[{"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": 0.5113571882247925, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.0511883981525898, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.05119755491614342, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 78.23442077636719, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 78.37200927734375, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 78.47837829589844, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 78.51661682128906, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 52.401817321777344, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 52.4093132019043, "wav2vec2.feature_projection.layer_norm.weight": 0.05118963122367859, "wav2vec2.feature_projection.layer_norm.bias": 0.051194023340940475, "wav2vec2.feature_projection.projection.weight": 39.25486755371094, "wav2vec2.feature_projection.projection.bias": 0.07669799029827118, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.07670386880636215, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.012795820832252502, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 455.4533386230469, "wav2vec2.encoder.layer_norm.weight": 0.07678532600402832, "wav2vec2.encoder.layer_norm.bias": 0.0767844095826149, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 58.500301361083984, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 7.221448322525248e-05, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 58.78575134277344, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.07673961669206619, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 58.53810119628906, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.07656951248645782, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 58.823211669921875, "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": 0.07678624987602234, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 234.03607177734375, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.30632516741752625, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 234.0622100830078, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.07675647735595703, "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": 58.48695755004883, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00014550727792084217, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 58.80220031738281, "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": 58.82277297973633, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.07677257061004639, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.07677453011274338, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.07678813487291336, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 230.72589111328125, "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": 0.07678081095218658, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.0767911821603775, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 58.450523376464844, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00010768892389023677, "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": 58.4448356628418, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.0766913890838623, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 58.81343460083008, "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": 232.75631713867188, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.3045591115951538, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 232.8451385498047, "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": 58.54988098144531, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00017147758626379073, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 58.805152893066406, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.0767943412065506, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 58.517669677734375, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.07668261975049973, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 58.82096481323242, "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": 0.3056333661079407, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 233.85198974609375, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.07669523358345032, "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": 58.600868225097656, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0002115622628480196, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 58.834808349609375, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.0767933577299118, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 58.566314697265625, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.07665316015481949, "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": 0.07672332227230072, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.07679319381713867, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 234.29885864257812, "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": 0.0767894759774208, "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": 58.59851837158203, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0001801047328626737, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 58.83305358886719, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.07679355144500732, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 58.59022521972656, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.07669759541749954, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 58.84601593017578, "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": 233.7988739013672, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.3059329688549042, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 233.2071075439453, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.0767865777015686, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.07678674161434174, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.07679572701454163, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 58.616004943847656, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00019891871488653123, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 58.84254455566406, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.076795294880867, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 58.62284851074219, "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": 0.07679051905870438, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.07678811252117157, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.07678931951522827, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 230.03536987304688, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.3030674457550049, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 226.98629760742188, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.07679060846567154, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.07679207623004913, "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": 0.0002256474399473518, "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": 58.6954231262207, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.07669244706630707, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 58.88787078857422, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.07669223845005035, "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": 230.384765625, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.30356043577194214, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 226.56600952148438, "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": 0.07679522782564163, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 58.667694091796875, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00025498896138742566, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 58.85400390625, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.07678601145744324, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 58.648345947265625, "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": 233.61984252929688, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.3061121106147766, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 232.92738342285156, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.07678395509719849, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.07677805423736572, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.07679754495620728, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 58.52988815307617, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00019694725051522255, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 58.81744384765625, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.07678541541099548, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 58.51565170288086, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.07672522217035294, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 58.819740295410156, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.07678020000457764, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.07678698003292084, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.07678885012865067, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 234.39535522460938, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.3068310022354126, "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": 0.07679770141839981, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 58.65991973876953, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.00037687644362449646, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 58.84855270385742, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.07673715054988861, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 58.600677490234375, "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": 0.07679473608732224, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 233.82748413085938, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.30645084381103516, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 234.58468627929688, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.07676611840724945, "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": 58.5850715637207, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.0022282088175415993, "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": 54.8836669921875, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.07427994161844254, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 58.848289489746094, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.07677774876356125, "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": 232.97804260253906, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.3063550591468811, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 233.73629760742188, "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": 2.188361167907715, "lm_head.bias": 0.0029907729476690292}, "total_model_change": 9324.734990372512}, {"category": "age", "category_class": "seniors", "speaker_id": 456, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.07524342834949493, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.5552222728729248, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.050114668905735016, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.05579652637243271, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 80.37199401855469, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 79.49423217773438, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 78.82234191894531, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 79.32836151123047, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 54.37310791015625, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 54.398193359375, "wav2vec2.feature_projection.layer_norm.weight": 0.051999837160110474, "wav2vec2.feature_projection.layer_norm.bias": 0.05559725686907768, "wav2vec2.feature_projection.projection.weight": 39.22356414794922, "wav2vec2.feature_projection.projection.bias": 0.0806111991405487, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.08117879927158356, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.011857062578201294, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 464.4605407714844, "wav2vec2.encoder.layer_norm.weight": 0.07438882440328598, "wav2vec2.encoder.layer_norm.bias": 0.0779961347579956, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 58.57012176513672, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 8.302563946926966e-05, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 58.4801139831543, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.07464107871055603, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 58.816627502441406, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.0771322175860405, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 58.77234649658203, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.07660308480262756, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.07478940486907959, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.07958226650953293, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 236.30860900878906, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.3246290981769562, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 237.29959106445312, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.07708895206451416, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.07619011402130127, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.07460504025220871, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 58.52376174926758, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00015531093231402338, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 59.1634521484375, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.07859361916780472, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 58.657501220703125, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.07831910252571106, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 58.968841552734375, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.07897897064685822, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.07779322564601898, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.07782308757305145, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 234.66741943359375, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.31372252106666565, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 241.4608154296875, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.08241240680217743, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.08296377956867218, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.0806049183011055, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 59.081790924072266, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00011703394557116553, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 60.20044708251953, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.08579908311367035, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 58.65608215332031, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.07874713838100433, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 59.09964370727539, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.08139665424823761, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.07699034363031387, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.08239322155714035, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 237.09854125976562, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.31886863708496094, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 235.52700805664062, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.07839664816856384, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.07998578250408173, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.07840067893266678, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 58.92198944091797, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0001947898999787867, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 59.33551788330078, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.07759818434715271, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 59.13874053955078, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.08013277500867844, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 59.30516815185547, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.07738004624843597, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.07433358579874039, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.07718822360038757, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 236.3671875, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.3077698349952698, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 234.6925506591797, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.07669618725776672, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.07560831308364868, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.0762060284614563, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 59.095951080322266, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00024540573940612376, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 59.241477966308594, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.07739721238613129, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 58.79714584350586, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.07560555636882782, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 59.39228820800781, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.08302062749862671, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.0838555097579956, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.08279268443584442, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 236.6488037109375, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.3090798854827881, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 249.09091186523438, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.08719237148761749, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.08517752587795258, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.08640017360448837, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 59.66128158569336, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00019512294966261834, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 60.419742584228516, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.08299463987350464, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 59.23814392089844, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.08355750143527985, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 60.30829620361328, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.08439859747886658, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.08074559271335602, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.08618641644716263, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 246.16653442382812, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.33084672689437866, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 258.5252685546875, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.09100206196308136, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.0859794169664383, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.0945950597524643, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 59.56940841674805, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00022657099179923534, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 61.341552734375, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.08581879734992981, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 59.2501335144043, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.08555348962545395, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 61.55467987060547, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.09241113066673279, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.08199924230575562, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.09479307383298874, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 243.06710815429688, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.32145369052886963, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 257.3775634765625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.10419613122940063, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.08998335897922516, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.10439871996641159, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 60.923545837402344, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0002500771952327341, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 62.97161102294922, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.0997968539595604, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 59.92939758300781, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.08456917852163315, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 63.66434097290039, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.10492956638336182, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.08538433164358139, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.1038016527891159, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 244.71658325195312, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.32729247212409973, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 260.51141357421875, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.10480344295501709, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.08779595792293549, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.10660317540168762, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 60.722755432128906, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00031385867623612285, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 63.98613739013672, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.09920260310173035, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 59.58576965332031, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.07938607037067413, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 63.831058502197266, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.09979647397994995, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.07836560159921646, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.0977981761097908, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 250.3194122314453, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.3373362421989441, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 280.74896240234375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.10999220609664917, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.09518647193908691, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.11559935659170151, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 64.97960662841797, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00033813639311119914, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 68.87014770507812, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.10818786174058914, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 61.95831298828125, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.10539129376411438, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 66.45561218261719, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.1071888878941536, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.08719609677791595, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.10839316248893738, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 259.13067626953125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.36578917503356934, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 306.3672790527344, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.12100431323051453, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.09499554336071014, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.12419882416725159, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 68.93550109863281, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0006389021873474121, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 73.33331298828125, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.11414933949708939, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 63.79397201538086, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.09821701794862747, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 67.82032775878906, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.10561300814151764, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.08639641851186752, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.10879867523908615, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 261.89471435546875, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.37116533517837524, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 284.3641357421875, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.11979421973228455, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.0866011306643486, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.13259869813919067, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 61.251930236816406, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.005065209697932005, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 76.37550354003906, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.12800081074237823, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 61.075347900390625, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.08229924738407135, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 70.46040344238281, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.12939274311065674, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.10698966681957245, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.12879827618598938, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 274.82916259765625, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.44894254207611084, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 410.48797607421875, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.14677344262599945, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.12978866696357727, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.15159767866134644, "lm_head.weight": 3.5872743129730225, "lm_head.bias": 0.006016346625983715}, "total_model_change": 10128.336228547894}, {"category": "age", "category_class": "seniors", "speaker_id": 70, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.10748764872550964, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.7876645922660828, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.07181094586849213, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.07699175924062729, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 113.87361145019531, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 115.96402740478516, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 116.30651092529297, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 114.64585876464844, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 74.59762573242188, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 74.49846649169922, "wav2vec2.feature_projection.layer_norm.weight": 0.07817170023918152, "wav2vec2.feature_projection.layer_norm.bias": 0.06656460464000702, "wav2vec2.feature_projection.projection.weight": 57.944679260253906, "wav2vec2.feature_projection.projection.bias": 0.1010192334651947, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.10864880681037903, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.01977047324180603, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 671.8712768554688, "wav2vec2.encoder.layer_norm.weight": 0.10957769304513931, "wav2vec2.encoder.layer_norm.bias": 0.10596934705972672, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 86.66110229492188, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00011370028369128704, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 85.79670715332031, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.1049332320690155, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 87.18949890136719, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.11026886850595474, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 86.87394714355469, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.11406852304935455, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.11238358914852142, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.11399034410715103, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 348.38165283203125, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.45351648330688477, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 344.965576171875, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.11082965135574341, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.11236894130706787, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.10876873135566711, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 86.62841033935547, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00018896564142778516, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 87.85868072509766, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.1153794378042221, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 87.2219009399414, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.11202786862850189, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 87.23866271972656, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.11316145211458206, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.11395304650068283, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.11320744454860687, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 341.49322509765625, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.4456562101840973, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 336.74530029296875, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.1091635674238205, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.11354115605354309, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.10739128291606903, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 87.48941040039062, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0001407444360665977, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 86.66902923583984, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.11018826812505722, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 87.43253326416016, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.10736759006977081, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 87.36345672607422, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.11198018491268158, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.11597940325737, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.11479639261960983, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 347.93914794921875, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.4594777524471283, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 350.06494140625, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.11676126718521118, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.11196872591972351, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.1165953204035759, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 87.88066101074219, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00025027053197845817, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 88.54222106933594, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.11558674275875092, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 88.02595520019531, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.11877447366714478, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 88.28479766845703, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.11596062779426575, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.10950728505849838, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.11338552832603455, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 350.9171142578125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.45925968885421753, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 352.16229248046875, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.11726105213165283, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.11278936266899109, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.11539891362190247, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 87.9600830078125, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00030339989461936057, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 88.63985443115234, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.11358924955129623, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 88.02468872070312, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.10889371484518051, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 88.44239807128906, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.11478987336158752, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.11695593595504761, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.11637214571237564, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 352.43255615234375, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.4605274200439453, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 359.59979248046875, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.12074019759893417, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.12216217070817947, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.11979357153177261, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 88.52607727050781, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00023298384621739388, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 89.32334899902344, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.11798588931560516, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 88.06378173828125, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.11580308526754379, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 89.31344604492188, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.12073732912540436, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.11513247340917587, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.12297099828720093, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 357.00286865234375, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.47073906660079956, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 365.6163024902344, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.12701565027236938, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.12136976420879364, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.12879198789596558, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 88.21163940429688, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00024147029034793377, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 89.40862274169922, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.11897769570350647, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 87.93312072753906, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.11909566074609756, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 89.8748550415039, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.12719948589801788, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.11918315291404724, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.12718483805656433, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 351.9688415527344, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.4638018012046814, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 362.14019775390625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.13779065012931824, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.1267705261707306, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.13899703323841095, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 88.94977569580078, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0002833032631315291, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 90.7734146118164, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.12917837500572205, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 88.179443359375, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.11486957967281342, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 91.02896881103516, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.1345120370388031, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.11997076869010925, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.13278651237487793, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 346.618896484375, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.4571373760700226, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 353.26263427734375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.12837272882461548, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.11858734488487244, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.13419267535209656, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 88.00209045410156, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0003365470911376178, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 90.93163299560547, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1277776062488556, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 87.2748794555664, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.11326707899570465, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 90.52938079833984, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.13058370351791382, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.1135404109954834, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.13078349828720093, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 359.1257019042969, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.47859007120132446, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 379.58477783203125, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.13717350363731384, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.12815511226654053, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.14134761691093445, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 90.95034790039062, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00036171788815408945, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 95.40653991699219, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.13698402047157288, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 89.6976318359375, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.1280544102191925, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 95.08976745605469, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.14456498622894287, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.12837935984134674, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.14758488535881042, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 379.49639892578125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.5348352193832397, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 452.7015380859375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.177993506193161, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.14175951480865479, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.18179649114608765, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 99.07035064697266, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0006707310676574707, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 105.91902923583984, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.1691277176141739, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 93.33708190917969, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.14628782868385315, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 99.45228576660156, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.15637916326522827, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.12878230214118958, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.16499271988868713, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 385.07916259765625, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.5463151931762695, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 415.1356201171875, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.16437195241451263, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.1313915252685547, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.18338963389396667, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 83.81238555908203, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.005787564441561699, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 113.25183868408203, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.1831642985343933, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 82.4793930053711, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.11458181589841843, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 102.96060180664062, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.18294565379619598, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.15297387540340424, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.1789993941783905, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 404.86199951171875, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.6668494939804077, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 611.6590576171875, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.2195330560207367, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.18896719813346863, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.2281924933195114, "lm_head.weight": 5.2745361328125, "lm_head.bias": 0.009157722815871239}, "total_model_change": 14701.900710250688}, {"category": "age", "category_class": "seniors", "speaker_id": 546, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.10598653554916382, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.7867849469184875, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.06885284930467606, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.06619427353143692, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 113.78155517578125, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 115.95488739013672, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 115.34782409667969, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 114.35112762451172, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 73.13409423828125, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 72.87461853027344, "wav2vec2.feature_projection.layer_norm.weight": 0.07418078184127808, "wav2vec2.feature_projection.layer_norm.bias": 0.06337057054042816, "wav2vec2.feature_projection.projection.weight": 57.40306854248047, "wav2vec2.feature_projection.projection.bias": 0.09402257204055786, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.10539326816797256, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.022377848625183105, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 682.3687744140625, "wav2vec2.encoder.layer_norm.weight": 0.10818926990032196, "wav2vec2.encoder.layer_norm.bias": 0.10277450084686279, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 85.84709167480469, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00012300594244152308, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 85.63848876953125, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.10055870562791824, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 86.84185791015625, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.11099983006715775, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 86.9065933227539, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.11430522799491882, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.10699601471424103, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.11299900710582733, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 348.7884521484375, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.45377975702285767, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 345.713134765625, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.11464320123195648, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.11438480019569397, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.11417672783136368, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 86.08184814453125, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00019899106700904667, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 87.18704986572266, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.11700084060430527, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 87.16545104980469, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.1057378277182579, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 86.57868194580078, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.10977625846862793, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.11419198662042618, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.1108134463429451, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 340.7033386230469, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.4410443603992462, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 333.75164794921875, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.10717436671257019, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.11294765025377274, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.10559692233800888, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 86.96753692626953, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00014954275684431195, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 85.78143310546875, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.10779435187578201, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 87.27095031738281, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.09937874972820282, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 86.91616821289062, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.10800337791442871, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.10870743542909622, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.1104072630405426, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 349.5916748046875, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.45523664355278015, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 360.582763671875, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.12379667162895203, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.11195088922977448, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.12639760971069336, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 86.78195190429688, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0002691191912163049, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 87.50003051757812, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.11180484294891357, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 87.47016906738281, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.11394836008548737, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 87.72227478027344, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.11657930910587311, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.11050073057413101, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.11638851463794708, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 352.1707763671875, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.4593450427055359, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 353.22027587890625, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.11851383745670319, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.11399491876363754, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.11520318686962128, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 87.10528564453125, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0003144351067021489, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 87.94532775878906, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.11299651861190796, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 87.38665008544922, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.10646071285009384, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 87.63062286376953, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.11160711944103241, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.11444486677646637, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.11240459978580475, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 350.654296875, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.44979506731033325, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 362.19927978515625, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.11998788267374039, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.12257005274295807, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.11980069428682327, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 87.7537612915039, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0002570172946434468, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 89.1729965209961, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.11759696900844574, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 87.64048767089844, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.11177137494087219, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 89.63848876953125, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.12402606010437012, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.11604434996843338, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.1279747486114502, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 360.09033203125, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.4704521894454956, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 376.66278076171875, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.13602864742279053, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.12622319161891937, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.13599413633346558, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 88.19147491455078, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0002862195251509547, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 90.45384216308594, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.12681522965431213, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 88.26240539550781, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.11414442211389542, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 90.8491439819336, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.12861217558383942, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.11919303983449936, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.131597638130188, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 356.2816162109375, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.4578297734260559, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 376.170166015625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.14580565690994263, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.12457931041717529, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.14800001680850983, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 89.06194305419922, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00031703172135166824, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 92.12529754638672, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.13640305399894714, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 88.4994125366211, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.11316517740488052, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 92.22313690185547, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.14192794263362885, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.12077133357524872, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.14299297332763672, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 354.9953308105469, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.469199538230896, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 368.61279296875, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.1345759481191635, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.12179388850927353, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.14199504256248474, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 88.33285522460938, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00036133488174527884, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 93.11550903320312, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.13559174537658691, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 87.71007537841797, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.11036475002765656, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 92.16586303710938, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.1397935152053833, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.11961715668439865, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.14279451966285706, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 364.6708984375, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.4903270900249481, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 391.96533203125, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.14238744974136353, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.13098713755607605, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.14834988117218018, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 91.91419982910156, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0003623556694947183, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 97.7483901977539, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.14479386806488037, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 91.09136962890625, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.1325332373380661, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 97.49349975585938, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.1523982584476471, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.1329968124628067, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.15739478170871735, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 391.8749694824219, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.564466118812561, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 484.75714111328125, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.19879072904586792, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.14916741847991943, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.1997961401939392, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 99.48269653320312, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0006559304893016815, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 110.76715087890625, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.18554867804050446, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 93.62274169921875, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.14737552404403687, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 102.40042877197266, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.16659945249557495, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.13320031762123108, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.1759972721338272, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 398.56439208984375, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.5729385614395142, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 438.3650817871094, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.18577875196933746, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.13400492072105408, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.20719143748283386, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 89.765869140625, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.007109863683581352, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 123.56746673583984, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.20299048721790314, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 89.93975830078125, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.12064102292060852, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 111.20838165283203, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.206768199801445, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.16118484735488892, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.20335786044597626, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 430.51531982421875, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.7219326496124268, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 727.8472290039062, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.2633691132068634, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.2221669703722, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.2747924327850342, "lm_head.weight": 6.583453178405762, "lm_head.bias": 0.012157691642642021}, "total_model_change": 15064.022276116302}, {"category": "age", "category_class": "seniors", "speaker_id": 74, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.13341468572616577, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.0108481645584106, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.09285986423492432, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.08619053661823273, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 143.43917846679688, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 145.51516723632812, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 143.79672241210938, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 140.60745239257812, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 90.522216796875, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 90.06842041015625, "wav2vec2.feature_projection.layer_norm.weight": 0.09596589207649231, "wav2vec2.feature_projection.layer_norm.bias": 0.08055711537599564, "wav2vec2.feature_projection.projection.weight": 72.21128845214844, "wav2vec2.feature_projection.projection.bias": 0.1273380070924759, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.1370544135570526, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.028943121433258057, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 833.994384765625, "wav2vec2.encoder.layer_norm.weight": 0.13695083558559418, "wav2vec2.encoder.layer_norm.bias": 0.1297474503517151, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 107.89107513427734, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00012720689119305462, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 106.42683410644531, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.12513118982315063, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 108.62419128417969, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.1384984403848648, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 108.59622192382812, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.14151272177696228, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.13815446197986603, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.13897252082824707, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 434.615234375, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.5710254907608032, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 436.0453186035156, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.14474758505821228, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.14056193828582764, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.14396287500858307, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 107.4902114868164, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00020353465515654534, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 108.59967041015625, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.1417834609746933, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 108.40728759765625, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.1349291056394577, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 108.71912384033203, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.13975375890731812, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.14054033160209656, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.1409965306520462, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 424.3377685546875, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.5485897064208984, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 422.8994140625, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.14012683928012848, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.14132729172706604, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.14077450335025787, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 108.06962585449219, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00016218893870245665, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 107.97379302978516, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.13818544149398804, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 108.48191833496094, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.1324910819530487, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 109.19377136230469, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.1413733959197998, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.14028248190879822, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.14284372329711914, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 434.4729309082031, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.5733938217163086, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 447.14599609375, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.15335778892040253, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.13689588010311127, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.15518608689308167, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 108.44966125488281, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0002954406081698835, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 110.49075317382812, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.14737485349178314, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 108.990966796875, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.14292731881141663, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 110.26800537109375, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.14894238114356995, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.13826534152030945, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.14657250046730042, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 439.9548034667969, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.5797810554504395, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 444.61541748046875, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.1512780636548996, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.14397917687892914, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.14760059118270874, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 108.82795715332031, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00035510543966665864, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 110.10812377929688, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.14238578081130981, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 109.17279815673828, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.1406889110803604, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 110.16912841796875, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.14597001671791077, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.14591240882873535, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.14857368171215057, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 436.80126953125, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.5649489760398865, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 449.09356689453125, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.15110547840595245, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.1493464857339859, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.1491948515176773, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 109.35472106933594, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.000275382655672729, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 111.406494140625, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.14917823672294617, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 109.01476287841797, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.14456212520599365, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 111.85737609863281, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.15500956773757935, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.14601963758468628, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.15934476256370544, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 444.0111999511719, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.5836923122406006, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 461.3460693359375, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.16621284186840057, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.15641218423843384, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.16658830642700195, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 109.52384948730469, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.000295725476462394, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 112.55721282958984, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.1613723188638687, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 109.51976776123047, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.14611202478408813, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 113.60147094726562, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.16639022529125214, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.14666888117790222, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.16762758791446686, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 442.6772155761719, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.580776572227478, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 470.7394714355469, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.18577997386455536, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.1583617776632309, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.18599626421928406, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 111.15323638916016, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.000336995639372617, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 115.51663208007812, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.17537707090377808, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 110.22655487060547, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.14613205194473267, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 115.87914276123047, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.1779048889875412, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.15014012157917023, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.1781880408525467, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 440.1935729980469, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.5864090919494629, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 461.00994873046875, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.17635256052017212, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.15616929531097412, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.17939139902591705, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 111.13555145263672, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0003778552054427564, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 116.9211196899414, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.169380322098732, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 110.451416015625, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.14641234278678894, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 115.85757446289062, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.17517904937267303, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.15314137935638428, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.1781759262084961, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 455.2501220703125, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.623039722442627, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 488.93402099609375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.180157870054245, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.1601652354001999, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.18234603106975555, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 115.546630859375, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00041437381878495216, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 122.33326721191406, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.18058326840400696, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 114.32292938232422, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.1659846007823944, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 122.2152099609375, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.18914972245693207, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.16355176270008087, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.1955718994140625, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 491.0507507324219, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.7141412496566772, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 602.2640991210938, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.2409730851650238, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.18275488913059235, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.24519464373588562, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 122.90718078613281, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0007012337446212769, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 136.78009033203125, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.22570191323757172, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 116.15176391601562, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.18343804776668549, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 127.55180358886719, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.20575816929340363, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.1669856458902359, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.21539472043514252, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 494.01995849609375, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.7192546129226685, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 537.1690673828125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.22716456651687622, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.17139622569084167, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.24919287860393524, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 108.76617431640625, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.007895920425653458, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 151.2129669189453, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.24115559458732605, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 107.29685974121094, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.14694952964782715, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 138.00894165039062, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.23954728245735168, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.1991681456565857, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.239151269197464, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 538.6326904296875, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.8746028542518616, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 894.1112670898438, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.320149302482605, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.27495428919792175, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.33499109745025635, "lm_head.weight": 8.286452293395996, "lm_head.bias": 0.015157584100961685}, "total_model_change": 18737.624021840296}, {"category": "age", "category_class": "seniors", "speaker_id": 586, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.1345008909702301, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.0288918018341064, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.0903272032737732, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.08179041743278503, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 145.52420043945312, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 145.94676208496094, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 142.65882873535156, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 139.0986785888672, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 88.78652954101562, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 87.5970458984375, "wav2vec2.feature_projection.layer_norm.weight": 0.09617835283279419, "wav2vec2.feature_projection.layer_norm.bias": 0.0745602697134018, "wav2vec2.feature_projection.projection.weight": 72.4209213256836, "wav2vec2.feature_projection.projection.bias": 0.12020926177501678, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.13353131711483002, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.025828905403614044, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 847.96533203125, "wav2vec2.encoder.layer_norm.weight": 0.1359751671552658, "wav2vec2.encoder.layer_norm.bias": 0.12379639595746994, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 108.7176742553711, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00013661863340530545, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 105.76219177246094, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.12295817583799362, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 109.19338989257812, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.13552910089492798, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 107.74531555175781, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.1385268270969391, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.1343884915113449, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.134791299700737, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 435.5846862792969, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.5572779178619385, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 438.33251953125, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.1442764699459076, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.14578163623809814, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.1449768990278244, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 108.68817901611328, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00023509595484938473, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 109.12327575683594, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.1432013213634491, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 109.10198974609375, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.14147628843784332, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 108.70639038085938, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.13460025191307068, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.14256662130355835, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.14140824973583221, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 427.62213134765625, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.5561846494674683, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 421.3597717285156, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.1353893280029297, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.1397743672132492, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.13583292067050934, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 108.79777526855469, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00018389421165920794, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 107.8702392578125, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.13339664041996002, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 109.15350341796875, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.12842950224876404, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 109.90470886230469, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.1422010362148285, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.14069326221942902, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.1424555629491806, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 436.33251953125, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.5641865134239197, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 446.9117431640625, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.14800319075584412, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.1339130401611328, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.15079253911972046, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 109.23686218261719, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00032777118030935526, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 110.81903076171875, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.14499714970588684, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 109.49311828613281, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.14923110604286194, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 110.71321868896484, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.15017768740653992, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.13589724898338318, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.14379821717739105, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 448.48046875, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.5975760817527771, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 450.2432556152344, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.1536967158317566, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.14540992677211761, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.148410826921463, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 108.96092224121094, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0004094618489034474, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 109.76091003417969, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.13999760150909424, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 109.66618347167969, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.13927018642425537, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 109.57645416259766, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.14079686999320984, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.14584851264953613, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.14657041430473328, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 436.126708984375, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.5554091930389404, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 442.70245361328125, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.14318229258060455, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.14521783590316772, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.14200091361999512, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 109.96341705322266, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00032503961119800806, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 110.87872314453125, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.14379586279392242, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 109.65190124511719, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.14586618542671204, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 110.96214294433594, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.14919348061084747, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.14283764362335205, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.1555480659008026, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 443.5521240234375, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.5827800035476685, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 453.8646240234375, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.15642939507961273, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.14723239839076996, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.15679585933685303, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 109.64677429199219, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00033338682260364294, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 111.73072814941406, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.1556045413017273, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 109.60554504394531, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.14725041389465332, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 111.92124938964844, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.15621143579483032, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.1452937126159668, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.15584486722946167, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 440.77789306640625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.5707354545593262, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 458.5536193847656, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.16918158531188965, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.15177595615386963, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.16840046644210815, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 111.40629577636719, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.000364018720574677, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 113.66101837158203, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.16678427159786224, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 110.5741195678711, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.13949495553970337, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 113.95362854003906, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.17251402139663696, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.14537370204925537, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.17239989340305328, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 444.89404296875, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.5848780870437622, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 457.9235534667969, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.17037947475910187, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.15537741780281067, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.17679423093795776, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 111.77450561523438, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00040364835876971483, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 115.894775390625, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.16640529036521912, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 111.26551818847656, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.14989563822746277, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 114.22122192382812, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.16879740357398987, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.15378564596176147, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.16918691992759705, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 457.23565673828125, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.6257694959640503, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 491.9906921386719, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.1821717470884323, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.1551993489265442, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.18715119361877441, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 115.9169921875, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0004308359930291772, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 121.14990997314453, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.18038251996040344, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 113.5035171508789, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.1698342263698578, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 120.690185546875, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.18577587604522705, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.15716762840747833, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.19097651541233063, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 485.2908630371094, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.6986639499664307, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 594.6355590820312, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.23857742547988892, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.18097275495529175, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.24179616570472717, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 122.11883544921875, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0007794015109539032, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 135.13719177246094, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.22032618522644043, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 114.963134765625, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.1801217794418335, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 126.65802001953125, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.2043689489364624, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.16440506279468536, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.21319979429244995, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 490.280029296875, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.7062190771102905, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 533.3854370117188, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.21400746703147888, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.16360372304916382, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.22599369287490845, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 113.16768646240234, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.009054617956280708, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 139.12164306640625, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.21880772709846497, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 112.47464752197266, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.1517324149608612, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 131.78402709960938, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.22598949074745178, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.18680430948734283, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.2225600630044937, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 496.8430480957031, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.7574352622032166, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 770.2890625, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.2752065658569336, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.2441999912261963, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.28079289197921753, "lm_head.weight": 9.326531410217285, "lm_head.bias": 0.017546843737363815}, "total_model_change": 18542.42566117199}, {"category": "age", "category_class": "seniors", "speaker_id": 740, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.16175413131713867, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.1691181659698486, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.1129622608423233, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.10218610614538193, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 169.33274841308594, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 167.7373809814453, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 165.00140380859375, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 163.3824005126953, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 105.97109985351562, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 105.01712799072266, "wav2vec2.feature_projection.layer_norm.weight": 0.11016884446144104, "wav2vec2.feature_projection.layer_norm.bias": 0.09374037384986877, "wav2vec2.feature_projection.projection.weight": 84.97146606445312, "wav2vec2.feature_projection.projection.bias": 0.14813624322414398, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.1574142873287201, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03095480054616928, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 971.5936279296875, "wav2vec2.encoder.layer_norm.weight": 0.16195282340049744, "wav2vec2.encoder.layer_norm.bias": 0.1529458910226822, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 125.95491027832031, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00014589924830943346, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 124.32861328125, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.14911817014217377, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 127.19510650634766, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.16151288151741028, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 125.88487243652344, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.16051779687404633, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.16153253614902496, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.15588250756263733, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 505.1690368652344, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.6504786014556885, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 502.28656005859375, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.16429179906845093, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.16652195155620575, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.1645592451095581, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 126.06044006347656, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0002400923112872988, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 126.81874084472656, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.16378608345985413, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 126.62924194335938, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.15844635665416718, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 126.6973648071289, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.16011473536491394, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.16751448810100555, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.16438204050064087, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 496.08526611328125, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.6523107290267944, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 491.9701843261719, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.16175106167793274, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.1635349988937378, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.16151435673236847, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 126.66598510742188, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00018540711607784033, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 126.07527160644531, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.15836288034915924, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 126.94547271728516, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.1585075557231903, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 128.28013610839844, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.16677668690681458, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.16746151447296143, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.16952553391456604, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 504.5923767089844, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.6522293090820312, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 520.1244506835938, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.1781146228313446, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.15887346863746643, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.1817837357521057, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 126.11775207519531, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0003278808726463467, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 129.10208129882812, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.17057794332504272, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 126.94313049316406, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.16911786794662476, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 129.17770385742188, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.17472055554389954, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.16506613790988922, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.17196469008922577, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 516.5460815429688, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.6830272674560547, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 535.4342651367188, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.1868712306022644, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.16997604072093964, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.18099716305732727, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 127.53925323486328, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0004091377486474812, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 129.63658142089844, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.1755470186471939, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 127.4486083984375, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.16802120208740234, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 129.29933166503906, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.17730440199375153, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.17071521282196045, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.17910556495189667, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 512.508056640625, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.664756715297699, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 531.5549926757812, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.1844419687986374, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.17815124988555908, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.18417686223983765, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 127.96009826660156, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00032769187237136066, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 131.33416748046875, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.18117760121822357, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 127.19457244873047, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.1756541132926941, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 131.32366943359375, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.18550223112106323, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.17320138216018677, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.1923084855079651, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 523.709716796875, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.6972078680992126, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 552.8667602539062, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.2022070586681366, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.18493016064167023, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.20418202877044678, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 127.19883728027344, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00034117171890102327, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 132.97605895996094, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.19799554347991943, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 126.7983169555664, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.17282184958457947, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 133.6497802734375, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.19815503060817719, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.17386317253112793, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.19981828331947327, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 517.5224609375, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.6843324899673462, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 552.005615234375, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.21755585074424744, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.186972975730896, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.21759280562400818, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 129.2227783203125, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0003702026151586324, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 135.19827270507812, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.2051767110824585, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 128.1378173828125, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.16809582710266113, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 136.26084899902344, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.2151012420654297, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.17731685936450958, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.2143852710723877, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 518.2955322265625, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.6975898742675781, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 544.4600830078125, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.21635541319847107, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.19276106357574463, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.21919214725494385, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 131.15087890625, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00040469173109158874, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 139.2699737548828, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.2077847570180893, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 130.0940704345703, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.1871534287929535, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 136.8895721435547, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.2085675299167633, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.18349167704582214, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.2081703245639801, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 530.65185546875, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.7312673330307007, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 575.26806640625, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.2177470624446869, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.18495774269104004, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.22234639525413513, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 133.55227661132812, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00043924973579123616, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 139.94776916503906, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.20677456259727478, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 130.83392333984375, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.1914990246295929, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 139.45028686523438, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.20914801955223083, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.18194971978664398, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.21693123877048492, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 566.9326171875, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.812131404876709, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 679.7935791015625, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.2669600546360016, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.20596009492874146, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.2701953947544098, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 140.1980743408203, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0008217282593250275, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 154.28817749023438, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.24670681357383728, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 134.36773681640625, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.2089698612689972, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 147.3050537109375, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.23274609446525574, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.1915847659111023, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.24918213486671448, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 571.6224365234375, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.8244335651397705, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 621.0135498046875, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.250966340303421, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.1919138878583908, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.2593756318092346, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 129.46275329589844, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.010011802427470684, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 161.35023498535156, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.25198236107826233, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 124.06507110595703, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.17096586525440216, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 152.50277709960938, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.25595414638519287, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.2131379395723343, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.25515395402908325, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 588.9576416015625, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.9140410423278809, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 945.148193359375, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.3369579017162323, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.2901601195335388, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.34939053654670715, "lm_head.weight": 11.021068572998047, "lm_head.bias": 0.020546406507492065}, "total_model_change": 21713.160111603764}, {"category": "age", "category_class": "seniors", "speaker_id": 818, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.16571946442127228, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.1919437646865845, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.1200600266456604, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.10338783264160156, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 171.51914978027344, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 169.4791259765625, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 166.2750244140625, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 162.8769989013672, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 107.12742614746094, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 107.63678741455078, "wav2vec2.feature_projection.layer_norm.weight": 0.11137846112251282, "wav2vec2.feature_projection.layer_norm.bias": 0.10135586559772491, "wav2vec2.feature_projection.projection.weight": 85.26736450195312, "wav2vec2.feature_projection.projection.bias": 0.15221238136291504, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.16027036309242249, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03222095966339111, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 993.315673828125, "wav2vec2.encoder.layer_norm.weight": 0.15937259793281555, "wav2vec2.encoder.layer_norm.bias": 0.15918225049972534, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 127.37825012207031, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00014624453615397215, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 126.41084289550781, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.1527509093284607, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 128.1534881591797, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.16707947850227356, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 127.31440734863281, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.16632676124572754, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.1605544537305832, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.16150754690170288, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 508.1334228515625, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.6485799551010132, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 507.5877685546875, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.16641320288181305, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.16657117009162903, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.16357234120368958, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 126.92896270751953, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00024105185002554208, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 126.62688446044922, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.15600848197937012, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 127.14435577392578, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.1528383046388626, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 127.57111358642578, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.162757009267807, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.17135144770145416, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.1642191857099533, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 499.3811340332031, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.6594560146331787, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 492.214111328125, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.15798336267471313, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.15941070020198822, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.15913383662700653, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 127.60067749023438, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00019063086074311286, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 125.85295104980469, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.1595817655324936, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 127.6715087890625, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.15909236669540405, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 127.45932006835938, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.15861156582832336, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.16467192769050598, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.1611420214176178, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 502.6692810058594, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.6433808207511902, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 503.8943786621094, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.1669512838125229, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.15569907426834106, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.17218375205993652, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 125.91905212402344, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00032707088394090533, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 127.51333618164062, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.15858814120292664, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 127.37861633300781, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.16554531455039978, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 127.59034729003906, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.16180160641670227, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.16120728850364685, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.16219854354858398, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 510.5821228027344, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.6659111976623535, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 517.8504638671875, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.17416095733642578, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.16720232367515564, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.1670084297657013, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 125.75165557861328, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00041075883200392127, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 127.05337524414062, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.16076254844665527, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 127.14856719970703, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.15439611673355103, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 127.47019958496094, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.16935774683952332, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.16832715272903442, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.1721298098564148, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 507.4729919433594, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.6569913625717163, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 512.0108642578125, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.16695202887058258, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.17277023196220398, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.1681830883026123, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 127.81450653076172, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0003355922526679933, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 128.42022705078125, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.15820543467998505, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 127.51415252685547, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.17110376060009003, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 128.37033081054688, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.16879363358020782, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.1652582883834839, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.17776858806610107, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 510.27093505859375, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.6731563806533813, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 517.4107055664062, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.17819635570049286, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.1720166802406311, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.17979295551776886, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 126.21114349365234, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0003344268770888448, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 129.13938903808594, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.17379912734031677, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 126.57007598876953, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.1652548760175705, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 129.05320739746094, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.17570529878139496, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.1672912985086441, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.17622265219688416, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 506.69012451171875, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.6533130407333374, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 519.1052856445312, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.1866295337677002, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.17138329148292542, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.1893947720527649, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 128.4340362548828, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0003793848445639014, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 130.97010803222656, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.18077147006988525, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 127.82156372070312, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.16121917963027954, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 130.8600616455078, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.19450446963310242, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.16952872276306152, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.1913987398147583, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 508.17486572265625, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.6721823811531067, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 513.9957885742188, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.19497358798980713, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.18137770891189575, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.19380274415016174, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 128.96099853515625, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0004086388507857919, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 130.70510864257812, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.18460482358932495, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 128.01712036132812, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.17103463411331177, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 129.4774932861328, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.1877880096435547, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.1769084334373474, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.18759194016456604, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 515.904296875, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.6921815872192383, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 536.469482421875, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.19696013629436493, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.17279863357543945, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.20135214924812317, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 132.48721313476562, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00045484642032533884, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 134.60940551757812, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.18838834762573242, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 130.7436981201172, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.18992285430431366, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 136.89942932128906, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.20353832840919495, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.17199605703353882, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.20993763208389282, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 562.638427734375, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.7977879047393799, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 676.8626708984375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.263393372297287, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.20736733078956604, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.26899683475494385, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 140.61489868164062, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0008384473621845245, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 152.553466796875, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.24375569820404053, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 133.774658203125, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.21340498328208923, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 146.58230590820312, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.23060329258441925, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.18700149655342102, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.24498923122882843, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 562.116455078125, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.79761803150177, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 601.0078125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.23519420623779297, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.18792104721069336, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.23959320783615112, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 133.84426879882812, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.011157291010022163, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 154.13731384277344, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.23714116215705872, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 129.08128356933594, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.17828045785427094, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 148.80592346191406, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.24678905308246613, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.21098430454730988, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.23736082017421722, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 557.9927368164062, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.8301466703414917, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 829.7360229492188, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.2941860556602478, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.26499682664871216, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.29719752073287964, "lm_head.weight": 12.112674713134766, "lm_head.bias": 0.02272765524685383}, "total_model_change": 21258.7928126794}, {"category": "age", "category_class": "seniors", "speaker_id": 84, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.18503238260746002, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.3438737392425537, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.1280752420425415, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.12798193097114563, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 190.83175659179688, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 190.32000732421875, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 187.33880615234375, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 184.81417846679688, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 121.82452392578125, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 123.29627990722656, "wav2vec2.feature_projection.layer_norm.weight": 0.12695848941802979, "wav2vec2.feature_projection.layer_norm.bias": 0.11833323538303375, "wav2vec2.feature_projection.projection.weight": 96.11483764648438, "wav2vec2.feature_projection.projection.bias": 0.17940741777420044, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.18153266608715057, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03777714818716049, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1093.8021240234375, "wav2vec2.encoder.layer_norm.weight": 0.1825558841228485, "wav2vec2.encoder.layer_norm.bias": 0.18476919829845428, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 141.95684814453125, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00015186451491899788, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 142.26759338378906, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.17791488766670227, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 143.19129943847656, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.19231721758842468, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 144.14736938476562, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.19311043620109558, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.18251968920230865, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.18400123715400696, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 569.0018310546875, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.7339935302734375, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 571.6405029296875, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.18952572345733643, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.1868661344051361, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.18716515600681305, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 141.766845703125, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00025151323643513024, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 142.54672241210938, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.17635846138000488, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 141.8627166748047, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.17471784353256226, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 143.9945068359375, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.18652331829071045, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.19150465726852417, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.18519803881645203, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 557.7431640625, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.734663724899292, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 555.4725952148438, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.18248029053211212, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.1816658079624176, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.18391288816928864, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 141.93772888183594, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00019354335381649435, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 141.8260955810547, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.17936542630195618, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 142.4553680419922, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.1786407232284546, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 143.14047241210938, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.177759051322937, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.18425466120243073, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.18053030967712402, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 561.8988037109375, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.7258085012435913, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 557.3599853515625, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.18108206987380981, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.1755446046590805, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.18357515335083008, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 141.45127868652344, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0003326332080177963, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 142.63626098632812, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.17675042152404785, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 142.58523559570312, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.18162165582180023, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 143.3195343017578, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.185939222574234, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.18045678734779358, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.18397156894207, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 572.961181640625, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.757136881351471, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 579.0196533203125, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.19766926765441895, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.18730993568897247, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.18996581435203552, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 140.97601318359375, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00043511451804079115, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 143.17269897460938, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.18253988027572632, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 142.7281494140625, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.18440575897693634, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 143.629638671875, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.19331607222557068, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.18829357624053955, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.19485846161842346, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 570.2297973632812, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.7440448999404907, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 578.4964599609375, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.19087693095207214, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.19311745464801788, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.19237440824508667, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 142.94393920898438, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0003610235871747136, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 144.52857971191406, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.1809656322002411, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 142.84085083007812, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.19512879848480225, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 144.02792358398438, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.18893331289291382, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.18340164422988892, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.1945405900478363, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 565.509765625, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.7457095384597778, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 560.6956176757812, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.1867678016424179, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.18499091267585754, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.18577836453914642, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 141.34368896484375, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00033890531631186604, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 143.4765167236328, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.18218788504600525, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 142.04310607910156, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.17927473783493042, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 143.57492065429688, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.1827448308467865, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.18606556951999664, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.1869966685771942, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 560.604736328125, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.7260244488716125, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 553.9345703125, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.18858417868614197, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.18514059484004974, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.18798743188381195, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 143.81832885742188, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0003927965008188039, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 145.20083618164062, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.18876340985298157, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 143.1356201171875, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.17647913098335266, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 145.4117431640625, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.20388227701187134, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.18770043551921844, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.19978713989257812, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 565.537841796875, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.7567995190620422, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 566.2609252929688, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.21255099773406982, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.20215952396392822, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.2155863493680954, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 143.89590454101562, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00041883671656250954, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 148.15533447265625, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.21177735924720764, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 143.47647094726562, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.19584989547729492, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 146.74444580078125, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.21135921776294708, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.19748848676681519, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.20757392048835754, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 577.1372680664062, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.7764359712600708, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 604.9154663085938, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.22473543882369995, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.19875912368297577, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.22634266316890717, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 147.67361450195312, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0004555615014396608, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 150.74383544921875, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.21257074177265167, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 145.75360107421875, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.21060910820960999, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 152.68466186523438, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.2215293049812317, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.19952285289764404, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.22940203547477722, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 623.20458984375, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.8792191743850708, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 741.12255859375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.28636592626571655, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.22655336558818817, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.29199111461639404, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 155.80062866210938, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0008264407515525818, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 168.7718505859375, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.2657463550567627, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 149.17095947265625, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.2339269369840622, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 162.9903106689453, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.25020167231559753, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.21078380942344666, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.26658308506011963, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 625.1980590820312, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.8855637311935425, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 665.451171875, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.25549185276031494, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.2105109542608261, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.26797425746917725, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 149.59085083007812, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.013187482953071594, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 171.76953125, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.2625163793563843, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 136.93338012695312, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.18911568820476532, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 165.7608642578125, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.2701677083969116, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.2329120934009552, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.2661336660385132, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 638.6422119140625, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.9783312082290649, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 994.9255981445312, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.3531326651573181, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.3107680678367615, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.36599406599998474, "lm_head.weight": 13.697307586669922, "lm_head.bias": 0.02552713081240654}, "total_model_change": 23764.872542732308}, {"category": "age", "category_class": "seniors", "speaker_id": 900, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.19154919683933258, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.3020776510238647, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.1317097395658493, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.12599554657936096, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 192.02096557617188, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 191.03781127929688, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 191.13784790039062, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 186.7139434814453, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 122.56536865234375, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 123.96702575683594, "wav2vec2.feature_projection.layer_norm.weight": 0.12937235832214355, "wav2vec2.feature_projection.layer_norm.bias": 0.12094712257385254, "wav2vec2.feature_projection.projection.weight": 96.0145034790039, "wav2vec2.feature_projection.projection.bias": 0.1828630268573761, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.18064963817596436, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03364671766757965, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1115.10888671875, "wav2vec2.encoder.layer_norm.weight": 0.18997207283973694, "wav2vec2.encoder.layer_norm.bias": 0.18319502472877502, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 143.09478759765625, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00015566012007184327, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 142.56625366210938, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.17774224281311035, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 144.21629333496094, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.19283103942871094, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 144.16159057617188, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.1903153955936432, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.18057718873023987, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.18165576457977295, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 574.1382446289062, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.74932861328125, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 578.5006713867188, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.19353899359703064, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.18629682064056396, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.18737301230430603, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 143.30661010742188, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0002616339479573071, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 143.15591430664062, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.1748005449771881, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 143.3233184814453, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.17932507395744324, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 145.60488891601562, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.19233840703964233, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.18953990936279297, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.18782104551792145, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 566.11083984375, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.7535783052444458, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 570.219970703125, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.18793466687202454, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.18153950572013855, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.18654945492744446, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 143.70339965820312, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00020121975103393197, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 144.13282775878906, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.1837826669216156, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 144.06668090820312, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.1836223602294922, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 145.60243225097656, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.18341663479804993, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.18236395716667175, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.18395717442035675, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 564.918701171875, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.7186349034309387, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 559.5244750976562, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.17974156141281128, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.17239056527614594, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.18278273940086365, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 142.59271240234375, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00033705407986417413, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 144.3551788330078, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.18176579475402832, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 143.765625, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.1800699234008789, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 144.836181640625, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.18898236751556396, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.17544737458229065, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.18499943614006042, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 578.89892578125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.7646173238754272, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 582.2105102539062, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.197933167219162, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.18716421723365784, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.1901707649230957, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 141.3695526123047, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00045285423402674496, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 144.29725646972656, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.1797507107257843, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 143.77005004882812, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.18972474336624146, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 144.52352905273438, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.193192720413208, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.18723618984222412, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.19657227396965027, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 574.407470703125, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.7455576658248901, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 580.814697265625, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.18758749961853027, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.19177186489105225, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.19117896258831024, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 143.7324981689453, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00036791377351619303, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 145.4840087890625, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.17479872703552246, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 143.79632568359375, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.19234687089920044, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 144.5265350341797, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.18136930465698242, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.18487288057804108, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.1868065595626831, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 566.5283203125, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.7508704662322998, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 545.1304931640625, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.17344515025615692, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.17641817033290863, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.1683977097272873, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 142.03140258789062, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0003454475081525743, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 142.94210815429688, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.16700883209705353, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 142.91372680664062, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.17873069643974304, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 143.146240234375, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.1678125560283661, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.17808014154434204, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.17402052879333496, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 559.469970703125, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.7204629182815552, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 533.77587890625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.16582827270030975, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.17217577993869781, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.16279883682727814, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 144.13868713378906, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0004016847815364599, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 144.26370239257812, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.17338323593139648, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 143.73696899414062, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.17215889692306519, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 143.20938110351562, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.18230345845222473, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.18312133848667145, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.1782071441411972, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 562.8717041015625, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.7341042757034302, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 554.8297729492188, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.1995484083890915, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.1919652819633484, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.20258492231369019, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 143.03382873535156, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00042015104554593563, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 145.84585571289062, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.20918317139148712, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 143.1520233154297, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.1886799931526184, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 144.1905517578125, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.20077721774578094, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.19589586555957794, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.19639484584331512, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 574.496826171875, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.7644290924072266, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 583.2474975585938, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.20916609466075897, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.1907808482646942, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.21575713157653809, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 144.95347595214844, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0004481850191950798, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 146.8032989501953, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.19802549481391907, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 144.33819580078125, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.20051023364067078, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 150.12588500976562, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.2167632132768631, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.19339369237422943, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.22100824117660522, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 615.482666015625, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.8520107269287109, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 722.502197265625, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.27417469024658203, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.22096183896064758, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.28118085861206055, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 154.64649963378906, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0008364394307136536, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 165.6808319091797, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.25635600090026855, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 148.80404663085938, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.23118922114372253, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 160.50381469726562, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.24481672048568726, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.20718978345394135, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.2542016804218292, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 620.4005737304688, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.8684067726135254, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 654.3126831054688, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.24317067861557007, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.2045269012451172, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.24859903752803802, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 150.88427734375, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.013201240450143814, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 163.24151611328125, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.2455635368824005, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 138.699951171875, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.1888151317834854, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 161.83082580566406, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.25737863779067993, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.22399592399597168, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.25234073400497437, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 623.18408203125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.9093432426452637, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 903.4485473632812, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.31883007287979126, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.289985328912735, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.32739558815956116, "lm_head.weight": 15.289290428161621, "lm_head.bias": 0.028521891683340073}, "total_model_change": 23621.653161356313}] |