| {"category": "gender", "category_class": "male", "speaker_id": "3000", "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.5959346890449524, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 3.375534772872925, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.3672180771827698, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.4299364387989044, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 523.1275634765625, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 542.8989868164062, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 547.1767578125, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 548.1881103515625, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 385.6366882324219, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 394.01959228515625, "wav2vec2.feature_projection.layer_norm.weight": 0.39709293842315674, "wav2vec2.feature_projection.layer_norm.bias": 0.3870120048522949, "wav2vec2.feature_projection.projection.weight": 291.99066162109375, "wav2vec2.feature_projection.projection.bias": 0.6058486700057983, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.5926237106323242, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.10361659526824951, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 2819.324951171875, "wav2vec2.encoder.layer_norm.weight": 0.5911471247673035, "wav2vec2.encoder.layer_norm.bias": 0.6260263919830322, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 393.20208740234375, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00048197252908721566, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 441.7862548828125, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.6241975426673889, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 393.656982421875, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.5640560388565063, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 445.2177429199219, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.5793722867965698, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.5828608274459839, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.6101977825164795, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 1677.47900390625, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 2.3547630310058594, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 1706.7347412109375, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.5820134878158569, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.6021298170089722, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.6031200885772705, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 392.7729187011719, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0004846051742788404, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 460.2900390625, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.613571047782898, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 393.26422119140625, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.542328953742981, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 456.756591796875, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.5767849683761597, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.615304708480835, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.604874849319458, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 1691.702880859375, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 2.3006763458251953, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 1653.70361328125, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.5783357620239258, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.584656834602356, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.5809565782546997, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 397.4842529296875, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.000361071084626019, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 456.94482421875, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.5627365708351135, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 391.85955810546875, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.5646016001701355, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 460.8379211425781, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.5840499997138977, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.5580565929412842, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.5657621622085571, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 1746.7066650390625, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 2.386401414871216, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 1731.7548828125, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.5918715000152588, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.6300835013389587, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.5900895595550537, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 405.3551330566406, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0005933615029789507, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 474.454833984375, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.6293174028396606, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 404.31103515625, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.5666362047195435, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 473.9514465332031, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.6234707832336426, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.6246710419654846, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.6242169737815857, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 1762.39501953125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 2.3242275714874268, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 1719.839111328125, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.5801848769187927, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.6046785712242126, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.5839291214942932, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 402.3116455078125, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0006839608540758491, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 468.95947265625, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.602143406867981, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 405.97607421875, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.5787717700004578, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 466.59906005859375, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.587465763092041, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.5881218314170837, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.584879994392395, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 1768.646484375, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 2.335482597351074, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 1744.842529296875, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.5850005745887756, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.6246435642242432, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.6162835359573364, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 418.8946838378906, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0005115666426718235, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 465.11328125, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.601078987121582, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 419.2574462890625, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.6273087859153748, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 467.5561218261719, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.6009104251861572, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.6228206157684326, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.6177084445953369, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 1718.157470703125, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 2.239922046661377, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 1653.91552734375, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.564030110836029, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.630391001701355, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.5623666048049927, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 418.3795166015625, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0005225421045906842, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 462.97637939453125, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.5762540102005005, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 414.0487976074219, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.5863926410675049, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 465.4921875, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.5782430768013, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.609646737575531, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.5973021984100342, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 1611.184326171875, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 2.1366562843322754, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 1552.6767578125, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.6039189696311951, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.5779785513877869, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.5894701480865479, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 426.33038330078125, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0006163147045299411, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 463.35784912109375, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.6080037355422974, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 422.06610107421875, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.5779736042022705, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 462.7499694824219, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.6149542331695557, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.5887323617935181, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.6063393950462341, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 1632.424072265625, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 2.194148063659668, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 1631.134033203125, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.6364229321479797, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.6106387972831726, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.6403471231460571, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 435.96942138671875, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0006142836064100266, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 460.6918029785156, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.6278858780860901, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 433.7591552734375, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.5672897100448608, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 460.5337829589844, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.6482226848602295, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.5937848687171936, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.649436354637146, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 1766.4498291015625, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 2.438523769378662, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 1935.515625, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.7143149375915527, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.6611682772636414, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.7200186252593994, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 438.0130615234375, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0007225455483421683, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 464.6293029785156, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.7081048488616943, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 434.3879089355469, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.5999189615249634, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 465.98974609375, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.7240042090415955, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.6383978128433228, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.6856606006622314, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 1852.312744140625, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 2.6143312454223633, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 2247.90380859375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.833851158618927, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.6655254364013672, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.8325995206832886, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 453.89361572265625, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0013688653707504272, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 484.1237487792969, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.8130954504013062, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 445.5740966796875, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.6020513772964478, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 470.0982666015625, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.7051886320114136, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.6171677708625793, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.6970261335372925, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 1846.9871826171875, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 2.5598092079162598, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 1908.17236328125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.6463323831558228, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.6418972015380859, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.6707456707954407, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 415.85125732421875, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.032547127455472946, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 471.1745300292969, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.670109748840332, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 394.2940673828125, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.5334694981575012, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 456.6680603027344, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.6377987861633301, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.6807873249053955, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.6260952949523926, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 1725.3372802734375, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 2.1981115341186523, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 2527.11328125, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.852527379989624, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.8354132175445557, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.8442051410675049, "lm_head.weight": 149.3018035888672, "lm_head.bias": 0.256008505821228}, "total_model_change": 70189.14130505224} |