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)","(64, 768)","(768,)","(64,)",[4],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)","(64, 768)","(768,)","(64,)",[4],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)","(64, 768)","(768,)","(64,)",[4],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, 64)","(768,)","(768,)",[4],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)","(519, 768)","(3072,)","(519,)",[519 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, 519)","(768,)","(768,)",[519 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)","(320, 768)","(768,)","(320,)","[0, 4, 5, 10, 11]",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)","(320, 768)","(768,)","(320,)","[0, 4, 5, 10, 11]",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)","(320, 768)","(768,)","(320,)","[0, 4, 5, 10, 11]",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, 320)","(768,)","(768,)","[0, 4, 5, 10, 11]",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)","(206, 768)","(3072,)","(206,)",[206 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, 206)","(768,)","(768,)",[206 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)","(256, 768)","(768,)","(256,)","[1, 3, 9, 10]",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)","(256, 768)","(768,)","(256,)","[1, 3, 9, 10]",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)","(256, 768)","(768,)","(256,)","[1, 3, 9, 10]",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, 256)","(768,)","(768,)","[1, 3, 9, 10]",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)","(116, 768)","(3072,)","(116,)",[116 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, 116)","(768,)","(768,)",[116 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)","(128, 768)","(768,)","(128,)","[5, 8]",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)","(128, 768)","(768,)","(128,)","[5, 8]",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)","(128, 768)","(768,)","(128,)","[5, 8]",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, 128)","(768,)","(768,)","[5, 8]",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)","(114, 768)","(3072,)","(114,)",[114 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, 114)","(768,)","(768,)",[114 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)","(64, 768)","(768,)","(64,)",[3],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)","(64, 768)","(768,)","(64,)",[3],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)","(64, 768)","(768,)","(64,)",[3],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, 64)","(768,)","(768,)",[3],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)","(94, 768)","(3072,)","(94,)",[94 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, 94)","(768,)","(768,)",[94 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)","(192, 768)","(768,)","(192,)","[1, 6, 7]",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)","(192, 768)","(768,)","(192,)","[1, 6, 7]",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)","(192, 768)","(768,)","(192,)","[1, 6, 7]",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, 192)","(768,)","(768,)","[1, 6, 7]",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)","(97, 768)","(3072,)","(97,)",[97 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, 97)","(768,)","(768,)",[97 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)","(64, 768)","(768,)","(64,)",[9],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)","(64, 768)","(768,)","(64,)",[9],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)","(64, 768)","(768,)","(64,)",[9],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, 64)","(768,)","(768,)",[9],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)","(101, 768)","(3072,)","(101,)",[101 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, 101)","(768,)","(768,)",[101 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)","(576, 768)","(768,)","(576,)","[0, 1, 2, 3, 4, 6, 7, 8, 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)","(576, 768)","(768,)","(576,)","[0, 1, 2, 3, 4, 6, 7, 8, 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)","(576, 768)","(768,)","(576,)","[0, 1, 2, 3, 4, 6, 7, 8, 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, 576)","(768,)","(768,)","[0, 1, 2, 3, 4, 6, 7, 8, 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)","(99, 768)","(3072,)","(99,)",[99 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, 99)","(768,)","(768,)",[99 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)","(640, 768)","(768,)","(640,)","[0, 1, 2, 3, 5, 7, 8, 9, 10, 11]",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)","(640, 768)","(768,)","(640,)","[0, 1, 2, 3, 5, 7, 8, 9, 10, 11]",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)","(640, 768)","(768,)","(640,)","[0, 1, 2, 3, 5, 7, 8, 9, 10, 11]",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, 640)","(768,)","(768,)","[0, 1, 2, 3, 5, 7, 8, 9, 10, 11]",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)","(106, 768)","(3072,)","(106,)",[106 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, 106)","(768,)","(768,)",[106 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)","(128, 768)","(768,)","(128,)","[5, 9]",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)","(128, 768)","(768,)","(128,)","[5, 9]",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)","(128, 768)","(768,)","(128,)","[5, 9]",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, 128)","(768,)","(768,)","[5, 9]",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)","(476, 768)","(3072,)","(476,)",[476 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, 476)","(768,)","(768,)",[476 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)","(512, 768)","(768,)","(512,)","[1, 2, 3, 5, 6, 8, 10, 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)","(512, 768)","(768,)","(512,)","[1, 2, 3, 5, 6, 8, 10, 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)","(512, 768)","(768,)","(512,)","[1, 2, 3, 5, 6, 8, 10, 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, 512)","(768,)","(768,)","[1, 2, 3, 5, 6, 8, 10, 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)","(822, 768)","(3072,)","(822,)",[822 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, 822)","(768,)","(768,)",[822 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)","(128, 768)","(768,)","(128,)","[6, 11]",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)","(128, 768)","(768,)","(128,)","[6, 11]",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)","(128, 768)","(768,)","(128,)","[6, 11]",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, 128)","(768,)","(768,)","[6, 11]",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)","(649, 768)","(3072,)","(649,)",[649 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, 649)","(768,)","(768,)",[649 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[11]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0