wav2vec2-weight-and-cosine-changes-age / weight_changes_children.json
HamdanXI's picture
Upload weight_changes_children.json with huggingface_hub
aadd54e verified
[{"category": "age", "category_class": "children", "speaker_id": 72, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.07666049897670746, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.5103278160095215, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.0511857271194458, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.05119757354259491, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 78.22784423828125, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 78.42742919921875, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 78.49037170410156, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 78.54090881347656, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 52.404022216796875, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 52.41022872924805, "wav2vec2.feature_projection.layer_norm.weight": 0.05118441581726074, "wav2vec2.feature_projection.layer_norm.bias": 0.051183879375457764, "wav2vec2.feature_projection.projection.weight": 39.258445739746094, "wav2vec2.feature_projection.projection.bias": 0.07678023725748062, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.07675369083881378, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.012801386415958405, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 454.4618225097656, "wav2vec2.encoder.layer_norm.weight": 0.07678849250078201, "wav2vec2.encoder.layer_norm.bias": 0.07679308205842972, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 58.50121307373047, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 5.9236677770968527e-05, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 58.81893539428711, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.0767919272184372, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 58.54104232788086, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.07655821740627289, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 58.835609436035156, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.07678886502981186, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.07679067552089691, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.0767897292971611, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 234.1514129638672, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.3065131604671478, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 234.3197021484375, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.07677741348743439, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.07678670436143875, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.07679433375597, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 58.537879943847656, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00013037383905611932, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 58.83888626098633, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.0767928957939148, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 58.556095123291016, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.07670779526233673, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 58.85553741455078, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.07679340988397598, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.07678290456533432, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.0767935961484909, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 230.99710083007812, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.30238863825798035, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 230.90089416503906, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.07678013294935226, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.07678666710853577, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.0767967477440834, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 58.57350158691406, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 9.532324475003406e-05, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 58.84347915649414, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.07679376751184464, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 58.596527099609375, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.07672494649887085, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 58.8531494140625, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.07677646726369858, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.07678147405385971, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.07679165154695511, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 233.03585815429688, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.30474141240119934, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 233.1874542236328, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.07679050415754318, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.07679148018360138, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.07679077237844467, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 58.6118278503418, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00015661005454603583, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 58.85789489746094, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.0767928883433342, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 58.62685012817383, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.07673519849777222, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 58.86958694458008, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.07678885012865067, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.07677800208330154, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.0767921581864357, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 234.13287353515625, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.3056891858577728, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 234.23109436035156, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.07678967714309692, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.07679234445095062, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.0767926573753357, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 58.67344665527344, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00026339717442169785, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 58.870628356933594, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.07679316401481628, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 58.65900421142578, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.07673077285289764, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 58.87700653076172, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.07678766548633575, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.0767773762345314, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.07679148763418198, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 234.6840057373047, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.30642402172088623, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 234.8048553466797, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.07679338753223419, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.07679064571857452, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.0767986997961998, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 58.66192626953125, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00014575218665413558, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 58.87507629394531, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.07679680734872818, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 58.63972091674805, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.07675675302743912, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 58.89291763305664, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.07679320126771927, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.07678908109664917, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.07679116725921631, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 233.62557983398438, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.30585142970085144, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 232.6180877685547, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.07679188996553421, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.076791912317276, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.07679927349090576, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 58.72804260253906, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00013153362669982016, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 58.89585876464844, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.07679599523544312, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 58.70927429199219, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.0767478197813034, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 58.90393829345703, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.07679418474435806, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.07677571475505829, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.07679286599159241, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 233.72903442382812, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.306124210357666, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 232.3129425048828, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.07679422199726105, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.0767904669046402, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.0767994299530983, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 58.71287155151367, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0001054932945407927, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 58.88753128051758, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.07679511606693268, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 58.69187545776367, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.07675496488809586, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 58.891563415527344, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.07678264379501343, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.07679124176502228, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.07679545879364014, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 234.6025390625, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.3066480755805969, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 234.48089599609375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.07679404318332672, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.07677073776721954, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.07679832726716995, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 58.62816619873047, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0001228206092491746, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 58.877864837646484, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.07678840309381485, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 58.61701965332031, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.07675252854824066, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 58.873050689697266, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.0767923891544342, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.076787069439888, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.07679758965969086, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 234.7818145751953, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.30697113275527954, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 235.19639587402344, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.07679183781147003, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.07679004967212677, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.07679835706949234, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 58.85283660888672, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.000446592690423131, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 58.830753326416016, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.07679510116577148, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 58.15422821044922, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.0767001360654831, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 58.86857223510742, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.07679396867752075, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.07678878307342529, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.07679744064807892, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 234.1642608642578, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.3068006634712219, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 234.27822875976562, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.0767715722322464, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.07679501920938492, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.07679815590381622, "lm_head.weight": 2.2638022899627686, "lm_head.bias": 0.0029989099130034447}, "cosine_similarity_per_layer": {"wav2vec2.masked_spec_embed": 1.0, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.9999995231628418, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.9999998807907104, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.9994408488273621, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 1.0000287294387817, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 1.0000331401824951, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 1.0000300407409668, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 1.0000258684158325, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 1.0000077486038208, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 0.9999905824661255, "wav2vec2.feature_projection.layer_norm.weight": 1.000000238418579, "wav2vec2.feature_projection.layer_norm.bias": 0.9999992847442627, "wav2vec2.feature_projection.projection.weight": 0.9999998807907104, "wav2vec2.feature_projection.projection.bias": 0.9999998211860657, "wav2vec2.encoder.pos_conv_embed.conv.bias": 1.0, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.9999999403953552, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1.0002466440200806, "wav2vec2.encoder.layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layer_norm.bias": 0.999998927116394, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 1.0000039339065552, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 1.0000001192092896, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 1.0000048875808716, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.9999403357505798, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 1.000004768371582, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.9999998807907104, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 1.0000022649765015, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.9999909400939941, "wav2vec2.encoder.layers.0.layer_norm.weight": 1.0, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.9999995231628418, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 1.000101923942566, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.9999992847442627, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 1.000076174736023, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.9999990463256836, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 1.0, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.9999977350234985, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 1.0000054836273193, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 1.0000001192092896, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 1.0000028610229492, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.9999847412109375, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 1.0000033378601074, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.9999999403953552, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 1.0000032186508179, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.9999982118606567, "wav2vec2.encoder.layers.1.layer_norm.weight": 1.0000001192092896, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.9999998807907104, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 1.0000824928283691, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.9999984502792358, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 1.0000838041305542, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.9999976754188538, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.9999999403953552, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.999998927116394, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 1.0000025033950806, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 1.0000001192092896, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 1.000002145767212, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.9999894499778748, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 1.0000032186508179, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.9999998807907104, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 1.0000007152557373, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.9999979734420776, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.9999998807907104, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 1.0000927448272705, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.9999974966049194, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 1.0000783205032349, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.9999979138374329, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.9999999403953552, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.9999991655349731, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 1.0000032186508179, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.9999998807907104, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 0.9999994039535522, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.9999944567680359, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 1.0000040531158447, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.9999998807907104, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 1.0000035762786865, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.9999986886978149, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.9999998211860657, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 1.0000892877578735, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.9999971389770508, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 1.0000832080841064, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.9999964237213135, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.9999991655349731, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 1.000004768371582, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 1.0000001192092896, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 1.0000040531158447, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.9999966621398926, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 1.0000040531158447, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.9999998807907104, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 1.000005841255188, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.9999985694885254, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layers.4.layer_norm.bias": 1.0, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 1.0000855922698975, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.9999970197677612, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 1.0000948905944824, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.9999972581863403, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.9999990463256836, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 1.0000016689300537, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.9999999403953552, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 1.0000014305114746, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.9999959468841553, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 1.0000033378601074, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.9999997615814209, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 1.0000050067901611, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.9999977350234985, "wav2vec2.encoder.layers.6.layer_norm.weight": 1.0, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.9999998807907104, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 1.0000907182693481, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.9999977350234985, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 1.0001178979873657, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.9999987483024597, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.9999999403953552, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.9999994039535522, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 1.0000016689300537, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 1.0000001192092896, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 1.0000030994415283, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.9999968409538269, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 1.0000028610229492, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 1.0, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 1.000006079673767, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.9999974370002747, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layers.7.layer_norm.bias": 1.0, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 1.000090479850769, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.9999982118606567, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 1.0001137256622314, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.9999990463256836, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 1.0, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.9999995231628418, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 1.0000030994415283, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 1.0, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 1.0000059604644775, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.9999961256980896, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 1.0000033378601074, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.9999999403953552, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 1.0000044107437134, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.9999961256980896, "wav2vec2.encoder.layers.8.layer_norm.weight": 1.0, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.9999999403953552, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 1.0000942945480347, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.9999988675117493, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 1.000101923942566, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.9999995231628418, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 1.0, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.9999994039535522, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 1.0000035762786865, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 1.0, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 1.0000025033950806, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.999997615814209, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 1.0000042915344238, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.9999997615814209, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 0.9999990463256836, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.9999986886978149, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.9999998211860657, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.9999999403953552, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 1.0000922679901123, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.9999989867210388, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 1.0000770092010498, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.9999992251396179, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 1.0, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.9999992251396179, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 1.0000030994415283, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 1.0000003576278687, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 0.9999998211860657, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.9999970197677612, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 1.0000064373016357, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.9999998807907104, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 1.0000009536743164, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.9999988675117493, "wav2vec2.encoder.layers.11.layer_norm.weight": 1.0, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.9999997019767761, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 1.0000792741775513, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.9999994039535522, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1.0000895261764526, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.9999993443489075, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 1.0, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.9999986886978149, "lm_head.weight": 0.9999996423721313, "lm_head.bias": 1.0}, "total_model_change": 7948.628061455151}, {"category": "age", "category_class": "children", "speaker_id": 1216, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.07425597310066223, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.5151156783103943, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.05450579151511192, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.059802696108818054, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 77.90397644042969, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 81.10552978515625, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 78.41364288330078, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 76.85713195800781, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 46.19401931762695, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 46.72731399536133, "wav2vec2.feature_projection.layer_norm.weight": 0.04819905757904053, "wav2vec2.feature_projection.layer_norm.bias": 0.039009012281894684, "wav2vec2.feature_projection.projection.weight": 37.99679946899414, "wav2vec2.feature_projection.projection.bias": 0.0668131485581398, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.0654173195362091, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.01504257321357727, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 448.89862060546875, "wav2vec2.encoder.layer_norm.weight": 0.07080068439245224, "wav2vec2.encoder.layer_norm.bias": 0.062399670481681824, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 57.08216094970703, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00010306973126716912, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 55.95136260986328, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.06580736488103867, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 58.22195053100586, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.06276935338973999, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 56.21898651123047, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.06419876962900162, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.0731980949640274, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.06519018113613129, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 232.95213317871094, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.2983162999153137, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 215.0304412841797, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.061800505965948105, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.07639303803443909, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.06379170715808868, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 57.94495391845703, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00017858615319710225, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 57.46468734741211, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.07239530235528946, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 58.45683288574219, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.08214730769395828, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 58.18809509277344, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.07359668612480164, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.07782065123319626, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.07460031658411026, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 230.57730102539062, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.3034093976020813, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 223.36972045898438, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.07079707086086273, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.07939302921295166, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.07159862667322159, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 58.34440612792969, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00011047590669477358, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 57.18996810913086, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.06940827518701553, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 58.54531478881836, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.07500772923231125, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 57.940032958984375, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.07141556590795517, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.07339988648891449, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.07119841873645782, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 233.52981567382812, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.3076936602592468, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 226.21536254882812, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.07259396463632584, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.07579882442951202, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.07379242032766342, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 58.241512298583984, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00019314521341584623, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 59.071624755859375, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.07681020349264145, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 58.65934371948242, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.07605084031820297, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 59.05923843383789, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.07679693400859833, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.0767955482006073, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.07919827103614807, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 239.30764770507812, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.3168331980705261, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 243.29669189453125, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.08180320262908936, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.08319622278213501, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.08279359340667725, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 59.50142288208008, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0003214904572814703, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 59.98773956298828, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.08479264378547668, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 59.397544860839844, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.08539770543575287, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 59.078521728515625, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.07899881899356842, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.07779739052057266, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.07819260656833649, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 236.59130859375, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.30903518199920654, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 235.4434051513672, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.07939625531435013, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.07659837603569031, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.07779928296804428, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 59.804508209228516, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00017507068696431816, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 59.847896575927734, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.08240839093923569, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 59.51285934448242, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.08839354664087296, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 59.35710144042969, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.07760125398635864, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.07899001985788345, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.07979732751846313, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 235.70411682128906, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.3101103901863098, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 233.3492431640625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.07799895107746124, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.07679383456707001, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.07720015197992325, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 59.23652648925781, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00016308409976772964, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 59.634864807128906, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.07940612733364105, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 59.421913146972656, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.07855581492185593, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 60.49626159667969, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.08159182965755463, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.0767732560634613, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.08080042153596878, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 242.18699645996094, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.3242737948894501, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 241.98818969726562, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.08139996975660324, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.08259400725364685, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.08260052651166916, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 61.39080810546875, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00012436724500730634, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 62.27826690673828, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.08679847419261932, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 60.95232009887695, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.0845835879445076, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 63.977264404296875, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.09460422396659851, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.09400323033332825, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.09239740669727325, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 258.3402404785156, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.3615386486053467, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 289.7651062011719, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.10399846732616425, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.09361203014850616, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.10359816998243332, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 64.98076629638672, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0001632448984310031, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 70.1808090209961, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.11178971081972122, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 64.79135131835938, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.10658673197031021, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 70.47003173828125, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.11500139534473419, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.0955914556980133, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.1163983941078186, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 279.8899841308594, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.4250927269458771, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 345.1481628417969, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.12519444525241852, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.10038824379444122, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.12659864127635956, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 73.18544006347656, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.0006070599192753434, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 75.47461700439453, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.12259665131568909, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 67.53943634033203, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.10139879584312439, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 78.0614242553711, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.12559989094734192, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.10799232125282288, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.12419842183589935, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 297.78753662109375, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.43519818782806396, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 371.8155517578125, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.14298997819423676, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.12519852817058563, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.15019963681697845, "lm_head.weight": 3.648803949356079, "lm_head.bias": 0.00601623672991991}, "cosine_similarity_per_layer": {"wav2vec2.masked_spec_embed": 1.0, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.9999994039535522, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 1.0, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.99869704246521, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 1.000026822090149, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 1.0000306367874146, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 1.0000288486480713, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 1.0000249147415161, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 1.0000032186508179, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 0.9999828338623047, "wav2vec2.feature_projection.layer_norm.weight": 1.000000238418579, "wav2vec2.feature_projection.layer_norm.bias": 0.999998927116394, "wav2vec2.feature_projection.projection.weight": 1.0000016689300537, "wav2vec2.feature_projection.projection.bias": 0.9999996423721313, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.9999998807907104, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.9999998211860657, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1.0002423524856567, "wav2vec2.encoder.layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layer_norm.bias": 0.9999982118606567, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 1.0000038146972656, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 1.0000001192092896, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 0.9999997615814209, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.9998974800109863, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 1.0000028610229492, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.9999998211860657, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 0.9999924302101135, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.9999845027923584, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.9999994039535522, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 1.0001003742218018, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.9999985098838806, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 1.000074028968811, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.9999985694885254, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 1.0, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.9999963045120239, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 1.0000039339065552, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 1.0, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 0.9999984502792358, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.9999714493751526, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 0.999998927116394, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.9999999403953552, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 0.9999996423721313, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.9999964237213135, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.9999997019767761, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 1.0000786781311035, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.9999967813491821, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 1.0000783205032349, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.9999956488609314, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 1.0, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.9999980926513672, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 0.9999995231628418, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 1.0, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 0.9999971389770508, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.9999809265136719, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 1.0000019073486328, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.9999997019767761, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 0.9999971389770508, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.9999962449073792, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.9999999403953552, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.9999997019767761, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 1.000089406967163, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.999995231628418, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 1.0000760555267334, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.9999959468841553, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.9999997019767761, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.9999985098838806, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 1.0000009536743164, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.9999998807907104, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 0.9999975562095642, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.999988853931427, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 0.9999997019767761, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.9999998211860657, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 1.0000030994415283, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.9999973773956299, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.9999999403953552, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.9999998211860657, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 1.0000860691070557, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.9999939799308777, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 1.000078558921814, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.999992311000824, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.9999999403953552, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.9999982714653015, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 1.0000005960464478, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 1.0000001192092896, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 1.0000033378601074, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.9999926090240479, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 0.9999994039535522, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.9999999403953552, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 1.0000057220458984, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.9999973177909851, "wav2vec2.encoder.layers.4.layer_norm.weight": 1.0, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.9999999403953552, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 1.0000821352005005, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.9999943971633911, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 1.0000925064086914, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.9999943971633911, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.999998152256012, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 0.9999971389770508, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.9999999403953552, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 1.0, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.9999911189079285, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 0.9999998807907104, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.9999998807907104, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 1.0000009536743164, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.9999954104423523, "wav2vec2.encoder.layers.6.layer_norm.weight": 1.0, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.9999998807907104, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 1.0000832080841064, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.999995768070221, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 1.0001124143600464, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.9999974370002747, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.9999999403953552, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.9999987483024597, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 0.999997615814209, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 1.0000001192092896, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 1.0000020265579224, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.9999933242797852, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 0.9999988675117493, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.9999998211860657, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 1.0000066757202148, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.9999943971633911, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.9999998807907104, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 1.0000836849212646, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.9999964237213135, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 1.000110149383545, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.9999979734420776, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 1.0, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.999998927116394, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 0.9999982118606567, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 1.0, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 1.000004768371582, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.9999909996986389, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 0.9999985098838806, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.9999998211860657, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 1.0000042915344238, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.9999906420707703, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.9999998211860657, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.9999997615814209, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 1.0000909566879272, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.9999973773956299, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 1.000096321105957, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.9999985694885254, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 1.0, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.9999982714653015, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 1.0000005960464478, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.9999998807907104, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 1.0000027418136597, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.9999934434890747, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 1.0000015497207642, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.9999997615814209, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 0.9999959468841553, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.9999960660934448, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.9999997615814209, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.9999995231628418, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 1.0000858306884766, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.9999978542327881, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 1.0000743865966797, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.9999973177909851, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.9999998807907104, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.9999973773956299, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 1.0000009536743164, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 1.0000003576278687, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 0.9999964237213135, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.9999903440475464, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 1.0000042915344238, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.9999998211860657, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 0.9999955892562866, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.9999959468841553, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.9999999403953552, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.9999995231628418, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 1.0000722408294678, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.9999988079071045, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1.0000883340835571, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.9999974966049194, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 1.0, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.9999949336051941, "lm_head.weight": 0.999998927116394, "lm_head.bias": 0.9999999403953552}, "total_model_change": 8476.5707355001}]