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)","(1918, 768)","(3072,)","(1918,)",[1918 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, 1918)","(768,)","(768,)",[1918 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)","(192, 768)","(768,)","(192,)","[0, 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)","(192, 768)","(768,)","(192,)","[0, 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)","(192, 768)","(768,)","(192,)","[0, 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, 192)","(768,)","(768,)","[0, 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)","(1680, 768)","(3072,)","(1680,)",[1680 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, 1680)","(768,)","(768,)",[1680 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)","(512, 768)","(768,)","(512,)","[0, 2, 4, 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)","(512, 768)","(768,)","(512,)","[0, 2, 4, 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)","(512, 768)","(768,)","(512,)","[0, 2, 4, 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, 512)","(768,)","(768,)","[0, 2, 4, 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)","(1593, 768)","(3072,)","(1593,)",[1593 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, 1593)","(768,)","(768,)",[1593 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)","(1503, 768)","(3072,)","(1503,)",[1503 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, 1503)","(768,)","(768,)",[1503 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)","(256, 768)","(768,)","(256,)","[1, 2, 4, 7]",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)","(256, 768)","(768,)","(256,)","[1, 2, 4, 7]",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)","(256, 768)","(768,)","(256,)","[1, 2, 4, 7]",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, 256)","(768,)","(768,)","[1, 2, 4, 7]",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)","(1333, 768)","(3072,)","(1333,)",[1333 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, 1333)","(768,)","(768,)",[1333 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)","(1083, 768)","(3072,)","(1083,)",[1083 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, 1083)","(768,)","(768,)",[1083 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)","(256, 768)","(768,)","(256,)","[1, 2, 5, 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)","(256, 768)","(768,)","(256,)","[1, 2, 5, 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)","(256, 768)","(768,)","(256,)","[1, 2, 5, 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, 256)","(768,)","(768,)","[1, 2, 5, 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)","(928, 768)","(3072,)","(928,)",[928 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, 928)","(768,)","(768,)",[928 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)","(666, 768)","(3072,)","(666,)",[666 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, 666)","(768,)","(768,)",[666 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)","(823, 768)","(3072,)","(823,)",[823 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, 823)","(768,)","(768,)",[823 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)","(256, 768)","(768,)","(256,)","[0, 8, 10, 11]",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)","(256, 768)","(768,)","(256,)","[0, 8, 10, 11]",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)","(256, 768)","(768,)","(256,)","[0, 8, 10, 11]",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, 256)","(768,)","(768,)","[0, 8, 10, 11]",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)","(1081, 768)","(3072,)","(1081,)",[1081 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, 1081)","(768,)","(768,)",[1081 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)","(983, 768)","(3072,)","(983,)",[983 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, 983)","(768,)","(768,)",[983 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)","(585, 768)","(3072,)","(585,)",[585 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, 585)","(768,)","(768,)",[585 items],Wav2Vec2ForSequenceClassification/Wav2Vec2Model[wav2vec2]/Wav2Vec2Encoder[encoder]/ModuleList[layers]/Wav2Vec2EncoderLayer[11]/Wav2Vec2FeedForward[feed_forward]/NNCFLinear[output_dense]/linear_0