quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,0.74444008,0.01000,0.885
0,self_attn.v_proj,0.10742732,0.01000,0.356
0,self_attn.q_proj,3.48395300,0.01000,0.357
0,self_attn.o_proj,0.35185614,0.01000,0.356
0,mlp.up_proj,2.17084384,0.01000,0.367
0,mlp.gate_proj,2.70702529,0.01000,0.356
0,mlp.down_proj,20861.74218750,0.01250,2.234
1,self_attn.k_proj,0.13084082,0.01000,0.362
1,self_attn.v_proj,0.02736288,0.01000,0.362
1,self_attn.q_proj,0.49381298,0.01000,0.352
1,self_attn.o_proj,0.21891856,0.01000,0.349
1,mlp.up_proj,727.67602539,0.01000,0.351
1,mlp.gate_proj,1028.54296875,0.01000,0.354
1,mlp.down_proj,9785.07421875,0.01250,2.221
2,self_attn.k_proj,0.13992883,0.01000,0.370
2,self_attn.v_proj,0.03649667,0.01000,0.362
2,self_attn.q_proj,0.63483173,0.01000,0.364
2,self_attn.o_proj,0.12606674,0.01000,0.372
2,mlp.up_proj,193.19320679,0.01000,0.375
2,mlp.gate_proj,143.89367676,0.01000,0.366
2,mlp.down_proj,4596.45605469,0.01000,2.030
3,self_attn.k_proj,0.51369303,0.01000,0.356
3,self_attn.v_proj,0.11681624,0.01000,0.355
3,self_attn.q_proj,2.41911650,0.01000,0.361
3,self_attn.o_proj,0.07069188,0.01000,0.352
3,mlp.up_proj,145.86698914,0.01000,0.357
3,mlp.gate_proj,137.20137024,0.01000,0.363
3,mlp.down_proj,11.82832718,0.01000,2.040
4,self_attn.k_proj,0.40270334,0.01000,0.359
4,self_attn.v_proj,0.15191284,0.01000,0.360
4,self_attn.q_proj,2.17439270,0.01000,0.358
4,self_attn.o_proj,0.10469086,0.01000,0.358
4,mlp.up_proj,107.06092834,0.01000,0.357
4,mlp.gate_proj,126.43922424,0.01000,0.356
4,mlp.down_proj,3052.57812500,0.01250,2.163
5,self_attn.k_proj,0.63042736,0.01000,0.357
5,self_attn.v_proj,0.30033636,0.01000,0.354
5,self_attn.q_proj,3.54086185,0.01000,0.358
5,self_attn.o_proj,0.09380557,0.01000,0.350
5,mlp.up_proj,185.13006592,0.01000,0.361
5,mlp.gate_proj,206.14726257,0.01000,0.364
5,mlp.down_proj,21478.90234375,0.01250,2.125
6,self_attn.k_proj,0.50094360,0.01000,0.353
6,self_attn.v_proj,0.26197341,0.01000,0.353
6,self_attn.q_proj,3.01855040,0.01000,0.359
6,self_attn.o_proj,0.33328652,0.01000,0.356
6,mlp.up_proj,192.00917053,0.01000,0.356
6,mlp.gate_proj,220.45602417,0.01000,0.354
6,mlp.down_proj,23218.81640625,0.01250,2.132
7,self_attn.k_proj,0.49787536,0.01000,0.358
7,self_attn.v_proj,0.33573246,0.01000,0.351
7,self_attn.q_proj,3.41708875,0.01000,0.350
7,self_attn.o_proj,0.17219532,0.01000,0.353
7,mlp.up_proj,129.18815613,0.01000,0.356
7,mlp.gate_proj,146.09684753,0.01000,0.350
7,mlp.down_proj,7180.02050781,0.01250,2.146
8,self_attn.k_proj,0.58210206,0.01000,0.355
8,self_attn.v_proj,0.41059220,0.01000,0.345
8,self_attn.q_proj,3.74338007,0.01000,0.346
8,self_attn.o_proj,0.26617277,0.01000,0.347
8,mlp.up_proj,118.61260986,0.01000,0.346
8,mlp.gate_proj,157.80934143,0.01000,0.351
8,mlp.down_proj,12263.30273438,0.01250,2.119
9,self_attn.k_proj,0.62588191,0.01000,0.353
9,self_attn.v_proj,0.37748742,0.01000,0.355
9,self_attn.q_proj,3.45860744,0.01000,0.353
9,self_attn.o_proj,0.22479211,0.01000,0.352
9,mlp.up_proj,93.18229675,0.01000,0.349
9,mlp.gate_proj,131.35951233,0.01000,0.346
9,mlp.down_proj,8569.00585938,0.01250,2.159
10,self_attn.k_proj,0.60444546,0.01000,0.359
10,self_attn.v_proj,0.51454628,0.01000,0.365
10,self_attn.q_proj,4.18705559,0.01000,0.368
10,self_attn.o_proj,0.28868338,0.01000,0.376
10,mlp.up_proj,55.67261124,0.01000,0.389
10,mlp.gate_proj,81.45370483,0.01000,0.377
10,mlp.down_proj,7921.27148438,0.01250,2.115
11,self_attn.k_proj,0.51484716,0.01000,0.371
11,self_attn.v_proj,0.42126417,0.01000,0.356
11,self_attn.q_proj,3.25378394,0.01000,0.355
11,self_attn.o_proj,0.38483173,0.01000,0.351
11,mlp.up_proj,19.80066681,0.01000,0.351
11,mlp.gate_proj,26.65781403,0.01000,0.348
11,mlp.down_proj,5129.86328125,0.01250,2.207
12,self_attn.k_proj,0.58728415,0.01000,0.379
12,self_attn.v_proj,0.41301179,0.01000,0.373
12,self_attn.q_proj,3.63880444,0.01000,0.373
12,self_attn.o_proj,0.56821018,0.01000,0.371
12,mlp.up_proj,22.49377060,0.01000,0.373
12,mlp.gate_proj,31.48363304,0.01000,0.373
12,mlp.down_proj,7257.49707031,0.01250,2.227
13,self_attn.k_proj,0.82758236,0.01000,0.372
13,self_attn.v_proj,0.34952715,0.01000,0.383
13,self_attn.q_proj,4.68162632,0.01000,0.383
13,self_attn.o_proj,0.31500027,0.01000,0.381
13,mlp.up_proj,13.15117073,0.01000,0.381
13,mlp.gate_proj,13.66710758,0.01000,0.377
13,mlp.down_proj,9506.42089844,0.01250,2.143
14,self_attn.k_proj,0.63195586,0.01000,0.359
14,self_attn.v_proj,0.36958307,0.01000,0.357
14,self_attn.q_proj,3.79256201,0.01000,0.359
14,self_attn.o_proj,0.45079222,0.01000,0.358
14,mlp.up_proj,12.99849415,0.01000,0.348
14,mlp.gate_proj,13.64067364,0.01000,0.347
14,mlp.down_proj,8234.67382812,0.01250,2.111
15,self_attn.k_proj,0.66956985,0.01000,0.352
15,self_attn.v_proj,0.39820826,0.01000,0.348
15,self_attn.q_proj,4.09530163,0.01000,0.357
15,self_attn.o_proj,0.48171890,0.01000,0.360
15,mlp.up_proj,12.65697289,0.01000,0.363
15,mlp.gate_proj,12.20823669,0.01000,0.353
15,mlp.down_proj,9293.73339844,0.01250,2.079
16,self_attn.k_proj,0.65244371,0.01000,0.347
16,self_attn.v_proj,0.37970379,0.01000,0.352
16,self_attn.q_proj,3.80968571,0.01000,0.345
16,self_attn.o_proj,0.45385969,0.01000,0.340
16,mlp.up_proj,12.97595787,0.01000,0.343
16,mlp.gate_proj,13.41720200,0.01000,0.341
16,mlp.down_proj,7473.39355469,0.01250,2.136
17,self_attn.k_proj,1.04092526,0.01000,0.354
17,self_attn.v_proj,0.57335430,0.01000,0.356
17,self_attn.q_proj,6.12183523,0.01000,0.347
17,self_attn.o_proj,0.51757109,0.01000,0.344
17,mlp.up_proj,12.56683350,0.01000,0.345
17,mlp.gate_proj,12.42699528,0.01000,0.346
17,mlp.down_proj,8867.97656250,0.01250,2.191
18,self_attn.k_proj,0.70069391,0.01000,0.353
18,self_attn.v_proj,0.43670875,0.01000,0.345
18,self_attn.q_proj,4.41953039,0.01000,0.345
18,self_attn.o_proj,0.44703659,0.01000,0.342
18,mlp.up_proj,12.66960430,0.01000,0.352
18,mlp.gate_proj,13.09418678,0.01000,0.351
18,mlp.down_proj,9041.26171875,0.01250,2.156
19,self_attn.k_proj,0.97574604,0.01000,0.360
19,self_attn.v_proj,0.45846105,0.01000,0.353
19,self_attn.q_proj,5.56507254,0.01000,0.351
19,self_attn.o_proj,0.68781030,0.01000,0.349
19,mlp.up_proj,12.41621017,0.01000,0.351
19,mlp.gate_proj,12.02220726,0.01000,0.344
19,mlp.down_proj,10349.19628906,0.01250,2.095
20,self_attn.k_proj,0.91374326,0.01000,0.361
20,self_attn.v_proj,0.84225118,0.01000,0.352
20,self_attn.q_proj,7.90642452,0.01000,0.353
20,self_attn.o_proj,0.65266848,0.01000,0.348
20,mlp.up_proj,13.25346375,0.01000,0.350
20,mlp.gate_proj,13.00006485,0.01000,0.345
20,mlp.down_proj,10541.17480469,0.01250,2.112
21,self_attn.k_proj,0.91980761,0.01000,0.348
21,self_attn.v_proj,0.60435474,0.01000,0.352
21,self_attn.q_proj,5.79789162,0.01000,0.354
21,self_attn.o_proj,0.47814932,0.01000,0.349
21,mlp.up_proj,12.88965511,0.01000,0.339
21,mlp.gate_proj,13.68577003,0.01000,0.349
21,mlp.down_proj,9139.45312500,0.01250,2.127
22,self_attn.k_proj,1.08109522,0.01000,0.347
22,self_attn.v_proj,0.92851174,0.01000,0.339
22,self_attn.q_proj,7.33548689,0.01000,0.345
22,self_attn.o_proj,0.52778512,0.01000,0.355
22,mlp.up_proj,13.11236668,0.01000,0.351
22,mlp.gate_proj,13.37494373,0.01000,0.343
22,mlp.down_proj,8655.26269531,0.01250,2.088
23,self_attn.k_proj,1.04391277,0.01000,0.344
23,self_attn.v_proj,0.51679677,0.01000,0.342
23,self_attn.q_proj,6.92970991,0.01000,0.344
23,self_attn.o_proj,0.67145306,0.01000,0.353
23,mlp.up_proj,13.89229584,0.01000,0.353
23,mlp.gate_proj,13.28810978,0.01000,0.352
23,mlp.down_proj,7284.98974609,0.01250,2.126
24,self_attn.k_proj,0.72494310,0.01000,0.341
24,self_attn.v_proj,0.60319602,0.01000,0.340
24,self_attn.q_proj,5.09278584,0.01000,0.343
24,self_attn.o_proj,0.64103162,0.01000,0.352
24,mlp.up_proj,14.46055412,0.01000,0.348
24,mlp.gate_proj,13.96115685,0.01000,0.349
24,mlp.down_proj,5808.32568359,0.01250,2.098
25,self_attn.k_proj,0.68927372,0.01000,0.345
25,self_attn.v_proj,0.90973526,0.01000,0.347
25,self_attn.q_proj,6.57881737,0.01000,0.341
25,self_attn.o_proj,0.55416870,0.01000,0.344
25,mlp.up_proj,15.76302910,0.01000,0.340
25,mlp.gate_proj,15.58094025,0.01000,0.343
25,mlp.down_proj,5237.87109375,0.01250,2.123
26,self_attn.k_proj,0.67382836,0.01000,0.352
26,self_attn.v_proj,0.86641783,0.01000,0.347
26,self_attn.q_proj,5.17918015,0.01000,0.349
26,self_attn.o_proj,0.62282288,0.01000,0.353
26,mlp.up_proj,18.80608368,0.01000,0.358
26,mlp.gate_proj,17.79819107,0.01000,0.349
26,mlp.down_proj,4985.92187500,0.01250,2.078
27,self_attn.k_proj,0.71032202,0.01000,0.352
27,self_attn.v_proj,1.20441103,0.01000,0.344
27,self_attn.q_proj,7.94571781,0.01000,0.347
27,self_attn.o_proj,1.24723363,0.01000,0.353
27,mlp.up_proj,19.54417419,0.01000,0.340
27,mlp.gate_proj,19.26416397,0.01000,0.337
27,mlp.down_proj,3807.88183594,0.01250,2.088
28,self_attn.k_proj,0.66512120,0.01000,0.346
28,self_attn.v_proj,1.11120594,0.01000,0.341
28,self_attn.q_proj,6.27659225,0.01000,0.341
28,self_attn.o_proj,1.05752707,0.01000,0.346
28,mlp.up_proj,21.45988464,0.01000,0.352
28,mlp.gate_proj,21.38830185,0.01000,0.349
28,mlp.down_proj,2827.79541016,0.01250,2.116
29,self_attn.k_proj,0.74089134,0.01000,0.336
29,self_attn.v_proj,1.03641844,0.01000,0.340
29,self_attn.q_proj,6.34802437,0.01000,0.338
29,self_attn.o_proj,0.88373530,0.01000,0.337
29,mlp.up_proj,25.68251038,0.01000,0.341
29,mlp.gate_proj,25.25678253,0.01000,0.339
29,mlp.down_proj,1534.93933105,0.01250,2.130
30,self_attn.k_proj,0.73889565,0.01000,0.344
30,self_attn.v_proj,1.66333413,0.01000,0.341
30,self_attn.q_proj,8.21355247,0.01000,0.340
30,self_attn.o_proj,2.45891666,0.01000,0.343
30,mlp.up_proj,44.94103241,0.01000,0.341
30,mlp.gate_proj,42.21282959,0.01000,0.343
30,mlp.down_proj,2631.11474609,0.01000,1.957
31,self_attn.k_proj,0.67966712,0.01000,0.344
31,self_attn.v_proj,1.11340189,0.01000,0.341
31,self_attn.q_proj,7.13615417,0.01000,0.338
31,self_attn.o_proj,4.71965170,0.01000,0.335
31,mlp.up_proj,36.13351440,0.01000,0.336
31,mlp.gate_proj,32.18393326,0.01000,0.342
31,mlp.down_proj,1051.25756836,0.01250,2.055
32,self_attn.k_proj,0.79060119,0.01000,0.337
32,self_attn.v_proj,1.96972919,0.01000,0.338
32,self_attn.q_proj,9.46166706,0.01000,0.344
32,self_attn.o_proj,10.08163261,0.01000,0.342
32,mlp.up_proj,39.15551376,0.01000,0.340
32,mlp.gate_proj,34.83209991,0.01000,0.346
32,mlp.down_proj,1009.26580811,0.01250,2.056
33,self_attn.k_proj,0.78602415,0.01000,0.336
33,self_attn.v_proj,3.98627043,0.01000,0.344
33,self_attn.q_proj,9.23457336,0.01000,0.340
33,self_attn.o_proj,18.25443840,0.01000,0.342
33,mlp.up_proj,41.35702133,0.01000,0.338
33,mlp.gate_proj,33.30444717,0.01000,0.348
33,mlp.down_proj,502.54034424,0.01250,2.034
34,self_attn.k_proj,0.63516819,0.01000,0.348
34,self_attn.v_proj,2.11687756,0.01000,0.335
34,self_attn.q_proj,6.63668060,0.01000,0.338
34,self_attn.o_proj,8.04108810,0.01000,0.336
34,mlp.up_proj,52.49430084,0.01000,0.346
34,mlp.gate_proj,44.75306702,0.01000,0.337
34,mlp.down_proj,385.97592163,0.01250,2.020
35,self_attn.k_proj,0.63379931,0.01000,0.336
35,self_attn.v_proj,1.89587736,0.01000,0.340
35,self_attn.q_proj,6.26210308,0.01000,0.338
35,self_attn.o_proj,5.39271402,0.01000,0.346
35,mlp.up_proj,91.85729980,0.01000,0.347
35,mlp.gate_proj,83.25270081,0.01000,0.338
35,mlp.down_proj,2031.59887695,0.01000,1.917