quant_log.csv

layer,module,loss,damp,time
0,self_attn.k_proj,0.35479,0.01000,2.349
0,self_attn.v_proj,0.00268,0.01000,1.606
0,self_attn.q_proj,0.82359,0.01000,1.709
0,self_attn.o_proj,0.00026,0.01000,1.405
0,mlp.up_proj,0.22933,0.01000,1.936
0,mlp.gate_proj,0.24757,0.01000,1.914
0,mlp.down_proj,1.37315,0.01000,4.905
1,self_attn.k_proj,0.54634,0.01000,1.653
1,self_attn.v_proj,0.06669,0.01000,1.636
1,self_attn.q_proj,1.12471,0.01000,1.694
1,self_attn.o_proj,0.00130,0.01000,1.373
1,mlp.up_proj,0.49362,0.01000,1.993
1,mlp.gate_proj,0.55734,0.01000,1.956
1,mlp.down_proj,0.00385,0.01000,5.071
2,self_attn.k_proj,0.42915,0.01000,1.694
2,self_attn.v_proj,0.07932,0.01000,1.647
2,self_attn.q_proj,0.94002,0.01000,1.693
2,self_attn.o_proj,0.00277,0.01000,1.394
2,mlp.up_proj,1.05308,0.01000,1.929
2,mlp.gate_proj,1.28850,0.01000,1.936
2,mlp.down_proj,0.06975,0.01000,4.864
3,self_attn.k_proj,0.92321,0.01000,1.623
3,self_attn.v_proj,0.14390,0.01000,1.649
3,self_attn.q_proj,2.24338,0.01000,1.682
3,self_attn.o_proj,0.00383,0.01000,1.375
3,mlp.up_proj,1.38623,0.01000,1.932
3,mlp.gate_proj,1.75863,0.01000,1.927
3,mlp.down_proj,0.01949,0.01000,4.850
4,self_attn.k_proj,0.70682,0.01000,1.651
4,self_attn.v_proj,0.17194,0.01000,1.583
4,self_attn.q_proj,1.66714,0.01000,1.630
4,self_attn.o_proj,0.00794,0.01000,1.341
4,mlp.up_proj,1.81410,0.01000,1.903
4,mlp.gate_proj,2.39854,0.01000,1.895
4,mlp.down_proj,0.03273,0.01000,4.847
5,self_attn.k_proj,0.92816,0.01000,1.608
5,self_attn.v_proj,0.18893,0.01000,1.555
5,self_attn.q_proj,2.33771,0.01000,1.629
5,self_attn.o_proj,0.00867,0.01000,1.318
5,mlp.up_proj,2.42875,0.01000,1.920
5,mlp.gate_proj,3.08451,0.01000,1.864
5,mlp.down_proj,0.04925,0.01000,4.845
6,self_attn.k_proj,1.07199,0.01000,1.631
6,self_attn.v_proj,0.18683,0.01000,1.573
6,self_attn.q_proj,2.46528,0.01000,1.628
6,self_attn.o_proj,0.01993,0.01000,1.387
6,mlp.up_proj,2.95284,0.01000,1.893
6,mlp.gate_proj,3.81204,0.01000,1.895
6,mlp.down_proj,0.07002,0.01000,4.853
7,self_attn.k_proj,1.08823,0.01000,1.636
7,self_attn.v_proj,0.28548,0.01000,1.569
7,self_attn.q_proj,2.76811,0.01000,1.654
7,self_attn.o_proj,0.03065,0.01000,1.345
7,mlp.up_proj,3.46371,0.01000,1.912
7,mlp.gate_proj,4.24435,0.01000,1.898
7,mlp.down_proj,0.08456,0.01000,4.945
8,self_attn.k_proj,1.16355,0.01000,1.617
8,self_attn.v_proj,0.28823,0.01000,1.582
8,self_attn.q_proj,2.91725,0.01000,1.675
8,self_attn.o_proj,0.03290,0.01000,1.433
8,mlp.up_proj,3.98309,0.01000,1.948
8,mlp.gate_proj,4.53147,0.01000,1.949
8,mlp.down_proj,0.10271,0.01000,5.016
9,self_attn.k_proj,1.29539,0.01000,1.722
9,self_attn.v_proj,0.42527,0.01000,1.761
9,self_attn.q_proj,3.25226,0.01000,1.695
9,self_attn.o_proj,0.05341,0.01000,1.411
9,mlp.up_proj,4.35932,0.01000,1.961
9,mlp.gate_proj,4.64491,0.01000,1.944
9,mlp.down_proj,0.12074,0.01000,4.965
10,self_attn.k_proj,1.25597,0.01000,1.706
10,self_attn.v_proj,0.39587,0.01000,1.630
10,self_attn.q_proj,3.27324,0.01000,1.729
10,self_attn.o_proj,0.06494,0.01000,1.398
10,mlp.up_proj,4.79890,0.01000,1.981
10,mlp.gate_proj,4.91185,0.01000,1.929
10,mlp.down_proj,0.13928,0.01000,5.106
11,self_attn.k_proj,1.56255,0.01000,1.750
11,self_attn.v_proj,0.44044,0.01000,1.676
11,self_attn.q_proj,3.97072,0.01000,1.734
11,self_attn.o_proj,0.07647,0.01000,1.422
11,mlp.up_proj,5.44356,0.01000,1.984
11,mlp.gate_proj,6.01119,0.01000,1.976
11,mlp.down_proj,0.15027,0.01000,5.132
12,self_attn.k_proj,1.50076,0.01000,1.713
12,self_attn.v_proj,0.55479,0.01000,1.642
12,self_attn.q_proj,3.89300,0.01000,1.739
12,self_attn.o_proj,0.07701,0.01000,1.434
12,mlp.up_proj,6.02853,0.01000,2.002
12,mlp.gate_proj,6.57857,0.01000,1.959
12,mlp.down_proj,0.16847,0.01000,5.181
13,self_attn.k_proj,1.90422,0.01000,1.729
13,self_attn.v_proj,0.58111,0.01000,1.654
13,self_attn.q_proj,4.91283,0.01000,1.749
13,self_attn.o_proj,0.09638,0.01000,1.414
13,mlp.up_proj,6.54751,0.01000,1.982
13,mlp.gate_proj,6.87143,0.01000,1.996
13,mlp.down_proj,0.21942,0.01000,5.136
14,self_attn.k_proj,2.09946,0.01000,1.731
14,self_attn.v_proj,0.65708,0.01000,1.623
14,self_attn.q_proj,5.52672,0.01000,1.734
14,self_attn.o_proj,0.08825,0.01000,1.415
14,mlp.up_proj,7.28541,0.01000,1.987
14,mlp.gate_proj,7.21690,0.01000,2.006
14,mlp.down_proj,0.22773,0.01000,5.153
15,self_attn.k_proj,1.91788,0.01000,1.722
15,self_attn.v_proj,0.63475,0.01000,1.677
15,self_attn.q_proj,4.70698,0.01000,1.727
15,self_attn.o_proj,0.10500,0.01000,1.423
15,mlp.up_proj,7.60786,0.01000,1.987
15,mlp.gate_proj,7.09275,0.01000,2.003
15,mlp.down_proj,0.26158,0.01000,5.205
16,self_attn.k_proj,1.99614,0.01000,1.711
16,self_attn.v_proj,0.73938,0.01000,1.662
16,self_attn.q_proj,4.97917,0.01000,1.740
16,self_attn.o_proj,0.13482,0.01000,1.417
16,mlp.up_proj,8.12699,0.01000,1.991
16,mlp.gate_proj,7.33698,0.01000,1.981
16,mlp.down_proj,0.31113,0.01000,5.161
17,self_attn.k_proj,1.86525,0.01000,1.723
17,self_attn.v_proj,0.90671,0.01000,1.678
17,self_attn.q_proj,5.01605,0.01000,1.680
17,self_attn.o_proj,0.17565,0.01000,1.379
17,mlp.up_proj,8.98972,0.01000,1.941
17,mlp.gate_proj,7.92179,0.01000,1.932
17,mlp.down_proj,0.38754,0.01000,4.989
18,self_attn.k_proj,2.20511,0.01000,1.657
18,self_attn.v_proj,0.90475,0.01000,1.591
18,self_attn.q_proj,5.73960,0.01000,1.678
18,self_attn.o_proj,0.23413,0.01000,1.366
18,mlp.up_proj,9.93882,0.01000,1.950
18,mlp.gate_proj,9.19216,0.01000,1.930
18,mlp.down_proj,0.46037,0.01000,4.896
19,self_attn.k_proj,2.24348,0.01000,1.629
19,self_attn.v_proj,1.30353,0.01000,1.628
19,self_attn.q_proj,6.65672,0.01000,1.692
19,self_attn.o_proj,0.17194,0.01000,1.385
19,mlp.up_proj,10.52798,0.01000,1.970
19,mlp.gate_proj,10.01086,0.01000,1.935
19,mlp.down_proj,0.50281,0.01000,5.060
20,self_attn.k_proj,2.35084,0.01000,1.742
20,self_attn.v_proj,1.16817,0.01000,1.616
20,self_attn.q_proj,6.67217,0.01000,1.681
20,self_attn.o_proj,0.15849,0.01000,1.382
20,mlp.up_proj,11.43906,0.01000,2.007
20,mlp.gate_proj,11.54784,0.01000,1.990
20,mlp.down_proj,0.56608,0.01000,5.002
21,self_attn.k_proj,2.25952,0.01000,1.673
21,self_attn.v_proj,1.03793,0.01000,1.616
21,self_attn.q_proj,6.24515,0.01000,1.695
21,self_attn.o_proj,0.13921,0.01000,1.371
21,mlp.up_proj,12.59370,0.01000,1.941
21,mlp.gate_proj,13.18203,0.01000,1.925
21,mlp.down_proj,0.65296,0.01000,4.990
22,self_attn.k_proj,2.22437,0.01000,1.709
22,self_attn.v_proj,1.47607,0.01000,1.619
22,self_attn.q_proj,6.59270,0.01000,1.687
22,self_attn.o_proj,0.17644,0.01000,1.374
22,mlp.up_proj,13.96070,0.01000,1.934
22,mlp.gate_proj,14.97387,0.01000,1.942
22,mlp.down_proj,0.82510,0.01000,5.001
23,self_attn.k_proj,2.38086,0.01000,1.676
23,self_attn.v_proj,1.46058,0.01000,1.642
23,self_attn.q_proj,6.76258,0.01000,1.692
23,self_attn.o_proj,0.17248,0.01000,1.387
23,mlp.up_proj,14.85585,0.01000,1.932
23,mlp.gate_proj,15.75251,0.01000,1.901
23,mlp.down_proj,0.95195,0.01000,4.966
24,self_attn.k_proj,2.63904,0.01000,1.661
24,self_attn.v_proj,1.58612,0.01000,1.607
24,self_attn.q_proj,7.52401,0.01000,1.681
24,self_attn.o_proj,0.23829,0.01000,1.377
24,mlp.up_proj,16.10369,0.01000,1.921
24,mlp.gate_proj,17.42771,0.01000,1.904
24,mlp.down_proj,0.99444,0.01000,4.953
25,self_attn.k_proj,2.90565,0.01000,1.666
25,self_attn.v_proj,1.69467,0.01000,1.588
25,self_attn.q_proj,8.14186,0.01000,1.673
25,self_attn.o_proj,0.16555,0.01000,1.373
25,mlp.up_proj,17.15473,0.01000,1.915
25,mlp.gate_proj,18.86563,0.01000,1.905
25,mlp.down_proj,1.09667,0.01000,4.972
26,self_attn.k_proj,2.89141,0.01000,1.663
26,self_attn.v_proj,1.96453,0.01000,1.535
26,self_attn.q_proj,8.08093,0.01000,1.618
26,self_attn.o_proj,0.18482,0.01000,1.328
26,mlp.up_proj,18.59406,0.01000,1.872
26,mlp.gate_proj,20.82703,0.01000,1.992
26,mlp.down_proj,1.17742,0.01000,4.828
27,self_attn.k_proj,3.05272,0.01000,1.609
27,self_attn.v_proj,2.29465,0.01000,1.547
27,self_attn.q_proj,8.93310,0.01000,1.618
27,self_attn.o_proj,0.14195,0.01000,1.318
27,mlp.up_proj,20.18908,0.01000,1.884
27,mlp.gate_proj,22.93357,0.01000,1.849
27,mlp.down_proj,1.29122,0.01000,4.823
28,self_attn.k_proj,3.17150,0.01000,1.604
28,self_attn.v_proj,2.32700,0.01000,1.546
28,self_attn.q_proj,8.92997,0.01000,1.621
28,self_attn.o_proj,0.27351,0.01000,1.319
28,mlp.up_proj,21.86856,0.01000,1.887
28,mlp.gate_proj,24.50107,0.01000,1.857
28,mlp.down_proj,1.48228,0.01000,4.848
29,self_attn.k_proj,3.09725,0.01000,1.607
29,self_attn.v_proj,3.17635,0.01000,1.547
29,self_attn.q_proj,9.09989,0.01000,1.616
29,self_attn.o_proj,0.37311,0.01000,1.341
29,mlp.up_proj,24.06158,0.01000,1.874
29,mlp.gate_proj,27.08915,0.01000,1.929
29,mlp.down_proj,1.66260,0.01000,5.058
30,self_attn.k_proj,3.52871,0.01000,1.690
30,self_attn.v_proj,2.85859,0.01000,1.629
30,self_attn.q_proj,9.94771,0.01000,1.708
30,self_attn.o_proj,0.23282,0.01000,1.413
30,mlp.up_proj,26.42622,0.01000,1.967
30,mlp.gate_proj,29.90111,0.01000,1.943
30,mlp.down_proj,1.96078,0.01000,5.088
31,self_attn.k_proj,3.17594,0.01000,1.723
31,self_attn.v_proj,2.83306,0.01000,1.621
31,self_attn.q_proj,9.12404,0.01000,1.697
31,self_attn.o_proj,0.36137,0.01000,1.397
31,mlp.up_proj,28.66065,0.01000,1.945
31,mlp.gate_proj,31.69213,0.01000,1.870
31,mlp.down_proj,2.30186,0.01000,4.915
32,self_attn.k_proj,3.19539,0.01000,1.673
32,self_attn.v_proj,3.98448,0.01000,1.636
32,self_attn.q_proj,9.97009,0.01000,1.714
32,self_attn.o_proj,0.34023,0.01000,1.404
32,mlp.up_proj,30.91885,0.01000,1.973
32,mlp.gate_proj,33.56028,0.01000,1.903
32,mlp.down_proj,2.74637,0.01000,4.990
33,self_attn.k_proj,3.47076,0.01000,1.670
33,self_attn.v_proj,3.22100,0.01000,1.623
33,self_attn.q_proj,10.57501,0.01000,1.701
33,self_attn.o_proj,0.47574,0.01000,1.392
33,mlp.up_proj,33.12611,0.01000,1.952
33,mlp.gate_proj,34.76408,0.01000,1.887
33,mlp.down_proj,3.54615,0.01000,5.018
34,self_attn.k_proj,3.05377,0.01000,1.673
34,self_attn.v_proj,6.53063,0.01000,1.612
34,self_attn.q_proj,10.03420,0.01000,1.736
34,self_attn.o_proj,0.97326,0.01000,1.377
34,mlp.up_proj,36.04812,0.01000,1.960
34,mlp.gate_proj,37.42268,0.01000,1.900
34,mlp.down_proj,4.00197,0.01000,5.060
35,self_attn.k_proj,3.36860,0.01000,1.674
35,self_attn.v_proj,5.95140,0.01000,1.608
35,self_attn.q_proj,10.86249,0.01000,1.679
35,self_attn.o_proj,0.65889,0.01000,1.392
35,mlp.up_proj,39.39637,0.01000,1.953
35,mlp.gate_proj,40.15826,0.01000,1.941
35,mlp.down_proj,4.86860,0.01000,5.032
36,self_attn.k_proj,3.07699,0.01000,1.678
36,self_attn.v_proj,6.95885,0.01000,1.641
36,self_attn.q_proj,10.35025,0.01000,1.687
36,self_attn.o_proj,0.92406,0.01000,1.377
36,mlp.up_proj,42.50772,0.01000,1.926
36,mlp.gate_proj,42.03286,0.01000,1.913
36,mlp.down_proj,6.17359,0.01000,4.961
37,self_attn.k_proj,2.74004,0.01000,1.705
37,self_attn.v_proj,7.82842,0.01000,1.647
37,self_attn.q_proj,10.62546,0.01000,1.710
37,self_attn.o_proj,2.19896,0.01000,1.450
37,mlp.up_proj,42.68120,0.01000,2.027
37,mlp.gate_proj,42.57842,0.01000,1.984
37,mlp.down_proj,7.93857,0.01000,5.068
38,self_attn.k_proj,3.25958,0.01000,1.681
38,self_attn.v_proj,11.66085,0.01000,1.620
38,self_attn.q_proj,11.31734,0.01000,1.676
38,self_attn.o_proj,2.05625,0.01000,1.383
38,mlp.up_proj,42.16687,0.01000,1.917
38,mlp.gate_proj,43.10248,0.01000,1.892
38,mlp.down_proj,9.73955,0.01000,4.959
39,self_attn.k_proj,2.71716,0.01000,1.660
39,self_attn.v_proj,6.01112,0.01000,1.611
39,self_attn.q_proj,9.59197,0.01000,1.676
39,self_attn.o_proj,1.59839,0.01000,1.366
39,mlp.up_proj,42.55232,0.01000,1.961
39,mlp.gate_proj,45.28327,0.01000,2.018
39,mlp.down_proj,15.42649,0.01000,4.955