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]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.240234375,0.60009765625,0.87744140625,0.599853515625,0.0,0.6875,1.0,0.599853515625,0.0625,0.625,1.0
1,model.layers.0.self_attn.k_proj,tx.0.attn.k,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.279296875,0.59912109375,0.87158203125,0.599853515625,0.0,0.6796875,1.0,0.599853515625,0.0625,0.625,1.0
2,model.layers.0.self_attn.v_proj,tx.0.attn.v,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.31640625,0.59912109375,0.84521484375,0.599853515625,0.0,0.5546875,1.0,0.599853515625,0.0625,0.625,1.0
3,model.layers.0.self_attn.o_proj,tx.0.attn.o,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.10302734375,0.611328125,1.0,0.599853515625,0.0078125,0.59375,1.0,0.599853515625,0.0,0.625,1.0
4,model.layers.0.mlp.gate_proj,tx.0.mlp.gate,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.51708984375,0.60009765625,0.6728515625,0.599853515625,0.078125,0.609375,1.0,0.599853515625,0.0,0.625,1.0
5,model.layers.0.mlp.up_proj,tx.0.mlp.up,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.53125,0.599609375,0.67724609375,0.599853515625,0.1015625,0.609375,1.0,0.599853515625,0.0,0.625,1.0
6,model.layers.0.mlp.down_proj,tx.0.mlp.down,Linear,weight,"[4096, 14336]",58720256,23490560,0.5999581217765808,"(128, 16)",32 x 896,28672,0.5999581813812256,0.4208984375,0.60107421875,0.7314453125,0.5999581813812256,0.046875,0.6171875,0.984375,0.5999581813812256,0.0,0.625,1.0
7,model.layers.1.self_attn.q_proj,tx.1.attn.q,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.3779296875,0.60205078125,0.79345703125,0.599853515625,0.0,0.6640625,1.0,0.599853515625,0.0625,0.625,1.0
8,model.layers.1.self_attn.k_proj,tx.1.attn.k,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.37060546875,0.60107421875,0.77734375,0.599853515625,0.0,0.6640625,1.0,0.599853515625,0.0625,0.625,1.0
9,model.layers.1.self_attn.v_proj,tx.1.attn.v,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.39208984375,0.60205078125,0.7333984375,0.599853515625,0.0234375,0.65625,1.0,0.599853515625,0.125,0.625,1.0
10,model.layers.1.self_attn.o_proj,tx.1.attn.o,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.28466796875,0.62353515625,0.98974609375,0.599853515625,0.0390625,0.5859375,1.0,0.599853515625,0.0,0.625,1.0
11,model.layers.1.mlp.gate_proj,tx.1.mlp.gate,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.52783203125,0.60009765625,0.677734375,0.599853515625,0.1640625,0.609375,1.0,0.599853515625,0.0,0.625,1.0
12,model.layers.1.mlp.up_proj,tx.1.mlp.up,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.52734375,0.599609375,0.66845703125,0.599853515625,0.140625,0.609375,1.0,0.599853515625,0.0,0.625,1.0
13,model.layers.1.mlp.down_proj,tx.1.mlp.down,Linear,weight,"[4096, 14336]",58720256,23490560,0.5999581217765808,"(128, 16)",32 x 896,28672,0.5999581813812256,0.48828125,0.6015625,0.7109375,0.5999581813812256,0.0,0.6328125,0.9375,0.5999581813812256,0.0,0.625,1.0
14,model.layers.2.self_attn.q_proj,tx.2.attn.q,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.45166015625,0.6025390625,0.7451171875,0.599853515625,0.0,0.6484375,1.0,0.599853515625,0.0,0.625,1.0
15,model.layers.2.self_attn.k_proj,tx.2.attn.k,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.427734375,0.60302734375,0.7607421875,0.599853515625,0.0078125,0.65625,1.0,0.599853515625,0.0625,0.625,1.0
16,model.layers.2.self_attn.v_proj,tx.2.attn.v,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.4853515625,0.6025390625,0.7099609375,0.599853515625,0.0546875,0.640625,1.0,0.599853515625,0.0625,0.625,1.0
17,model.layers.2.self_attn.o_proj,tx.2.attn.o,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.2900390625,0.54296875,0.98779296875,0.599853515625,0.0078125,0.5625,1.0,0.599853515625,0.0,0.5625,1.0
18,model.layers.2.mlp.gate_proj,tx.2.mlp.gate,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.52880859375,0.60009765625,0.66455078125,0.599853515625,0.1328125,0.6015625,1.0,0.599853515625,0.0,0.625,1.0
19,model.layers.2.mlp.up_proj,tx.2.mlp.up,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.53076171875,0.599609375,0.6650390625,0.599853515625,0.1796875,0.6015625,1.0,0.599853515625,0.0625,0.625,1.0
20,model.layers.2.mlp.down_proj,tx.2.mlp.down,Linear,weight,"[4096, 14336]",58720256,23490560,0.5999581217765808,"(128, 16)",32 x 896,28672,0.5999581813812256,0.474609375,0.60107421875,0.73974609375,0.5999581813812256,0.015625,0.625,0.9140625,0.5999581813812256,0.0625,0.625,1.0
21,model.layers.3.self_attn.q_proj,tx.3.attn.q,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.48876953125,0.60107421875,0.705078125,0.599853515625,0.0234375,0.6328125,1.0,0.599853515625,0.0,0.625,1.0
22,model.layers.3.self_attn.k_proj,tx.3.attn.k,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.46923828125,0.60205078125,0.69921875,0.599853515625,0.015625,0.640625,1.0,0.599853515625,0.0625,0.625,1.0
23,model.layers.3.self_attn.v_proj,tx.3.attn.v,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.49658203125,0.60107421875,0.6923828125,0.599853515625,0.0625,0.625,1.0,0.599853515625,0.0625,0.625,1.0
24,model.layers.3.self_attn.o_proj,tx.3.attn.o,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.32666015625,0.58544921875,0.96142578125,0.599853515625,0.046875,0.5859375,1.0,0.599853515625,0.0,0.625,1.0
25,model.layers.3.mlp.gate_proj,tx.3.mlp.gate,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.53466796875,0.60009765625,0.66748046875,0.599853515625,0.109375,0.609375,1.0,0.599853515625,0.0,0.625,1.0
26,model.layers.3.mlp.up_proj,tx.3.mlp.up,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.54150390625,0.599609375,0.6611328125,0.599853515625,0.1953125,0.6015625,1.0,0.599853515625,0.0,0.625,1.0
27,model.layers.3.mlp.down_proj,tx.3.mlp.down,Linear,weight,"[4096, 14336]",58720256,23490560,0.5999581217765808,"(128, 16)",32 x 896,28672,0.5999581813812256,0.4814453125,0.6005859375,0.71240234375,0.5999581813812256,0.03125,0.6171875,0.9375,0.5999581813812256,0.0,0.625,1.0
28,model.layers.4.self_attn.q_proj,tx.4.attn.q,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.4619140625,0.60107421875,0.71728515625,0.599853515625,0.0078125,0.640625,1.0,0.599853515625,0.0625,0.625,1.0
29,model.layers.4.self_attn.k_proj,tx.4.attn.k,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.46142578125,0.60107421875,0.71923828125,0.599853515625,0.0078125,0.640625,1.0,0.599853515625,0.0625,0.625,1.0
30,model.layers.4.self_attn.v_proj,tx.4.attn.v,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.49609375,0.6015625,0.71923828125,0.599853515625,0.0546875,0.625,1.0,0.599853515625,0.0625,0.625,1.0
31,model.layers.4.self_attn.o_proj,tx.4.attn.o,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.27587890625,0.56298828125,0.9892578125,0.599853515625,0.0234375,0.5703125,1.0,0.599853515625,0.0,0.5625,1.0
32,model.layers.4.mlp.gate_proj,tx.4.mlp.gate,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.52001953125,0.6005859375,0.66064453125,0.599853515625,0.078125,0.609375,1.0,0.599853515625,0.0625,0.625,1.0
33,model.layers.4.mlp.up_proj,tx.4.mlp.up,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.53759765625,0.6005859375,0.66357421875,0.599853515625,0.1875,0.609375,1.0,0.599853515625,0.0,0.625,1.0
34,model.layers.4.mlp.down_proj,tx.4.mlp.down,Linear,weight,"[4096, 14336]",58720256,23490560,0.5999581217765808,"(128, 16)",32 x 896,28672,0.5999581813812256,0.48779296875,0.60107421875,0.70263671875,0.5999581813812256,0.0546875,0.609375,0.984375,0.5999581813812256,0.0,0.625,1.0
35,model.layers.5.self_attn.q_proj,tx.5.attn.q,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.44970703125,0.6005859375,0.7177734375,0.599853515625,0.0078125,0.6328125,0.96875,0.599853515625,0.0625,0.625,1.0
36,model.layers.5.self_attn.k_proj,tx.5.attn.k,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.455078125,0.6005859375,0.708984375,0.599853515625,0.015625,0.640625,0.9296875,0.599853515625,0.0625,0.625,1.0
37,model.layers.5.self_attn.v_proj,tx.5.attn.v,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.49755859375,0.6005859375,0.70751953125,0.599853515625,0.0625,0.625,1.0,0.599853515625,0.0625,0.625,1.0
38,model.layers.5.self_attn.o_proj,tx.5.attn.o,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.25390625,0.5859375,0.9423828125,0.599853515625,0.0078125,0.609375,1.0,0.599853515625,0.0,0.625,1.0
39,model.layers.5.mlp.gate_proj,tx.5.mlp.gate,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.51953125,0.60107421875,0.658203125,0.599853515625,0.046875,0.609375,1.0,0.599853515625,0.0625,0.625,1.0
40,model.layers.5.mlp.up_proj,tx.5.mlp.up,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.52392578125,0.6005859375,0.6630859375,0.599853515625,0.140625,0.6015625,1.0,0.599853515625,0.0,0.625,1.0
41,model.layers.5.mlp.down_proj,tx.5.mlp.down,Linear,weight,"[4096, 14336]",58720256,23490560,0.5999581217765808,"(128, 16)",32 x 896,28672,0.5999581813812256,0.48828125,0.6005859375,0.7041015625,0.5999581813812256,0.0,0.609375,0.953125,0.5999581813812256,0.0,0.625,1.0
42,model.layers.6.self_attn.q_proj,tx.6.attn.q,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.47412109375,0.6005859375,0.7080078125,0.599853515625,0.015625,0.6328125,0.9609375,0.599853515625,0.0625,0.625,1.0
43,model.layers.6.self_attn.k_proj,tx.6.attn.k,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.46484375,0.6005859375,0.705078125,0.599853515625,0.015625,0.6328125,0.953125,0.599853515625,0.0625,0.625,1.0
44,model.layers.6.self_attn.v_proj,tx.6.attn.v,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.498046875,0.6005859375,0.685546875,0.599853515625,0.0703125,0.6171875,1.0,0.599853515625,0.0625,0.625,1.0
45,model.layers.6.self_attn.o_proj,tx.6.attn.o,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.3115234375,0.60302734375,0.94775390625,0.599853515625,0.0234375,0.6015625,1.0,0.599853515625,0.0,0.625,1.0
46,model.layers.6.mlp.gate_proj,tx.6.mlp.gate,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.51416015625,0.60107421875,0.658203125,0.599853515625,0.0625,0.609375,1.0,0.599853515625,0.0,0.625,1.0
47,model.layers.6.mlp.up_proj,tx.6.mlp.up,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.51318359375,0.6005859375,0.64892578125,0.599853515625,0.1171875,0.6015625,1.0,0.599853515625,0.0,0.625,1.0
48,model.layers.6.mlp.down_proj,tx.6.mlp.down,Linear,weight,"[4096, 14336]",58720256,23490560,0.5999581217765808,"(128, 16)",32 x 896,28672,0.5999581813812256,0.48291015625,0.60009765625,0.70654296875,0.5999581813812256,0.0078125,0.609375,0.984375,0.5999581813812256,0.0,0.625,1.0
49,model.layers.7.self_attn.q_proj,tx.7.attn.q,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.48291015625,0.60107421875,0.68408203125,0.599853515625,0.0234375,0.625,0.9765625,0.599853515625,0.0625,0.625,1.0
50,model.layers.7.self_attn.k_proj,tx.7.attn.k,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.49072265625,0.60205078125,0.6845703125,0.599853515625,0.0078125,0.625,0.8984375,0.599853515625,0.0625,0.625,1.0
51,model.layers.7.self_attn.v_proj,tx.7.attn.v,Linear,weight,"[1024, 4096]",4194304,1678336,0.599853515625,"(128, 16)",8 x 256,2048,0.599853515625,0.50537109375,0.6005859375,0.67626953125,0.599853515625,0.0703125,0.609375,0.9921875,0.599853515625,0.0625,0.625,1.0
52,model.layers.7.self_attn.o_proj,tx.7.attn.o,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.41748046875,0.5927734375,0.798828125,0.599853515625,0.0234375,0.6171875,0.9921875,0.599853515625,0.0,0.625,1.0
53,model.layers.7.mlp.gate_proj,tx.7.mlp.gate,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.51904296875,0.6015625,0.64892578125,0.599853515625,0.046875,0.609375,0.8203125,0.599853515625,0.0,0.625,1.0
54,model.layers.7.mlp.up_proj,tx.7.mlp.up,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.529296875,0.6005859375,0.650390625,0.599853515625,0.140625,0.6015625,0.8125,0.599853515625,0.0,0.625,1.0
55,model.layers.7.mlp.down_proj,tx.7.mlp.down,Linear,weight,"[4096, 14336]",58720256,23490560,0.5999581217765808,"(128, 16)",32 x 896,28672,0.5999581813812256,0.49072265625,0.60107421875,0.693359375,0.5999581813812256,0.0078125,0.609375,0.9921875,0.5999581813812256,0.0,0.625,1.0
56,model.layers.8.self_attn.q_proj,tx.8.attn.q,Linear,weight,"[4096, 4096]",16777216,6713344,0.599853515625,"(128, 16)",32 x 256,8192,0.599853515625,0.48193359375,0.6005859375,0.70654296875,0.599853515625,0.015625,0.6171875,0.9296875,0.599853515625,0.0,0.625,1.0
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104,model.layers.14.mlp.down_proj,tx.14.mlp.down,Linear,weight,"[4096, 14336]",58720256,23490560,0.5999581217765808,"(128, 16)",32 x 896,28672,0.5999581813812256,0.4267578125,0.6015625,0.71484375,0.5999581813812256,0.0390625,0.6171875,0.9765625,0.5999581813812256,0.0,0.625,1.0
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166,model.layers.23.mlp.up_proj,tx.23.mlp.up,Linear,weight,"[14336, 4096]",58720256,23496704,0.599853515625,"(128, 16)",112 x 256,28672,0.599853515625,0.5146484375,0.60107421875,0.662109375,0.599853515625,0.046875,0.609375,0.921875,0.599853515625,0.0,0.625,1.0
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