quant_log.csv

layer,module,loss,damp,time
0,self_attn.k_proj,1.67455,0.01000,1.374
0,self_attn.v_proj,0.01563,0.01000,0.857
0,self_attn.q_proj,2.44210,0.01000,0.843
0,self_attn.o_proj,0.00120,0.01000,1.084
0,mlp.up_proj,1.12059,0.01000,1.182
0,mlp.gate_proj,1.35096,0.01000,1.257
0,mlp.down_proj,0.00533,0.01000,3.678
1,self_attn.k_proj,1.18099,0.01000,1.487
1,self_attn.v_proj,0.04712,0.01000,1.030
1,self_attn.q_proj,2.11007,0.01000,0.790
1,self_attn.o_proj,0.00340,0.01000,0.944
1,mlp.up_proj,2.02044,0.01000,1.102
1,mlp.gate_proj,2.38063,0.01000,0.839
1,mlp.down_proj,0.27413,0.01000,4.828
2,self_attn.k_proj,5.75050,0.01000,1.325
2,self_attn.v_proj,0.24798,0.01000,1.087
2,self_attn.q_proj,8.70779,0.01000,0.789
2,self_attn.o_proj,0.00482,0.01000,0.900
2,mlp.up_proj,3.30517,0.01000,0.953
2,mlp.gate_proj,4.11650,0.01000,0.793
2,mlp.down_proj,0.02226,0.01000,3.532
3,self_attn.k_proj,4.70262,0.01000,0.979
3,self_attn.v_proj,0.42861,0.01000,0.764
3,self_attn.q_proj,8.32949,0.01000,0.773
3,self_attn.o_proj,0.00949,0.01000,0.897
3,mlp.up_proj,4.45794,0.01000,0.961
3,mlp.gate_proj,6.36765,0.01000,0.791
3,mlp.down_proj,0.04013,0.01000,3.529
4,self_attn.k_proj,4.32369,0.01000,0.994
4,self_attn.v_proj,0.41342,0.01000,0.783
4,self_attn.q_proj,7.49417,0.01000,0.784
4,self_attn.o_proj,0.02278,0.01000,0.903
4,mlp.up_proj,5.73665,0.01000,0.956
4,mlp.gate_proj,9.29301,0.01000,0.788
4,mlp.down_proj,0.07160,0.01000,3.531
5,self_attn.k_proj,7.16464,0.01000,0.988
5,self_attn.v_proj,0.41958,0.01000,0.777
5,self_attn.q_proj,11.18455,0.01000,0.782
5,self_attn.o_proj,0.02738,0.01000,0.892
5,mlp.up_proj,7.10653,0.01000,0.946
5,mlp.gate_proj,11.38163,0.01000,0.790
5,mlp.down_proj,0.10580,0.01000,3.530
6,self_attn.k_proj,5.86325,0.01000,0.985
6,self_attn.v_proj,0.47806,0.01000,0.777
6,self_attn.q_proj,10.40880,0.01000,0.787
6,self_attn.o_proj,0.04742,0.01000,0.893
6,mlp.up_proj,7.93777,0.01000,0.941
6,mlp.gate_proj,12.87985,0.01000,0.789
6,mlp.down_proj,0.13405,0.01000,3.518
7,self_attn.k_proj,6.00274,0.01000,0.992
7,self_attn.v_proj,0.51351,0.01000,0.782
7,self_attn.q_proj,9.99979,0.01000,0.789
7,self_attn.o_proj,0.07018,0.01000,0.904
7,mlp.up_proj,8.87538,0.01000,0.950
7,mlp.gate_proj,13.46894,0.01000,0.804
7,mlp.down_proj,0.16375,0.01000,3.536
8,self_attn.k_proj,7.93341,0.01000,0.990
8,self_attn.v_proj,0.70737,0.01000,0.784
8,self_attn.q_proj,12.85989,0.01000,0.783
8,self_attn.o_proj,0.09924,0.01000,0.894
8,mlp.up_proj,9.40879,0.01000,0.946
8,mlp.gate_proj,14.48714,0.01000,0.788
8,mlp.down_proj,0.17780,0.01000,3.531
9,self_attn.k_proj,7.62591,0.01000,0.983
9,self_attn.v_proj,0.98705,0.01000,0.781
9,self_attn.q_proj,12.78982,0.01000,0.774
9,self_attn.o_proj,0.12301,0.01000,0.894
9,mlp.up_proj,9.83696,0.01000,0.947
9,mlp.gate_proj,15.24170,0.01000,0.782
9,mlp.down_proj,0.19016,0.01000,3.520
10,self_attn.k_proj,9.20124,0.01000,0.991
10,self_attn.v_proj,0.76641,0.01000,0.780
10,self_attn.q_proj,14.94425,0.01000,0.781
10,self_attn.o_proj,0.11261,0.01000,0.932
10,mlp.up_proj,10.17253,0.01000,0.965
10,mlp.gate_proj,14.70482,0.01000,0.800
10,mlp.down_proj,0.19970,0.01000,3.538
11,self_attn.k_proj,8.29908,0.01000,0.985
11,self_attn.v_proj,0.77584,0.01000,0.788
11,self_attn.q_proj,12.99333,0.01000,0.808
11,self_attn.o_proj,0.11676,0.01000,0.944
11,mlp.up_proj,10.72510,0.01000,0.978
11,mlp.gate_proj,15.03487,0.01000,0.821
11,mlp.down_proj,0.21327,0.01000,3.583
12,self_attn.k_proj,6.44645,0.01000,1.021
12,self_attn.v_proj,0.91089,0.01000,0.796
12,self_attn.q_proj,11.28430,0.01000,0.779
12,self_attn.o_proj,0.13829,0.01000,0.936
12,mlp.up_proj,11.09363,0.01000,0.978
12,mlp.gate_proj,14.70452,0.01000,0.805
12,mlp.down_proj,0.24356,0.01000,4.140
13,self_attn.k_proj,9.63378,0.01000,1.097
13,self_attn.v_proj,0.99925,0.01000,0.881
13,self_attn.q_proj,14.75355,0.01000,0.894
13,self_attn.o_proj,0.16912,0.01000,1.016
13,mlp.up_proj,11.90938,0.01000,1.172
13,mlp.gate_proj,15.78435,0.01000,0.916
13,mlp.down_proj,0.27893,0.01000,4.015
14,self_attn.k_proj,10.38642,0.01000,1.284
14,self_attn.v_proj,1.07203,0.01000,1.051
14,self_attn.q_proj,15.21779,0.01000,0.881
14,self_attn.o_proj,0.19986,0.01000,1.216
14,mlp.up_proj,13.33181,0.01000,1.147
14,mlp.gate_proj,18.61642,0.01000,1.023
14,mlp.down_proj,0.35034,0.01000,4.122
15,self_attn.k_proj,9.63450,0.01000,1.434
15,self_attn.v_proj,1.32576,0.01000,0.933
15,self_attn.q_proj,18.02941,0.01000,0.930
15,self_attn.o_proj,0.21734,0.01000,1.394
15,mlp.up_proj,14.15202,0.01000,1.456
15,mlp.gate_proj,20.87254,0.01000,1.301
15,mlp.down_proj,0.41982,0.01000,5.002
16,self_attn.k_proj,10.17006,0.01000,1.537
16,self_attn.v_proj,1.19822,0.01000,1.368
16,self_attn.q_proj,16.77322,0.01000,1.332
16,self_attn.o_proj,0.17319,0.01000,1.437
16,mlp.up_proj,15.03896,0.01000,1.548
16,mlp.gate_proj,23.45555,0.01000,1.320
16,mlp.down_proj,0.44929,0.01000,4.138
17,self_attn.k_proj,10.98778,0.01000,1.230
17,self_attn.v_proj,1.32671,0.01000,1.160
17,self_attn.q_proj,17.59847,0.01000,1.167
17,self_attn.o_proj,0.14944,0.01000,1.362
17,mlp.up_proj,15.58763,0.01000,1.431
17,mlp.gate_proj,24.89798,0.01000,1.265
17,mlp.down_proj,0.50724,0.01000,5.410
18,self_attn.k_proj,12.20277,0.01000,1.061
18,self_attn.v_proj,1.34966,0.01000,0.860
18,self_attn.q_proj,17.89468,0.01000,0.859
18,self_attn.o_proj,0.09903,0.01000,0.969
18,mlp.up_proj,16.20828,0.01000,1.016
18,mlp.gate_proj,26.16949,0.01000,1.014
18,mlp.down_proj,0.49752,0.01000,3.768
19,self_attn.k_proj,10.93621,0.01000,1.069
19,self_attn.v_proj,1.46302,0.01000,0.864
19,self_attn.q_proj,18.15470,0.01000,0.892
19,self_attn.o_proj,0.09105,0.01000,0.966
19,mlp.up_proj,16.72400,0.01000,1.025
19,mlp.gate_proj,27.49463,0.01000,0.859
19,mlp.down_proj,0.52641,0.01000,3.792
20,self_attn.k_proj,12.09173,0.01000,1.080
20,self_attn.v_proj,1.61016,0.01000,0.849
20,self_attn.q_proj,18.90335,0.01000,0.848
20,self_attn.o_proj,0.11517,0.01000,0.975
20,mlp.up_proj,18.19626,0.01000,1.018
20,mlp.gate_proj,29.64920,0.01000,0.863
20,mlp.down_proj,0.58271,0.01000,3.782
21,self_attn.k_proj,12.01518,0.01000,1.055
21,self_attn.v_proj,1.76573,0.01000,0.847
21,self_attn.q_proj,18.27858,0.01000,0.852
21,self_attn.o_proj,0.13262,0.01000,0.967
21,mlp.up_proj,19.45468,0.01000,1.116
21,mlp.gate_proj,31.98465,0.01000,0.862
21,mlp.down_proj,0.67858,0.01000,3.763
22,self_attn.k_proj,12.72928,0.01000,1.063
22,self_attn.v_proj,2.06985,0.01000,0.857
22,self_attn.q_proj,18.57751,0.01000,0.860
22,self_attn.o_proj,0.13445,0.01000,1.005
22,mlp.up_proj,20.37171,0.01000,1.036
22,mlp.gate_proj,33.14872,0.01000,0.859
22,mlp.down_proj,0.69553,0.01000,3.849
23,self_attn.k_proj,12.33203,0.01000,1.063
23,self_attn.v_proj,2.26092,0.01000,0.848
23,self_attn.q_proj,19.39859,0.01000,0.839
23,self_attn.o_proj,0.10357,0.01000,0.974
23,mlp.up_proj,21.54764,0.01000,1.021
23,mlp.gate_proj,34.85669,0.01000,0.880
23,mlp.down_proj,0.73572,0.01000,3.760
24,self_attn.k_proj,12.36280,0.01000,1.060
24,self_attn.v_proj,2.82739,0.01000,0.858
24,self_attn.q_proj,19.50312,0.01000,0.853
24,self_attn.o_proj,0.12827,0.01000,0.973
24,mlp.up_proj,22.87259,0.01000,1.019
24,mlp.gate_proj,37.01811,0.01000,0.854
24,mlp.down_proj,0.78521,0.01000,3.805
25,self_attn.k_proj,11.61044,0.01000,1.061
25,self_attn.v_proj,2.95012,0.01000,0.875
25,self_attn.q_proj,19.60500,0.01000,0.886
25,self_attn.o_proj,0.13309,0.01000,1.018
25,mlp.up_proj,24.36775,0.01000,1.044
25,mlp.gate_proj,39.39181,0.01000,0.863
25,mlp.down_proj,0.86602,0.01000,3.757
26,self_attn.k_proj,12.30509,0.01000,1.084
26,self_attn.v_proj,2.74246,0.01000,0.853
26,self_attn.q_proj,18.88729,0.01000,0.847
26,self_attn.o_proj,0.19489,0.01000,0.997
26,mlp.up_proj,25.92906,0.01000,1.036
26,mlp.gate_proj,42.05636,0.01000,0.878
26,mlp.down_proj,0.97078,0.01000,3.787
27,self_attn.k_proj,13.45363,0.01000,1.077
27,self_attn.v_proj,3.96388,0.01000,0.875
27,self_attn.q_proj,19.69077,0.01000,0.855
27,self_attn.o_proj,0.23587,0.01000,0.994
27,mlp.up_proj,28.29988,0.01000,1.044
27,mlp.gate_proj,45.52046,0.01000,0.866
27,mlp.down_proj,1.14506,0.01000,3.800
28,self_attn.k_proj,10.64583,0.01000,1.074
28,self_attn.v_proj,3.52820,0.01000,0.853
28,self_attn.q_proj,18.24191,0.01000,0.848
28,self_attn.o_proj,0.43366,0.01000,0.962
28,mlp.up_proj,31.36622,0.01000,1.023
28,mlp.gate_proj,48.24959,0.01000,0.859
28,mlp.down_proj,1.47378,0.01000,3.777
29,self_attn.k_proj,11.08085,0.01000,1.051
29,self_attn.v_proj,4.26497,0.01000,1.238
29,self_attn.q_proj,19.39488,0.01000,0.862
29,self_attn.o_proj,0.35388,0.01000,1.016
29,mlp.up_proj,33.49432,0.01000,1.029
29,mlp.gate_proj,49.36393,0.01000,0.887
29,mlp.down_proj,1.94291,0.01000,3.813
30,self_attn.k_proj,11.22392,0.01000,1.064
30,self_attn.v_proj,5.82378,0.01000,0.860
30,self_attn.q_proj,17.92860,0.01000,0.885
30,self_attn.o_proj,0.66760,0.01000,0.974
30,mlp.up_proj,35.52309,0.01000,1.037
30,mlp.gate_proj,53.53950,0.01000,0.871
30,mlp.down_proj,3.13855,0.01000,3.752
31,self_attn.k_proj,8.07040,0.01000,1.064
31,self_attn.v_proj,3.51582,0.01000,0.857
31,self_attn.q_proj,15.25764,0.01000,0.857
31,self_attn.o_proj,1.23350,0.01000,0.969
31,mlp.up_proj,33.48654,0.01000,1.024
31,mlp.gate_proj,48.67476,0.01000,0.865
31,mlp.down_proj,8.08488,0.01000,3.776