internal.wav2vec2-base-superb-ks-int8-structured64-quantize-feature-extractor
/
structured_sparsity.csv
| ,group_id,type,torch_module,weight_shape,pruned_weight_shape,bias_shape,pruned_bias_shape,head_or_channel_id_to_keep,module_node_name | |
| 0,0,MHSA,nncf_module.wav2vec2.encoder.layers.0.attention.q_proj,"(768, 768)","(128, 768)","(768,)","(128,)","[4, 10]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[0]/Wav2Vec2Attention[attention]/NNCFLinear[q_proj]/linear_0 | |
| 1,0,MHSA,nncf_module.wav2vec2.encoder.layers.0.attention.k_proj,"(768, 768)","(128, 768)","(768,)","(128,)","[4, 10]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[0]/Wav2Vec2Attention[attention]/NNCFLinear[k_proj]/linear_0 | |
| 2,0,MHSA,nncf_module.wav2vec2.encoder.layers.0.attention.v_proj,"(768, 768)","(128, 768)","(768,)","(128,)","[4, 10]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[0]/Wav2Vec2Attention[attention]/NNCFLinear[v_proj]/linear_0 | |
| 3,0,MHSA,nncf_module.wav2vec2.encoder.layers.0.attention.out_proj,"(768, 768)","(768, 128)","(768,)","(768,)","[4, 10]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[0]/Wav2Vec2Attention[attention]/NNCFLinear[out_proj]/linear_0 | |
| 4,1,FF,nncf_module.wav2vec2.encoder.layers.0.feed_forward.intermediate_dense,"(3072, 768)","(1943, 768)","(3072,)","(1943,)",[1943 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[0]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[intermediate_dense]/linear_0 | |
| 5,1,FF,nncf_module.wav2vec2.encoder.layers.0.feed_forward.output_dense,"(768, 3072)","(768, 1943)","(768,)","(768,)",[1943 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[0]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0 | |
| 6,2,MHSA,nncf_module.wav2vec2.encoder.layers.1.attention.q_proj,"(768, 768)","(256, 768)","(768,)","(256,)","[0, 1, 3, 4]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[1]/Wav2Vec2Attention[attention]/NNCFLinear[q_proj]/linear_0 | |
| 7,2,MHSA,nncf_module.wav2vec2.encoder.layers.1.attention.k_proj,"(768, 768)","(256, 768)","(768,)","(256,)","[0, 1, 3, 4]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[1]/Wav2Vec2Attention[attention]/NNCFLinear[k_proj]/linear_0 | |
| 8,2,MHSA,nncf_module.wav2vec2.encoder.layers.1.attention.v_proj,"(768, 768)","(256, 768)","(768,)","(256,)","[0, 1, 3, 4]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[1]/Wav2Vec2Attention[attention]/NNCFLinear[v_proj]/linear_0 | |
| 9,2,MHSA,nncf_module.wav2vec2.encoder.layers.1.attention.out_proj,"(768, 768)","(768, 256)","(768,)","(768,)","[0, 1, 3, 4]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[1]/Wav2Vec2Attention[attention]/NNCFLinear[out_proj]/linear_0 | |
| 10,3,FF,nncf_module.wav2vec2.encoder.layers.1.feed_forward.intermediate_dense,"(3072, 768)","(1710, 768)","(3072,)","(1710,)",[1710 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[1]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[intermediate_dense]/linear_0 | |
| 11,3,FF,nncf_module.wav2vec2.encoder.layers.1.feed_forward.output_dense,"(768, 3072)","(768, 1710)","(768,)","(768,)",[1710 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[1]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0 | |
| 12,4,MHSA,nncf_module.wav2vec2.encoder.layers.2.attention.q_proj,"(768, 768)","(576, 768)","(768,)","(576,)","[0, 2, 4, 6, 7, 8, 9, 10, 11]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[2]/Wav2Vec2Attention[attention]/NNCFLinear[q_proj]/linear_0 | |
| 13,4,MHSA,nncf_module.wav2vec2.encoder.layers.2.attention.k_proj,"(768, 768)","(576, 768)","(768,)","(576,)","[0, 2, 4, 6, 7, 8, 9, 10, 11]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[2]/Wav2Vec2Attention[attention]/NNCFLinear[k_proj]/linear_0 | |
| 14,4,MHSA,nncf_module.wav2vec2.encoder.layers.2.attention.v_proj,"(768, 768)","(576, 768)","(768,)","(576,)","[0, 2, 4, 6, 7, 8, 9, 10, 11]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[2]/Wav2Vec2Attention[attention]/NNCFLinear[v_proj]/linear_0 | |
| 15,4,MHSA,nncf_module.wav2vec2.encoder.layers.2.attention.out_proj,"(768, 768)","(768, 576)","(768,)","(768,)","[0, 2, 4, 6, 7, 8, 9, 10, 11]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[2]/Wav2Vec2Attention[attention]/NNCFLinear[out_proj]/linear_0 | |
| 16,5,FF,nncf_module.wav2vec2.encoder.layers.2.feed_forward.intermediate_dense,"(3072, 768)","(1621, 768)","(3072,)","(1621,)",[1621 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[2]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[intermediate_dense]/linear_0 | |
| 17,5,FF,nncf_module.wav2vec2.encoder.layers.2.feed_forward.output_dense,"(768, 3072)","(768, 1621)","(768,)","(768,)",[1621 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[2]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0 | |
| 18,6,MHSA,nncf_module.wav2vec2.encoder.layers.3.attention.q_proj,"(768, 768)","(192, 768)","(768,)","(192,)","[2, 4, 5]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[3]/Wav2Vec2Attention[attention]/NNCFLinear[q_proj]/linear_0 | |
| 19,6,MHSA,nncf_module.wav2vec2.encoder.layers.3.attention.k_proj,"(768, 768)","(192, 768)","(768,)","(192,)","[2, 4, 5]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[3]/Wav2Vec2Attention[attention]/NNCFLinear[k_proj]/linear_0 | |
| 20,6,MHSA,nncf_module.wav2vec2.encoder.layers.3.attention.v_proj,"(768, 768)","(192, 768)","(768,)","(192,)","[2, 4, 5]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[3]/Wav2Vec2Attention[attention]/NNCFLinear[v_proj]/linear_0 | |
| 21,6,MHSA,nncf_module.wav2vec2.encoder.layers.3.attention.out_proj,"(768, 768)","(768, 192)","(768,)","(768,)","[2, 4, 5]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[3]/Wav2Vec2Attention[attention]/NNCFLinear[out_proj]/linear_0 | |
| 22,7,FF,nncf_module.wav2vec2.encoder.layers.3.feed_forward.intermediate_dense,"(3072, 768)","(1555, 768)","(3072,)","(1555,)",[1555 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[3]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[intermediate_dense]/linear_0 | |
| 23,7,FF,nncf_module.wav2vec2.encoder.layers.3.feed_forward.output_dense,"(768, 3072)","(768, 1555)","(768,)","(768,)",[1555 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[3]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0 | |
| 24,8,MHSA,nncf_module.wav2vec2.encoder.layers.4.attention.q_proj,"(768, 768)","(192, 768)","(768,)","(192,)","[1, 2, 4]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[4]/Wav2Vec2Attention[attention]/NNCFLinear[q_proj]/linear_0 | |
| 25,8,MHSA,nncf_module.wav2vec2.encoder.layers.4.attention.k_proj,"(768, 768)","(192, 768)","(768,)","(192,)","[1, 2, 4]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[4]/Wav2Vec2Attention[attention]/NNCFLinear[k_proj]/linear_0 | |
| 26,8,MHSA,nncf_module.wav2vec2.encoder.layers.4.attention.v_proj,"(768, 768)","(192, 768)","(768,)","(192,)","[1, 2, 4]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[4]/Wav2Vec2Attention[attention]/NNCFLinear[v_proj]/linear_0 | |
| 27,8,MHSA,nncf_module.wav2vec2.encoder.layers.4.attention.out_proj,"(768, 768)","(768, 192)","(768,)","(768,)","[1, 2, 4]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[4]/Wav2Vec2Attention[attention]/NNCFLinear[out_proj]/linear_0 | |
| 28,9,FF,nncf_module.wav2vec2.encoder.layers.4.feed_forward.intermediate_dense,"(3072, 768)","(1330, 768)","(3072,)","(1330,)",[1330 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[4]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[intermediate_dense]/linear_0 | |
| 29,9,FF,nncf_module.wav2vec2.encoder.layers.4.feed_forward.output_dense,"(768, 3072)","(768, 1330)","(768,)","(768,)",[1330 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[4]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0 | |
| 30,10,MHSA,nncf_module.wav2vec2.encoder.layers.5.attention.q_proj,"(768, 768)","(128, 768)","(768,)","(128,)","[9, 10]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[5]/Wav2Vec2Attention[attention]/NNCFLinear[q_proj]/linear_0 | |
| 31,10,MHSA,nncf_module.wav2vec2.encoder.layers.5.attention.k_proj,"(768, 768)","(128, 768)","(768,)","(128,)","[9, 10]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[5]/Wav2Vec2Attention[attention]/NNCFLinear[k_proj]/linear_0 | |
| 32,10,MHSA,nncf_module.wav2vec2.encoder.layers.5.attention.v_proj,"(768, 768)","(128, 768)","(768,)","(128,)","[9, 10]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[5]/Wav2Vec2Attention[attention]/NNCFLinear[v_proj]/linear_0 | |
| 33,10,MHSA,nncf_module.wav2vec2.encoder.layers.5.attention.out_proj,"(768, 768)","(768, 128)","(768,)","(768,)","[9, 10]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[5]/Wav2Vec2Attention[attention]/NNCFLinear[out_proj]/linear_0 | |
| 34,11,FF,nncf_module.wav2vec2.encoder.layers.5.feed_forward.intermediate_dense,"(3072, 768)","(1059, 768)","(3072,)","(1059,)",[1059 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[5]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[intermediate_dense]/linear_0 | |
| 35,11,FF,nncf_module.wav2vec2.encoder.layers.5.feed_forward.output_dense,"(768, 3072)","(768, 1059)","(768,)","(768,)",[1059 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[5]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0 | |
| 36,12,MHSA,nncf_module.wav2vec2.encoder.layers.6.attention.q_proj,"(768, 768)","(192, 768)","(768,)","(192,)","[1, 2, 5]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[6]/Wav2Vec2Attention[attention]/NNCFLinear[q_proj]/linear_0 | |
| 37,12,MHSA,nncf_module.wav2vec2.encoder.layers.6.attention.k_proj,"(768, 768)","(192, 768)","(768,)","(192,)","[1, 2, 5]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[6]/Wav2Vec2Attention[attention]/NNCFLinear[k_proj]/linear_0 | |
| 38,12,MHSA,nncf_module.wav2vec2.encoder.layers.6.attention.v_proj,"(768, 768)","(192, 768)","(768,)","(192,)","[1, 2, 5]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[6]/Wav2Vec2Attention[attention]/NNCFLinear[v_proj]/linear_0 | |
| 39,12,MHSA,nncf_module.wav2vec2.encoder.layers.6.attention.out_proj,"(768, 768)","(768, 192)","(768,)","(768,)","[1, 2, 5]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[6]/Wav2Vec2Attention[attention]/NNCFLinear[out_proj]/linear_0 | |
| 40,13,FF,nncf_module.wav2vec2.encoder.layers.6.feed_forward.intermediate_dense,"(3072, 768)","(871, 768)","(3072,)","(871,)",[871 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[6]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[intermediate_dense]/linear_0 | |
| 41,13,FF,nncf_module.wav2vec2.encoder.layers.6.feed_forward.output_dense,"(768, 3072)","(768, 871)","(768,)","(768,)",[871 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[6]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0 | |
| 42,14,MHSA,nncf_module.wav2vec2.encoder.layers.7.attention.q_proj,"(768, 768)","(384, 768)","(768,)","(384,)","[0, 2, 6, 7, 10, 11]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[7]/Wav2Vec2Attention[attention]/NNCFLinear[q_proj]/linear_0 | |
| 43,14,MHSA,nncf_module.wav2vec2.encoder.layers.7.attention.k_proj,"(768, 768)","(384, 768)","(768,)","(384,)","[0, 2, 6, 7, 10, 11]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[7]/Wav2Vec2Attention[attention]/NNCFLinear[k_proj]/linear_0 | |
| 44,14,MHSA,nncf_module.wav2vec2.encoder.layers.7.attention.v_proj,"(768, 768)","(384, 768)","(768,)","(384,)","[0, 2, 6, 7, 10, 11]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[7]/Wav2Vec2Attention[attention]/NNCFLinear[v_proj]/linear_0 | |
| 45,14,MHSA,nncf_module.wav2vec2.encoder.layers.7.attention.out_proj,"(768, 768)","(768, 384)","(768,)","(768,)","[0, 2, 6, 7, 10, 11]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[7]/Wav2Vec2Attention[attention]/NNCFLinear[out_proj]/linear_0 | |
| 46,15,FF,nncf_module.wav2vec2.encoder.layers.7.feed_forward.intermediate_dense,"(3072, 768)","(735, 768)","(3072,)","(735,)",[735 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[7]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[intermediate_dense]/linear_0 | |
| 47,15,FF,nncf_module.wav2vec2.encoder.layers.7.feed_forward.output_dense,"(768, 3072)","(768, 735)","(768,)","(768,)",[735 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[7]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0 | |
| 48,16,MHSA,nncf_module.wav2vec2.encoder.layers.8.attention.q_proj,"(768, 768)","(128, 768)","(768,)","(128,)","[5, 7]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[8]/Wav2Vec2Attention[attention]/NNCFLinear[q_proj]/linear_0 | |
| 49,16,MHSA,nncf_module.wav2vec2.encoder.layers.8.attention.k_proj,"(768, 768)","(128, 768)","(768,)","(128,)","[5, 7]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[8]/Wav2Vec2Attention[attention]/NNCFLinear[k_proj]/linear_0 | |
| 50,16,MHSA,nncf_module.wav2vec2.encoder.layers.8.attention.v_proj,"(768, 768)","(128, 768)","(768,)","(128,)","[5, 7]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[8]/Wav2Vec2Attention[attention]/NNCFLinear[v_proj]/linear_0 | |
| 51,16,MHSA,nncf_module.wav2vec2.encoder.layers.8.attention.out_proj,"(768, 768)","(768, 128)","(768,)","(768,)","[5, 7]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[8]/Wav2Vec2Attention[attention]/NNCFLinear[out_proj]/linear_0 | |
| 52,17,FF,nncf_module.wav2vec2.encoder.layers.8.feed_forward.intermediate_dense,"(3072, 768)","(857, 768)","(3072,)","(857,)",[857 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[8]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[intermediate_dense]/linear_0 | |
| 53,17,FF,nncf_module.wav2vec2.encoder.layers.8.feed_forward.output_dense,"(768, 3072)","(768, 857)","(768,)","(768,)",[857 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[8]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0 | |
| 54,18,MHSA,nncf_module.wav2vec2.encoder.layers.9.attention.q_proj,"(768, 768)","(320, 768)","(768,)","(320,)","[0, 1, 2, 5, 8]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[9]/Wav2Vec2Attention[attention]/NNCFLinear[q_proj]/linear_0 | |
| 55,18,MHSA,nncf_module.wav2vec2.encoder.layers.9.attention.k_proj,"(768, 768)","(320, 768)","(768,)","(320,)","[0, 1, 2, 5, 8]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[9]/Wav2Vec2Attention[attention]/NNCFLinear[k_proj]/linear_0 | |
| 56,18,MHSA,nncf_module.wav2vec2.encoder.layers.9.attention.v_proj,"(768, 768)","(320, 768)","(768,)","(320,)","[0, 1, 2, 5, 8]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[9]/Wav2Vec2Attention[attention]/NNCFLinear[v_proj]/linear_0 | |
| 57,18,MHSA,nncf_module.wav2vec2.encoder.layers.9.attention.out_proj,"(768, 768)","(768, 320)","(768,)","(768,)","[0, 1, 2, 5, 8]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[9]/Wav2Vec2Attention[attention]/NNCFLinear[out_proj]/linear_0 | |
| 58,19,FF,nncf_module.wav2vec2.encoder.layers.9.feed_forward.intermediate_dense,"(3072, 768)","(1110, 768)","(3072,)","(1110,)",[1110 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[9]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[intermediate_dense]/linear_0 | |
| 59,19,FF,nncf_module.wav2vec2.encoder.layers.9.feed_forward.output_dense,"(768, 3072)","(768, 1110)","(768,)","(768,)",[1110 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[9]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0 | |
| 60,20,MHSA,nncf_module.wav2vec2.encoder.layers.10.attention.q_proj,"(768, 768)","(128, 768)","(768,)","(128,)","[8, 11]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[10]/Wav2Vec2Attention[attention]/NNCFLinear[q_proj]/linear_0 | |
| 61,20,MHSA,nncf_module.wav2vec2.encoder.layers.10.attention.k_proj,"(768, 768)","(128, 768)","(768,)","(128,)","[8, 11]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[10]/Wav2Vec2Attention[attention]/NNCFLinear[k_proj]/linear_0 | |
| 62,20,MHSA,nncf_module.wav2vec2.encoder.layers.10.attention.v_proj,"(768, 768)","(128, 768)","(768,)","(128,)","[8, 11]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[10]/Wav2Vec2Attention[attention]/NNCFLinear[v_proj]/linear_0 | |
| 63,20,MHSA,nncf_module.wav2vec2.encoder.layers.10.attention.out_proj,"(768, 768)","(768, 128)","(768,)","(768,)","[8, 11]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[10]/Wav2Vec2Attention[attention]/NNCFLinear[out_proj]/linear_0 | |
| 64,21,FF,nncf_module.wav2vec2.encoder.layers.10.feed_forward.intermediate_dense,"(3072, 768)","(1042, 768)","(3072,)","(1042,)",[1042 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[10]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[intermediate_dense]/linear_0 | |
| 65,21,FF,nncf_module.wav2vec2.encoder.layers.10.feed_forward.output_dense,"(768, 3072)","(768, 1042)","(768,)","(768,)",[1042 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[10]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0 | |
| 66,22,MHSA,nncf_module.wav2vec2.encoder.layers.11.attention.q_proj,"(768, 768)","(192, 768)","(768,)","(192,)","[2, 4, 6]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[11]/Wav2Vec2Attention[attention]/NNCFLinear[q_proj]/linear_0 | |
| 67,22,MHSA,nncf_module.wav2vec2.encoder.layers.11.attention.k_proj,"(768, 768)","(192, 768)","(768,)","(192,)","[2, 4, 6]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[11]/Wav2Vec2Attention[attention]/NNCFLinear[k_proj]/linear_0 | |
| 68,22,MHSA,nncf_module.wav2vec2.encoder.layers.11.attention.v_proj,"(768, 768)","(192, 768)","(768,)","(192,)","[2, 4, 6]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[11]/Wav2Vec2Attention[attention]/NNCFLinear[v_proj]/linear_0 | |
| 69,22,MHSA,nncf_module.wav2vec2.encoder.layers.11.attention.out_proj,"(768, 768)","(768, 192)","(768,)","(768,)","[2, 4, 6]",Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[11]/Wav2Vec2Attention[attention]/NNCFLinear[out_proj]/linear_0 | |
| 70,23,FF,nncf_module.wav2vec2.encoder.layers.11.feed_forward.intermediate_dense,"(3072, 768)","(573, 768)","(3072,)","(573,)",[573 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[11]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[intermediate_dense]/linear_0 | |
| 71,23,FF,nncf_module.wav2vec2.encoder.layers.11.feed_forward.output_dense,"(768, 3072)","(768, 573)","(768,)","(768,)",[573 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[11]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0 | |