405, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 109.28939056396484, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.1428329050540924, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 109.22396850585938, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.13834986090660095, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.14058440923690796, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.14217156171798706, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 434.4778137207031, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.5639000535011292, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 433.0378112792969, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.13996203243732452, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.146736741065979, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.1397899091243744, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 109.11039733886719, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0003095738939009607, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 110.04612731933594, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.14216819405555725, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 109.2442626953125, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.14099857211112976, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 110.28594207763672, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.14637491106987, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.14255008101463318, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.14956486225128174, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 439.3504333496094, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.5705578923225403, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 442.6922607421875, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.15438857674598694, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.14660140872001648, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.15278491377830505, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 108.98226928710938, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0003128700191155076, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 110.04300689697266, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.14499039947986603, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 109.3302001953125, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.14078523218631744, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 110.81599426269531, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.15132436156272888, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.14698809385299683, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.14977356791496277, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 432.216064453125, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.5667549967765808, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 443.5157165527344, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.1648128479719162, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.1503407508134842, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.17019256949424744, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 110.03157043457031, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00036564646870829165, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 111.8150405883789, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.1561916470527649, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 109.72261047363281, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.13751915097236633, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 112.7428207397461, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.1655758172273636, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.14753955602645874, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.16331662237644196, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 434.13134765625, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.576663613319397, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 445.9937744140625, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.16674450039863586, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.15034683048725128, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.1643938422203064, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 109.98619079589844, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0003598751500248909, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 114.78910064697266, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1609707772731781, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 109.68136596679688, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.14355511963367462, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 113.96112823486328, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.16714848577976227, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.14777274429798126, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.17137587070465088, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 449.3212890625, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.5994418859481812, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 482.03350830078125, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.17753076553344727, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.1593778431415558, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.18241462111473083, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 114.35017395019531, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0004089981666766107, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 120.79766845703125, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.1751742660999298, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 113.18922424316406, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.16311004757881165, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 120.849853515625, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.18315961956977844, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.16227483749389648, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.1914067268371582, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 486.33233642578125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.6956441402435303, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 598.3692626953125, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.23656386137008667, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.1807216852903366, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.24079403281211853, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 123.33631134033203, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0006666332483291626, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 137.190185546875, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.22385334968566895, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 116.32176208496094, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.1859886348247528, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 127.12916564941406, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.20275765657424927, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.16878104209899902, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.21158412098884583, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 488.8375549316406, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.6955215930938721, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 531.5550537109375, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.22380460798740387, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.1713756024837494, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.24996426701545715, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 109.4566879272461, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.0069455052725970745, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 153.14593505859375, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.2453276813030243, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 107.01107025146484, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.146479070186615, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 138.1777801513672, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.24191585183143616, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.1985919326543808, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.24049338698387146, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 542.1942138671875, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.8953882455825806, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 903.695556640625, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.3248591423034668, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.27709531784057617, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.3385896384716034, "lm_head.weight": 8.343859672546387, "lm_head.bias": 0.015154283493757248}, "total_model_change": 18626.56362312907}, {"category": "age", "category_class": "seniors", "speaker_id": 586, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.12480805814266205, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.0099493265151978, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.0930183082818985, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.09800203144550323, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 148.0745849609375, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 147.6044464111328, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 145.35406494140625, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 141.55149841308594, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 91.70111083984375, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 89.99527740478516, "wav2vec2.feature_projection.layer_norm.weight": 0.09481459856033325, "wav2vec2.feature_projection.layer_norm.bias": 0.07797512412071228, "wav2vec2.feature_projection.projection.weight": 72.11290740966797, "wav2vec2.feature_projection.projection.bias": 0.12704716622829437, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.1327369064092636, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.025645650923252106, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 850.988037109375, "wav2vec2.encoder.layer_norm.weight": 0.1381835639476776, "wav2vec2.encoder.layer_norm.bias": 0.12458875775337219, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 108.40540313720703, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00013406857033260167, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 105.51374053955078, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.12274905294179916, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 109.13492584228516, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.14082950353622437, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 108.24856567382812, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.14036062359809875, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.1399393528699875, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.1365976184606552, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 434.7752685546875, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.5393388271331787, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 430.9847717285156, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.14102721214294434, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.14265073835849762, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.1357933133840561, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 108.38428497314453, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00024836353259161115, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 109.07345581054688, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.13979454338550568, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 109.29437255859375, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.1368297040462494, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 109.79612731933594, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.1436310112476349, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.1375659704208374, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.14435391128063202, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 430.00311279296875, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.5678459405899048, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 422.6954345703125, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.13957178592681885, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.1491028368473053, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.13999298214912415, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 109.15789031982422, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00017547368770465255, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 107.69696807861328, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.13459618389606476, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 109.50738525390625, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.13300952315330505, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 108.65184020996094, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.1367369294166565, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.1415686309337616, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.13678890466690063, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 435.20587158203125, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.5664981603622437, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 435.65350341796875, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.14307361841201782, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.13397905230522156, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.14737610518932343, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 108.97201538085938, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00030820377287454903, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 109.70272064208984, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.1425904929637909, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 109.44841003417969, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.13744458556175232, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 109.49738311767578, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.14177919924259186, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.1344260573387146, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.14583620429039001, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 439.4967041015625, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.5673089027404785, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 437.5133361816406, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.14230775833129883, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.1405821442604065, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.1411750465631485, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 109.57954406738281, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0003976927837356925, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 109.64591979980469, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.14059598743915558, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 109.8870849609375, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.14427731931209564, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 109.08296966552734, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.13896921277046204, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.1412028968334198, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.14099138975143433, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 436.21331787109375, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.5677335858345032, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 425.27783203125, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.13221020996570587, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.14016300439834595, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.1327049285173416, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 109.6956558227539, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0003340207622386515, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 109.95217895507812, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.13957446813583374, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 109.95269775390625, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.14371073246002197, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 109.83189392089844, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.14220312237739563, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.13958461582660675, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.14836299419403076, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 433.8584289550781, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.5495402812957764, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 433.2734069824219, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.14445126056671143, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.1438061147928238, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.14559371769428253, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 108.73741149902344, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0003370002959854901, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 108.5264663696289, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.13979579508304596, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 109.96609497070312, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.13600541651248932, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 109.91688537597656, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.14316776394844055, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.14220677316188812, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.1433895230293274, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 432.4483337402344, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.5608187317848206, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 438.820556640625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.1524277776479721, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.14761924743652344, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.16219061613082886, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 110.49699401855469, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00037449042429216206, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 110.85509490966797, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.1516764611005783, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 110.27684783935547, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.13764463365077972, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 112.6509780883789, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.16419202089309692, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.14632520079612732, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.16492792963981628, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 440.64349365234375, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.5824041962623596, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 457.5360412597656, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.1703273206949234, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.15095919370651245, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.16639885306358337, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 110.40443420410156, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00037050346145406365, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 115.3195571899414, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.16098155081272125, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 110.10807037353516, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.14181970059871674, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 114.1358413696289, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.16341060400009155, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.14939500391483307, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.17034940421581268, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 450.4842529296875, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.5932159423828125, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 483.36285400390625, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.1768011748790741, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.16279272735118866, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.183420330286026, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 113.55276489257812, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0004065772518515587, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 117.78929138183594, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.16741058230400085, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 112.49056243896484, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.15685932338237762, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 118.69037628173828, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.17756055295467377, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.15988989174365997, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.18501394987106323, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 486.5841979980469, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.692719578742981, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 584.1673583984375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.22901391983032227, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.1767195463180542, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.23340263962745667, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 121.05189514160156, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0006522275507450104, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 135.12625122070312, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.22000744938850403, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 115.06509399414062, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.18616288900375366, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 126.52458190917969, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.19842591881752014, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.16980329155921936, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.20659011602401733, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 486.03955078125, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.6762008666992188, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 526.1971435546875, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.21582165360450745, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.16679194569587708, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.23916442692279816, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 114.56636047363281, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.008740203455090523, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 145.34164428710938, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.22814863920211792, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 110.97236633300781, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.14795660972595215, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 135.99293518066406, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.23250091075897217, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.19082333147525787, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.230707049369812, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 520.4609985351562, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.8138520121574402, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 851.16650390625, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.3038793206214905, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.2688487470149994, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.31478869915008545, "lm_head.weight": 9.75694465637207, "lm_head.bias": 0.018154211342334747}, "total_model_change": 18491.485238452355}, {"category": "age", "category_class": "seniors", "speaker_id": 740, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.15437562763690948, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.1045496463775635, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.10636939108371735, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.11219314485788345, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 169.92803955078125, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 169.33274841308594, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 167.5481719970703, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 164.93505859375, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 107.48551177978516, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 104.83189392089844, "wav2vec2.feature_projection.layer_norm.weight": 0.10833650827407837, "wav2vec2.feature_projection.layer_norm.bias": 0.09075705707073212, "wav2vec2.feature_projection.projection.weight": 84.3214111328125, "wav2vec2.feature_projection.projection.bias": 0.1519555151462555, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.15461254119873047, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.029402360320091248, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 973.7056884765625, "wav2vec2.encoder.layer_norm.weight": 0.16254669427871704, "wav2vec2.encoder.layer_norm.bias": 0.14635398983955383, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 126.1892318725586, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00014803311205469072, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 124.07471466064453, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.14612844586372375, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 127.03826904296875, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.16827398538589478, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 126.57449340820312, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.16153490543365479, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.16032946109771729, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.15997865796089172, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 505.905517578125, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.6356428861618042, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 500.631103515625, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.16195619106292725, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.16897067427635193, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.15858037769794464, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 126.39249420166016, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00025968567933887243, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 126.21733093261719, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.16056954860687256, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 127.10181427001953, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.1572190821170807, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 128.20523071289062, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.167739138007164, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.1661120504140854, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.16773679852485657, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 500.50360107421875, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.6608248949050903, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 499.93292236328125, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.1669129878282547, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.17283731698989868, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.16897711157798767, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 126.71202850341797, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00019637402147054672, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 125.82023620605469, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.15936678647994995, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 126.95401000976562, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.15677130222320557, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 127.56793212890625, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.16432204842567444, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.166534423828125, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.1615833342075348, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 508.5508117675781, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.6681225895881653, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 508.8134765625, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.1705283522605896, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.1613575965166092, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.17296245694160461, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 126.50723266601562, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00033004069700837135, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 127.38313293457031, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.16175377368927002, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 127.16670227050781, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.1590622067451477, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 127.61812591552734, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.16434873640537262, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.1549585908651352, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.16422230005264282, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 511.2298583984375, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.665990948677063, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 509.0595397949219, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.16465044021606445, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.16335368156433105, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.16356569528579712, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 127.33572387695312, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00043647235725075006, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 127.93258666992188, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.16616657376289368, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 127.67715454101562, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.16696412861347198, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 128.0562286376953, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.16613367199897766, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.16677343845367432, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.1669483333826065, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 509.18377685546875, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.6568783521652222, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 506.4653015136719, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.1647183895111084, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.168715238571167, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.16528600454330444, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 128.17071533203125, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00036434695357456803, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 129.125244140625, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.16955962777137756, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 127.76359558105469, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.1660931408405304, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 129.66656494140625, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.1751718521118164, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.16313666105270386, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.1799401044845581, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 512.8212890625, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.664358377456665, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 518.8097534179688, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.18100959062576294, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.16779735684394836, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.1807839572429657, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 127.54625701904297, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0003650654689408839, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 128.69342041015625, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.17038363218307495, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 128.52186584472656, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.16307295858860016, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 129.56027221679688, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.17532892525196075, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.1653698980808258, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.173982173204422, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 505.0242614746094, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.6662365198135376, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 512.47216796875, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.18399962782859802, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.17101116478443146, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.1895858496427536, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 128.49111938476562, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00042134217801503837, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 130.24667358398438, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.17985960841178894, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 128.82705688476562, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.16537025570869446, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 132.1687774658203, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.19435502588748932, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.1724843829870224, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.19550633430480957, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 511.3731384277344, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.6811210513114929, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 531.3284912109375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.19930818676948547, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.17894065380096436, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.1983918994665146, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 129.52560424804688, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00040619319770485163, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 135.91758728027344, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1911700814962387, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 128.7840118408203, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.1734275221824646, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 133.79605102539062, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.19633899629116058, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.1757698506116867, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.1997254490852356, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 521.587890625, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.6917468309402466, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 554.5648193359375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.20215018093585968, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.18576960265636444, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.2040189504623413, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 132.08180236816406, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00044579763198271394, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 137.13864135742188, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.19080230593681335, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 130.73306274414062, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.18624389171600342, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 137.46343994140625, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.19935229420661926, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.18107643723487854, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.20939227938652039, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 556.8568725585938, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.782899796962738, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 653.0343627929688, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.2509611248970032, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.19570723176002502, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.2543943226337433, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 138.1196746826172, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0008669346570968628, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 151.93594360351562, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.23926016688346863, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 132.8113555908203, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.20081210136413574, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 144.3841552734375, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.21915650367736816, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.18857187032699585, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.2263849526643753, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 556.099365234375, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.7755978107452393, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 597.03173828125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.24495935440063477, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.19537459313869476, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.27775928378105164, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 130.62432861328125, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.010317887179553509, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 171.38888549804688, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.26851198077201843, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 126.04988098144531, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.17051829397678375, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 159.5565948486328, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.2674875855445862, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.22758500277996063, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.26768943667411804, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 616.864501953125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.9885627627372742, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1032.935302734375, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.36841168999671936, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.3146074712276459, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.38338690996170044, "lm_head.weight": 11.437285423278809, "lm_head.bias": 0.020954381674528122}, "total_model_change": 21531.190002630814}, {"category": "age", "category_class": "seniors", "speaker_id": 818, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.1527557373046875, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.192575454711914, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.11621513962745667, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.1148073673248291, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 172.19696044921875, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 169.46884155273438, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 166.49264526367188, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 162.1271209716797, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 105.50242614746094, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 103.27198791503906, "wav2vec2.feature_projection.layer_norm.weight": 0.11036214232444763, "wav2vec2.feature_projection.layer_norm.bias": 0.08417022973299026, "wav2vec2.feature_projection.projection.weight": 84.59991455078125, "wav2vec2.feature_projection.projection.bias": 0.14882317185401917, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.15004143118858337, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.030030474066734314, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 991.5694580078125, "wav2vec2.encoder.layer_norm.weight": 0.16296924650669098, "wav2vec2.encoder.layer_norm.bias": 0.138576477766037, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 127.57188415527344, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0001564166886964813, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 124.49684143066406, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.14679618179798126, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 127.94715881347656, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.1656479835510254, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 126.27864074707031, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.15795734524726868, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.15938162803649902, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.1565922200679779, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 509.9422607421875, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.6460580825805664, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 505.8388671875, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.16600175201892853, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.168609619140625, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.16319158673286438, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 127.68660736083984, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00026887416606768966, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 126.8862533569336, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.16139528155326843, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 127.69841766357422, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.16225624084472656, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 128.6710205078125, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.17181611061096191, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.16579927504062653, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.1705692708492279, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 504.5224914550781, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.6606411933898926, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 503.0546875, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.16663753986358643, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.17165175080299377, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.1681831181049347, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 127.95594024658203, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0001991850440390408, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 126.55361938476562, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.1612083613872528, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 127.82905578613281, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.15513071417808533, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 127.12094116210938, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.1559441089630127, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.16395124793052673, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.15563581883907318, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 508.8340759277344, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.6694735884666443, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 507.7241516113281, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.16875159740447998, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.1599956452846527, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.16997423768043518, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 126.8796157836914, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00034714891808107495, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 127.58184814453125, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.16456210613250732, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 127.52603149414062, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.15802261233329773, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 128.00335693359375, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.16556400060653687, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.15380704402923584, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.1610564887523651, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 514.2269897460938, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.6717681884765625, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 514.26171875, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.1691223382949829, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.16256597638130188, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.16805115342140198, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 127.2708969116211, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0004347871581558138, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 127.82909393310547, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.16580969095230103, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 128.2402801513672, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.1595534086227417, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 127.70155334472656, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.16636094450950623, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.16280412673950195, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.16336625814437866, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 509.46636962890625, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.652890682220459, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 497.40283203125, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.15201780200004578, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.16479507088661194, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.15171121060848236, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 128.5165557861328, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00037326643359847367, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 127.7555160522461, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.15998849272727966, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 128.0565185546875, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.16434049606323242, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 128.61849975585938, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.16861608624458313, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.16338256001472473, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.17158843576908112, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 505.9216003417969, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.6427453756332397, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 501.18756103515625, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.16689226031303406, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.16220973432064056, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.16659629344940186, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 127.37477111816406, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00037205545231699944, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 126.91181945800781, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.15919452905654907, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 128.82579040527344, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.16069364547729492, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 126.95173645019531, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.1615704447031021, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.16277964413166046, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.16059213876724243, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 493.6141052246094, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.6326592564582825, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 487.3343505859375, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.15663199126720428, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.16002100706100464, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.1633957028388977, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 127.53759002685547, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0004320647567510605, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 126.27281188964844, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.15686985850334167, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 128.5641632080078, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.1614287793636322, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 127.31938934326172, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.1670006513595581, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.16219191253185272, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.17230543494224548, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 500.7130126953125, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.6455233693122864, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 497.63543701171875, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.1667807400226593, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.16400016844272614, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.16519883275032043, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 127.43472290039062, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00042009277967736125, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 129.7747039794922, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1681753247976303, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 128.1170196533203, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.161139115691185, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 128.57508850097656, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.17334865033626556, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.16378460824489594, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.17616695165634155, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 513.2073974609375, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.6629427671432495, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 525.3201293945312, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.17958661913871765, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.17937813699245453, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.17823529243469238, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 131.34112548828125, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.000455843866802752, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 132.55377197265625, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.17541486024856567, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 131.0792999267578, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.1824754774570465, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 133.8039093017578, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.18736714124679565, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.17369461059570312, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.19562353193759918, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 544.9778442382812, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.7510669231414795, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 615.140869140625, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.22416949272155762, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.18432199954986572, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.22860220074653625, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 134.62872314453125, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0009183213114738464, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 144.76890563964844, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.21866130828857422, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 131.0712432861328, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.1855885088443756, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 140.49864196777344, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.1993890255689621, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.1856064349412918, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.2082047164440155, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 549.3050537109375, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.7562364339828491, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 580.0201416015625, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.23019114136695862, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.1929892897605896, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.24957144260406494, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 133.4741973876953, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.012212051078677177, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 157.40773010253906, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.2413395196199417, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 130.27542114257812, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.17634060978889465, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 150.14892578125, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.24531397223472595, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.21081313490867615, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.24330030381679535, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 566.942626953125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.8669643402099609, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 907.8824462890625, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.3235134184360504, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.28364673256874084, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.3329947590827942, "lm_head.weight": 12.666642189025879, "lm_head.bias": 0.0233481265604496}, "total_model_change": 21105.546369195406}, {"category": "age", "category_class": "seniors", "speaker_id": 84, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.17249485850334167, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.2316315174102783, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.12355223298072815, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.1151944249868393, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 191.7292938232422, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 190.32740783691406, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 188.19834899902344, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 184.06234741210938, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 121.21450805664062, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 118.6480712890625, "wav2vec2.feature_projection.layer_norm.weight": 0.12555143237113953, "wav2vec2.feature_projection.layer_norm.bias": 0.10275684297084808, "wav2vec2.feature_projection.projection.weight": 95.22249603271484, "wav2vec2.feature_projection.projection.bias": 0.1707434505224228, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.1716271936893463, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.031014546751976013, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1094.3310546875, "wav2vec2.encoder.layer_norm.weight": 0.18794752657413483, "wav2vec2.encoder.layer_norm.bias": 0.16393816471099854, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 142.84783935546875, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.000175805005710572, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 140.77166748046875, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.16876593232154846, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 143.1858367919922, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.18019665777683258, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 142.1221923828125, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.17832711338996887, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.1827385127544403, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.1735360473394394, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 570.3174438476562, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.7225086688995361, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 566.4954223632812, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.18757471442222595, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.18876643478870392, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.1865636110305786, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 142.44546508789062, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00028372643282637, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 142.32391357421875, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.17918026447296143, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 142.95285034179688, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.18747425079345703, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 144.40138244628906, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.19275611639022827, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.18913719058036804, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.18955379724502563, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 564.5615234375, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.7373229265213013, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 564.0601806640625, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.18836082518100739, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.19681963324546814, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.18977265059947968, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 141.21726989746094, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0002182252355851233, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 141.39085388183594, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.1759575605392456, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 142.01556396484375, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.16855469346046448, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 142.20953369140625, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.1749049723148346, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.18773579597473145, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.17861001193523407, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 569.6871337890625, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.7486429214477539, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 561.2666015625, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.18585452437400818, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.18094773590564728, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.1889653205871582, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 142.0124969482422, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0004025944508612156, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 142.7319793701172, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.18373657763004303, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 142.72628784179688, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.17678694427013397, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 142.98480224609375, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.18152573704719543, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.1782277226448059, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.1763085275888443, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 573.6357421875, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.751152753829956, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 572.5372924804688, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.18522989749908447, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.18094849586486816, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.18623986840248108, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 142.51943969726562, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0004681139253079891, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 143.61505126953125, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.1817312091588974, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 143.30047607421875, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.1796417087316513, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 143.4404296875, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.18548302352428436, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.1841588169336319, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.18172843754291534, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 569.477783203125, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.7297407388687134, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 564.1297607421875, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.17751124501228333, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.1905318945646286, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.17790648341178894, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 143.805908203125, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00039962586015462875, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 143.42544555664062, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.18116548657417297, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 143.246826171875, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.1822856068611145, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 144.5627899169922, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.19315651059150696, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.18094393610954285, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.19437062740325928, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 568.3363647460938, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.7321168184280396, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 563.2714233398438, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.19002988934516907, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.1822001338005066, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.1905788779258728, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 142.983642578125, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00041501352097839117, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 143.17352294921875, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.1825820803642273, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 144.26580810546875, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.18051843345165253, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 143.14439392089844, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.1883491575717926, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.18514007329940796, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.18597868084907532, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 557.19140625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.7321799993515015, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 554.4505615234375, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.191188782453537, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.1853281706571579, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.1967892348766327, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 143.1461181640625, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.000463181990198791, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 143.36346435546875, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.18249602615833282, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 143.76937866210938, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.18445158004760742, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 144.30441284179688, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.19894719123840332, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.1883459985256195, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.200882226228714, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 561.65087890625, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.7343109846115112, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 567.0270385742188, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.20131707191467285, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.19033998250961304, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.19758673012256622, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 143.7921905517578, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00045030098408460617, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 147.34832763671875, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.19976556301116943, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 143.66986083984375, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.19030073285102844, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 145.9391632080078, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.20488587021827698, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.18455728888511658, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.20755727589130402, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 577.83984375, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.7610388994216919, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 603.3767700195312, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.21352823078632355, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.2019626796245575, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.21478426456451416, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 148.4129638671875, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0005263322964310646, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 152.28660583496094, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.21158631145954132, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 147.19094848632812, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.21254195272922516, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 153.2266845703125, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.22175998985767365, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.19786345958709717, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.23198381066322327, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 620.7107543945312, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.8740459680557251, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 723.79052734375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.27514949440956116, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.21050718426704407, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.2819994390010834, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 154.36253356933594, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0010596252977848053, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 169.9449005126953, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.2688569128513336, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 148.43963623046875, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.22457148134708405, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 161.99986267089844, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.24434825778007507, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.2127773016691208, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.254188597202301, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 623.51123046875, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.8766137361526489, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 657.739990234375, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.26731452345848083, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.21597716212272644, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.29378262162208557, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 146.72547912597656, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.012881550937891006, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 183.1065673828125, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.28270581364631653, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 137.59580993652344, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.18480315804481506, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 172.5746612548828, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.28499823808670044, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.24758146703243256, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.2828929126262665, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 665.8677978515625, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.0500996112823486, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1095.5557861328125, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.39047399163246155, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.335533082485199, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.40340206027030945, "lm_head.weight": 14.422172546386719, "lm_head.bias": 0.02614772319793701}, "total_model_change": 23877.45698024513}, {"category": "age", "category_class": "seniors", "speaker_id": 900, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.1751549392938614, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.2858048677444458, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.12686719000339508, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.12340740859508514, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 193.88015747070312, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 191.27703857421875, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 189.74069213867188, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 184.78338623046875, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 122.78515625, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 120.32774353027344, "wav2vec2.feature_projection.layer_norm.weight": 0.12778717279434204, "wav2vec2.feature_projection.layer_norm.bias": 0.10837526619434357, "wav2vec2.feature_projection.projection.weight": 95.61650848388672, "wav2vec2.feature_projection.projection.bias": 0.17265233397483826, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.17940586805343628, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03228560835123062, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1118.7762451171875, "wav2vec2.encoder.layer_norm.weight": 0.19435836374759674, "wav2vec2.encoder.layer_norm.bias": 0.1697756052017212, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 144.79461669921875, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0001840285985963419, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 141.6361541748047, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.17376193404197693, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 144.406982421875, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.17676186561584473, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 143.23924255371094, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.18262255191802979, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.18898850679397583, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.17935262620449066, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 575.012451171875, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.730836808681488, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 575.9552001953125, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.18924883008003235, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.18739938735961914, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.19161143898963928, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 143.6193084716797, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.000293395365588367, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 144.0478515625, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.18580153584480286, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 144.0432586669922, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.1893843412399292, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 145.77345275878906, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.199806809425354, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.18918377161026, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.1945863515138626, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 570.895263671875, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.746903121471405, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 577.8843383789062, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.19599929451942444, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.19784560799598694, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.19618454575538635, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 142.3135223388672, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00022251775953918695, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 143.19268798828125, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.18320997059345245, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 142.90704345703125, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.16523724794387817, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 142.85684204101562, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.1767318844795227, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.1909664422273636, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.18402902781963348, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 576.5860595703125, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.7528595328330994, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 581.3073120117188, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.19639047980308533, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.18595172464847565, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.1997731328010559, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 143.5409393310547, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00040793331572785974, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 144.68185424804688, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.19357183575630188, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 143.82705688476562, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.17839454114437103, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 145.13232421875, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.18875381350517273, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.18127788603305817, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.18635281920433044, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 584.0547485351562, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.7781549692153931, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 586.47509765625, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.19252556562423706, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.1859860122203827, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.19264551997184753, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 143.87710571289062, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.000494526291731745, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 144.75601196289062, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.18795537948608398, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 144.10633850097656, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.1871122419834137, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 144.48086547851562, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.19313417375087738, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.1813916563987732, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.18641558289527893, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 571.175048828125, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.729364812374115, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 567.962890625, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.1777985692024231, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.18844939768314362, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.17852374911308289, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 144.56527709960938, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0004069222486577928, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 144.06544494628906, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.1813966929912567, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 143.87884521484375, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.18448925018310547, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 144.73526000976562, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.19540660083293915, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.17937302589416504, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.19580578804016113, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 570.36376953125, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.7300814986228943, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 569.9649658203125, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.19110089540481567, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.1786249876022339, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.19659066200256348, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 143.19345092773438, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0004280280554667115, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 144.1947021484375, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.1893891841173172, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 144.80914306640625, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.18344292044639587, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 143.68443298339844, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.19056031107902527, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.18575623631477356, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.18839842081069946, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 567.2491455078125, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.7488952875137329, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 571.538818359375, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.206997811794281, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.18773655593395233, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.21039414405822754, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 143.87112426757812, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00048520215204916894, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 145.13201904296875, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.19346773624420166, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 144.20242309570312, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.18004968762397766, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 146.4898681640625, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.21657145023345947, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.1931559145450592, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.21528959274291992, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 574.7274169921875, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.7574338316917419, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 597.3543090820312, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.22418974339962006, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.1965498924255371, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.21579742431640625, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 145.82550048828125, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00046487251529470086, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 150.21783447265625, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.2065848559141159, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 145.017578125, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.19886574149131775, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 147.710693359375, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.2124912589788437, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.18818245828151703, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.2171720415353775, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 579.8834838867188, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.7507797479629517, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 614.2765502929688, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.21958604454994202, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.2009740173816681, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.21638333797454834, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 148.8857421875, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0005163242458365858, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 152.2410888671875, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.21079011261463165, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 148.22601318359375, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.20889604091644287, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 152.17425537109375, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.21817809343338013, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.19447627663612366, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.2248045802116394, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 617.790283203125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.8558803796768188, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 700.1474609375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.2567627727985382, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.19912941753864288, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.263603150844574, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 153.2218017578125, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0011362023651599884, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 165.18417358398438, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.2528618574142456, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 147.55203247070312, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.22176754474639893, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 157.95655822753906, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.22941091656684875, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.20038989186286926, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.2355903685092926, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 617.2708740234375, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.8579644560813904, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 635.32666015625, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.24884255230426788, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.2119903862476349, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.27159205079078674, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 150.8224334716797, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.013576115481555462, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 171.97669982910156, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.25913387537002563, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 141.53118896484375, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.19108173251152039, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 168.2161102294922, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.2713361382484436, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.23121629655361176, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.26969999074935913, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 646.740966796875, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.9730124473571777, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 996.3479614257812, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.35049229860305786, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.31707412004470825, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.3622041344642639, "lm_head.weight": 16.183063507080078, "lm_head.bias": 0.02934744581580162}, "total_model_change": 23948.355445361914}] |