Meta-Llama-3.1-8B-wanda-4of8 / sparsity_report_Meta-Llama-3.1-8B-wanda-4:8-0.5.csv
Vui Seng Chua
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row,layer_id,short_id,layer_type,param_type,shape,nparam,nnz,sparsity,tile_shape,n_tile,n_tile_total,tile_avg,tile_min,tile_med,tile_max,col_avg,col_min,col_med,col_max,row_avg,row_min,row_med,row_max
0,model.layers.0.self_attn.q_proj,tx.0.attn.q,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0,0.4375,1.0,0.5,0.5,0.5,0.5
1,model.layers.0.self_attn.k_proj,tx.0.attn.k,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0,0.4375,1.0,0.5,0.5,0.5,0.5
2,model.layers.0.self_attn.v_proj,tx.0.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0,0.3984375,1.0,0.5,0.5,0.5,0.5
3,model.layers.0.self_attn.o_proj,tx.0.attn.o,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0,0.515625,0.9765625,0.5,0.5,0.5,0.5
4,model.layers.0.mlp.gate_proj,tx.0.mlp.gate,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.0703125,0.5078125,1.0,0.5,0.5,0.5,0.5
5,model.layers.0.mlp.up_proj,tx.0.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.0859375,0.5078125,1.0,0.5,0.5,0.5,0.5
6,model.layers.0.mlp.down_proj,tx.0.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.03125,0.5078125,0.9375,0.5,0.5,0.5,0.5
7,model.layers.1.self_attn.q_proj,tx.1.attn.q,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0,0.53125,1.0,0.5,0.5,0.5,0.5
8,model.layers.1.self_attn.k_proj,tx.1.attn.k,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0,0.53125,1.0,0.5,0.5,0.5,0.5
9,model.layers.1.self_attn.v_proj,tx.1.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0078125,0.5234375,1.0,0.5,0.5,0.5,0.5
10,model.layers.1.self_attn.o_proj,tx.1.attn.o,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0078125,0.5078125,0.953125,0.5,0.5,0.5,0.5
11,model.layers.1.mlp.gate_proj,tx.1.mlp.gate,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.1171875,0.5078125,1.0,0.5,0.5,0.5,0.5
12,model.layers.1.mlp.up_proj,tx.1.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.1171875,0.5078125,1.0,0.5,0.5,0.5,0.5
13,model.layers.1.mlp.down_proj,tx.1.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.0,0.515625,0.859375,0.5,0.5,0.5,0.5
14,model.layers.2.self_attn.q_proj,tx.2.attn.q,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0,0.53125,1.0,0.5,0.5,0.5,0.5
15,model.layers.2.self_attn.k_proj,tx.2.attn.k,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0078125,0.53125,1.0,0.5,0.5,0.5,0.5
16,model.layers.2.self_attn.v_proj,tx.2.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.03125,0.5234375,1.0,0.5,0.5,0.5,0.5
17,model.layers.2.self_attn.o_proj,tx.2.attn.o,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0078125,0.515625,0.9375,0.5,0.5,0.5,0.5
18,model.layers.2.mlp.gate_proj,tx.2.mlp.gate,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.1015625,0.5,1.0,0.5,0.5,0.5,0.5
19,model.layers.2.mlp.up_proj,tx.2.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.1484375,0.5,1.0,0.5,0.5,0.5,0.5
20,model.layers.2.mlp.down_proj,tx.2.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.0234375,0.515625,0.875,0.5,0.5,0.5,0.5
21,model.layers.3.self_attn.q_proj,tx.3.attn.q,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.015625,0.515625,1.0,0.5,0.5,0.5,0.5
22,model.layers.3.self_attn.k_proj,tx.3.attn.k,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.015625,0.5234375,1.0,0.5,0.5,0.5,0.5
23,model.layers.3.self_attn.v_proj,tx.3.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0625,0.515625,1.0,0.5,0.5,0.5,0.5
24,model.layers.3.self_attn.o_proj,tx.3.attn.o,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.015625,0.5078125,0.8828125,0.5,0.5,0.5,0.5
25,model.layers.3.mlp.gate_proj,tx.3.mlp.gate,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.0703125,0.5,1.0,0.5,0.5,0.5,0.5
26,model.layers.3.mlp.up_proj,tx.3.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.1640625,0.5,1.0,0.5,0.5,0.5,0.5
27,model.layers.3.mlp.down_proj,tx.3.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.015625,0.5078125,0.890625,0.5,0.5,0.5,0.5
28,model.layers.4.self_attn.q_proj,tx.4.attn.q,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0078125,0.5234375,1.0,0.5,0.5,0.5,0.5
29,model.layers.4.self_attn.k_proj,tx.4.attn.k,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0078125,0.5234375,1.0,0.5,0.5,0.5,0.5
30,model.layers.4.self_attn.v_proj,tx.4.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0390625,0.515625,1.0,0.5,0.5,0.5,0.5
31,model.layers.4.self_attn.o_proj,tx.4.attn.o,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0078125,0.5078125,0.9296875,0.5,0.5,0.5,0.5
32,model.layers.4.mlp.gate_proj,tx.4.mlp.gate,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.03125,0.5078125,1.0,0.5,0.5,0.5,0.5
33,model.layers.4.mlp.up_proj,tx.4.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.1328125,0.5,1.0,0.5,0.5,0.5,0.5
34,model.layers.4.mlp.down_proj,tx.4.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.03125,0.5,0.90625,0.5,0.5,0.5,0.5
35,model.layers.5.self_attn.q_proj,tx.5.attn.q,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0078125,0.5234375,0.953125,0.5,0.5,0.5,0.5
36,model.layers.5.self_attn.k_proj,tx.5.attn.k,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0078125,0.5234375,0.9453125,0.5,0.5,0.5,0.5
37,model.layers.5.self_attn.v_proj,tx.5.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.046875,0.515625,1.0,0.5,0.5,0.5,0.5
38,model.layers.5.self_attn.o_proj,tx.5.attn.o,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0078125,0.515625,0.8671875,0.5,0.5,0.5,0.5
39,model.layers.5.mlp.gate_proj,tx.5.mlp.gate,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.03125,0.5078125,1.0,0.5,0.5,0.5,0.5
40,model.layers.5.mlp.up_proj,tx.5.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.0859375,0.5,1.0,0.5,0.5,0.5,0.5
41,model.layers.5.mlp.down_proj,tx.5.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.0,0.5078125,0.890625,0.5,0.5,0.5,0.5
42,model.layers.6.self_attn.q_proj,tx.6.attn.q,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0078125,0.515625,0.890625,0.5,0.5,0.5,0.5
43,model.layers.6.self_attn.k_proj,tx.6.attn.k,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.015625,0.5234375,0.8984375,0.5,0.5,0.5,0.5
44,model.layers.6.self_attn.v_proj,tx.6.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0625,0.5078125,1.0,0.5,0.5,0.5,0.5
45,model.layers.6.self_attn.o_proj,tx.6.attn.o,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0,0.515625,0.921875,0.5,0.5,0.5,0.5
46,model.layers.6.mlp.gate_proj,tx.6.mlp.gate,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.046875,0.5078125,1.0,0.5,0.5,0.5,0.5
47,model.layers.6.mlp.up_proj,tx.6.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.078125,0.5,1.0,0.5,0.5,0.5,0.5
48,model.layers.6.mlp.down_proj,tx.6.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.0,0.5,0.9140625,0.5,0.5,0.5,0.5
49,model.layers.7.self_attn.q_proj,tx.7.attn.q,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.015625,0.515625,0.8359375,0.5,0.5,0.5,0.5
50,model.layers.7.self_attn.k_proj,tx.7.attn.k,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0,0.515625,0.875,0.5,0.5,0.5,0.5
51,model.layers.7.self_attn.v_proj,tx.7.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0546875,0.5078125,0.9921875,0.5,0.5,0.5,0.5
52,model.layers.7.self_attn.o_proj,tx.7.attn.o,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0234375,0.515625,0.8828125,0.5,0.5,0.5,0.5
53,model.layers.7.mlp.gate_proj,tx.7.mlp.gate,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.0234375,0.5078125,0.78125,0.5,0.5,0.5,0.5
54,model.layers.7.mlp.up_proj,tx.7.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.0859375,0.5,0.734375,0.5,0.5,0.5,0.5
55,model.layers.7.mlp.down_proj,tx.7.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.0078125,0.5,0.9375,0.5,0.5,0.5,0.5
56,model.layers.8.self_attn.q_proj,tx.8.attn.q,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0078125,0.5078125,0.8515625,0.5,0.5,0.5,0.5
57,model.layers.8.self_attn.k_proj,tx.8.attn.k,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0,0.515625,0.8671875,0.5,0.5,0.5,0.5
58,model.layers.8.self_attn.v_proj,tx.8.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0390625,0.5078125,0.9921875,0.5,0.5,0.5,0.5
59,model.layers.8.self_attn.o_proj,tx.8.attn.o,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.046875,0.515625,0.921875,0.5,0.5,0.5,0.5
60,model.layers.8.mlp.gate_proj,tx.8.mlp.gate,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.015625,0.5078125,1.0,0.5,0.5,0.5,0.5
61,model.layers.8.mlp.up_proj,tx.8.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.078125,0.5,1.0,0.5,0.5,0.5,0.5
62,model.layers.8.mlp.down_proj,tx.8.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.03125,0.5078125,0.921875,0.5,0.5,0.5,0.5
63,model.layers.9.self_attn.q_proj,tx.9.attn.q,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0078125,0.5078125,0.8671875,0.5,0.5,0.5,0.5
64,model.layers.9.self_attn.k_proj,tx.9.attn.k,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0,0.5078125,0.890625,0.5,0.5,0.5,0.5
65,model.layers.9.self_attn.v_proj,tx.9.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0625,0.5,0.9921875,0.5,0.5,0.5,0.5
66,model.layers.9.self_attn.o_proj,tx.9.attn.o,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.046875,0.515625,0.859375,0.5,0.5,0.5,0.5
67,model.layers.9.mlp.gate_proj,tx.9.mlp.gate,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.0234375,0.5078125,0.75,0.5,0.5,0.5,0.5
68,model.layers.9.mlp.up_proj,tx.9.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.0703125,0.5,0.7578125,0.5,0.5,0.5,0.5
69,model.layers.9.mlp.down_proj,tx.9.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.0,0.5078125,0.8984375,0.5,0.5,0.5,0.5
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128,model.layers.18.self_attn.v_proj,tx.18.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0234375,0.515625,1.0,0.5,0.5,0.5,0.5
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208,model.layers.29.mlp.up_proj,tx.29.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.0234375,0.5078125,0.8515625,0.5,0.5,0.5,0.5
209,model.layers.29.mlp.down_proj,tx.29.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.0,0.53125,0.9453125,0.5,0.5,0.5,0.5
210,model.layers.30.self_attn.q_proj,tx.30.attn.q,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0,0.515625,0.84375,0.5,0.5,0.5,0.5
211,model.layers.30.self_attn.k_proj,tx.30.attn.k,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0,0.5234375,0.890625,0.5,0.5,0.5,0.5
212,model.layers.30.self_attn.v_proj,tx.30.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.015625,0.5078125,1.0,0.5,0.5,0.5,0.5
213,model.layers.30.self_attn.o_proj,tx.30.attn.o,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.03125,0.5078125,0.84375,0.5,0.5,0.5,0.5
214,model.layers.30.mlp.gate_proj,tx.30.mlp.gate,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.0078125,0.5078125,0.9453125,0.5,0.5,0.5,0.5
215,model.layers.30.mlp.up_proj,tx.30.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.03125,0.5078125,0.8671875,0.5,0.5,0.5,0.5
216,model.layers.30.mlp.down_proj,tx.30.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.0,0.5390625,0.984375,0.5,0.5,0.5,0.5
217,model.layers.31.self_attn.q_proj,tx.31.attn.q,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.0,0.515625,0.9296875,0.5,0.5,0.5,0.5
218,model.layers.31.self_attn.k_proj,tx.31.attn.k,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0,0.515625,0.9375,0.5,0.5,0.5,0.5
219,model.layers.31.self_attn.v_proj,tx.31.attn.v,Linear,weight,"[1024, 4096]",4194304,2097152,0.5,"(128, 16)",8 x 256,2048,0.5,0.5,0.5,0.5,0.5,0.0078125,0.5078125,1.0,0.5,0.5,0.5,0.5
220,model.layers.31.self_attn.o_proj,tx.31.attn.o,Linear,weight,"[4096, 4096]",16777216,8388608,0.5,"(128, 16)",32 x 256,8192,0.5,0.5,0.5,0.5,0.5,0.015625,0.5078125,0.9453125,0.5,0.5,0.5,0.5
221,model.layers.31.mlp.gate_proj,tx.31.mlp.gate,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.046875,0.5078125,0.890625,0.5,0.5,0.5,0.5
222,model.layers.31.mlp.up_proj,tx.31.mlp.up,Linear,weight,"[14336, 4096]",58720256,29360128,0.5,"(128, 16)",112 x 256,28672,0.5,0.5,0.5,0.5,0.5,0.0546875,0.5078125,0.84375,0.5,0.5,0.5,0.5
223,model.layers.31.mlp.down_proj,tx.31.mlp.down,Linear,weight,"[4096, 14336]",58720256,29360128,0.5,"(128, 16)",32 x 896,28672,0.5,0.5,0.5,0.5,0.5,0.0,0.5390625,1.0,0.5,0.5,0.5,0.5
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