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]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.380859375,0.70458984375,0.94970703125,0.699951171875,0.0,0.9453125,1.0,0.699951171875,0.125,0.6875,1.0
1,model.layers.0.self_attn.k_proj,tx.0.attn.k,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.4150390625,0.70263671875,0.9375,0.699951171875,0.0,0.9296875,1.0,0.699951171875,0.1875,0.6875,1.0
2,model.layers.0.self_attn.v_proj,tx.0.attn.v,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.44287109375,0.701171875,0.90771484375,0.699951171875,0.0078125,0.7734375,1.0,0.699951171875,0.125,0.6875,1.0
3,model.layers.0.self_attn.o_proj,tx.0.attn.o,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.1572265625,0.775390625,1.0,0.699951171875,0.015625,0.78125,1.0,0.699951171875,0.0,0.8125,1.0
4,model.layers.0.mlp.gate_proj,tx.0.mlp.gate,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.607421875,0.701171875,0.76318359375,0.6999512314796448,0.125,0.71875,1.0,0.6999512314796448,0.0625,0.6875,1.0
5,model.layers.0.mlp.up_proj,tx.0.mlp.up,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.62646484375,0.7001953125,0.76513671875,0.6999512314796448,0.1171875,0.7109375,1.0,0.6999512314796448,0.125,0.6875,1.0
6,model.layers.0.mlp.down_proj,tx.0.mlp.down,Linear,weight,"[4096, 14336]",58720256,17616896,0.6999860405921936,"(128, 16)",32 x 896,28672,0.6999861001968384,0.5146484375,0.70166015625,0.81689453125,0.6999861001968384,0.0625,0.7265625,1.0,0.6999861001968384,0.0625,0.6875,1.0
7,model.layers.1.self_attn.q_proj,tx.1.attn.q,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.4599609375,0.703125,0.8779296875,0.699951171875,0.0,0.7890625,1.0,0.699951171875,0.125,0.6875,1.0
8,model.layers.1.self_attn.k_proj,tx.1.attn.k,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.4560546875,0.70263671875,0.86865234375,0.699951171875,0.0,0.796875,1.0,0.699951171875,0.1875,0.6875,1.0
9,model.layers.1.self_attn.v_proj,tx.1.attn.v,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.48046875,0.7021484375,0.83349609375,0.699951171875,0.03125,0.765625,1.0,0.699951171875,0.1875,0.6875,1.0
10,model.layers.1.self_attn.o_proj,tx.1.attn.o,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.39208984375,0.73291015625,0.9912109375,0.699951171875,0.0625,0.7109375,1.0,0.699951171875,0.0,0.75,1.0
11,model.layers.1.mlp.gate_proj,tx.1.mlp.gate,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.61865234375,0.70068359375,0.76806640625,0.6999512314796448,0.1953125,0.7109375,1.0,0.6999512314796448,0.125,0.6875,1.0
12,model.layers.1.mlp.up_proj,tx.1.mlp.up,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.62548828125,0.7001953125,0.77001953125,0.6999512314796448,0.15625,0.7109375,1.0,0.6999512314796448,0.125,0.6875,1.0
13,model.layers.1.mlp.down_proj,tx.1.mlp.down,Linear,weight,"[4096, 14336]",58720256,17616896,0.6999860405921936,"(128, 16)",32 x 896,28672,0.6999861001968384,0.58740234375,0.7021484375,0.81005859375,0.6999861001968384,0.0078125,0.7421875,0.9609375,0.6999861001968384,0.125,0.6875,1.0
14,model.layers.2.self_attn.q_proj,tx.2.attn.q,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.5400390625,0.703125,0.8369140625,0.699951171875,0.0078125,0.765625,1.0,0.699951171875,0.125,0.6875,1.0
15,model.layers.2.self_attn.k_proj,tx.2.attn.k,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.51904296875,0.7041015625,0.849609375,0.699951171875,0.015625,0.7734375,1.0,0.699951171875,0.125,0.6875,1.0
16,model.layers.2.self_attn.v_proj,tx.2.attn.v,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.5751953125,0.703125,0.80615234375,0.699951171875,0.078125,0.75,1.0,0.699951171875,0.1875,0.6875,1.0
17,model.layers.2.self_attn.o_proj,tx.2.attn.o,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.37841796875,0.673828125,0.99755859375,0.699951171875,0.0234375,0.6875,1.0,0.699951171875,0.0,0.6875,1.0
18,model.layers.2.mlp.gate_proj,tx.2.mlp.gate,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.626953125,0.701171875,0.7607421875,0.6999512314796448,0.171875,0.7109375,1.0,0.6999512314796448,0.0625,0.6875,1.0
19,model.layers.2.mlp.up_proj,tx.2.mlp.up,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.6318359375,0.70068359375,0.75439453125,0.6999512314796448,0.21875,0.703125,1.0,0.6999512314796448,0.125,0.6875,1.0
20,model.layers.2.mlp.down_proj,tx.2.mlp.down,Linear,weight,"[4096, 14336]",58720256,17616896,0.6999860405921936,"(128, 16)",32 x 896,28672,0.6999861001968384,0.560546875,0.70166015625,0.83056640625,0.6999861001968384,0.0078125,0.734375,0.984375,0.6999861001968384,0.0625,0.6875,1.0
21,model.layers.3.self_attn.q_proj,tx.3.attn.q,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.57275390625,0.70166015625,0.8076171875,0.699951171875,0.0234375,0.7421875,1.0,0.699951171875,0.125,0.6875,1.0
22,model.layers.3.self_attn.k_proj,tx.3.attn.k,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.55615234375,0.70263671875,0.80712890625,0.699951171875,0.0234375,0.75,1.0,0.699951171875,0.125,0.6875,1.0
23,model.layers.3.self_attn.v_proj,tx.3.attn.v,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.58837890625,0.70166015625,0.79443359375,0.699951171875,0.0859375,0.7265625,1.0,0.699951171875,0.125,0.6875,1.0
24,model.layers.3.self_attn.o_proj,tx.3.attn.o,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.40673828125,0.673828125,0.9990234375,0.699951171875,0.0703125,0.703125,1.0,0.699951171875,0.0,0.6875,1.0
25,model.layers.3.mlp.gate_proj,tx.3.mlp.gate,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.62353515625,0.701171875,0.763671875,0.6999512314796448,0.140625,0.7109375,1.0,0.6999512314796448,0.125,0.6875,1.0
26,model.layers.3.mlp.up_proj,tx.3.mlp.up,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.6416015625,0.7001953125,0.76708984375,0.6999512314796448,0.234375,0.7109375,1.0,0.6999512314796448,0.0625,0.6875,1.0
27,model.layers.3.mlp.down_proj,tx.3.mlp.down,Linear,weight,"[4096, 14336]",58720256,17616896,0.6999860405921936,"(128, 16)",32 x 896,28672,0.6999861001968384,0.576171875,0.701171875,0.81103515625,0.6999861001968384,0.0078125,0.7265625,0.9921875,0.6999861001968384,0.0625,0.6875,1.0
28,model.layers.4.self_attn.q_proj,tx.4.attn.q,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.55419921875,0.701171875,0.81884765625,0.699951171875,0.0078125,0.75,1.0,0.699951171875,0.125,0.6875,1.0
29,model.layers.4.self_attn.k_proj,tx.4.attn.k,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.5556640625,0.701171875,0.8232421875,0.699951171875,0.0234375,0.75,1.0,0.699951171875,0.125,0.6875,1.0
30,model.layers.4.self_attn.v_proj,tx.4.attn.v,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.58251953125,0.701171875,0.8134765625,0.699951171875,0.0703125,0.734375,1.0,0.699951171875,0.125,0.6875,1.0
31,model.layers.4.self_attn.o_proj,tx.4.attn.o,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.29248046875,0.6943359375,0.99755859375,0.699951171875,0.0234375,0.703125,1.0,0.699951171875,0.0,0.6875,1.0
32,model.layers.4.mlp.gate_proj,tx.4.mlp.gate,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.6123046875,0.70068359375,0.7685546875,0.6999512314796448,0.1328125,0.71875,1.0,0.6999512314796448,0.125,0.6875,1.0
33,model.layers.4.mlp.up_proj,tx.4.mlp.up,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.6259765625,0.70068359375,0.77099609375,0.6999512314796448,0.2109375,0.7109375,1.0,0.6999512314796448,0.125,0.6875,1.0
34,model.layers.4.mlp.down_proj,tx.4.mlp.down,Linear,weight,"[4096, 14336]",58720256,17616896,0.6999860405921936,"(128, 16)",32 x 896,28672,0.6999861001968384,0.53955078125,0.7021484375,0.8134765625,0.6999861001968384,0.0,0.71875,1.0,0.6999861001968384,0.125,0.6875,1.0
35,model.layers.5.self_attn.q_proj,tx.5.attn.q,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.55419921875,0.70166015625,0.82177734375,0.699951171875,0.015625,0.7421875,1.0,0.699951171875,0.125,0.6875,1.0
36,model.layers.5.self_attn.k_proj,tx.5.attn.k,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.55029296875,0.7021484375,0.8115234375,0.699951171875,0.015625,0.75,0.984375,0.699951171875,0.1875,0.6875,1.0
37,model.layers.5.self_attn.v_proj,tx.5.attn.v,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.583984375,0.701171875,0.81689453125,0.699951171875,0.09375,0.734375,1.0,0.699951171875,0.1875,0.6875,1.0
38,model.layers.5.self_attn.o_proj,tx.5.attn.o,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.30322265625,0.7255859375,0.9775390625,0.699951171875,0.0234375,0.75,1.0,0.699951171875,0.0,0.75,1.0
39,model.layers.5.mlp.gate_proj,tx.5.mlp.gate,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.59423828125,0.701171875,0.77978515625,0.6999512314796448,0.0703125,0.71875,1.0,0.6999512314796448,0.125,0.6875,1.0
40,model.layers.5.mlp.up_proj,tx.5.mlp.up,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.59033203125,0.70068359375,0.77392578125,0.6999512314796448,0.2109375,0.71875,1.0,0.6999512314796448,0.125,0.6875,1.0
41,model.layers.5.mlp.down_proj,tx.5.mlp.down,Linear,weight,"[4096, 14336]",58720256,17616896,0.6999860405921936,"(128, 16)",32 x 896,28672,0.6999861001968384,0.5673828125,0.701171875,0.8076171875,0.6999861001968384,0.0,0.7265625,1.0,0.6999861001968384,0.125,0.6875,1.0
42,model.layers.6.self_attn.q_proj,tx.6.attn.q,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.56591796875,0.70166015625,0.82958984375,0.699951171875,0.03125,0.734375,1.0,0.699951171875,0.125,0.6875,1.0
43,model.layers.6.self_attn.k_proj,tx.6.attn.k,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.54443359375,0.7021484375,0.828125,0.699951171875,0.015625,0.7421875,0.984375,0.699951171875,0.125,0.6875,1.0
44,model.layers.6.self_attn.v_proj,tx.6.attn.v,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.58642578125,0.701171875,0.802734375,0.699951171875,0.0703125,0.71875,1.0,0.699951171875,0.125,0.6875,1.0
45,model.layers.6.self_attn.o_proj,tx.6.attn.o,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.33203125,0.70703125,0.9892578125,0.699951171875,0.0390625,0.7265625,1.0,0.699951171875,0.0,0.6875,1.0
46,model.layers.6.mlp.gate_proj,tx.6.mlp.gate,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.60546875,0.70166015625,0.77734375,0.6999512314796448,0.0859375,0.71875,1.0,0.6999512314796448,0.0625,0.6875,1.0
47,model.layers.6.mlp.up_proj,tx.6.mlp.up,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.60693359375,0.701171875,0.77294921875,0.6999512314796448,0.1796875,0.71875,1.0,0.6999512314796448,0.0625,0.6875,1.0
48,model.layers.6.mlp.down_proj,tx.6.mlp.down,Linear,weight,"[4096, 14336]",58720256,17616896,0.6999860405921936,"(128, 16)",32 x 896,28672,0.6999861001968384,0.53564453125,0.70068359375,0.8017578125,0.6999861001968384,0.0078125,0.7265625,1.0,0.6999861001968384,0.125,0.6875,1.0
49,model.layers.7.self_attn.q_proj,tx.7.attn.q,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.58056640625,0.701171875,0.80908203125,0.699951171875,0.0234375,0.7265625,1.0,0.699951171875,0.0625,0.6875,1.0
50,model.layers.7.self_attn.k_proj,tx.7.attn.k,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.58203125,0.701171875,0.82080078125,0.699951171875,0.015625,0.734375,0.984375,0.699951171875,0.1875,0.6875,1.0
51,model.layers.7.self_attn.v_proj,tx.7.attn.v,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.60400390625,0.69970703125,0.80615234375,0.699951171875,0.1015625,0.71875,0.9921875,0.699951171875,0.125,0.6875,1.0
52,model.layers.7.self_attn.o_proj,tx.7.attn.o,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.39306640625,0.70947265625,0.94873046875,0.699951171875,0.0234375,0.7265625,1.0,0.699951171875,0.0,0.6875,1.0
53,model.layers.7.mlp.gate_proj,tx.7.mlp.gate,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.60595703125,0.70068359375,0.76904296875,0.6999512314796448,0.078125,0.71875,0.9296875,0.6999512314796448,0.0,0.6875,1.0
54,model.layers.7.mlp.up_proj,tx.7.mlp.up,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.62255859375,0.70068359375,0.77392578125,0.6999512314796448,0.140625,0.71875,0.9375,0.6999512314796448,0.125,0.6875,1.0
55,model.layers.7.mlp.down_proj,tx.7.mlp.down,Linear,weight,"[4096, 14336]",58720256,17616896,0.6999860405921936,"(128, 16)",32 x 896,28672,0.6999861001968384,0.54052734375,0.69970703125,0.83349609375,0.6999861001968384,0.0078125,0.7265625,1.0,0.6999861001968384,0.0625,0.6875,1.0
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219,model.layers.31.self_attn.v_proj,tx.31.attn.v,Linear,weight,"[1024, 4096]",4194304,1258496,0.699951171875,"(128, 16)",8 x 256,2048,0.699951171875,0.515625,0.701171875,0.82421875,0.699951171875,0.015625,0.734375,1.0,0.699951171875,0.125,0.6875,1.0
220,model.layers.31.self_attn.o_proj,tx.31.attn.o,Linear,weight,"[4096, 4096]",16777216,5033984,0.699951171875,"(128, 16)",32 x 256,8192,0.699951171875,0.17138671875,0.7275390625,1.0,0.699951171875,0.0078125,0.7265625,1.0,0.699951171875,0.0,0.75,1.0
221,model.layers.31.mlp.gate_proj,tx.31.mlp.gate,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.59521484375,0.70068359375,0.796875,0.6999512314796448,0.0703125,0.7265625,0.9765625,0.6999512314796448,0.125,0.6875,1.0
222,model.layers.31.mlp.up_proj,tx.31.mlp.up,Linear,weight,"[14336, 4096]",58720256,17618944,0.699951171875,"(128, 16)",112 x 256,28672,0.6999512314796448,0.595703125,0.70068359375,0.79443359375,0.6999512314796448,0.0703125,0.7265625,0.984375,0.6999512314796448,0.125,0.6875,1.0
223,model.layers.31.mlp.down_proj,tx.31.mlp.down,Linear,weight,"[4096, 14336]",58720256,17616896,0.6999860405921936,"(128, 16)",32 x 896,28672,0.6999861001968384,0.4501953125,0.69921875,0.92431640625,0.6999861001968384,0.0,0.828125,1.0,0.6999861001968384,0.125,0.6875,1.0
224,lm_head,lm_head,Linear,weight,"[128256, 4096]",525336576,525336576,0.0,"(128, 16)",1002 x 256,256512,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0