quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,0.00353451,0.01000,0.964
0,self_attn.v_proj,0.00058977,0.01000,0.954
0,self_attn.q_proj,0.00354618,0.01000,0.976
0,self_attn.out_proj,0.00000845,0.01000,0.972
0,fc1,0.00918082,0.01000,0.981
0,fc2,0.00012097,0.01000,4.126
1,self_attn.k_proj,0.00341375,0.01000,0.988
1,self_attn.v_proj,0.00041851,0.01000,0.979
1,self_attn.q_proj,0.00368894,0.01000,0.979
1,self_attn.out_proj,0.00000219,0.01000,0.981
1,fc1,0.01199323,0.01000,0.977
1,fc2,0.00015632,0.01000,4.112
2,self_attn.k_proj,0.00492218,0.01000,0.977
2,self_attn.v_proj,0.00078813,0.01000,0.970
2,self_attn.q_proj,0.00490565,0.01000,0.981
2,self_attn.out_proj,0.00000534,0.01000,0.963
2,fc1,0.01365813,0.01000,0.985
2,fc2,0.00011579,0.01000,4.105
3,self_attn.k_proj,0.00530104,0.01000,0.974
3,self_attn.v_proj,0.00144508,0.01000,0.963
3,self_attn.q_proj,0.00609475,0.01000,0.967
3,self_attn.out_proj,0.00000768,0.01000,0.977
3,fc1,0.01403668,0.01000,0.979
3,fc2,0.00010727,0.01000,4.136
4,self_attn.k_proj,0.00831477,0.01000,0.973
4,self_attn.v_proj,0.00187180,0.01000,0.963
4,self_attn.q_proj,0.00878986,0.01000,0.998
4,self_attn.out_proj,0.00001110,0.01000,0.972
4,fc1,0.01618612,0.01000,0.970
4,fc2,0.00011802,0.01000,4.128
5,self_attn.k_proj,0.01036577,0.01000,0.980
5,self_attn.v_proj,0.00241232,0.01000,0.992
5,self_attn.q_proj,0.01065748,0.01000,0.981
5,self_attn.out_proj,0.00001253,0.01000,0.989
5,fc1,0.01835590,0.01000,0.983
5,fc2,0.00012848,0.01000,4.121
6,self_attn.k_proj,0.01596541,0.01000,0.966
6,self_attn.v_proj,0.00293466,0.01000,0.964
6,self_attn.q_proj,0.01442928,0.01000,0.978
6,self_attn.out_proj,0.00002641,0.01000,0.975
6,fc1,0.02287802,0.01000,0.996
6,fc2,0.00016784,0.01000,4.096
7,self_attn.k_proj,0.01730689,0.01000,0.975
7,self_attn.v_proj,0.00342599,0.01000,0.972
7,self_attn.q_proj,0.01509144,0.01000,0.995
7,self_attn.out_proj,0.00003264,0.01000,0.976
7,fc1,0.02844299,0.01000,0.971
7,fc2,0.00022774,0.01000,4.102
8,self_attn.k_proj,0.01908275,0.01000,0.973
8,self_attn.v_proj,0.00382682,0.01000,0.979
8,self_attn.q_proj,0.01574800,0.01000,0.978
8,self_attn.out_proj,0.00003932,0.01000,0.972
8,fc1,0.03425221,0.01000,0.982
8,fc2,0.00029699,0.01000,4.138
9,self_attn.k_proj,0.02025209,0.01000,0.980
9,self_attn.v_proj,0.00431333,0.01000,0.970
9,self_attn.q_proj,0.01737337,0.01000,0.979
9,self_attn.out_proj,0.00005814,0.01000,0.983
9,fc1,0.03883628,0.01000,0.983
9,fc2,0.00039988,0.01000,4.139
10,self_attn.k_proj,0.02029791,0.01000,0.975
10,self_attn.v_proj,0.00536017,0.01000,0.989
10,self_attn.q_proj,0.01724341,0.01000,0.972
10,self_attn.out_proj,0.00007856,0.01000,0.977
10,fc1,0.04395340,0.01000,0.986
10,fc2,0.00062550,0.01000,4.120
11,self_attn.k_proj,0.02109379,0.01000,0.975
11,self_attn.v_proj,0.00646726,0.01000,0.973
11,self_attn.q_proj,0.01758398,0.01000,0.985
11,self_attn.out_proj,0.00010376,0.01000,0.966
11,fc1,0.04890034,0.01000,0.984
11,fc2,0.00082190,0.01000,4.141
12,self_attn.k_proj,0.02365618,0.01000,0.968
12,self_attn.v_proj,0.00702407,0.01000,0.987
12,self_attn.q_proj,0.01871167,0.01000,0.975
12,self_attn.out_proj,0.00017479,0.01000,0.979
12,fc1,0.05111321,0.01000,0.981
12,fc2,0.00105926,0.01000,4.126
13,self_attn.k_proj,0.02559538,0.01000,0.992
13,self_attn.v_proj,0.00761801,0.01000,0.991
13,self_attn.q_proj,0.01913078,0.01000,0.982
13,self_attn.out_proj,0.00017100,0.01000,0.994
13,fc1,0.05634150,0.01000,0.970
13,fc2,0.00141263,0.01000,4.102
14,self_attn.k_proj,0.02446801,0.01000,0.968
14,self_attn.v_proj,0.00951312,0.01000,0.964
14,self_attn.q_proj,0.01863108,0.01000,0.968
14,self_attn.out_proj,0.00018884,0.01000,0.967
14,fc1,0.06176755,0.01000,0.979
14,fc2,0.00190128,0.01000,4.082
15,self_attn.k_proj,0.02212356,0.01000,0.975
15,self_attn.v_proj,0.01194986,0.01000,0.985
15,self_attn.q_proj,0.01872810,0.01000,0.987
15,self_attn.out_proj,0.00019521,0.01000,0.985
15,fc1,0.06548359,0.01000,0.982
15,fc2,0.00242290,0.01000,4.111
16,self_attn.k_proj,0.02222240,0.01000,0.978
16,self_attn.v_proj,0.01270989,0.01000,0.975
16,self_attn.q_proj,0.01654256,0.01000,0.983
16,self_attn.out_proj,0.00027436,0.01000,0.961
16,fc1,0.07119486,0.01000,0.971
16,fc2,0.00302200,0.01000,4.085
17,self_attn.k_proj,0.02143056,0.01000,0.981
17,self_attn.v_proj,0.01383860,0.01000,0.974
17,self_attn.q_proj,0.01645198,0.01000,0.966
17,self_attn.out_proj,0.00032416,0.01000,0.982
17,fc1,0.07789719,0.01000,1.011
17,fc2,0.00390024,0.01000,4.115
18,self_attn.k_proj,0.01963866,0.01000,0.972
18,self_attn.v_proj,0.01575041,0.01000,0.952
18,self_attn.q_proj,0.01586412,0.01000,0.975
18,self_attn.out_proj,0.00036916,0.01000,0.951
18,fc1,0.08195859,0.01000,0.978
18,fc2,0.00470324,0.01000,4.083
19,self_attn.k_proj,0.02000524,0.01000,0.977
19,self_attn.v_proj,0.02052886,0.01000,0.970
19,self_attn.q_proj,0.01599333,0.01000,0.984
19,self_attn.out_proj,0.00053542,0.01000,0.965
19,fc1,0.08814689,0.01000,0.977
19,fc2,0.00577823,0.01000,4.088
20,self_attn.k_proj,0.02025632,0.01000,0.966
20,self_attn.v_proj,0.02278810,0.01000,0.974
20,self_attn.q_proj,0.01540255,0.01000,0.994
20,self_attn.out_proj,0.00058181,0.01000,0.963
20,fc1,0.09119438,0.01000,0.980
20,fc2,0.00718106,0.01000,4.129
21,self_attn.k_proj,0.01847481,0.01000,0.988
21,self_attn.v_proj,0.02326399,0.01000,0.985
21,self_attn.q_proj,0.01673961,0.01000,0.994
21,self_attn.out_proj,0.00048029,0.01000,0.972
21,fc1,0.09254406,0.01000,0.985
21,fc2,0.00840400,0.01000,4.120
22,self_attn.k_proj,0.01888512,0.01000,0.972
22,self_attn.v_proj,0.02509475,0.01000,0.969
22,self_attn.q_proj,0.02004961,0.01000,0.983
22,self_attn.out_proj,0.00058037,0.01000,0.973
22,fc1,0.09147193,0.01000,0.982
22,fc2,0.00895930,0.01000,4.079
23,self_attn.k_proj,0.02566331,0.01000,0.965
23,self_attn.v_proj,0.01643573,0.01000,0.984
23,self_attn.q_proj,0.06567268,0.01000,0.987
23,self_attn.out_proj,0.00118536,0.01000,0.984
23,fc1,0.08527403,0.01000,0.991
23,fc2,0.00677233,0.01000,4.118